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代谢组学、基因组学和免疫表型的整合揭示了代谢物在疾病中的因果作用。

Integration of metabolomics, genomics, and immune phenotypes reveals the causal roles of metabolites in disease.

作者信息

Chu Xiaojing, Jaeger Martin, Beumer Joep, Bakker Olivier B, Aguirre-Gamboa Raul, Oosting Marije, Smeekens Sanne P, Moorlag Simone, Mourits Vera P, Koeken Valerie A C M, de Bree Charlotte, Jansen Trees, Mathews Ian T, Dao Khoi, Najhawan Mahan, Watrous Jeramie D, Joosten Irma, Sharma Sonia, Koenen Hans J P M, Withoff Sebo, Jonkers Iris H, Netea-Maier Romana T, Xavier Ramnik J, Franke Lude, Xu Cheng-Jian, Joosten Leo A B, Sanna Serena, Jain Mohit, Kumar Vinod, Clevers Hans, Wijmenga Cisca, Netea Mihai G, Li Yang

机构信息

Department of Genetics, University of Groningen, University Medical Center Groningen, 9700, RB, Groningen, the Netherlands.

Department of Computational Biology for Individualised Medicine, Centre for Individualised Infection Medicine, CiiM, a joint venture between the Hannover Medical School and the Helmholtz Centre for Infection Research, Hannover, Germany.

出版信息

Genome Biol. 2021 Jul 6;22(1):198. doi: 10.1186/s13059-021-02413-z.

Abstract

BACKGROUND

Recent studies highlight the role of metabolites in immune diseases, but it remains unknown how much of this effect is driven by genetic and non-genetic host factors.

RESULT

We systematically investigate circulating metabolites in a cohort of 500 healthy subjects (500FG) in whom immune function and activity are deeply measured and whose genetics are profiled. Our data reveal that several major metabolic pathways, including the alanine/glutamate pathway and the arachidonic acid pathway, have a strong impact on cytokine production in response to ex vivo stimulation. We also examine the genetic regulation of metabolites associated with immune phenotypes through genome-wide association analysis and identify 29 significant loci, including eight novel independent loci. Of these, one locus (rs174584-FADS2) associated with arachidonic acid metabolism is causally associated with Crohn's disease, suggesting it is a potential therapeutic target.

CONCLUSION

This study provides a comprehensive map of the integration between the blood metabolome and immune phenotypes, reveals novel genetic factors that regulate blood metabolite concentrations, and proposes an integrative approach for identifying new disease treatment targets.

摘要

背景

近期研究突出了代谢物在免疫疾病中的作用,但尚不清楚这种作用在多大程度上是由遗传和非遗传宿主因素驱动的。

结果

我们系统地研究了500名健康受试者(500FG队列)的循环代谢物,这些受试者的免疫功能和活性得到了深入测量,并且其基因也进行了分析。我们的数据表明,包括丙氨酸/谷氨酸途径和花生四烯酸途径在内的几种主要代谢途径,对体外刺激后细胞因子的产生有强烈影响。我们还通过全基因组关联分析研究了与免疫表型相关的代谢物的遗传调控,并确定了29个显著位点,包括8个新的独立位点。其中,一个与花生四烯酸代谢相关的位点(rs174584 - FADS2)与克罗恩病存在因果关联,表明它是一个潜在的治疗靶点。

结论

本研究提供了血液代谢组与免疫表型整合的全面图谱,揭示了调节血液代谢物浓度的新遗传因素,并提出了一种识别新疾病治疗靶点的综合方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c5f/8259168/e43b41975bf8/13059_2021_2413_Fig1_HTML.jpg

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