Sex, Body Mass Index, and Dietary Fiber Intake Influence the Human Gut Microbiome

被引:327
作者
Dominianni, Christine [1 ]
Sinha, Rashmi [3 ]
Goedert, James J. [3 ]
Pei, Zhiheng [2 ,4 ,5 ,6 ]
Yang, Liying [6 ]
Hayes, Richard B. [1 ,2 ]
Ahn, Jiyoung [1 ,2 ]
机构
[1] NYU, Sch Med, Dept Populat Hlth, New York, NY 11201 USA
[2] NYU, Perlmutter Canc Ctr, New York, NY USA
[3] NCI, Div Canc Epidemiol & Genet, NIH, Bethesda, MD 20892 USA
[4] New York Vet Affairs Med Ctr, Dept Pathol & Lab Med, New York, NY USA
[5] NYU, Sch Med, Dept Pathol, New York, NY USA
[6] NYU, Sch Med, Dept Med, New York, NY USA
来源
PLOS ONE | 2015年 / 10卷 / 04期
基金
美国国家卫生研究院;
关键词
FECAL MICROBIOTA; INTESTINAL MICROBIOME; COLORECTAL-CANCER; OBESITY; DIVERSITY; BUTYRATE; ECOLOGY; GENDER; BIFIDOBACTERIA; DETERMINANTS;
D O I
10.1371/journal.pone.0124599
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Increasing evidence suggests that the composition of the human gut microbiome is important in the etiology of human diseases; however, the personal factors that influence the gut microbiome composition are poorly characterized. Animal models point to sex hormone-related differentials in microbiome composition. In this study, we investigated the relationship of sex, body mass index (BMI) and dietary fiber intake with the gut microbiome in 82 humans. We sequenced fecal 16S rRNA genes by 454 FLX technology, then clustered and classified the reads to microbial genomes using the QIIME pipeline. Relationships of sex, BMI, and fiber intake with overall gut microbiome composition and specific taxon abundances were assessed by permutational MANOVA and multivariate logistic regression, respectively. We found that sex was associated with the gut microbiome composition overall (p=0.001). The gut microbiome in women was characterized by a lower abundance of Bacteroidetes (p=0.03). BMI (>25 kg/m(2) vs. <25 kg/m(2)) was associated with the gut microbiome composition overall (p=0.05), and this relationship was strong in women (p=0.03) but not in men (p=0.29). Fiber from beans and from fruits and vegetables were associated, respectively, with greater abundance of Actinobacteria (p=0.006 and false discovery rate adjusted q=0.05) and Clostridia (p=0.009 and false discovery rate adjusted q=0.09). Our findings suggest that sex, BMI, and dietary fiber contribute to shaping the gut microbiome in humans. Better understanding of these relationships may have significant implications for gastrointestinal health and disease prevention.
引用
收藏
页数:14
相关论文
共 59 条
  • [1] Human Gut Microbiome and Risk for Colorectal Cancer
    Ahn, Jiyoung
    Sinha, Rashmi
    Pei, Zhiheng
    Dominianni, Christine
    Wu, Jing
    Shi, Jianxin
    Goedert, James J.
    Hayes, Richard B.
    Yang, Liying
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2013, 105 (24): : 1907 - 1911
  • [2] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [3] Association between Faecalibacterium prausnitzii and dietary fibre in colonic fermentation in healthy human subjects
    Benus, Robin F. J.
    van der Werf, Tjip S.
    Welling, Gjalt W.
    Judd, Patricia A.
    Taylor, Moira A.
    Harmsen, Hermie J. M.
    Whelan, Kevin
    [J]. BRITISH JOURNAL OF NUTRITION, 2010, 104 (05) : 693 - 700
  • [4] The capacity of nondigestible carbohydrates to stimulate fecal bifidobacteria in healthy humans:: a double-blind, randomized, placebo-controlled, parallel-group, dose-response relation study
    Bouhnik, Y
    Raskine, L
    Simoneau, G
    Vicaut, E
    Neut, C
    Flourié, B
    Brouns, F
    Bornet, FR
    [J]. AMERICAN JOURNAL OF CLINICAL NUTRITION, 2004, 80 (06) : 1658 - 1664
  • [5] Aromatase, breast cancer and obesity: a complex interaction
    Bulun, Serdar E.
    Chen, Dong
    Moy, Irene
    Brooks, David C.
    Zhao, Hong
    [J]. TRENDS IN ENDOCRINOLOGY AND METABOLISM, 2012, 23 (02) : 83 - 89
  • [6] Decreased dietary fiber intake and structural alteration of gut microbiota in patients with advanced colorectal adenoma
    Chen, Hui-Min
    Yu, Ya-Nan
    Wang, Ji-Lin
    Lin, Yan-Wei
    Kong, Xuan
    Yang, Chang-Qing
    Yang, Li
    Liu, Zhan-Ju
    Yuan, Yao-Zong
    Liu, Fei
    Wu, Jian-Xin
    Zhong, Liang
    Fang, Dian-Chun
    Zou, Weiping
    Fang, Jing-Yuan
    [J]. AMERICAN JOURNAL OF CLINICAL NUTRITION, 2013, 97 (05) : 1044 - 1052
  • [7] Classification BMI, 2006, CLASSIFICATION BMI G
  • [8] Bacterial Community Variation in Human Body Habitats Across Space and Time
    Costello, Elizabeth K.
    Lauber, Christian L.
    Hamady, Micah
    Fierer, Noah
    Gordon, Jeffrey I.
    Knight, Rob
    [J]. SCIENCE, 2009, 326 (5960) : 1694 - 1697
  • [9] Variability of gastrointestinal transit in healthy women and men
    Degen, LP
    Phillips, SF
    [J]. GUT, 1996, 39 (02) : 299 - 305
  • [10] The role of pH in determining the species composition of the human colonic microbiota
    Duncan, Sylvia H.
    Louis, Petra
    Thomson, John M.
    Flint, Harry J.
    [J]. ENVIRONMENTAL MICROBIOLOGY, 2009, 11 (08) : 2112 - 2122