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MetOrigin: Discriminating the origins of microbial metabolites for integrative analysis of the gut microbiome and metabolome.

作者信息

Yu Gang, Xu Cuifang, Zhang Danni, Ju Feng, Ni Yan

机构信息

The Children's Hospital, Zhejiang University School of Medicine National Clinical Research Center for Child Health Hangzhou Zhejiang China.

Key Laboratory of Coastal Environment and Resources of Zhejiang Province, School of Engineering Westlake University Hangzhou Zhejiang China.

出版信息

Imeta. 2022 Mar 21;1(1):e10. doi: 10.1002/imt2.10. eCollection 2022 Mar.


DOI:10.1002/imt2.10
PMID:38867728
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10989983/
Abstract

The interactions between the gut microbiome and metabolome play an important role in human health and diseases. Current studies mainly apply statistical correlation analysis between the gut microbiome and all the identified metabolites to explore their relationship. However, it remains challenging to identify the specific metabolic functions of microbes without in vitro culture experiments for validation. Discriminating the microbial metabolites from others (e.g., host, food, or environment) and exploring their metabolic functions and correlations with microbiome specifically may improve the efficiency and accuracy of biomarker discovery. So far, there have been no such bioinformatics tools available. Herein, we developed MetOrigin, an interactive web server that discriminates metabolites originating from the microbiome, performs the origin-based metabolic pathway enrichment analysis, and integrates the statistical correlations and biological relationships in the database using Sankey network visualization. MetOrigin not only enables the quick identification of microbial metabolites and their metabolic functions but also facilitates the discovery of specific bacterial species that are closely associated with metabolites statistically and biologically. MetOrigin is freely available at http://metorigin.met-bioinformatics.cn/.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/9361c8b791e3/IMT2-1-e10-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/ffd539432048/IMT2-1-e10-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/91682e92c463/IMT2-1-e10-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/aa64512819b3/IMT2-1-e10-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/9cd7fdcbb7fc/IMT2-1-e10-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/d7f1601ab224/IMT2-1-e10-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/9361c8b791e3/IMT2-1-e10-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/ffd539432048/IMT2-1-e10-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/91682e92c463/IMT2-1-e10-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/aa64512819b3/IMT2-1-e10-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/9cd7fdcbb7fc/IMT2-1-e10-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/d7f1601ab224/IMT2-1-e10-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4c2/10989983/9361c8b791e3/IMT2-1-e10-g004.jpg

相似文献

[1]
MetOrigin: Discriminating the origins of microbial metabolites for integrative analysis of the gut microbiome and metabolome.

Imeta. 2022-3-21

[2]
Correction to "MetOrigin: Discriminating the origins of microbial metabolites for integrative analysis of the gut microbiome and metabolome".

Imeta. 2023-11-6

[3]
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[10]
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本文引用的文献

[1]
Gut microbial metabolites as multi-kingdom intermediates.

Nat Rev Microbiol. 2021-2

[2]
Proteomic and Metabolomic Characterization of COVID-19 Patient Sera.

Cell. 2020-5-28

[3]
M2IA: a web server for microbiome and metabolome integrative analysis.

Bioinformatics. 2020-6-1

[4]
AMON: annotation of metabolite origins via networks to integrate microbiome and metabolome data.

BMC Bioinformatics. 2019-11-28

[5]
Immune recognition of microbial metabolites.

Nat Rev Immunol. 2020-2

[6]
Pavian: interactive analysis of metagenomics data for microbiome studies and pathogen identification.

Bioinformatics. 2020-2-15

[7]
Predictive metabolomic profiling of microbial communities using amplicon or metagenomic sequences.

Nat Commun. 2019-7-17

[8]
Nutrient composition databases in the age of big data: foodDB, a comprehensive, real-time database infrastructure.

BMJ Open. 2019-6-27

[9]
Gut microbial metabolites in obesity, NAFLD and T2DM.

Nat Rev Endocrinol. 2019-5

[10]
Profound Perturbation of the Metabolome in Obesity Is Associated with Health Risk.

Cell Metab. 2018-10-11

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