Comprehensive Functional Annotation of Metagenomes and Microbial Genomes Using a Deep Learning-Based Method

Author:

Maranga Mary1ORCID,Szczerbiak Pawel1,Bezshapkin Valentyn1,Gligorijevic Vladimir23,Chandler Chris2,Bonneau Richard23,Xavier Ramnik J.4567,Vatanen Tommi489,Kosciolek Tomasz1ORCID

Affiliation:

1. Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland

2. Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, New York, USA

3. Prescient Design, New York, New York, USA

4. Broad Institute, Cambridge, Massachusetts, USA

5. Center for Microbiome Informatics and Therapeutics, MIT, Cambridge, Massachusetts, USA

6. Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA

7. Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA

8. Liggins Institute, University of Auckland, Auckland, New Zealand

9. Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland

Abstract

The past decade has seen advancement in high-throughput sequencing technologies resulting in rapid accumulation of genomic data from microbial communities. While this growth in sequence data and gene discovery is impressive, the majority of microbial gene functions remain uncharacterized.

Funder

Narodowa Agencja Wymiany Akademickiej

Publisher

American Society for Microbiology

Subject

Computer Science Applications,Genetics,Molecular Biology,Modeling and Simulation,Ecology, Evolution, Behavior and Systematics,Biochemistry,Physiology,Microbiology

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3