Networks of gut bacteria relate to cardiovascular disease in a multi-ethnic population: the HELIUS study

被引:8
作者
Warmbrunn, Moritz, V [1 ,2 ]
Boulund, Ulrika [1 ,2 ,3 ]
Aron-Wisnewsky, Judith [4 ,5 ]
de Goffau, Marcus C. [1 ,6 ,7 ]
Abeka, Rosamel E. [1 ]
Davids, Mark [1 ]
Bresser, Lucas R. F. [1 ,6 ]
Levin, Evgeni [1 ,6 ]
Clement, Karine [4 ,5 ]
Galenkamp, Henrike [8 ]
Ferwerda, Bart [9 ]
van den Born, Bert-Jan J. H. [1 ]
Kurilshikov, Alexander [10 ]
Fu, Jingyuan [11 ]
Zwinderman, Aeilko H.
Soeters, Maarten R. [12 ]
van Raalte, Daniel H. [13 ]
Herrema, Hilde [1 ]
Groen, Albert K. [1 ]
Nieuwdorp, Max [1 ,3 ]
机构
[1] Univ Amsterdam, Dept Internal & Vasc Med, Locat AMC, Med Ctr, Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[2] Univ Amsterdam, Amsterdam UMC, Amsterdam Gastroenterol Endocrinol Metab AGEM Inst, Amsterdam, Netherlands
[3] Univ Amsterdam, Amsterdam Cardiovasc Sci, Amsterdam UMC, Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[4] Sorbonne Univ, Inst Natl St & Rech Med, Nutr & Obesit Syst Approaches Res Unit Nutri, Paris, France
[5] Hop La Pitie Salpetriere, Assistantea Publ Hop Paris, Ctr Rech Nutr Humaine, Nutr Dept, Paris, Ile De France, France
[6] HorAIzon BV, NL-2625 GZ Delft, Netherlands
[7] Univ Amsterdam, Tytgat Inst Liver & Intestinal Res, Med Ctr, Meibergdreef 69, NL-1105 BK Amsterdam, Netherlands
[8] Univ Amsterdam, Amsterdam Publ Hlth Res Inst, Dept Publ Hlth, Amsterdam UMC, Amsterdam, Netherlands
[9] Univ Amsterdam, Dept Clin Epidemiol & Biostat, Med Ctr, Amsterdam, Netherlands
[10] Univ Groningen, Univ Med Ctr Groningen, Dept Pediat, Groningen, Netherlands
[11] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, Groningen, Netherlands
[12] Univ Amsterdam, Med Ctr, Dept Endocrinol & Metab Internal Med, Amsterdam, Netherlands
[13] Vrije Univ VU Univ, Amsterdam Univ, Dept Internal Med, Med Ctr,Med Ctr UMC, Amsterdam, Netherlands
关键词
Trophic networks; Microbiome; Cardiovascular diseases; Atherosclerosis; Mendelian randomization; HELIUS study; MENDELIAN RANDOMIZATION; RISK; METABOLISM; PHOSPHATIDYLCHOLINE; MICROBIOTA;
D O I
10.1093/cvr/cvae018
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims Gut microbiota have been linked to blood lipid levels and cardiovascular diseases (CVDs). The composition and abundance of gut microbiota trophic networks differ between ethnicities. We aim to evaluate the relationship between gut microbiotal trophic networks and CVD phenotypes.Methods and results We included cross-sectional data from 3860 individuals without CVD history from 6 ethnicities living in the Amsterdam region participating in the prospective Healthy Life in Urban Setting (HELIUS) study. Genetic variants were genotyped, faecal gut microbiota were profiled, and blood and anthropometric parameters were measured. A machine learning approach was used to assess the relationship between CVD risk (Framingham score) and gut microbiota stratified by ethnicity. Potential causal relationships between gut microbiota composition and CVD were inferred by performing two-sample Mendelian randomization with hard CVD events from the Pan-UK Biobank and microbiome genome-wide association studies summary data from a subset of the HELIUS cohort (n = 4117). Microbial taxa identified to be associated with CVD by machine learning and Mendelian randomization were often ethnic-specific, but some concordance across ethnicities was found. The microbes Akkermansia muciniphila and Ruminococcaceae UCG-002 were protective against ischaemic heart disease in African-Surinamese and Moroccans, respectively. We identified a strong inverse association between blood lipids, CVD risk, and the combined abundance of the correlated microbes Christensenellaceae-Methanobrevibacter-Ruminococcaceae (CMR). The CMR cluster was also identified in two independent cohorts and the association with triglycerides was replicated.Conclusion Certain gut microbes can have a potentially causal relationship with CVD events, with possible ethnic-specific effects. We identified a trophic network centred around Christensenellaceae, Methanobrevibacter, and various Ruminococcaceae, frequently lacking in South-Asian Surinamese, to be protective against CVD risk and associated with low triglyceride levels. Graphical Abstract
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页码:372 / 384
页数:13
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