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GMrepo:一个经过精心整理和一致注释的人类肠道宏基因组数据库。

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

机构信息

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.

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

出版信息

Nucleic Acids Res. 2020 Jan 8;48(D1):D545-D553. doi: 10.1093/nar/gkz764.


DOI:10.1093/nar/gkz764
PMID:31504765
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6943048/
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.

摘要

GMrepo(肠道微生物组数据存储库)是一个经过精心整理和注释的人类肠道宏基因组数据库。其主要目的是促进不断增长的人类宏基因组数据的可重用性和可访问性。这是通过使用最先进的工具集一致注释收集样本中的微生物含量,并通过对相应人类宿主的元数据进行人工整理来实现的。GMrepo 根据其相关表型对收集的样本进行组织,并包含所有可能的相关元数据,如年龄、性别、国家、体重指数(BMI)和最近使用抗生素的情况。为了使相关信息更容易访问,GMrepo 配备了图形查询构建器,使用户能够进行定制、复杂和具有生物学相关性的查询。例如,要找到(1)年龄在 18 至 25 岁之间、BMI 在 18.5 至 24.9 之间的健康个体的样本,或(2)与结直肠肿瘤相关的项目,每个项目包含>100 个样本,且既有患者又有健康对照。在网站上可以获得预先计算的物种/属相对丰度、表型内和表型间的流行率以及成对的共现信息,并可通过可编程接口访问。到目前为止,GMrepo 包含了 58903 个人类肠道样本/运行(包括 17618 个宏基因组和 41285 个扩增子),来自 253 个涉及 92 种表型的项目。GMrepo 可在以下网址免费获取:https://gmrepo.humangut.info。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/bc04382e99a1/gkz764fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/ce5d70a150f2/gkz764fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/6b2d4e58789b/gkz764fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/721c159803ca/gkz764fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/c1297e63cc89/gkz764fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/053191936688/gkz764fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/bc04382e99a1/gkz764fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/ce5d70a150f2/gkz764fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/6b2d4e58789b/gkz764fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/721c159803ca/gkz764fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/c1297e63cc89/gkz764fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/053191936688/gkz764fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/235f/6943048/bc04382e99a1/gkz764fig6.jpg

相似文献

[1]
GMrepo: a database of curated and consistently annotated human gut metagenomes.

Nucleic Acids Res. 2020-1-8

[2]
GMrepo v2: a curated human gut microbiome database with special focus on disease markers and cross-dataset comparison.

Nucleic Acids Res. 2022-1-7

[3]
mBodyMap: a curated database for microbes across human body and their associations with health and diseases.

Nucleic Acids Res. 2022-1-7

[4]
gutMEGA: a database of the human gut MEtaGenome Atlas.

Brief Bioinform. 2021-5-20

[5]
Assessment of k-mer spectrum applicability for metagenomic dissimilarity analysis.

BMC Bioinformatics. 2016-1-16

[6]
HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes.

Nucleic Acids Res. 2021-1-8

[7]
MetaQuery: a web server for rapid annotation and quantitative analysis of specific genes in the human gut microbiome.

Bioinformatics. 2015-10-15

[8]
GutBalance: a server for the human gut microbiome-based disease prediction and biomarker discovery with compositionality addressed.

Brief Bioinform. 2021-9-2

[9]
ICoVeR - an interactive visualization tool for verification and refinement of metagenomic bins.

BMC Bioinformatics. 2017-5-2

[10]
COGNIZER: A Framework for Functional Annotation of Metagenomic Datasets.

PLoS One. 2015-11-11

引用本文的文献

[1]
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Gut Microbes. 2025-12

[2]
Analyzing human gut microbiome data from global populations: challenges and resources.

Trends Microbiol. 2025-6-6

[3]
A comprehensive multi-omics analysis uncovers the associations between gut microbiota and pancreatic cancer.

Front Microbiol. 2025-5-1

[4]
FACdb: a comprehensive resource for genes, gut microbiota, and metabolites in farm animals.

Front Microbiol. 2025-3-21

[5]
PsycGM: a comprehensive database for associations between gut microbiota and psychiatric disorders.

Mol Psychiatry. 2025-4-4

[6]
promotes tumor progression via the Integrin α2/β1-PI3K-AKT-mTOR-C-myc signaling pathway in colorectal cancer.

Int J Biol Sci. 2025-1-27

[7]
Selective utilization of medicinal polysaccharides by human gut Bacteroides and Parabacteroides species.

Nat Commun. 2025-1-14

[8]
Gut microbiota mediated T cells regulation and autoimmune diseases.

Front Microbiol. 2024-12-19

[9]
Gut Commensal Barnesiella Intestinihominis Ameliorates Hyperglycemia and Liver Metabolic Disorders.

Adv Sci (Weinh). 2025-2

[10]
GutMetaNet: an integrated database for exploring horizontal gene transfer and functional redundancy in the human gut microbiome.

Nucleic Acids Res. 2025-1-6

本文引用的文献

[1]
Metabolic Dependencies Underlie Interaction Patterns of Gut Microbiota During Enteropathogenesis.

Front Microbiol. 2019-6-4

[2]
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Nucleic Acids Res. 2019-7-2

[3]
Metagenomic analysis of colorectal cancer datasets identifies cross-cohort microbial diagnostic signatures and a link with choline degradation.

Nat Med. 2019-4-1

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Meta-analysis of fecal metagenomes reveals global microbial signatures that are specific for colorectal cancer.

Nat Med. 2019-4-1

[5]
A new genomic blueprint of the human gut microbiota.

Nature. 2019-2-11

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Nucleic Acids Res. 2019-1-8

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Nucleic Acids Res. 2019-1-8

[10]
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Nature. 2018-10-24

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