Literature DB >> 35362897

Proposal of a health gut microbiome index based on a meta-analysis of Korean and global population datasets.

Hyun-Seok Oh1,2, Uigi Min1, Hyejin Jang1, Namil Kim1, Jeongmin Lim1, Mauricio Chalita1, Jongsik Chun3,4,5.   

Abstract

The disruption of the human gut microbiota has been linked to host health conditions, including various diseases. However, no reliable index for measuring and predicting a healthy microbiome is currently available. Here, the sequencing data of 1,663 Koreans were obtained from three independent studies. Furthermore, we pooled 3,490 samples from public databases and analyzed a total of 5,153 fecal samples. First, we analyzed Korean gut microbiome covariates to determine the influence of lifestyle on variation in the gut microbiota. Next, patterns of microbiota variations across geographical locations and disease statuses were confirmed using a global cohort and di-sease data. Based on comprehensive comparative analysis, we were able to define three enterotypes among Korean cohorts, namely, Prevotella type, Bacteroides type, and outlier type. By a thorough categorization of dysbiosis and the evaluation of microbial characteristics using multiple datasets, we identified a wide spectrum of accuracy levels in classifying health and disease states. Using the observed microbiome patterns, we devised an index named the gut microbiome index (GMI) that could consistently predict health conditions from human gut microbiome data. Compared to ecological metrics, the microbial marker index, and machine learning approaches, GMI distinguished between healthy and non-healthy individuals with a higher accuracy across various datasets. Thus, this study proposes a potential index to measure health status of gut microbiome that is verified from multiethnic data of various diseases, and we expect this model to facilitate further clinical application of gut microbiota data in future.
© 2022. The Microbiological Society of Korea.

Entities:  

Keywords:  dysbiosis; enterotype; gut microbiome; healthy microbiome; meta-analysis; microbial diversity; microbiome index; population study

Mesh:

Year:  2022        PMID: 35362897     DOI: 10.1007/s12275-022-1526-0

Source DB:  PubMed          Journal:  J Microbiol        ISSN: 1225-8873            Impact factor:   3.422


  105 in total

1.  Defining a healthy human gut microbiome: current concepts, future directions, and clinical applications.

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Journal:  Cell Host Microbe       Date:  2012-11-15       Impact factor: 21.023

2.  Enterotypes of the human gut microbiome.

Authors:  Manimozhiyan Arumugam; Jeroen Raes; Eric Pelletier; Denis Le Paslier; Takuji Yamada; Daniel R Mende; Gabriel R Fernandes; Julien Tap; Thomas Bruls; Jean-Michel Batto; Marcelo Bertalan; Natalia Borruel; Francesc Casellas; Leyden Fernandez; Laurent Gautier; Torben Hansen; Masahira Hattori; Tetsuya Hayashi; Michiel Kleerebezem; Ken Kurokawa; Marion Leclerc; Florence Levenez; Chaysavanh Manichanh; H Bjørn Nielsen; Trine Nielsen; Nicolas Pons; Julie Poulain; Junjie Qin; Thomas Sicheritz-Ponten; Sebastian Tims; David Torrents; Edgardo Ugarte; Erwin G Zoetendal; Jun Wang; Francisco Guarner; Oluf Pedersen; Willem M de Vos; Søren Brunak; Joel Doré; María Antolín; François Artiguenave; Hervé M Blottiere; Mathieu Almeida; Christian Brechot; Carlos Cara; Christian Chervaux; Antonella Cultrone; Christine Delorme; Gérard Denariaz; Rozenn Dervyn; Konrad U Foerstner; Carsten Friss; Maarten van de Guchte; Eric Guedon; Florence Haimet; Wolfgang Huber; Johan van Hylckama-Vlieg; Alexandre Jamet; Catherine Juste; Ghalia Kaci; Jan Knol; Omar Lakhdari; Severine Layec; Karine Le Roux; Emmanuelle Maguin; Alexandre Mérieux; Raquel Melo Minardi; Christine M'rini; Jean Muller; Raish Oozeer; Julian Parkhill; Pierre Renault; Maria Rescigno; Nicolas Sanchez; Shinichi Sunagawa; Antonio Torrejon; Keith Turner; Gaetana Vandemeulebrouck; Encarna Varela; Yohanan Winogradsky; Georg Zeller; Jean Weissenbach; S Dusko Ehrlich; Peer Bork
Journal:  Nature       Date:  2011-04-20       Impact factor: 49.962

3.  Through ageing, and beyond: gut microbiota and inflammatory status in seniors and centenarians.

Authors:  Elena Biagi; Lotta Nylund; Marco Candela; Rita Ostan; Laura Bucci; Elisa Pini; Janne Nikkïla; Daniela Monti; Reetta Satokari; Claudio Franceschi; Patrizia Brigidi; Willem De Vos
Journal:  PLoS One       Date:  2010-05-17       Impact factor: 3.240

Review 4.  Microbiome 101: Studying, Analyzing, and Interpreting Gut Microbiome Data for Clinicians.

Authors:  Celeste Allaband; Daniel McDonald; Yoshiki Vázquez-Baeza; Jeremiah J Minich; Anupriya Tripathi; David A Brenner; Rohit Loomba; Larry Smarr; William J Sandborn; Bernd Schnabl; Pieter Dorrestein; Amir Zarrinpar; Rob Knight
Journal:  Clin Gastroenterol Hepatol       Date:  2018-09-18       Impact factor: 11.382

5.  DNA from fecal immunochemical test can replace stool for detection of colonic lesions using a microbiota-based model.

Authors:  Nielson T Baxter; Charles C Koumpouras; Mary A M Rogers; Mack T Ruffin; Patrick D Schloss
Journal:  Microbiome       Date:  2016-11-14       Impact factor: 14.650

6.  Differences in gut microbiota profile between women with active lifestyle and sedentary women.

Authors:  Carlo Bressa; María Bailén-Andrino; Jennifer Pérez-Santiago; Rocío González-Soltero; Margarita Pérez; Maria Gregoria Montalvo-Lominchar; Jose Luis Maté-Muñoz; Raúl Domínguez; Diego Moreno; Mar Larrosa
Journal:  PLoS One       Date:  2017-02-10       Impact factor: 3.240

7.  Rumen Epithelial Communities Share a Core Bacterial Microbiota: A Meta-Analysis of 16S rRNA Gene Illumina MiSeq Sequencing Datasets.

Authors:  Chiron J Anderson; Lucas R Koester; Stephan Schmitz-Esser
Journal:  Front Microbiol       Date:  2021-03-15       Impact factor: 5.640

8.  Individual diet has sex-dependent effects on vertebrate gut microbiota.

Authors:  Daniel I Bolnick; Lisa K Snowberg; Philipp E Hirsch; Christian L Lauber; Elin Org; Brian Parks; Aldons J Lusis; Rob Knight; J Gregory Caporaso; Richard Svanbäck
Journal:  Nat Commun       Date:  2014-07-29       Impact factor: 14.919

Review 9.  The changing microbial landscape of Western society: Diet, dwellings and discordance.

Authors:  Josiane L Broussard; Suzanne Devkota
Journal:  Mol Metab       Date:  2016-07-21       Impact factor: 7.422

10.  Sex differences in macronutrient intake and adherence to dietary recommendations: findings from the UK Biobank.

Authors:  Elizabeth Bennett; Sanne A E Peters; Mark Woodward
Journal:  BMJ Open       Date:  2018-04-24       Impact factor: 2.692

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  1 in total

1.  Fecal microbial signatures of healthy Han individuals from three bio-geographical zones in Guangdong.

Authors:  Litao Huang; Liting Deng; Changhui Liu; Enping Huang; Xiaolong Han; Cheng Xiao; Xiaomin Liang; Huilin Sun; Chao Liu; Ling Chen
Journal:  Front Microbiol       Date:  2022-08-08       Impact factor: 6.064

  1 in total

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