GMrepo: a database of curated and consistently annotated human gut metagenomes

Author:

Wu Sicheng1,Sun Chuqing1,Li Yanze1,Wang Teng1,Jia Longhao1,Lai Senying1,Yang Yaling12,Luo Pengyu1,Dai Die1,Yang Yong-Qing3,Luo Qibin4,Gao Na L15,Ning Kang16,He Li-jie7,Zhao Xing-Ming89,Chen Wei-Hua1610ORCID

Affiliation:

1. Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, 430074 Wuhan, Hubei, China

2. Shenzhen Digital Life Institute, 518053 Shenzhen, Guangdong, China

3. Huazhong University of Science and Technology School of Physics, 430070 Wuhan, Hubei, China

4. Department of Genome Oriented Bioinformatics, Technische Universität München, Wissenschaftszentrum Weihenstephan, 85350 Freising, Germany

5. Institute for Computer Science and Dept. of Biology, Heinrich Heine University, 40225 Duesseldorf, Germany

6. Huazhong University of Science and Technology Ezhou Industrial Technology Research Institute, 436044 Ezhou, Hubei, China

7. Department of Medical Oncology, People's Hospital of Liaoning Province, 110016 Shenyang, China

8. Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, 200433 Shanghai, China

9. Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education, China

10. College of Life Science, HeNan Normal University, 453007 Xinxiang, Henan, China

Abstract

Abstract GMrepo (data repository for Gut Microbiota) is a database of curated and consistently annotated human gut metagenomes. Its main purpose is to facilitate the reusability and accessibility of the rapidly growing human metagenomic data. This is achieved by consistently annotating the microbial contents of collected samples using state-of-art toolsets and by manual curation of the meta-data of the corresponding human hosts. GMrepo organizes the collected samples according to their associated phenotypes and includes all possible related meta-data such as age, sex, country, body-mass-index (BMI) and recent antibiotics usage. To make relevant information easier to access, GMrepo is equipped with a graphical query builder, enabling users to make customized, complex and biologically relevant queries. For example, to find (1) samples from healthy individuals of 18 to 25 years old with BMIs between 18.5 and 24.9, or (2) projects that are related to colorectal neoplasms, with each containing >100 samples and both patients and healthy controls. Precomputed species/genus relative abundances, prevalence within and across phenotypes, and pairwise co-occurrence information are all available at the website and accessible through programmable interfaces. So far, GMrepo contains 58 903 human gut samples/runs (including 17 618 metagenomes and 41 285 amplicons) from 253 projects concerning 92 phenotypes. GMrepo is freely available at: https://gmrepo.humangut.info.

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Natural Science Foundation of Shanghai

Shanghai Municipal Science and Technology Major Project

Publisher

Oxford University Press (OUP)

Subject

Genetics

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