Age over sex: evaluating gut microbiota differences in healthy Chinese populations

被引:2
作者
Wu, Jiacheng [1 ]
Shen, Hexiao [2 ]
Lv, Yongling [2 ]
He, Jing [1 ]
Xie, Xiaotian [1 ]
Xu, Zhiyue [1 ]
Yang, Pengcheng [1 ]
Qian, Wei [1 ]
Bai, Tao [1 ]
Hou, Xiaohua [1 ]
机构
[1] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Div Gastroenterol, Wuhan, Hubei, Peoples R China
[2] Hubei Univ, Sch Life Sci, Wuhan, Hubei, Peoples R China
关键词
gut microbiota; enterotype; age; sex; healthy populations; DIVERSITY; COMMUNITY; PATTERNS; IMPACT; ADULTS;
D O I
10.3389/fmicb.2024.1412991
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Age and gender have been recognized as two pivotal covariates affecting the composition of the gut microbiota. However, their mediated variations in microbiota seem to be inconsistent across different countries and races. In this study, 613 individuals, whom we referred to as the "healthy" population, were selected from 1,018 volunteers through rigorous selection using 16S rRNA sequencing. Three enterotypes were identified, namely, Escherichia-Shigella, mixture (Bacteroides and Faecalibacterium), and Prevotella. Moreover, 11 covariates that explain the differences in microbiota were determined, with age being the predominant factor. Furthermore, age-related differences in alpha diversity, beta diversity, and core genera were observed in our cohort. Remarkably, after adjusting for 10 covariates other than age, abundant genera that differed between age groups were demonstrated. In contrast, minimal differences in alpha diversity, beta diversity, and differentially abundant genera were observed between male and female individuals. Furthermore, we also demonstrated the age trajectories of several well-known beneficial genera, lipopolysaccharide (LPS)-producing genera, and short-chain fatty acids (SCFAs)-producing genera. Overall, our study further elucidated the effects mediated by age and gender on microbiota differences, which are of significant importance for a comprehensive understanding of the gut microbiome spectrum in healthy individuals.
引用
收藏
页数:13
相关论文
共 76 条
  • [1] Gut Bifidobacteria Populations in Human Health and Aging
    Arboleya, Silvia
    Watkins, Claire
    Stanton, Catherine
    Ross, R. Paul
    [J]. FRONTIERS IN MICROBIOLOGY, 2016, 7
  • [2] Enterotypes of the human gut microbiome
    Arumugam, Manimozhiyan
    Raes, Jeroen
    Pelletier, Eric
    Le Paslier, Denis
    Yamada, Takuji
    Mende, Daniel R.
    Fernandes, Gabriel R.
    Tap, Julien
    Bruls, Thomas
    Batto, Jean-Michel
    Bertalan, Marcelo
    Borruel, Natalia
    Casellas, Francesc
    Fernandez, Leyden
    Gautier, Laurent
    Hansen, Torben
    Hattori, Masahira
    Hayashi, Tetsuya
    Kleerebezem, Michiel
    Kurokawa, Ken
    Leclerc, Marion
    Levenez, Florence
    Manichanh, Chaysavanh
    Nielsen, H. Bjorn
    Nielsen, Trine
    Pons, Nicolas
    Poulain, Julie
    Qin, Junjie
    Sicheritz-Ponten, Thomas
    Tims, Sebastian
    Torrents, David
    Ugarte, Edgardo
    Zoetendal, Erwin G.
    Wang, Jun
    Guarner, Francisco
    Pedersen, Oluf
    de Vos, Willem M.
    Brunak, Soren
    Dore, Joel
    Weissenbach, Jean
    Ehrlich, S. Dusko
    Bork, Peer
    [J]. NATURE, 2011, 473 (7346) : 174 - 180
  • [3] Microbiome connections with host metabolism and habitual diet from 1,098 deeply phenotyped individuals
    Asnicar, Francesco
    Berry, Sarah E.
    Valdes, Ana M.
    Nguyen, Long H.
    Piccinno, Gianmarco
    Drew, David A.
    Leeming, Emily
    Gibson, Rachel
    Le Roy, Caroline
    Al Khatib, Haya
    Francis, Lucy
    Mazidi, Mohsen
    Mompeo, Olatz
    Valles-Colomer, Mireia
    Tett, Adrian
    Beghini, Francesco
    Dubois, Leonard
    Bazzani, Davide
    Thomas, Andrew Maltez
    Mirzayi, Chloe
    Khleborodova, Asya
    Oh, Sehyun
    Hine, Rachel
    Bonnett, Christopher
    Capdevila, Joan
    Danzanvilliers, Serge
    Giordano, Francesca
    Geistlinger, Ludwig
    Waldron, Levi
    Davies, Richard
    Hadjigeorgiou, George
    Wolf, Jonathan
    Ordovas, Jose M.
    Gardner, Christopher
    Franks, Paul W.
    Chan, Andrew T.
    Huttenhower, Curtis
    Spector, Tim D.
    Segata, Nicola
    [J]. NATURE MEDICINE, 2021, 27 (02) : 321 - +
  • [4] Gut Microbiota and Extreme Longevity
    Biagi, Elena
    Franceschi, Claudio
    Rampelli, Simone
    Severgnini, Marco
    Ostan, Rita
    Turroni, Silvia
    Consolandi, Clarissa
    Quercia, Sara
    Scurti, Maria
    Monti, Daniela
    Capri, Miriam
    Brigidi, Patrizia
    Candela, Marco
    [J]. CURRENT BIOLOGY, 2016, 26 (11) : 1480 - 1485
  • [5] Boehme Marcus, 2023, Gut Microbiome (Camb), V4, DOI 10.1017/gmb.2022.11
  • [6] Breiman L., 2022, RANDOMFOREST BREIMAN
  • [7] clValid: An R package for cluster validation
    Brock, Guy
    Datta, Susmita
    Pihur, Vasyl
    Datta, Somnath
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2008, 25 (04): : 1 - 22
  • [8] QIIME allows analysis of high-throughput community sequencing data
    Caporaso, J. Gregory
    Kuczynski, Justin
    Stombaugh, Jesse
    Bittinger, Kyle
    Bushman, Frederic D.
    Costello, Elizabeth K.
    Fierer, Noah
    Pena, Antonio Gonzalez
    Goodrich, Julia K.
    Gordon, Jeffrey I.
    Huttley, Gavin A.
    Kelley, Scott T.
    Knights, Dan
    Koenig, Jeremy E.
    Ley, Ruth E.
    Lozupone, Catherine A.
    McDonald, Daniel
    Muegge, Brian D.
    Pirrung, Meg
    Reeder, Jens
    Sevinsky, Joel R.
    Tumbaugh, Peter J.
    Walters, William A.
    Widmann, Jeremy
    Yatsunenko, Tanya
    Zaneveld, Jesse
    Knight, Rob
    [J]. NATURE METHODS, 2010, 7 (05) : 335 - 336
  • [9] The gut microbiome in Alzheimer's disease: what we know and what remains to be explored
    Chandra, Sidhanth
    Sisodia, Sangram S.
    Vassar, Robert J.
    [J]. MOLECULAR NEURODEGENERATION, 2023, 18 (01)
  • [10] Bifidobacterium adolescentis regulates catalase activity and host metabolism and improves healthspan and lifespan in multiple species
    Chen, Shujie
    Chen, Luyi
    Qi, Yadong
    Xu, Jilei
    Ge, Qiwei
    Fan, Yuedan
    Chen, Du
    Zhang, Yawen
    Wang, Lan
    Hou, Tongyao
    Yang, Xiaohang
    Xi, Yongmei
    Si, Jianmin
    Kang, Lijun
    Wang, Liangjing
    [J]. NATURE AGING, 2021, 1 (11): : 991 - +