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abstract

Workshop on Microbiomics, Metagenomics, and Metabolomics

Published: 04 September 2019 Publication History

Abstract

The past decade has witnessed a revolution in microbiology through the advent microbiomics: investigating entire microbial ecosystems in and around us as opposed to studying single microbes in isolation. Recent technological advances in high throughput sequencing technology has enabled these studies, significantly improving our capacity to explore the composition and dynamics of these microbial communities. A key goal of microbiome research is defining the structure of and functional relationships between various organisms constituting microbiota under different conditions (e.g., health and disease states and/or environmental factors). These efforts stand to significantly improve human and environmental health since many physical processes are regulated by or interact with microbial organisms. Large scale collaborative efforts in this direction, such as the Human Microbiome Project and the Earth Microbiome Project, have generated unprecedented amounts of metagenomic data. To decipher this resulting data, novel computational algorithms and tools are rapidly being developed to identify organisms (taxonomic classification of microbiome sequences), assemble bacterial genomes from these in situ experiments (metagenome assembly), functionally and metabolically profile microbiomes, and identify taxonomic and functional biomarkers. Against this background, the main goal of this workshop is to highlight recent advances in computational methods for metagenomics and metabolomics and to discuss remaining key challenges and promising future research directions. Topics include methods to identify microbes and their functions, measure similarity of samples, identify biomarkers, provide functional profiling, and enable efficient real-time analysis of ubiquitous microbiome samples and studies.

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cover image ACM Conferences
BCB '19: Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics
September 2019
716 pages
ISBN:9781450366663
DOI:10.1145/3307339
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 September 2019

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  1. metabolomics
  2. metagenomics
  3. microbiomics

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BCB '19
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BCB '19 Paper Acceptance Rate 42 of 157 submissions, 27%;
Overall Acceptance Rate 254 of 885 submissions, 29%

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