Abstract
Background
To understand how to improve the effect of immune checkpoint inhibitors in uveal melanoma (UM), we need a better understanding of the expression of PD-1 and PD-L1, their relation with the presence of tumor-infiltrating lymphocytes (TILs), and their prognostic relevance in UM patients.
Materials and methods
Expression of PD-1 and PD-L1 was assessed in 71 UM tissue samples by immunohistochemistry and quantitative real-time PCR (qRT-PCR), and further validated by western blotting. The effect of interferon gamma (IFN-γ) on PD-1/PD-L1 expression was determined on four UM cell lines.
Results
Immunoreactivity of PD-1 was found in 30/71 cases and of PD-L1 in 44/71 UM samples. Tumor-infiltrating lymphocytes were found in 46% of UM tissues. PD-1 was expressed on TILs while tumor cells expressed PD-L1. UM with and without TILs showed expression of PD-1 in 69% and 18% cases, respectively (p = 0.001). Similarly, PD-L1 was found in 75% of UM with TILs and in 50% of cases without TILs, respectively (p = 0.03). DFS rate were lower in patients with TILs with expression of PD-1 and PD-L1, but the rate of DFS was higher with expression of PD-L1 in patients without TILs. After treatment of UM cell lines with IFN-γ, PD-1 expression was induced in all UM cell lines whereas PD-L1 expression was found at a lower level in untreated cells, while expression also increased following treatment with IFN-γ.
Conclusion
Our study suggests that increased infiltration with TILs promotes the aggressive behavior and suppresses the immune response of UM cells, thereby inhibiting immunotherapy.
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Abbreviations
- AJCC:
-
American Joint Committee on Cancer
- IHC:
-
Immunohistochemistry
- IFN-γ:
-
Interferon gamma
- MVD:
-
Microvascular density
- PD-1:
-
Programmed death-1
- PD-L1:
-
Programmed death-ligand 1
- qRT-PCR:
-
Quantitative real-time polymerase chain reaction
- SDS-PAGE:
-
Sodium dodecyl sulfate–polyacrylamide gel electrophoresis
- TILs:
-
Tumor-infiltrating lymphocytes
- UM:
-
Uveal melanoma
References
Singh AD, Bergman L, Seregard S (2005) Uveal melanoma: epidemiologic aspects. Ophthalmol Clin North Am 18(1):75–84. https://doi.org/10.1016/j.ohc.2004.07.002
Kashyap S, Meel R, Singh L, Singh M (2016) Uveal melanoma. Semin Diagn Pathol 33(3):141–147. https://doi.org/10.1053/j.semdp.2015.10.005
Harbour JW, Onken MD, Roberson ED, Duan S, Cao L, Worley LA, Council ML, Matatall KA, Helms C, Bowcock AM (2010) Frequent mutation of BAP1 in metastasizing uveal melanomas. Science 330(6009):1410–1413. https://doi.org/10.1126/science.1194472
Seibel I, Cordini D, Rehak M, Hager A, Riechardt AI, Boker A, Heufelder J, Weber A, Gollrad J, Besserer A, Joussen AM (2015) Local recurrence after primary proton beam therapy in uveal melanoma: risk factors, retreatment approaches, and outcome. Am J Ophthalmol 160(4):628–636. https://doi.org/10.1016/j.ajo.2015.06.017
Weis E, Salopek TG, McKinnon JG, Larocque MP, Temple-Oberle C, Cheng T, McWhae J, Sloboda R, Shea-Budgell M (2016) Management of uveal melanoma: a consensus-based provincial clinical practice guideline. Curr Oncol 23(1):e57-64. https://doi.org/10.3747/co.23.2859
Nathan P, Cohen V, Coupland S, Curtis K, Damato B, Evans J, Fenwick S, Kirkpatrick L, Li O, Marshall E, McGuirk K, Ottensmeier C, Pearce N, Salvi S, Stedman B, Szlosarek P, Turnbull N (2015) Uveal melanoma UK national guidelines. Eur J Cancer 51(16):2404–2412. https://doi.org/10.1016/j.ejca.2015.07.013
Rospond-Kubiak I, Damato B (2014) The surgical approach to the management of anterior uveal melanomas. Eye (Lond) 28(6):741–747. https://doi.org/10.1038/eye.2014.74
Pereira PR, Odashiro AN, Lim LA, Miyamoto C, Blanco PL, Odashiro M, Maloney S, De Souza DF, Burnier MN Jr (2013) Current and emerging treatment options for uveal melanoma. Clin Ophthalmol 7:1669–1682. https://doi.org/10.2147/opth.S28863
Sato T (2010) Locoregional management of hepatic metastasis from primary uveal melanoma. Semin Oncol 37(2):127–138. https://doi.org/10.1053/j.seminoncol.2010.03.014
Komatsubara KM, Carvajal RD (2017) Immunotherapy for the treatment of Uveal melanoma: current status and emerging therapies. Curr Oncol Rep 19(7):45. https://doi.org/10.1007/s11912-017-0606-5
Zhou R, Caspi RR (2010) Ocular immune privilege. Biol Rep 1:2. https://doi.org/10.3410/b2-3
Egeblad M, Nakasone ES, Werb Z (2010) Tumors as organs: complex tissues that interface with the entire organism. Dev Cell 18(6):884–901. https://doi.org/10.1016/j.devcel.2010.05.012
Khong HT, Wang QJ, Rosenberg SA (2004) Identification of multiple antigens recognized by tumor-infiltrating lymphocytes from a single patient: tumor escape by antigen loss and loss of MHC expression. J Immunother 27(3):184–190. https://doi.org/10.1097/00002371-200405000-00002
Denkert C, Loibl S, Noske A, Roller M, Muller B, Komor M, Budczies J, Darb-Esfahani S, Kronenwett R, Hanusch C (2010) Tumor-associated lymphocytes as an independent predictor of response to neoadjuvant chemotherapy in breast cancer. J Clin Oncol 28(1):105–113
Dieci M, Criscitiello C, Goubar A, Viale G, Conte P, Guarneri V, Ficarra G, Mathieu M, Delaloge S, Curigliano G (2014) Prognostic value of tumor-infiltrating lymphocytes on residual disease after primary chemotherapy for triple-negative breast cancer: a retrospective multicenter study. Ann Oncol 25(3):611–618
Tougeron D, Fauquembergue E, Rouquette A, Le Pessot F, Sesboue R, Laurent M, Berthet P, Mauillon J, Di Fiore F, Sabourin JC, Michel P, Tosi M, Frebourg T, Latouche JB (2009) Tumor-infiltrating lymphocytes in colorectal cancers with microsatellite instability are correlated with the number and spectrum of frameshift mutations. Mod Pathol 22(9):1186–1195. https://doi.org/10.1038/modpathol.2009.80
Lee JS, Won HS, Sun S, Hong JH, Ko YH (2018) Prognostic role of tumor-infiltrating lymphocytes in gastric cancer: a systematic review and meta-analysis. Medicine (Baltimore) 97(32):e11769. https://doi.org/10.1097/md.0000000000011769
Ben-Avi R, Farhi R, Ben-Nun A, Gorodner M, Greenberg E, Markel G, Schachter J, Itzhaki O, Besser MJ (2018) Establishment of adoptive cell therapy with tumor infiltrating lymphocytes for non-small cell lung cancer patients. Cancer Immunol Immunother 67(8):1221–1230. https://doi.org/10.1007/s00262-018-2174-4
Hwang W-T, Adams SF, Tahirovic E, Hagemann IS, Coukos G (2012) Prognostic significance of tumor-infiltrating T cells in ovarian cancer: a meta-analysis. Gynecol Oncol 124(2):192–198
Krishna Y, McCarthy C, Kalirai H, Coupland SE (2017) Inflammatory cell infiltrates in advanced metastatic uveal melanoma. Hum Pathol 66:159–166. https://doi.org/10.1016/j.humpath.2017.06.005
Sharma P, Allison JP (2015) The future of immune checkpoint therapy. Science 348(6230):56–61. https://doi.org/10.1126/science.aaa8172
Rossi E, Schinzari G, Zizzari IG, Maiorano BA, Pagliara MM, Sammarco MG, Fiorentino V, Petrone G, Cassano A, Rindi G, Bria E, Blasi MA, Nuti M, Tortora G (2019) Immunological backbone of uveal melanoma: is there a rationale for immunotherapy? Cancers (Basel) 11:8. https://doi.org/10.3390/cancers11081055
Pötzl J, Roser D, Bankel L, Hömberg N, Geishauser A, Brenner CD, Weigand M, Röcken M, Mocikat R (2017) Reversal of tumor acidosis by systemic buffering reactivates NK cells to express IFN-γ and induces NK cell-dependent lymphoma control without other immunotherapies. Int J Cancer 140(9):2125–2133
Hallermalm K, Seki K, De Geer A, Motyka B, Bleackley RC, Jager MJ, Froelich CJ, Kiessling R, Levitsky V, Levitskaya J (2008) Modulation of the tumor cell phenotype by IFN-gamma results in resistance of uveal melanoma cells to granule-mediated lysis by cytotoxic lymphocytes. J Immunol 180(6):3766–3774. https://doi.org/10.4049/jimmunol.180.6.3766
Ni L, Lu J (2018) Interferon gamma in cancer immunotherapy. Cancer Med 7(9):4509–4516. https://doi.org/10.1002/cam4.1700
Manguso RT, Pope HW, Zimmer MD, Brown FD, Yates KB, Miller BC, Collins NB, Bi K, LaFleur MW, Juneja VR (2017) In vivo CRISPR screening identifies Ptpn2 as a cancer immunotherapy target. Nature 547(7664):413–418
Wierenga APA, Cao J, Luyten GPM, Jager MJ (2019) Immune checkpoint inhibitors in uveal and conjunctival melanoma. Int Ophthalmol Clin 59(2):53–63. https://doi.org/10.1097/iio.0000000000000263
Daniels AB, Veverka KK, Patel SN, Sculley L, Munn G, Pulido JS (2019) Computing uveal melanoma basal diameters: a comparative analysis of several novel techniques with improved accuracy. Int J Retina Vitreous 5:2. https://doi.org/10.1186/s40942-018-0151-x
Shields CL, Furuta M, Thangappan A, Nagori S, Mashayekhi A, Lally DR, Kelly CC, Rudich DS, Nagori AV, Wakade OA, Mehta S, Forte L, Long A, Dellacava EF, Kaplan B, Shields JA (2009) Metastasis of uveal melanoma millimeter-by-millimeter in 8033 consecutive eyes. Arch Ophthalmol 127(8):989–998. https://doi.org/10.1001/archophthalmol.2009.208
Makitie T, Summanen P, Tarkkanen A, Kivela T (2001) Tumor-infiltrating macrophages (CD68(+) cells) and prognosis in malignant uveal melanoma. Invest Ophthalmol Vis Sci 42(7):1414–1421
Makitie T, Summanen P, Tarkkanen A, Kivela T (1999) Microvascular density in predicting survival of patients with choroidal and ciliary body melanoma. Invest Ophthalmol Vis Sci 40(11):2471–2480
Jager MJ, Magner JA, Ksander BR, Dubovy SR (2016) Uveal melanoma cell lines: where do they come from? (An American Ophthalmological Society Thesis). Trans Am Ophthalmol Soc 114:T5
De Waard-Siebinga I, Blom DJ, Griffioen M, Schrier PI, Hoogendoorn E, Beverstock G, Danen EH, Jager MJ (1995) Establishment and characterization of an uveal-melanoma cell line. Int J Cancer 62(2):155–161. https://doi.org/10.1002/ijc.2910620208
Chen PW, Murray TG, Uno T, Salgaller ML, Reddy R, Ksander BR (1997) Expression of MAGE genes in ocular melanoma during progression from primary to metastatic disease. Clin Exp Metastasis 15(5):509–518. https://doi.org/10.1023/a:1018479011340
Li Y, Liang L, Dai W, Cai G, Xu Y, Li X, Li Q, Cai S (2016) Prognostic impact of programed cell death-1 (PD-1) and PD-ligand 1 (PD-L1) expression in cancer cells and tumor infiltrating lymphocytes in colorectal cancer. Mol Cancer 15(1):55. https://doi.org/10.1186/s12943-016-0539-x
Oliva M, Rullan AJ, Piulats JM (2016) Uveal melanoma as a target for immune-therapy. Ann Transl Med 4(9):172. https://doi.org/10.21037/atm.2016.05.04
Zoroquiain P, Esposito E, Logan P, Aldrees S, Dias AB, Mansure JJ, Santapau D, Garcia C, Saornil MA, Belfort Neto R, Burnier MN (2018) Programmed cell death ligand-1 expression in tumor and immune cells is associated with better patient outcome and decreased tumor-infiltrating lymphocytes in uveal melanoma. Mod Pathol 31(8):1201–1210. https://doi.org/10.1038/s41379-018-0043-5
de la Cruz PO (1990) Lymphocytic infiltration in uveal malignant melanoma. Cancer 65(1):112–115. https://doi.org/10.1002/1097-0142(19900101)65:1%3c112::aid-cncr2820650123%3e3.0.co;2-x
Whelchel JC, Farah SE, McLean IW, Burnier MN (1993) Immunohistochemistry of infiltrating lymphocytes in uveal malignant melanoma. Invest Ophthalmol Vis Sci 34(8):2603–2606
Bronkhorst IH, Vu TH, Jordanova ES, Luyten GP, Burg SH, Jager MJ (2012) Different subsets of tumor-infiltrating lymphocytes correlate with macrophage influx and monosomy 3 in uveal melanoma. Invest Ophthalmol Vis Sci 53(9):5370–5378. https://doi.org/10.1167/iovs.11-9280
Bronkhorst IH, Jager MJ (2013) Inflammation in uveal melanoma. Eye (Lond) 27(2):217–223. https://doi.org/10.1038/eye.2012.253
Gezgin G, Dogrusoz M, van Essen TH, Kroes WGM, Luyten GPM, van der Velden PA, Walter V, Verdijk RM, van Hall T, van der Burg SH, Jager MJ (2017) Genetic evolution of uveal melanoma guides the development of an inflammatory microenvironment. Cancer Immunol Immunother 66(7):903–912. https://doi.org/10.1007/s00262-017-1991-1
Xue M, Shang J, Chen B, Yang Z, Song Q, Sun X, Chen J, Yang J (2019) Identification of prognostic signatures for predicting the overall survival of uveal melanoma patients. J Cancer 10(20):4921–4931. https://doi.org/10.7150/jca.30618
Kaliki S, Shields CL, Shields JA (2015) Uveal melanoma: estimating prognosis. Indian J Ophthalmol 63(2):93–102. https://doi.org/10.4103/0301-4738.154367
Pardoll DM (2012) The blockade of immune checkpoints in cancer immunotherapy. Nat Rev Cancer 12(4):252–264
Dearman R, Moussavi A, Kemeny D, Kimber I (1996) Contribution of CD4+ and CD8+ T lymphocyte subsets to the cytokine secretion patterns induced in mice during sensitization to contact and respiratory chemical allergens. Immunology 89(4):502–510
Yang W, Chen PW, Li H, Alizadeh H, Niederkorn JY (2008) PD-L1: PD-1 interaction contributes to the functional suppression of T-cell responses to human uveal melanoma cells in vitro. Invest Ophthalmol Vis Sci 49(6):2518–2525. https://doi.org/10.1167/iovs.07-1606
Niederkorn JY (2009) Immune escape mechanisms of intraocular tumors. Prog Retin Eye Res 28(5):329–347. https://doi.org/10.1016/j.preteyeres.2009.06.002
Acknowledgements
The work was supported by Department for Science and Technology (DST), Govt. of India for providing National Post-Doctoral fellowship (N-PDF) to Dr. Lata Singh and conducting this research (NPDF/2016/000903).
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Conception and study design: LS and MKS; clinicopathological data analysis: LS, MKS and SK; in vitro data analysis: LS and MCK; enucleated sample: RM and NL; follow-up of the patients: NL and SB; pathology slide review: SK and SS; cell lines provider: MJJ; manuscript editing: MCK, MJJ, LS, MKS and SK; all the authors finally approved the manuscript version to be published.
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Human subjects were included in this study. Informed consent was obtained from all patients before participation in this study. All procedures were approved by the institutional ethics committee, All India Institute of Medical Sciences (AIIMS), New Delhi, India (Ref. No. IEC-424/RP-6/2016) and were conducted in accordance with the tenets of the Declaration of Helsinki for experiments involving humans.
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Singh, L., Singh, M.K., Kenney, M.C. et al. Prognostic significance of PD-1/PD-L1 expression in uveal melanoma: correlation with tumor-infiltrating lymphocytes and clinicopathological parameters. Cancer Immunol Immunother 70, 1291–1303 (2021). https://doi.org/10.1007/s00262-020-02773-8
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DOI: https://doi.org/10.1007/s00262-020-02773-8