Fecal microbial determinants of fecal and systemic estrogens and estrogen metabolites: a cross-sectional study

被引:508
作者
Flores, Roberto [1 ,2 ]
Shi, Jianxin [3 ]
Fuhrman, Barbara [4 ]
Xu, Xia [5 ]
Veenstra, Timothy D. [5 ]
Gail, Mitchell H. [3 ]
Gajer, Pawel [6 ]
Ravel, Jacques [6 ]
Goedert, James J. [1 ]
机构
[1] NCI, Infect & Immunoepidemiol Branch, Div Canc Epidemiol & Genet, Rockville, MD 20852 USA
[2] NCI, Canc Prevent Fellowship Program, Rockville, MD 20852 USA
[3] NCI, Biostat Branch, Div Canc Epidemiol & Genet, Rockville, MD 20852 USA
[4] NCI, Hormonal & Reprod Epidemiol Branch, Div Canc Epidemiol & Genet, Rockville, MD 20852 USA
[5] SAIC Frederick, Lab Prote & Analyt Technol, Adv Technol Program, Frederick, MD 21702 USA
[6] Univ Maryland, Sch Med, Inst Genome Sci, Baltimore, MD 21201 USA
基金
美国国家卫生研究院;
关键词
Microbiome; Feces; Enterohepatic circulation; beta-glucuronidase; beta-glucosidase; Postmenopausal estrogens; Fecal estrogens; Estrogen metabolites; HORMONE-BINDING GLOBULIN; CHROMATOGRAPHY-MASS SPECTROMETRY; BREAST-CANCER RISK; POSTMENOPAUSAL WOMEN; ENTEROHEPATIC RECIRCULATION; ENDOGENOUS ESTROGENS; STEROID-HORMONES; SEX-HORMONES; OLDER MEN; SERUM;
D O I
10.1186/1479-5876-10-253
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
100103 [病原生物学]; 100218 [急诊医学];
摘要
Background: High systemic estrogen levels contribute to breast cancer risk for postmenopausal women, whereas low levels contribute to osteoporosis risk. Except for obesity, determinants of non-ovarian systemic estrogen levels are undefined. We sought to identify members and functions of the intestinal microbial community associated with estrogen levels via enterohepatic recirculation. Methods: Fifty-one epidemiologists at the National Institutes of Health, including 25 men, 7 postmenopausal women, and 19 premenopausal women, provided urine and aliquots of feces, using methods proven to yield accurate and reproducible results. Estradiol, estrone, 13 estrogen metabolites (EM), and their sum (total estrogens) were quantified in urine and feces by liquid chromatography/tandem mass spectrometry. In feces, beta-glucuronidase and beta-glucosidase activities were determined by realtime kinetics, and microbiome diversity and taxonomy were estimated by pyrosequencing 16S rRNA amplicons. Pearson correlations were computed for each log(e) estrogen level, loge enzymatic activity level, and microbiome alpha diversity estimate. For the 55 taxa with mean relative abundance of at least 0.1%, ordinal levels were created [zero, low (below median of detected sequences), high] and compared to loge estrogens, beta-glucuronidase and beta-glucosidase enzymatic activity levels by linear regression. Significance was based on two-sided tests with alpha=0.05. Results: In men and postmenopausal women, levels of total urinary estrogens (as well as most individual EM) were very strongly and directly associated with all measures of fecal microbiome richness and alpha diversity (R >= 0.50, P <= 0.003). These non-ovarian systemic estrogens also were strongly and significantly associated with fecal Clostridia taxa, including non-Clostridiales and three genera in the Ruminococcaceae family (R=0.57-0.70, P=0.03-0.002). Estrone, but not other EM, in urine correlated significantly with functional activity of fecal beta-glucuronidase (R=0.36, P=0.04). In contrast, fecal beta-glucuronidase correlated inversely with fecal total estrogens, both conjugated and deconjugated (R <=-0.47, P <= 0.01). Premenopausal female estrogen levels, which were collected across menstrual cycles and thus highly variable, were completely unrelated to fecal microbiome and enzyme parameters (P >= 0.6). Conclusions: Intestinal microbial richness and functions, including but not limited to beta-glucuronidase, influence levels of non-ovarian estrogens via enterohepatic circulation. Thus, the gut microbial community likely affects the risk for estrogen-related conditions in older adults. Understanding how Clostridia taxa relate to systemic estrogens may identify targets for interventions.
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页数:11
相关论文
共 38 条
[1]
INTESTINAL METABOLISM OF ESTROGENS [J].
ADLERCREUTZ, H ;
MARTIN, F ;
PULKKINEN, M ;
DENCKER, H ;
RIMER, U ;
SJOBERG, NO ;
TIKKANEN, MJ .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 1976, 43 (03) :497-505
[2]
STUDIES ON THE ROLE OF INTESTINAL BACTERIA IN METABOLISM OF SYNTHETIC AND NATURAL STEROID-HORMONES [J].
ADLERCREUTZ, H ;
PULKKINEN, MO ;
HAMALAINEN, EK ;
KORPELA, JT .
JOURNAL OF STEROID BIOCHEMISTRY AND MOLECULAR BIOLOGY, 1984, 20 (01) :217-229
[3]
Circulating sex steroids, sex Hormone-binding globulin, and longitudinal changes in forearm bone mineral density in postmenopausal women and men:: The tromso study [J].
Bjornerem, Ashild ;
Emaus, Nina ;
Berntsen, Gro K. R. ;
Joakimsen, Ragnar M. ;
Fonnebo, Vinjar ;
Wilsgaard, Tom ;
Oian, Pal ;
Seeman, Ego ;
Straume, Bjorn .
CALCIFIED TISSUE INTERNATIONAL, 2007, 81 (02) :65-72
[4]
QIIME allows analysis of high-throughput community sequencing data [J].
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 .
NATURE METHODS, 2010, 7 (05) :335-336
[5]
Chearskul Supornpim, 2000, Journal of the Medical Association of Thailand, V83, P266
[6]
Obesity and Breast Cancer: The Estrogen Connection [J].
Cleary, Margot P. ;
Grossmann, Michael E. .
ENDOCRINOLOGY, 2009, 150 (06) :2537-2542
[7]
The Ribosomal Database Project: improved alignments and new tools for rRNA analysis [J].
Cole, J. R. ;
Wang, Q. ;
Cardenas, E. ;
Fish, J. ;
Chai, B. ;
Farris, R. J. ;
Kulam-Syed-Mohideen, A. S. ;
McGarrell, D. M. ;
Marsh, T. ;
Garrity, G. M. ;
Tiedje, J. M. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D141-D145
[8]
Dodgson KS., 1982, Sulfatases of microbial origin
[9]
UCHIME improves sensitivity and speed of chimera detection [J].
Edgar, Robert C. ;
Haas, Brian J. ;
Clemente, Jose C. ;
Quince, Christopher ;
Knight, Rob .
BIOINFORMATICS, 2011, 27 (16) :2194-2200
[10]
Genetic Variations in Sex Steroid-Related Genes as Predictors of Serum Estrogen Levels in Men [J].
Eriksson, Anna L. ;
Lorentzon, Mattias ;
Vandenput, Liesbeth ;
Labrie, Fernand ;
Lindersson, Marie ;
Syvanen, Ann-Christine ;
Orwoll, Eric S. ;
Cummings, Steven R. ;
Zmuda, Joseph M. ;
Ljunggren, Osten ;
Karlsson, Magnus K. ;
Mellstrom, Dan ;
Ohlsson, Claes .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2009, 94 (03) :1033-1041