Gut-Microbiota-Metabolite Axis in Early Renal Function Decline

被引:144
作者
Barrios, Clara [1 ,2 ]
Beaumont, Michelle [1 ]
Pallister, Tess [1 ]
Villar, Judith [3 ]
Goodrich, Julia K. [4 ]
Clark, Andrew [4 ]
Pascual, Julio [2 ]
Ley, Ruth E. [4 ]
Spector, Tim D. [1 ]
Bell, Jordana T. [1 ]
Menni, Cristina [1 ]
机构
[1] Kings Coll London, Dept Twin Res & Genet Epidemiol, London WC2R 2LS, England
[2] Hosp del Mar, Dept Nephrol, Inst Mar Invest Med, Barcelona, Spain
[3] Hosp del Mar, Dept Infect Dis, Inst Mar Invest Med, Barcelona, Spain
[4] Cornell Univ, Dept Mol Biol & Genet, Ithaca, NY USA
来源
PLOS ONE | 2015年 / 10卷 / 08期
基金
英国惠康基金;
关键词
CHRONIC KIDNEY-DISEASE; P-CRESYL SULFATE; INDOXYL SULFATE; UREMIC SOLUTES; INTESTINAL MICROBIOTA; CKD; PATTERNS; COHORT; FLORA; RISK;
D O I
10.1371/journal.pone.0134311
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
Introduction Several circulating metabolites derived from bacterial protein fermentation have been found to be inversely associated with renal function but the timing and disease severity is unclear. The aim of this study is to explore the relationship between indoxyl-sulfate, p-cresyl-sulfate, phenylacetylglutamine and gut-microbial profiles in early renal function decline. Results Indoxyl-sulfate (Beta(SE) = -2.74(0.24); P = 8.8x10(-29)), p-cresyl-sulfate (-1.99(0.24), P = 4.6x10(-16)), and phenylacetylglutamine(-2.73 (0.25), P = 1.2x10(-25)) were inversely associated with eGFR in a large population base cohort (TwinsUK, n = 4439) with minimal renal function decline. In a sub-sample of 855 individuals, we analysed metabolite associations with 16S gut microbiome profiles (909 profiles, QIIME 1.7.0). Three Operational Taxonomic Units (OTUs) were significantly associated with indoxyl-sulfate and 52 with phenylacetylglutamine after multiple testing; while one OTU was nominally associated with p-cresyl sulfate. All 56 microbial members belong to the order Clostridiales and are represented by anaerobic Gram-positive families Christensenellaceae, Ruminococcaceae and Lachnospiraceae. Within these, three microbes were also associated with eGFR. Conclusions Our data suggest that indoxyl-sulfate, p-cresyl-sulfate and phenylacetylglutamine are early markers of renal function decline. Changes in the intestinal flora associated with these metabolites are detectable in early kidney disease. Future efforts should dissect this relationship to improve early diagnostics and therapeutics strategies.
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页数:9
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共 38 条
[1]   The intestinal microbiota, a leaky gut, and abnormal immunity in kidney disease [J].
Anders, Hans-Joachim ;
Andersen, Kirstin ;
Stecher, Baerbel .
KIDNEY INTERNATIONAL, 2013, 83 (06) :1010-1016
[2]   Related actions of probiotics and antibiotics on gut microbiota and weight modification [J].
Angelakis, Emmanoui ;
Merhej, Vicky ;
Raoult, Didier .
LANCET INFECTIOUS DISEASES, 2013, 13 (10) :889-899
[3]   Colonic Contribution to Uremic Solutes [J].
Aronov, Pavel A. ;
Luo, Frank J. -G. ;
Plummer, Natalie S. ;
Quan, Zhe ;
Holmes, Susan ;
Hostetter, Thomas H. ;
Meyer, Timothy W. .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2011, 22 (09) :1769-1776
[4]   Serum Indoxyl Sulfate Is Associated with Vascular Disease and Mortality in Chronic Kidney Disease Patients [J].
Barreto, Fellype C. ;
Barreto, Daniela V. ;
Liabeuf, Sophie ;
Meert, Natalie ;
Glorieux, Griet ;
Temmar, Mohammed ;
Choukroun, Gabriel ;
Vanholder, Raymond ;
Massy, Ziad A. .
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2009, 4 (10) :1551-1558
[5]   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
[6]   Transient and Persistent Metabolomic Changes in Plasma following Chronic Cigarette Smoke Exposure in a Mouse Model [J].
Cruickshank-Quinn, Charmion I. ;
Mahaffey, Spencer ;
Justice, Matthew J. ;
Hughes, Grant ;
Armstrong, Michael ;
Bowler, Russell P. ;
Reisdorph, Richard ;
Petrache, Irina ;
Reisdorph, Nichole .
PLOS ONE, 2014, 9 (07)
[7]   Integrated, Nontargeted Ultrahigh Performance Liquid Chromatography/Electrospray Ionization Tandem Mass Spectrometry Platform for the Identification and Relative Quantification of the Small-Molecule Complement of Biological Systems [J].
Evans, Anne M. ;
DeHaven, Corey D. ;
Barrett, Tom ;
Mitchell, Matt ;
Milgram, Eric .
ANALYTICAL CHEMISTRY, 2009, 81 (16) :6656-6667
[8]   Gut microbiota and metabolic syndrome [J].
Festi, Davide ;
Schiumerini, Ramona ;
Eusebi, Leonardo Henry ;
Marasco, Giovanni ;
Taddia, Martina ;
Colecchia, Antonio .
WORLD JOURNAL OF GASTROENTEROLOGY, 2014, 20 (43) :16079-16094
[9]   Human Genetics Shape the Gut Microbiome [J].
Goodrich, Julia K. ;
Waters, Jillian L. ;
Poole, Angela C. ;
Sutter, Jessica L. ;
Koren, Omry ;
Blekhman, Ran ;
Beaumont, Michelle ;
Van Treuren, William ;
Knight, Rob ;
Bell, Jordana T. ;
Spector, Timothy D. ;
Clark, Andrew G. ;
Ley, Ruth E. .
CELL, 2014, 159 (04) :789-799
[10]   Intestinal microbiota and type 2 diabetes: from mechanism insights to therapeutic perspective [J].
Han, Jun-Ling ;
Lin, Hui-Ling .
WORLD JOURNAL OF GASTROENTEROLOGY, 2014, 20 (47) :17737-17745