Microbes in the gut microbiome form sub-communities based on shared niche specialisations and specific interactions between individual taxa. The inter-microbial relationships that define these communities can be inferred from the co-occurrence of taxa across multiple samples. Here, we present an approach to identify comparable communities within different gut microbiota co-occurrence networks, and demonstrate its use by comparing the gut microbiota community structures of three geographically diverse populations. We combine gut microbiota profiles from 2,764 British, 1,023 Dutch, and 639 Israeli individuals, derive co-occurrence networks between their operational taxonomic units, and detect comparable communities within them. Comparing populations we find that community structure is significantly more similar between datasets than expected by chance. Mapping communities across the datasets, we also show that communities can have similar associations to host phenotypes in different populations. This study shows that the community structure within the gut microbiota is stable across populations, and describes a novel approach that facilitates comparative community-centric microbiome analyses.
机构:
Univ Illinois, Dept Psychol, 603 E Daniel St, Champaign, IL 61820 USAUniv Illinois, Dept Psychol, 603 E Daniel St, Champaign, IL 61820 USA
Long, Erin E.
Young, Jami F.
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Childrens Hosp Philadelphia, Roberts Ctr Pediat Res, 2716 South St, Philadelphia, PA 19146 USA
Univ Penn, Roberts Ctr Pediat Res, Sch Med, 2716 South St, Philadelphia, PA 19146 USAUniv Illinois, Dept Psychol, 603 E Daniel St, Champaign, IL 61820 USA
Young, Jami F.
Hankin, Benjamin L.
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Univ Illinois, Dept Psychol, 603 E Daniel St, Champaign, IL 61820 USAUniv Illinois, Dept Psychol, 603 E Daniel St, Champaign, IL 61820 USA
机构:Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Lian, Zhuoshi
Xu, Ying
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Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R ChinaSouthern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Xu, Ying
Wang, Chan
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Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R ChinaSouthern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Wang, Chan
Chen, Ye
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机构:
Southern Med Univ, Shenzhen Hosp, Integrat Clin Microecol Ctr, Dept Gastroenterol, Shenzhen 518100, Peoples R ChinaSouthern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Chen, Ye
Yuan, Li
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Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R ChinaSouthern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Yuan, Li
Liu, Zhongyu
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机构:Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Liu, Zhongyu
Liu, Yarui
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机构:Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Liu, Yarui
He, Peishi
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Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R ChinaSouthern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
He, Peishi
Cai, Zheng
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Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Southern Med Univ, Integrated Hosp Tradit Chinese Med, Guangzhou 510315, Peoples R ChinaSouthern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Cai, Zheng
Zhao, Jie
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机构:
Southern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
Southern Med Univ, Zhujiang Hosp, Microbiome Med Ctr, Dept Lab Med, Guangzhou 510280, Peoples R ChinaSouthern Med Univ, Sch Pharmaceut Sci, NMPA Key Lab Res & Evaluat Drug Metab, Guangdong Prov Key Lab New Drug Screening, Guangzhou 510515, Peoples R China
机构:
Chinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R China
Hu, Qiongpu
Xu, Liang
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机构:
Guangdong Prov Acad Environm Sci, Guangzhou 510045, Peoples R ChinaChinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R China
Xu, Liang
Liu, Yi
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机构:
Chinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R China
Liu, Yi
Zeng, Xiangying
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机构:
Chinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R ChinaChinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R China
Zeng, Xiangying
Yu, Zhiqiang
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机构:
Chinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R ChinaChinese Acad Sci, Guangzhou Inst Geochem, State Key Lab Organ Geochem, Guangdong Key Lab Environm & Resources, Guangzhou 510640, Peoples R China