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Research ArticleImmunologyOncology Open Access | 10.1172/JCI174249
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Li, D. in: JCI | PubMed | Google Scholar |
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Geng, K. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Hao, Y. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Gu, J. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Kumar, S. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Olson, A. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Kuismi, C. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Kim, H. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Pan, Y. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Sherman, F. in: JCI | PubMed | Google Scholar |
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Williams, A. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Li, Y. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Li, F. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Chen, T. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Thakurdin, C. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Ranieri, M. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Meynardie, M. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Levin, D. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Stephens, J. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Chafitz, A. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Chen, J. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Donald-Paladino, M. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Powell, J. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Zhang, Z. in: JCI | PubMed | Google Scholar |
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Chen, W. in: JCI | PubMed | Google Scholar |
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Ploszaj, M. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Han, H. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Gu, S. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Zhang, T. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Hu, B. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Nacev, B. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Kaiza, M. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Berger, A. in: JCI | PubMed | Google Scholar |
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Wang, X. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Li, J. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Sun, X. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Liu, Y. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Zhang, X. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Bruno, T. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Gray, N. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Nabet, B. in: JCI | PubMed | Google Scholar |
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Wong, K. in: JCI | PubMed | Google Scholar
1Division of Hematology and Medical Oncology, Laura and Isaac Perlmutter Cancer Center, New York University Langone Health, New York, New York, USA.
2Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA.
3Hillman Cancer Center, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania, USA.
4Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.
5Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
6School of Medicine, Tsinghua University, Beijing, China.
7Department of Pathology, School of Basic Medical Sciences, and
8Frontier Innovation Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.
9Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York, USA.
10Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
11Department of Hematopoietic Biology and Malignancy, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
12Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford School of Medicine, Stanford University, Stanford, California, USA.
13Department of Neurological Surgery,
14Department of Medicine, Division of Hematology/Oncology, and
15Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
16Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.
17Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
18Department of Pharmacology, University of Washington, Seattle, Washington, USA.
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Find articles by Zhang, H. in: JCI | PubMed | Google Scholar
Authorship note: DL, KG, YH, JG, and SK contributed equally to this work and are co-first authors. BN, KKW, and HZ contributed equally to this work and are co-corresponding authors.
Published December 24, 2024 - More info
Kirsten rat sarcoma viral oncogene homolog (KRAS) is the most frequently mutated oncogene in lung adenocarcinoma, with G12C and G12V being the most predominant forms. Recent breakthroughs in KRASG12C inhibitors have transformed the clinical management of patients with the G12C mutation and advanced our understanding of the function of this mutation. However, little is known about the targeted disruption of KRASG12V, partly due to a lack of specific inhibitors. Here, we leverage the degradation tag (dTAG) system to develop a KRASG12V-transgenic mouse model. We explored the therapeutic potential of KRASG12V degradation and characterized its effect on the tumor microenvironment (TME). Our study reveals that degradation of KRASG12V abolished lung and pancreatic tumors in mice and caused a robust inhibition of KRAS-regulated cancer-intrinsic signaling. Importantly, targeted degradation of KRASG12V reprogrammed the TME toward a stimulatory milieu and drove antitumor immunity, elicited mainly by effector and cytotoxic CD8+ T cells. Our work provides insights into the effect of KRASG12V degradation on both tumor progression and the immune response, highlighting degraders as a powerful strategy for targeting KRAS-mutant cancers.
Non–small cell lung cancer (NSCLC) is one of the leading causes of cancer deaths worldwide (1). Kirsten rat sarcoma viral oncogene homolog (KRAS) is the most frequently mutated oncogene in lung adenocarcinoma, the most common subtype of NSCLC (2). Approximately 30% of patients with lung adenocarcinoma harbor KRAS mutations, which are most commonly G12C and G12V (3). Direct targeting of KRAS has been historically difficult until the recent development of KRASG12C-specific inhibitors including ARS-1620, AMG-510, and MRTX849 (4–7). These inhibitors have shown strong antitumor effects in KRASG12C-mutated lung adenocarcinoma preclinical models and in patients (6, 8, 9). Notably, on the basis of the positive clinical benefit observed in large clinical trials, the FDA recently approved AMG-510 (sotorasib) for the treatment of patients with KRASG12C-mutated NSCLC. Despite this remarkable breakthrough, sotorasib demonstrates an approximately 30% response rate in patients with lung cancer (9, 10), with a rapid emergence of drug resistance (11–13). Furthermore, in stark contrast to the substantial advances in KRASG12C drug discovery, there are currently no approved specific inhibitors for KRASG12V. As drug discovery efforts focus on KRASG12V, an improved understanding of the biological consequences of KRASG12V disruption for tumor-intrinsic signaling and the tumor microenvironment (TME) in vivo is necessary.
Targeted protein degradation has emerged as a powerful therapeutic approach to target oncogenic drivers (14–17). Proteolysis-targeting chimeras (PROTACs) are a class of small-molecule degraders that bind a target protein and E3 ligase, leading to target protein ubiquitination and rapid proteasome-mediated degradation (18). PROTACs are advantageous over inhibitors because of their ability to abolish all protein activity including scaffolding functions (19, 20). We and others have endeavored to develop PROTACs to degrade KRASG12C, which has proven to be challenging (21, 22). While PROTACs such as LC-2 are capable of degrading KRASG12C, the benefits and liabilities of KRAS degradation in vivo remain unclear (22). Furthermore, although pan-KRAS degraders are in preclinical development (23–25) and KRASG12D degraders are in clinical trials (NCT05382559) (26), the consequences of targeted KRASG12V degradation in immune-competent models and the characterization of KRASG12V-selective degraders remain largely unexplored. Prior to investment in the development of degraders, strategies to model the pharmacological degradation of drug targets are necessary.
As a solution to this challenge, we developed a versatile approach known as the degradation tag (dTAG) system to deplete tagged proteins in vitro and in vivo (27, 28). In this approach, a protein is expressed with an FKBP12F36V tag and is targeted for degradation using dTAG molecules that recruit an E3 ubiquitin ligase. We previously demonstrated that the dTAG system can be effectively used to study the consequences of rapid and selective KRASG12V degradation in several cellular models (27–29). We and others have extensively applied the dTAG system to degrade diverse targets including oncoproteins, transcription factors, chromatin regulators, and kinases, illustrating the utility of the dTAG system for drug target validation and discovery (27, 28, 30, 31).
Mouse models are invaluable for understanding the biology of lung cancer, identifying potential therapeutic targets, and testing new treatments in a preclinical setting. Previous studies utilizing KRASG12V mouse models have advanced our understanding of KRASG12V-driven lung cancer and nominated new potential therapeutic approaches (32–35). In this study, to develop a platform for drug target validation in vivo, we advanced the dTAG system to establish a genetically engineered mouse model (GEMM) harboring KRASG12V that can be degraded with high specificity and speed. This powerful model enabled us to comprehensively characterize the therapeutic potential of degrading KRASG12V. Utilizing this KRASG12V GEMM, we were able to dissect the tumor-intrinsic responses as well as extrinsic effects, including the effect on the TME upon degradation of KRASG12V. Our findings offer strong evidence for the promise of developing degraders targeting mutant KRAS in cancer and also establish an in vivo platform for drug target discovery and validation.
Establishing a GEMM for targeted degradation of KRASG12V in lung cancer. Chemical genetic degron strategies for achieving rapid, selective, and robust target protein loss have emerged as powerful approaches for biological study and drug target validation (31, 36). However, there are limited generalizable targeted degradation strategies available to study drug target loss in vivo. KRASG12V is an ideal drug target to evaluate the consequences of targeted degradation. Critically, the effect of KRASG12V protein degradation on tumorigenesis, intrinsic signaling, and the TME is poorly understood, which is due to limited relevant mouse models and specific KRASG12V inhibitors or degraders. To address these challenges, we set out to leverage the dTAG system (27, 28) to establish a GEMM harboring KRASG12V that can be rapidly and selectively degraded (detailed in Methods). In our approach, dTAG molecules bind an FKBP12F36V tag and recruit an E3 ubiquitin ligase in proximity to induce FKBP12F36V–fusion protein degradation (Figure 1A and Supplemental Figure 1A; supplemental material available online with this article; https://doi.org/10.1172/JCI174249DS1). We previously demonstrated that our dTAG molecules known as dTAGV-1 and dTAG-13, which recruit von Hippel-Lindau (VHL) or cereblon (CRBN), respectively, are selective and degrade KRASG12V in several cellular models, including pancreatic ductal adenocarcinoma cell lines (27, 28). We also demonstrated that these dTAG molecules display suitable pharmacokinetic (PK) and pharmacodynamic (PD) properties to degrade tagged fusions in xenograft mouse models (27, 28, 37). Recent work has further confirmed the tolerability of dTAG molecules in vivo and has shown that dTAG molecules effectively degrade FKBP12F36V-tagged proteins in embryonic stages of mouse development (38), in several mouse organs (39), and in patient-derived xenograft models (40).
Validation of targeted degradation of KRASG12V using the dTAG system. (A) Schematic of the dTAG system showing that dTAGV-1 recruits the VHL E3 ubiquitin ligase to induce targeted degradation of FKBP12F36V-KRASG12V. The schematic was created using BioRender.com. CUL2, Cullin 2; ELOB, Elongin B; ELOC, Elongin C; E2, ubiquitin-conjugating enzyme; RBX1, RING-box protein 1; Ub, ubiquitin. (B) Representative images of NIH/3T3 cells expressing GFP or FKBP12F36V-GFP that were treated with DMSO, 500 nM dTAGV-1, or 500 nM dTAGV-1-NEG for 8 hours. Scale bars: 20 μm. Data are representative of 3 independent experiments. (C) Immunoblot analysis of HA to detect FKBP12F36V-GFP or FKBP12F36V-KRASG12V, KRAS, p-MEK, MEK, and α-tubulin in NIH/3T3 cells expressing GFP, FKBP12F36V-GFP, KRASG12V, or FKBP12F36V-KRASG12V that were treated with DMSO, 500 nM dTAGV-1, or 500 nM dTAGV-1-NEG for 8 hours. Data are representative of 3 independent experiments. (D) Antiproliferation of NIH/3T3 cells expressing GFP, FKBP12F36V-GFP, KRASG12V, or FKBP12F36V-KRASG12V cultured as ultra-low adherent 3D spheroid suspensions for 144 hours. Data are presented as the mean ± SD of 20 biologically independent samples and are representative of 3 independent experiments. (E) Volume changes of tumors from NIH/3T3 expressing KRASG12V or FKBP12F36V-KRASG12V that were s.c. injected into mice. Data are presented as the mean ± SEM of 10 per group. (F) DMSO-normalized proliferation of NIH/3T3 cells expressing FKBP12F36V-KRASG12V cultured as ultra-low adherent 3D spheroid suspensions and treated with the indicated compounds for 120 hours. Data are presented as the mean ± SD of 4 biologically independent samples and are representative of 3 independent experiments. ****P < 0.0001 (D) and NS (D and E), by 1-way ANOVA with post hoc Tukey’s test (D) or 2-tailed Student’s t test (E).
Building on our prior work, we aimed to confirm that the FKBP12F36V-KRASG12V protein is functional and that it elicits comparable oncogenic responses to untagged KRASG12V in vitro and in vivo. We first utilized NIH/3T3 cells, a commonly used model for testing oncogenic driver genes, and ectopic expression of GFP or FKBP12F36V-GFP as controls (Figure 1B), as well as KRASG12V and FKBP12F36V-KRASG12V (Figure 1C). The FKBP12F36V-GFP and FKBP12F36V-KRASG12V fusions also included hemagglutinin (HA) tags to facilitate monitoring of GFP and KRASG12V levels. Importantly, comparable hyperactivation of phosphorylated MEK (p-MEK), a key component of oncogenic KRASG12V downstream signaling, was observed upon the expression of KRASG12V and FKBP12F36V-KRASG12V (Figure 1C). We next confirmed the effectiveness of the recruitment of VHL to degrade FKBP12F36V-GFP or FKBP12F36V-KRASG12V and reverse these responses. We observed that dTAGV-1 treatment resulted in the robust degradation of FKBP12F36V-GFP (Figure 1, B and C) and FKBP12F36V-KRASG12V (Figure 1C), with no effect on untagged GFP or KRASG12V levels, highlighting the specificity of dTAGV-1 toward FKBP12F36V-tagged fusions. The degradation of FKBP12F36V-KRASG12V rapidly reversed this aberrantly activated p-MEK response back to baseline levels (Figure 1C). Furthermore, dTAGV-1-NEG, a control dTAG molecule that can bind to FKBP12F36V but not recruit VHL, did not degrade FKBP12F36V-GFP or FKBP12F36V-KRASG12V or alter p-MEK levels (Figure 1, B and C).
Next, we evaluated the oncogenic potential of KRASG12V or FKBP12F36V-KRASG12V in vitro and in vivo. While NIH/3T3 cells expressing GFP or FKBP12F36V-GFP were unable to proliferate as 3D spheroids, expression of KRASG12V or FKBP12F36V-KRASG12V led to 3D spheroid formation and a significant growth advantage compared with their counterparts in vitro (Figure 1D). There was no difference in the kinetics of 3D spheroid formation between KRASG12V and FKBP12F36V-KRASG12V in vitro (Figure 1D). To further examine their tumorigenesis in vivo, NIH/3T3 cells expressing KRASG12V or FKBP12F36V-KRASG12V were injected s.c. into the flanks of mice, and tumor volumes were measured. Consistently, the kinetics of tumorigenesis were comparable between KRASG12V and FKBP12F36V-KRASG12V in vivo, supporting the notion that the FKBP12F36V tag did not alter KRASG12V function (Figure 1E). Importantly, dTAGV-1 treatment robustly diminished the proliferation and viability of NIH/3T3 cells expressing FKBP12F36V-KRASG12V (Figure 1F). With our goal to evaluate targeted KRASG12V degradation in lung cancer models, we next confirmed these observations in human lung epithelial cells (AALE cells) (Supplemental Figure 1B). We have previously shown that KRASG12V transforms AALE cells and increases p-MEK levels (41, 42). Similar to the results with NIH/3T3 cells, compared with FKBP12F36V-GFP, we observed that ectopic expression of FKBP12F36V-KRASG12V in AALE cells led to elevated p-MEK levels and the formation of 3D spheroids (Supplemental Figure 1, B and C). We observed pronounced degradation of FKBP12F36V-KRASG12V upon treatment with dTAGV-1, leading to a reversal of p-MEK back to baseline levels and diminished proliferation as 3D spheroids (Supplemental Figure 1, B and D). Together, these results show that the FKBP12F36V tag did not affect the functionality of the oncoprotein or alter the kinetics of KRASG12V-induced tumorigenesis and validate the effectiveness of targeted degradation of FKBP12F36V-KRASG12V by dTAGV-1.
These results motivated our development of a transgenic lung cancer mouse model that enabled specific degradation of FKBP12F36V-KRASG12V using dTAGV-1. We first designed a targeting vector that included a PGK promoter and Lox-Stop-Lox cassette to allow for temporal and spatial control of gene expression, as we previously described (43) (Figure 2A). The transgene expression is controlled by the Lox-Stop-Lox cassette, which can be removed by Cre recombinase. FKBP12F36V-KRASG12V cDNA was subcloned into the targeting vector (Figure 2A). We also included HA tags to enable monitoring of KRASG12V levels. After the targeting vector was electroporated into mouse embryonic stem cells (ESCs), these cells were engineered to allow single-copy transgene insertion at the Col1A1 locus. Mouse ESC clones that carry the FKBP12F36V-KRASG12V transgene were selected, expanded, and injected into C57BL/6 (B6) blastocysts, which gave rise to chimeras (Figure 2A). The chimeras were bred with WT B6 mice, and transgene-positive mice were genotyped and sequenced, and then bred for experiments (Figure 2B).
Establishing a GEMM for targeted degradation of KRASG12V in lung cancer. (A) Schematic showing the design of the FKBP12F36V-KRASG12V GEMM. The schematic was created using BioRender.com. (B) Genomic sequencing confirmation of the KRASG12V mutation in the GEMM. (C) MRI was performed to detect lung tumor nodules 12–14 weeks after adenovirus-carrying Cre-recombinase delivery. (D) Representative images of H&E and IHC staining for TTF-1 in lung tumors from the FKBP12F36V-KRASG12V GEMM. Scale bars: 500 μm (top panels) and 100 μm (bottom panels).
We next sought to examine whether a single allele of FKBP12F36V-KRASG12V would give rise to lung adenocarcinoma modeling human disease in this model. Intranasal adenovirus-carrying Cre-recombinase was used to induce tumors in FKBP12F36V-KRASG12V mice that were 6–8 weeks of age. Starting from 12–14 weeks after the induction, FKBP12F36V-KRASG12V mice had visible lung tumors detected by MRI (Figure 2C). We then harvested mouse lungs from these FKBP12F36V-KRASG12V tumor–bearing mice to perform histologic analysis. H&E staining revealed the morphology of tumors formed by FKBP12F36V-KRASG12V cells resembled differentiated adenocarcinomas showing nuclear pleomorphisms including enlarged nuclei with prominent nucleoli (Figure 2D) (44). IHC staining for the lung adenocarcinoma–specific marker TTF-1 demonstrated strong nuclear expression, further confirming the presence of a primary pulmonary adenocarcinoma (Figure 2D). Our FKBP12F36V-KRASG12V mouse strain developed lung adenocarcinomas with complete penetrance and a consistent latency period, comparable to previously reported KRASG12V models (32–35). In summary, we successfully established a GEMM of FKBP12F36V-KRASG12V lung adenocarcinoma development that can be utilized for targeted degradation with the dTAG system.
dTAGV-1 effectively degrades KRASG12V and abolishes tumor growth in a KRASG12V GEMM. We next focused on evaluating the acute and prolonged responses to dTAG-mediated degradation of FKBP12F36V-KRASG12V. On the basis of our prior PK and PD studies (28), we treated a cohort of FKBP12F36V-KRASG12V tumor–bearing mice with 35 mg/kg dTAGV-1 continuously for 5 days (formulation is described in Supplemental Methods and was performed as previously described in ref. 28), harvested the tumor nodules, and evaluated FKBP12F36V-KRASG12V degradation by monitoring the HA tag and downstream signaling (Figure 3A). Notably, we observed robust degradation of FKBP12F36V-KRASG12V, with a concomitant decrease in downstream p-ERK signaling shown by Western blotting and IHC staining (Figure 3, B–D). To examine the duration of FKBP12F36V-KRASG12V degradation in vivo, we treated a separate cohort of tumor-bearing mice with dTAGV-1 continuously for 5 days. We then stopped compound administration and harvested tumors on days 5 (2 hours after the last dose), 6, 7, and 8. We observed that effective FKBP12F36V-KRASG12V degradation lasted for 72 hours following the last administration, before returning to levels comparable to those in the vehicle-treated group (Figure 3B and Supplemental Figure 2A). These results demonstrated successful target engagement and durable degradation of FKBP12F36V-KRASG12V by dTAGV-1. Furthermore, we examined the antiproliferative and apoptotic effects upon abrupt FKBP12F36V-KRASG12V loss after 5 days of dTAGV-1 treatment. IHC staining for the proliferation marker Ki-67 and the apoptosis marker cleaved caspase-3 showed that dTAGV-1 led to a significant decrease in Ki-67 levels and an increase in cleaved caspase-3 levels (Figure 3, E and F, and Supplemental Figure 2B). We next investigated the effects of acute FKBP12F36V-KRASG12V degradation on extracellular matrix component collagen using Masson’s trichrome staining. Interestingly, dTAGV-1 treatment caused a reduction in collagen matrices in tumor-bearing lungs (Supplemental Figure 2, C and D), suggesting a potential effect on the TME upon FKBP12F36V-KRASG12V degradation.
dTAGV-1 effectively degrades KRASG12V and inhibits downstream signaling in a KRASG12V-driven lung cancer GEMM. (A) Schematic showing the in vivo dosing schedule for evaluation of target engagement and degradation. Mice were treated once daily with either vehicle or dTAGV-1 (35 mg/kg) for 5 days. The schematic was created using BioRender.com. (B) Immunoblot analysis of HA to detect FKBP12F36V-KRASG12V, p-ERK, ERK, and actin in lung tumor nodules after the indicated treatment and duration (n = 3–5 per group). (C) Representative images of H&E and IHC staining for HA to detect FKBP12F36V-KRASG12V and p-ERK of lung tumors after the indicated treatment (n = 3 mice per group). Scale bars: 500 μm, 200 μm, 100 μm, and 50 μm (from top to bottom). (D) Quantification of HA to detect FKBP12F36V-KRASG12V and p-ERK+ staining after the indicated treatment. Data are presented as the mean ± SD of 10 representative areas from 3 mice per group. (E) Representative images of IHC staining for Ki-67 and cleaved caspase-3 in lung tumors after the indicated treatment. Scale bars: 100 μm (top panels) and 50 μm (bottom panels). (F) Quantification of Ki-67 and cleaved caspase-3+ staining after the indicated treatment. Data are presented as the mean ± SD of 10 representative areas from 3 mice per group. ****P < 0.0001, by 2-tailed Student’s t test (D and F).
After confirming that dTAGV-1 successfully degraded FKBP12F36V-KRASG12V and inhibited oncogenic KRAS signaling, we proceeded to assess its effect on tumor growth in vivo. For this, a separate cohort of GEMM mice was induced by intranasal adenovirus-carrying Cre recombinase, and their tumor volumes were monitored and quantified using MRI. Once tumor volumes reached approximately 100 mm3, mice were randomized to vehicle or dTAGV-1 treatment groups (Figure 4A). All mice in the vehicle treatment group displayed aggressive disease progression after a 3-week period (Figure 4, B and C). In contrast, mice treated with dTAGV-1 showed a significant tumor response (Figure 4, B and C), with MRI imaging revealing a reduction in tumor burden of over 50% in all treated mice after long-term treatment by week 3 or 4 (Figure 4C). Importantly, FKBP12F36V-KRASG12V degradation upon dTAGV-1 administration dramatically increased the survival of tumor-bearing mice (Figure 4D). These results indicate that KRASG12V degradation by dTAGV-1 substantially reduced tumor growth and prolonged survival in the KRASG12V-driven lung cancer model.
KRASG12V degradation abolishes tumor growth h in KRASG12V-driven murine lung and pancreatic cancer models. (A) Schematic showing the in vivo dosing schedule for evaluation of long-term dTAGV-1 treatment. The schematic was created using BioRender.com. (B) Representative MRI scans (n = 1 vehicle-treated mouse and 3 dTAGV-1–treated mice) of tumor at baseline and 2 weeks and 3 weeks after treatment initiation. Red arrowheads indicate lung tumors; red circles indicate the heart. (C) Waterfall plot (left) and dot plot (right) showing changes in tumor volume compared with baseline after 2 or 3–4 weeks of treatment. Data are presented as the mean ± SD of 8 per group. (D) Kaplan-Meier survival curve of FKBP12F36V-KRASG12V lung cancer mice after long-term treatment with vehicle or dTAGV-1 (n = 9 per group). (E) Volume changes of tumors from PATU-8902 FKBP12F36V-KRASG12V; KRAS–/– cells that were s.c. injected into mice and treated with vehicle or dTAGV-1. Data are presented as the mean ± SEM of 12 per group. (F) Representative pancreatic tumors after the indicated treatment. ****P < 0.0001, by 1-way ANOVA with post hoc Dunnett’s test (C) or 2-tailed Student’s t test (E).
To extend these findings, we sought to validate the in vivo antitumor effects of KRASG12V degradation in pancreatic cancer. To do so, we utilized an isogenic pancreatic ductal adenocarcinoma cell line (PATU-8902 FKBP12F36V-KRASG12V; KRAS–/–) that we previously developed to study KRASG12V degradation in vitro (29). We injected these cells s.c. into the flanks of nude mice. Once the tumor volume reached approximately 100 mm3, mice were randomized to either vehicle or dTAGV-1 treatment. Consistent with the results in our lung cancer GEMM, degradation of KRASG12V upon administration of dTAGV-1 significantly inhibited tumor growth of PATU-8902 FKBP12F36V-KRASG12V; KRAS–/– cells (Figure 4, E and F). Collectively, these findings validate the efficacy of KRASG12V degradation across different types of cancer and support targeted degradation as an effective therapeutic strategy.
KRASG12V degradation drives antitumor immunity through increased CD8+ T activity. Previous research has shown that KRAS inhibitors (AMG-510 and MRTX849) induce a proinflammatory TME and achieve durable responses alone or in combination with immune checkpoint inhibitors in preclinical mouse models (6, 45, 46). To investigate the immune-stimulatory effects of targeted degradation of KRASG12V in vivo, we profiled phenotypic and functional alterations of CD8+ T cells following a 5-day treatment with either vehicle or dTAGV-1 in tumor-bearing mice (Figure 5A). T cells with high CD44 expression (effector/memory marker) are characterized as effector cells, whereas T cells with high CD62L (naive T cell marker) are characterized as naive cells. Profiling of CD8+ T cells showed an increase in CD44hi effector CD8+ T cells and a decrease in CD62Lhi naive CD8+ T cells upon KRASG12V degradation (Figure 5, B and C). To further assess the activation of CD8+ T cells, we analyzed the expression of an activation/costimulatory marker, CD69. KRASG12V degradation led to significantly higher frequencies of CD69+CD8+ T cells (Figure 5, D and E). Additionally, we evaluated the activity of cytotoxic T lymphocytes (CTLs) by staining for granzyme B (GzmB), a cytotoxic granule protein secreted by CD8+ T cells. An increase in GzmB+CD8+ T cells was observed upon FKBP12F36V-KRASG12V degradation, suggesting an enhanced cytotoxic T cell–mediated clearance of tumor cells (Figure 5, D and E). These findings suggest that KRASG12V degradation stimulates a robust antitumor immune program, potentially driven by activated CD8+ T cells.
KRASG12V degradation increases CD8+ T activity in a KRASG12V-driven lung cancer GEMM. (A) Schematic showing the experimental design for immune profiling. After confirming tumor burden by MRI, mice were randomized and treated once daily with either vehicle or dTAGV-1 (35 mg/kg) for 5 days. Tumor nodules were then collected, and tumor-infiltrating lymphocytes were analyzed by flow cytometry. The schematic was created using BioRender.com. (B and C) Frequencies of CD44+CD8+ and CD62L+CD8+ T cells (n = 5 per group). Data are presented as the mean ± SEM (C). (D and E) Frequencies of CD69+CD8+ and GZMB+CD8+ T cells (n = 5 per group). Data are presented as the mean ± SEM (E). *P < 0.05 and **P < 0.01, by 2-tailed Student’s t test (C and E).
Transcriptomics analysis reveals that KRASG12V degradation triggers immune response signaling. To explore how KRASG12V degradation affects immune response signaling in vivo, we performed a transcriptomics analysis of tumor nodules from mice treated with either vehicle or dTAGV-1 for 5 days (Supplemental Figure 3A). Gene set enrichment analysis (GSEA) of differentially expressed genes (dTAGV-1 versus vehicle) identified the most modulated pathways (Supplemental Figure 3B). FKBP12F36V-KRASG12V degradation led to the downregulation of genes associated with the cell cycle (Supplemental Figure 3, B–D), E2F targets (Supplemental Figure 3, E and F), and mitosis (Supplemental Figure 3, G and H). Notably, FKBP12F36V-KRASG12V degradation led to the upregulation of pathway genes associated with the inflammatory response, the IFN-γ response, the IFN-α response, and allograft rejection (Supplemental Figure 3, I–L). Heatmaps for the most differentially regulated genes in these top signatures induced upon FKBP12F36V-KRASG12V degradation showed an increased expression of numerous central proinflammatory cytokines and chemokines, including Tnf, Cxcl10 and Ccl5 (Supplemental Figure 3M). These factors secreted in the TME can potentially contribute to an optimal antitumor T cell response. To confirm these findings, we then used quantitative reverse transcription PCR (qRT-PCR) to measure the expression of CCL5, CXCL10, and TNF upon dTAGV-1 treatment in AALE cells expressing FKBP12F36V-KRASG12V. dTAGV-1 treatment significantly upregulated CCL5 and CXCL10 expression, with a trend toward increased TNF expression (Supplemental Figure 3N). Furthermore, our RNA-Seq data also demonstrated that FKBP12F36V-KRASG12V degradation increased the expression of numerous granzyme subfamily member genes, including Gmza, Gzmb, Gzmc, as well as Prf1 and Ifng (Supplemental Figure 3M), which are crucial for CD8+ T cell–mediated cytotoxicity. These results, in line with the immune profiling data, support the immune-stimulatory effects of KRASG12V degradation.
KRASG12V degradation reprograms the TME to enhance antitumor immunity. We next performed single-cell RNA-Seq (scRNA-Seq) to systematically examine the effect on the TME upon degradation of KRASG12V. Lung tumors were collected after 5 days of treatment with either vehicle or dTAGV-1 to degrade FKBP12F36V-KRASG12V in tumor-bearing mice. We collected single-suspension cells and sequenced them on the 10X Genomics platform. In total, we obtained single-cell transcriptomes for 11,011 cells from the vehicle group and 7,486 cells from the dTAGV-1 cohort. Using unsupervised clustering, we identified approximately 14 distinct cell clusters according to the gene expression signatures (Figure 6A and Supplemental Figure 4A). We annotated these clusters with canonical cell-type markers and identified tumor cells expressing Epcam and Nkx2-1, B cells expressing Cd19, T cells expressing Cd3d, and NK cells expressing Ncr1. We also identified various myeloid cell populations, including monocytes, classical DCs (cDCs), plasmacytoid DCs (pDCs) (marked by Siglech, Bst2, and Tlr7), monocyte-derived DCs (marked by Itgax, Flt3, and Mgl2), macrophages (both M1-like and M2-like), and neutrophils (S100a8) (Figure 6B and Supplemental Figure 4A).
scRNA-Seq reveals that KRASG12V degradation reprograms the TME to promote antitumor immunity in a KRASG12V-driven lung cancer GEMM. (A) Uniform manifold approximation and projection (UMAP) plot shows the identified cell populations including tumor cells, immune cells, and fibroblasts. (B) UMAP plots showing the expression of cell-type–specific marker genes. (C) Percentage of cells in the TME of annotated clusters in response to the indicated treatments. (D) UMAP plot shows the identified cell subsets in the T cell population. (E) UMAP plots show the expression of selected marker genes. (F) Percentage of cells in the annotated T cell subsets in response to the indicated treatments.
To dissect the TME alterations following KRASG12V degradation, we analyzed the immune cell subpopulations. In comparison with the vehicle-treated cohort, dTAGV-1 administration slightly increased the overall frequency of total immune cell populations (Supplemental Figure 4B). We noted a modest increase in the frequency of T cells, monocyte-derived DCs (moDCs), NK cells, as well as innate lymphoid cells (ILCs) upon FKBP12F36V-KRASG12V degradation (Figure 6C). Conversely, a decrease in the percentages of B cells and monocytes was observed upon FKBP12F36V-KRASG12V degradation (Figure 6C). Macrophages are broadly classified into 2 main phenotypes on the basis of their activation states: classically activated (M1) and alternatively activated (M2) (47, 48). While M1-like macrophages can exert antitumor effects, M2-like macrophages often contribute to tumor growth and immune evasion (47, 48). Consistent with previous studies in the murine and human lung tumors (49, 50), the macrophages in the lung TME largely belonged to the M2-like macrophage phenotype, expressing Chil3 and Mrc1 (Supplemental Figure 4A). Notably, our scRNA-Seq analysis revealed that dTAGV-1 treatment led to an increase in M1-like macrophages expressing Ccl3, Tnf, Ler3, Clec4n, Tlr2/4, and Cd80 (51), whereas we observed a decrease in M2-like macrophages expressing Chil3 and Mrc1 (Figure 6C and Supplemental Figure 4A). The reduction in M2-like macrophages was further validated by IHC staining for MRC1 (also known as CD206) in the lung tumors upon FKBP12F36V-KRASG12V degradation (Supplemental Figure 4, C and D). These findings suggest that KRASG12V degradation might have an effect on promoting tumor-associated macrophages toward an M1-like antitumor phenotype. Given the high degree of heterogeneity and plasticity of macrophages, further investigation and functional validation are warranted in future work.
In addition, accumulating evidence indicates that B cells are strongly enriched in the TME in murine tumor models as well as in patients with lung cancer (49, 52–54). In agreement with this, our scRNA-Seq analysis revealed that B cells constituted a major immune cell population infiltrating the murine KRASG12V tumors. Unsupervised clustering of B cells identified 4 distinct clusters (Supplemental Figure 4E). Consistent with recent findings (52), most tumor-infiltrating B cells were in cluster 1, which exhibited a highly activated phenotype, expressing Cd86 and Cxcr4. Cluster 2 B cells, expressing Fcrl5, had a memory-like phenotype (55, 56) (Supplemental Figure 4F). Cluster 3 B cells, expressing Hspa1a, Hspa1b, and Jun, were associated with an activated phenotype, whereas cells in cluster 4, which was the smallest group, showed high expression of Iglc1 (Supplemental Figure 4F). Interestingly, FKBP12F36V-KRASG12V degradation led to a decrease in the percentage of cluster 1B cells compared with the vehicle group, whereas the frequency of cluster 3B cells increased (Supplemental Figure 4G). The percentages of clusters 2 and 4 remained similar upon FKBP12F36V-KRASG12V degradation. These observations suggest that KRASG12V degradation differentially affected various subtypes of activated B cells, which merits further investigation in the future.
Our in vivo immune-profiling analysis suggested that KRASG12V degradation increased CD8+ T cell activity in the TME. To comprehensively characterize the T cell subpopulations induced upon FKBP12F36V-KRASG12V degradation, we further analyzed the scRNA-Seq dataset and performed unbiased clustering of T cells. This approach identified 6 major clusters defined by the expression of marker genes, suggesting heterogeneous and complex populations. In the CD8+ T cell populations, cells with a high level of Sell and low levels of Cd44 and Ifng expression were consistent with naive and inactivated states and were thus classified as a “CD8+-naive” cluster. FKBP12F36V-KRASG12V degradation reduced the percentage of naive CD8+ cells (Figure 6, D–F). Cells in clusters with high Ifng and Cd44 expression resembled cytotoxic T cells and effector T cells, which were therefore classified as “CD8+ effector and cytotoxic T cells.” FKBP12F36V-KRASG12V degradation caused an increase in the effector and cytotoxic CD8+ T cells (Figure 6, D–F). Additionally, in the CD4+ T cell populations, we also observed a similar trend of decreased CD4+-naive T cells and increased CD4+ effector T cells (Figure 6, D–F). Our unbiased clustering also identified CD4+ Tregs, which expressed high levels of Foxp3 (Figure 6, D–F). We detected an increase in the frequency of CD4+ Tregs upon FKBP12F36V-KRASG12V degradation, which might indicate potential feedback from increased effector and cytotoxic T cell activity.
To complement our scRNA-Seq findings of immune TME alterations, we performed multiplex immunofluorescence (IF) analysis of lung tumors from mice that were subjected to a 5-day treatment with either vehicle or dTAGV-1 (Figure 7, A–C). We consistently observed an increase in CD3+ T cells upon abrupt loss of FKBP12F36V-KRASG12V compared with vehicle treatment (Figure 7, A and C). Likewise, dTAGV-1 treatment also led to a higher percentage of Foxp3+ Tregs (Figure 7, A and C). In addition, similar to our observations using scRNA-Seq analysis, IF imaging showed that the frequency of CD19+ B cells was decreased upon FKBP12F36V-KRASG12V degradation (Figure 7, B and C).
Antitumor immunity by KRASG12V degradation is partly dependent on CD8+ T cells in a KRASG12V-driven lung cancer GEMM. (A and B) Representative multiplex IF images showing (A) tumor-infiltrating CD3+ T cells, Foxp3+ Tregs, and (B) CD19+ B cells in response to the indicated treatments. The same samples are presented in A and B. Scale bars: 50 μm and 10 μm (left to right, respectively). (C) Quantification of CD3+ T cells, Foxp3+ Tregs, and CD19+ B cells in response to the indicated treatments. Data are presented as the mean ± SD of 10 representative areas from 3 mice per group. (D) Representative MRI scans of lung tumors at baseline and 2 weeks in response to the indicated treatment. Red arrows indicate lung tumors. (E and F) Waterfall plot (E) and dot plot (F) showing changes in tumor volume compared with baseline after 2 weeks of treatment. Data are presented as the mean ± SD of 4–6 per group. **P < 0.01, ***P < 0.001, and ****P < 0.0001, by 2-tailed Student’s t test (C) and 1-way ANOVA with post hoc Tukey’s test (F).
In summary, in line with the in vivo immune-profiling and bulk transcriptomics analysis, our scRNA-Seq analysis, complemented with multiplex IF imaging, confirmed an antitumor immune response following dTAGV-1 treatment to degrade FKBP12F36V-KRASG12V. These alterations included (a) a slight increase in overall immune cell infiltration, (b) a decrease in M2-like and an increase in M1-like macrophages, (c) a decrease in B cells, (d) a reduction in naive CD8+ and CD4+ T cells, and (e) an increase in effector and cytotoxic CD8+ T cells. These data further support the beneficial effects of targeted degradation of KRASG12V in rewiring the TME to enhance antitumor immunity.
Antitumor immunity by KRASG12V degradation is partly dependent on CD8+ T cells. Our integrated analysis above demonstrated that the antitumor immunity by KRASG12V degradation centered on T cells. To determine whether CD8+ or CD4+ T cells directly contribute to the antitumor response by dTAGV-1 treatment, we assessed the effect of perturbing immune cell function by in vivo neutralization antibodies against CD8 or CD4 (Supplemental Figure 5). FKBP12F36V-KRASG12V tumor–bearing mice were randomized to dTAGV-1 treatment or to a combination of dTAGV-1 with either anti-CD8 or anti-CD4 antibodies. Notably, compared with nondepletion of T cells in mice in the dTAGV-1–treated group, CD8+ T cell-depleted mice had significantly higher tumor burdens (Figure 7, D–F). Interestingly, we observed no significant difference between nondepletion mice and CD4+ T cell–ablated mice (Figure 7, D–F). These findings suggest that depletion of CD8+, but not CD4+, T cells mitigated the antitumor effect of FKBP12F36V-KRASG12V degradation by dTAGV-1, highlighting the observation that antitumor immunity by KRASG12V degradation was partly dependent on CD8+ T cells.
In summary, our work offers insights into how KRASG12V degradation influences both tumor progression and the immune response, underscoring the use of degraders as a potent strategy for targeting KRAS-mutant cancers. Furthermore, our study highlights the potential of the dTAG system in developing GEMMs for the study and validation of drug targets.
Targeted protein degradation holds incredible promise as a therapeutic strategy in diseases including cancer (14–17, 57). There is a current lack of targeted degradation strategies to study the consequences of drug target loss in vivo. Here, we focused on KRASG12V, which is the second most common mutation in NSCLC and a driver in several cancers including pancreatic and colorectal cancer (58, 59). While breakthroughs in the development of KRASG12C inhibitors including AMG-510 (sotorasib) (9, 10, 60) and MRTX849 (adagrasib) (61) represent a paradigm shift in the clinical management of patients with NSCLC harboring a KRASG12C mutation, there is currently a lack of selective KRASG12V inhibitors. As the field moves toward targeting other additional KRAS mutants, an improved understanding of targeting KRASG12V in vivo is necessary. We aimed to advance the dTAG system to generate a degradable cancer GEMM using KRASG12V as a prioritized target.
In this study, we demonstrate that this mouse model harboring a tagged allele of KRASG12V recapitulated the development of human adenocarcinoma. Our FKBP12F36V-KRASG12V mouse strain developed lung adenocarcinoma with complete penetrance and a consistent latency period, comparable to previously reported KRASG12V models (32–35). Critically, treatment with dTAG molecules effectively modeled the effect of targeted degradation of KRASG12V. In the mice, dTAGV-1 administration led to robust and durable degradation of KRASG12V, along with pronounced inhibition of downstream signaling, consistent with previous findings from studies using KRAS inhibitors in murine cancer models (6, 7). Strikingly, dTAGV-1 considerably reduced tumor growth in all treated KRASG12V mice, and the FKBP12F36V tag did not affect the kinetics of KRASG12V transformation or tumorigenesis in vitro or in vivo. Furthermore, although we focused on developing an NSCLC GEMM, our incorporation of Cre-recombinase–mediated introduction of FKBP12F36V-KRASG12V supports similar application in other tissues and cancers of interest including pancreatic cancer. Toward this aim, we performed experiments that extend to pancreatic cancer and demonstrate that dTAGV-1–mediated KRASG12V degradation drastically inhibited tumor growth in the PATU-8902 pancreatic cancer model. Our study demonstrates the unique power of these mouse models for in vivo evaluation of the effects of KRASG12V degradation on tumorigenesis.
Importantly, our GEMM enabled the evaluation of responses in an immune-competent mouse, which led us to test whether degradation of KRASG12V leads to an increased immune response in vivo. Prior work has linked KRASG12C inhibition to an immune response (46). In preclinical studies, treatment with AMG-510 showed a proinflammatory TME and induced durable cures alone and in combination with immune checkpoint inhibitors (6). Likewise, MRTX849 demonstrated an enhanced antitumor immunity, partly through increased MHC class I protein expression and decreased levels of immunosuppressive factors (45). MRTX849 also sensitized tumors to immune checkpoint inhibitors (45). Like these observations, we found that KRASG12V degradation drove antitumor immunity by increasing CD8+ T cell activity. This was further manifested by a substantial increase in CD44hi effector CD8+ T cells, as well as CD69+CD8+ and GzmB+CD8+ cytotoxic T cells. Complementing these immune-profiling data, our transcriptomics analysis revealed that KRASG12V degradation caused a strong inhibition of KRAS-dependent downstream signaling (E2F, mitosis, and cell-cycle pathways) while also triggering robust immune response signaling.
Given our limited understanding of how KRASG12V affects the lung TME, we conducted scRNA-Seq analysis to identify global alterations in the TME following KRASG12V degradation. This analysis was complemented with further IHC and multiplex imaging staining. Our study uncovered several key observations and mechanisms of action on immune components. KRASG12V degradation upon dTAGV-1 administration (a) triggered the expansion and reduction of certain subtypes of tumor-infiltrating lymphoid (T and B cells) and myeloid cells (M1-like and M2-like macrophages and DCs), (b) promoted a shift of naive CD4+ and CD8+ T cells to effector/activated T cells and cytotoxic CD8+ T cells, and (c) elicited an increase in the expression of an antitumor cytotoxic gene signature. Supporting this, our in vivo T cell depletion assays showed that a functional immune system centered on CD8+ T cells was required for the antitumor response induced upon KRASG12V degradation. Additionally, our results also indicate that KRASG12V degradation may promote tumor-associated macrophages toward a M1-like antitumor phenotype and affect different subtypes of B cells, which merits further investigation. Notably, there is emerging interest in utilizing covalently modified peptide–MHC class I complexes as tumor-specific neoantigens with KRASG12C inhibitors (62, 63). Future work is necessary to determine whether KRAS degradation promotes the production of neoantigen peptides and whether this phenomenon contributes to antitumor immunity. This research will also help experimentally rule out the possibility of an FKBP12F36V tag–induced immune response.
Our study also expands the use of the dTAG system for in vivo modeling. We and others have shown that the dTAG system can be used in xenograft models (27, 28, 37, 40, 64, 65) and mouse models of embryonic development (38). An important consideration in these efforts is to ensure that the tagged protein is functional and maintains the expected level of expression. One limitation of tag-based systems is that the addition of a tag has the potential to alter protein stability and half-life (66). In GEMMs, endogenous fusion with the FKBP12F36V-tag may affect protein stability and half-life, decreasing protein expression in vivo (39, 67). In our oncogene induction model, FKBP12F36V-KRASG12V is driven by a PGK promoter. Studies in embryonic development suggest that this may be target specific (38), but future work is warranted to improve tagging strategies to maintain protein stability to address this limitation. Furthermore, our oncogene induction model does not allow for the evaluation of the tolerability of systemic KRAS degradation. GEMMs that utilize the dTAG system, such as those recently described for CDK2 and CDK5, will prove to be highly complementary for evaluating toxicities from specific target protein loss (39).
In line with other studies, this work provides preclinical evidence that targeted degradation is a powerful strategy to disrupt mutant KRAS in vivo (21–25, 68). Recently, a clinical KRASG12D degrader (ASP3082) was described to have potent antitumor activities in multiple G12D-driven mouse models of cancer including pancreatic, colorectal, and NSCLC cancer (26). Currently, a phase I clinical trial is underway in patients with previously treated, locally advanced, or metastatic solid tumors with the KRASG12D mutation (NCT05382559). While it remains an open question whether KRAS degradation will provide a benefit over inhibition, our work highlights the therapeutic potential of targeted degradation of KRAS. It is worth noting that because of the current unavailability of KRASG12V-specific inhibitors, a direct comparison of the immunological effects between degradation of KRASG12V and inhibition of KRASG12V is not yet experimentally achievable. When these inhibitors become available, our mouse model will serve as an important platform for evaluating the differential effects on downstream signaling, tumorigenesis, and TME alterations, allowing for a comprehensive comparison of the responses to inhibitors and degraders. With the emergence of pan-KRAS and RAS(ON) multi-selective inhibitors (69–72), it will also be interesting to evaluate the immune responses triggered by these inhibitors and dTAGV-1–mediated degradation in our model.
Interestingly, a recent study showed that Kras oncogene ablation could prevent resistance to KRAS inhibitors in advanced lung adenocarcinomas, supporting the potential benefit of protein degradation (34). Supported by our prior cellular studies using the dTAG system studying targeted agent resistance mechanisms (28, 73), we expect that our model will enable the identification of mechanisms of resistance to KRAS disruption and the testing of drug combination strategies in vivo. Future work will be necessary to evaluate drug combination approaches and to extend our model to additional KRAS mutants and other KRAS-driven cancers. In summary, our study demonstrates that degradation of KRASG12V drove antitumor immunity and abolished tumor growth in lung cancer. Our work highlights the value of degradable model systems to understand and advance targeted degradation strategies for cancer therapy.
Sex as a biological variable. Our study examined male and female animals, and similar findings are reported for both sexes.
Generation of FKBP12F36V-KRASG12V transgenic mice. To generate FKBP12F36V-KRASG12V mice that enable specific degradation by dTAGV-1, we designed a targeting vector with a PGK promoter and a Lox-Stop-Lox cassette, which allows the temporal and spatial control of gene expression, as we previously described (43). FKBP12F36V-KRASG12V complementary DNA was cloned into the targeting vector. Transgene expression is controlled by the stop cassette, which can be removed by Cre recombinase. After the targeting vector was electroporated into ES cells, these cells were engineered to allow single-copy transgene insertion at the Co1lA1 locus. ES clones that carry the FKBP12F36V-KRASG12V transgene were selected, expanded, and used to inject into B6 blastocysts, which gave rise to chimeras. The chimeras were bred with WT B6 mice, and transgene-positive mice were genotyped and sequenced and expanded for experiments. From 6–8 weeks of age, mice were given adenovirus-SPC-Cre recombinase (Ad-Cre) by intranasal intubation to allow Cre-Lox–mediated recombination.
In vivo studies. For NIH/3T3 KRASG12V or FKBP12F36V-KRASG12V mouse model studies, 1 × 106 cells were injected into the flank of nude mice. Tumor growth was monitored and measured by caliper. For treatment studies using FKBP12F36V-KRASG12V GEMMs, mice were evaluated by MRI (Preclinical Imaging Laboratory, NYU Grossman School of Medicine and In Vivo Imaging Facility, University of Pittsburgh UPMC Hillman Cancer Center) to quantify lung tumor burden before randomization and after drug treatment. Once the tumor volumes reached approximately 100 mm3 in size (quantified by a 3D slicer using MRI images), the mice were then enrolled and randomized into either the vehicle or dTAGV-1 (35 mg/kg) treatment group. For the treatment studies using the PATU-8902 pancreatic cancer model, 1 × 106 cells were injected into the flank of nude mice. Tumor volumes were monitored and measured by caliper before randomization. Once tumor volumes reached approximately 100 mm3 in size, mice were randomized to treatment with either vehicle or dTAGV-1 (35 mg/kg). For CD8+ or CD4+ T cell depletion studies, mice were injected i.p. with either anti-CD8 antibody (400 mg, Bio X Cell, clone 2.43), anti-CD4 (400 mg, Bio X Cell, clone GK1.5), or an isotype control antibody 48 and 24 hours before beginning dTAGV-1 treatment and then every 4 days thereafter.
Extended material and methods. Additional details on compounds, reagents, assays, and bioinformatics analysis are provided in the Supplemental Methods.
Statistics. Statistical analyses were performed using GraphPad Prism, version 10 (GraphPad Software), and statistical significance was determined if the P value was less than 0.05. Data are presented as the mean with SD unless otherwise specified. Statistical comparisons of 2 groups were performed using a 2-tailed Student’s t test, and multiple comparisons were performed using 1-way ANOVA followed by post hoc Dunnett’s test or Tukey’s test unless otherwise specified.
Study approval. All animal studies were reviewed and approved by the IACUC of the NYU Grossman School of Medicine and the University of Pittsburgh School of Medicine. Both male and female mice were used, and all mice were maintained in accordance with guidelines of the NYU Grossman School of Medicine and the University of Pittsburgh School of Medicine with regard to the care, welfare, and treatment of laboratory animals. All experiments met or exceeded the standards of the Association for the Assessment and Accreditation of Laboratory Animal Care, International (AALAC), the US Department of Health and Human Services, and all local and federal animal welfare laws.
Data availability. The the raw and processed bulk RNA-Seq and scRNA-Seq data generated and reported in this work are available in the NCBI’s Gene Expression Omnibus (GEO) database (GEO GSE234472). All supporting data are provided in the Supporting Data Values file and are available online as supplemental material.
HZ, KKW, and BN conceptualized the study, designed the experiments, interpreted the data, wrote the manuscript, and supervised the study. DL, KG, JG, and SK performed most of the experiments, analyzed and interpreted the data, and contributed to the writing of the manuscript. YH performed bioinformatics analyses. ATO, CCK, YP, FS, HMK, AMW, Y Li, TC, CT, MR, MM, DSL, JC, MSDP, JS, AC, JMP, XS, ZYZ, and MP conducted experiments, including in vitro assays in NIH/3T3 and AALE cells, multiplex imaging, MRI scans, dosing, and IHC. FL, HH, SSG, TZ, BH, BAN, WC, MEK, XW, JL, AHB, Y Liu, XZ, TCB, and NSG provided resources and analyzed and interpreted the data. The order in which the co-first authors are listed was determined by the order of their entry into the study. All authors reviewed the manuscript.
The authors thank members of the Zhang, Wong, and Nabet laboratories for feedback on this study and manuscript. We thank Haikuo Zhang (Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA) for his advice on mouse modeling. This work was supported by the National Cancer Institute (NCI), NIH (K22 CA276357, to HZ; K22 CA258805, to BN; NCI Cancer Center Support Grant P30 CA015704, to BN; and U01 CA282109, to BN) and a Fred Hutchinson Cancer Center Human Biology Division Pilot Award (to BN and AHB). SG is supported by the NCI, NIH (K22 CA279077) and a PhRMA Foundation Faculty Starter Grant. BAN is a Damon Runyon Clinical Investigator supported in part by the Damon Runyon Cancer Foundation (CI-124-23). We thank the Experimental Pathology Research Laboratory and the Genome Technology Center, which are partially supported by the NCI, NIH Cancer Center Support Grant P30CA016087 at NYU Langone’s Laura and Isaac Perlmutter Cancer Center. We also thank members of the Preclinical Imaging Laboratory, a shared resource partially supported by a Laura and Isaac Perlmutter Cancer Center Support Grant (NCI, NIH P30 CA016087) and a National Institute of Biomedical Imaging and Bioengineering (NIBIB), NIH, Biomedical Technology Resource Center Grant (P41 EB017183). This research utilized the Hillman Animal Facility, which is supported in part by the NCI, NIH (P30 CA047904), and utilized the Hillman Cancer Center In vivo Imaging Facility, a shared resource at the University of Pittsburgh, supported by the NIH Cancer Center Support Grant (P30 CA047904). This research was supported by the Genomics and Bioinformatics Shared Resource (RRID:SCR_022606) and the Cellular Imaging Shared Resource (RRID:SCR_022609) of the Fred Hutch/University of Washington/Seattle Children’s Cancer Consortium (P30 CA015704).
Address correspondence to: Hua Zhang, Hillman Cancer Center, UPMC, Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, 5117 Centre Avenue, Pittsburgh, Pennsylvania 15261, USA. Phone: 412.864.7742; Email: huz59@pitt.edu. Or to: Kwok-Kin Wong, Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, 550 First Avenue, New York, New York 10016, USA. Phone: 212.263.9203; Email: Kwok-Kin.Wong@nyulangone.org. Or to: Behnam Nabet, Human Biology Division, Fred Hutchinson Cancer Center, 1100 Fairview Avenue N., Seattle, Washington 98109, USA. Phone: 206.667.4052; Email: bnabet@fredhutch.org.
DL’s present address is: Department of Pulmonary and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.
Conflict of interest: TZ is a scientific founder of, equity holder in, and consultant for Matchpoint, and equity holder in Shenandoah. NSG is a scientific founder, member of the scientific advisory board (SAB), and equity holder in C4 Therapeutics, Syros, Soltego (board member), B2S/Voronoi, Allorion, Lighthorse, Cobroventures, GSK, Larkspur (board member), Shenandoah (board member), and Matchpoint. The Gray laboratory receives research funding from Springworks and Interline. BN and NSG are inventors on a patent application related to the dTAG system (WO/2020/146250). BN is an inventor on patent applications related to the dTAG system (WO/2017/024318, WO/2017/024319, WO/2018/148440, and WO/2018/148443). The Nabet laboratory receives or has received research funding from Mitsubishi Tanabe Pharma America Inc. KKW is a founder of and equity holder in G1 Therapeutics and has sponsored research agreements with MedImmune, Takeda, TargImmune, Bristol-Myers Squibb, Mirati, Merus, and Alkermes and consulting and sponsored research agreements with AstraZeneca, Janssen, Pfizer, Novartis, Merck, Ono, and Array.
Copyright: © 2024, Li et al. This is an open access article published under the terms of the Creative Commons Attribution 4.0 International License.
Reference information: J Clin Invest. 2025;135(2):e174249. https://doi.org/10.1172/JCI174249.