Host genetic regulation of human gut microbial structural variation

被引:66
作者
Zhernakova, Daria V. [1 ]
Wang, Daoming [1 ,2 ]
Liu, Lei [3 ]
Andreu-Sanchez, Sergio [1 ,2 ]
Zhang, Yue [1 ,2 ]
Ruiz-Moreno, Angel J. [1 ,2 ]
Peng, Haoran [1 ]
Plomp, Niels [3 ,4 ]
Del Castillo-Izquierdo, Angela [1 ,3 ]
Gacesa, Ranko [1 ,4 ]
Lopera-Maya, Esteban A. [1 ]
Temba, Godfrey S. [5 ,6 ,7 ]
Kullaya, Vesla I. [6 ,8 ]
van Leeuwen, Sander S. [9 ]
Xavier, Ramnik J. [10 ,11 ]
de Mast, Quirijn [5 ,7 ]
Joosten, Leo A. B. [5 ,12 ]
Riksen, Niels P. [5 ]
Rutten, Joost H. W. [5 ]
Netea, Mihai G. [5 ,7 ,13 ,14 ]
Sanna, Serena [1 ,15 ]
Wijmenga, Cisca [1 ]
Weersma, Rinse K. [4 ]
Zhernakova, Alexandra [1 ]
Harmsen, Hermie J. M. [3 ]
Fu, Jingyuan [1 ,2 ]
机构
[1] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, Groningen, Netherlands
[2] Univ Groningen, Univ Med Ctr Groningen, Dept Pediat, Groningen, Netherlands
[3] Univ Groningen, Univ Med Ctr Groningen, Dept Med Microbiol & Infect Prevent, Groningen, Netherlands
[4] Univ Groningen, Univ Med Ctr Groningen, Dept Gastroenterol & Hepatol, Groningen, Netherlands
[5] Radboud Univ Nijmegen Med Ctr, Dept Internal Med, Nijmegen, Netherlands
[6] Kilimanjaro Christian Med Univ Coll, Dept Med Biochem & Mol Biol, Moshi, Tanzania
[7] Radboud Univ Nijmegen Med Ctr, Radboud Ctr Infect Dis, Nijmegen, Netherlands
[8] Kilimanjaro Clin Res Inst, Kilimanjaro Christian Med Ctr, Moshi, Tanzania
[9] Univ Groningen, Univ Med Ctr Groningen, Dept Lab Med, Groningen, Netherlands
[10] Broad Inst MIT & Harvard, Cambridge, MA USA
[11] Massachusetts Gen Hosp, Dept Mol Biol, Ctr Computat & Integrat Biol, Boston, MA USA
[12] Iuliu Hatieganu Univ Med & Pharm, Dept Med Genet, Cluj Napoca, Romania
[13] Univ Bonn, Life & Med Sci Inst, Dept Immunol & Metab, Bonn, Germany
[14] Craiova Univ Med & Pharm, Human Genom Lab, Craiova, Romania
[15] CNR, Inst Genet & Biomed Res, Cagliari, Italy
基金
欧洲研究理事会;
关键词
GENOME-WIDE ASSOCIATION; CHRONIC-PANCREATITIS; CYTOKINE PRODUCTION; BLOOD-GROUP; TOOL; SPECIFICITY; PREDICTION; DYNAMICS; RESOURCE; RISK;
D O I
10.1038/s41586-023-06893-w
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
Although the impact of host genetics on gut microbial diversity and the abundance of specific taxa is well established1-6, little is known about how host genetics regulates the genetic diversity of gut microorganisms. Here we conducted a meta-analysis of associations between human genetic variation and gut microbial structural variation in 9,015 individuals from four Dutch cohorts. Strikingly, the presence rate of a structural variation segment in Faecalibacterium prausnitzii that harbours an N-acetylgalactosamine (GalNAc) utilization gene cluster is higher in individuals who secrete the type A oligosaccharide antigen terminating in GalNAc, a feature that is jointly determined by human ABO and FUT2 genotypes, and we could replicate this association in a Tanzanian cohort. In vitro experiments demonstrated that GalNAc can be used as the sole carbohydrate source for F. prausnitzii strains that carry the GalNAc-metabolizing pathway. Further in silico and in vitro studies demonstrated that other ABO-associated species can also utilize GalNAc, particularly Collinsella aerofaciens. The GalNAc utilization genes are also associated with the host's cardiometabolic health, particularly in individuals with mucosal A-antigen. Together, the findings of our study demonstrate that genetic associations across the human genome and bacterial metagenome can provide functional insights into the reciprocal host-microbiome relationship. A meta-analysis of associations between human genetic variation and gut microbial structural variations shows that ABO genotype differentially affects the presence of Faecalibacterium prausnitzii strains containing GalNAc utilization pathway in the gut.
引用
收藏
页码:813 / 821
页数:30
相关论文
共 89 条
[51]   The Integrative Human Microbiome Project [J].
Proctor, Lita M. ;
Creasy, Heather H. ;
Fettweis, Jennifer M. ;
Lloyd-Price, Jason ;
Mahurkar, Anup ;
Zhou, Wenyu ;
Buck, Gregory A. ;
Snyder, Michael P. ;
Strauss, Jerome F., III ;
Weinstock, George M. ;
White, Owen ;
Huttenhower, Curtis .
NATURE, 2019, 569 (7758) :641-648
[52]   Combined effects of host genetics and diet on human gut microbiota and incident disease in a single population cohort [J].
Qin, Youwen ;
Havulinna, Aki S. ;
Liu, Yang ;
Jousilahti, Pekka ;
Ritchie, Scott C. ;
Tokolyi, Alex ;
Sanders, Jon G. ;
Valsta, Liisa ;
Brozynska, Marta ;
Zhu, Qiyun ;
Tripathi, Anupriya ;
Vazquez-Baeza, Yoshiki ;
Loomba, Rohit ;
Cheng, Susan ;
Jain, Mohit ;
Niiranen, Teemu ;
Lahti, Leo ;
Knight, Rob ;
Salomaa, Veikko ;
Inouye, Michael ;
Meric, Guillaume .
NATURE GENETICS, 2022, 54 (02) :134-+
[53]   Toward universal donor blood: Enzymatic conversion of A and B to O type [J].
Rahfeld, Peter ;
Withers, Stephen G. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2020, 295 (02) :325-334
[54]   An enzymatic pathway in the human gut microbiome that converts A to universal O type blood [J].
Rahfeld, Peter ;
Sim, Lyann ;
Moon, Haisle ;
Constantinescu, Iren ;
Morgan-Lang, Connor ;
Hallam, Steven J. ;
Kizhakkedathu, Jayachandran N. ;
Withers, Stephen G. .
NATURE MICROBIOLOGY, 2019, 4 (09) :1475-1485
[55]   Environment dominates over host genetics in shaping human gut microbiota [J].
Rothschild, Daphna ;
Weissbrod, Omer ;
Barkan, Elad ;
Kurilshikov, Alexander ;
Korem, Tal ;
Zeevi, David ;
Costea, Paul I. ;
Godneva, Anastasia ;
Kalka, Iris N. ;
Bar, Noam ;
Shilo, Smadar ;
Lador, Dar ;
Vila, Arnau Vich ;
Zmora, Niv ;
Pevsner-Fischer, Meirav ;
Israeli, David ;
Kosower, Noa ;
Malka, Gal ;
Wolf, Bat Chen ;
Avnit-Sagi, Tali ;
Lotan-Pompan, Maya ;
Weinberger, Adina ;
Halpern, Zamir ;
Carmi, Shai ;
Fu, Jingyuan ;
Wijmenga, Cisca ;
Zhernakova, Alexandra ;
Elinav, Eran ;
Segal, Eran .
NATURE, 2018, 555 (7695) :210-+
[56]   Genome-wide association study in 8,956 German individuals identifies influence of ABO histo-blood groups on gut microbiome [J].
Ruehlemann, Malte Christoph ;
Hermes, Britt Marie ;
Bang, Corinna ;
Doms, Shauni ;
Moitinho-Silva, Lucas ;
Thingholm, Louise Bruun ;
Frost, Fabian ;
Degenhardt, Frauke ;
Wittig, Michael ;
Kaessens, Jan ;
Weiss, Frank Ulrich ;
Peters, Annette ;
Neuhaus, Klaus ;
Voelker, Uwe ;
Voelzke, Henry ;
Homuth, Georg ;
Weiss, Stefan ;
Grallert, Harald ;
Laudes, Matthias ;
Lieb, Wolfgang ;
Haller, Dirk ;
Lerch, Markus M. ;
Baines, John F. ;
Franke, Andre .
NATURE GENETICS, 2021, 53 (02) :147-+
[57]   MicrobeAnnotator: a user-friendly, comprehensive functional annotation pipeline for microbial genomes [J].
Ruiz-Perez, Carlos A. ;
Conrad, Roth E. ;
Konstantinidis, Konstantinos T. .
BMC BIOINFORMATICS, 2021, 22 (01)
[58]   Challenges and future directions for studying effects of host genetics on the gut microbiome [J].
Sanna, Serena ;
Kurilshikov, Alexander ;
van der Graaf, Adriaan ;
Fu, Jingyuan ;
Zhernakova, Alexandra .
NATURE GENETICS, 2022, 54 (02) :100-106
[59]   Linking the Human Gut Microbiome to Inflammatory Cytokine Production Capacity (vol 167, pg 1125, 2016) [J].
Schirmer, Melanie ;
Smeekens, Sanne P. ;
Vlamakis, Hera ;
Jaeger, Martin ;
Oosting, Marije ;
Franzosa, Eric A. ;
ter Horst, Rob ;
Jansen, Trees ;
Jacobs, Liesbeth ;
Bonder, Marc Jan ;
Kurilshikov, Alexander ;
Fu, Jingyuan ;
Joosten, Leo A. B. ;
Zhernakova, Alexandra ;
Huttenhower, Curtis ;
Wijmenga, Cisca ;
Netea, Mihai G. ;
Xavier, Ramnik J. .
CELL, 2016, 167 (07) :1897-1897
[60]   Linking the Human Gut Microbiome to Inflammatory Cytokine Production Capacity [J].
Schirmer, Melanie ;
Smeekens, Sanne P. ;
Vlamakis, Hera ;
Jaeger, Martin ;
Oosting, Marije ;
Franzosa, Eric A. ;
ter Horst, Rob ;
Jansen, Trees ;
Jacobs, Liesbeth ;
Bonder, Marc Jan ;
Kurilshikov, Alexander ;
Fu, Jingyuan ;
Joosten, Leo A. B. ;
Zhernakova, Alexandra ;
Huttenhower, Curtis ;
Wijmenga, Cisca ;
Netea, Mihai G. ;
Xavier, Ramnik J. .
CELL, 2016, 167 (04) :1125-+