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人类血清代谢变异性的全基因组评估。

A genome-wide assessment of variability in human serum metabolism.

机构信息

Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden.

出版信息

Hum Mutat. 2013 Mar;34(3):515-24. doi: 10.1002/humu.22267.

Abstract

The study of the genetic regulation of metabolism in human serum samples can contribute to a better understanding of the intermediate biological steps that lead from polymorphism to disease. Here, we conducted a genome-wide association study (GWAS) to discover metabolic quantitative trait loci (mQTLs) utilizing samples from a study of prostate cancer in Swedish men, consisting of 402 individuals (214 cases and 188 controls) in a discovery set and 489 case-only samples in a replication set. A global nontargeted metabolite profiling approach was utilized resulting in the detection of 6,138 molecular features followed by targeted identification of associated metabolites. Seven replicating loci were identified (PYROXD2, FADS1, PON1, CYP4F2, UGT1A8, ACADL, and LIPC) with associated sequence variants contributing significantly to trait variance for one or more metabolites (P = 10(-13) -10(-91)). Regional mQTL enrichment analyses implicated two loci that included FADS1 and a novel locus near PDGFC. Biological pathway analysis implicated ACADM, ACADS, ACAD8, ACAD10, ACAD11, and ACOXL, reflecting significant enrichment of genes with acyl-CoA dehydrogenase activity. mQTL SNPs and mQTL-harboring genes were over-represented across GWASs conducted to date, suggesting that these data may have utility in tracing the molecular basis of some complex disease associations.

摘要

对人类血清样本中代谢的遗传调控进行研究,可以帮助我们更好地理解导致多态性向疾病转变的中间生物学步骤。在这里,我们利用来自瑞典男性前列腺癌研究的样本进行了全基因组关联研究(GWAS),以发现代谢数量性状基因座(mQTLs)。该研究包括发现组中的 402 个人(214 例病例和 188 例对照)和复制组中的 489 例仅病例样本。我们采用了全局非靶向代谢物分析方法,检测到 6138 个分子特征,随后对相关代谢物进行了靶向鉴定。鉴定出了 7 个复制位点(PYROXD2、FADS1、PON1、CYP4F2、UGT1A8、ACADL 和 LIPC),与这些位点相关的序列变异显著影响了一个或多个代谢物的性状变异(P = 10(-13) -10(-91))。区域 mQTL 富集分析提示了两个包含 FADS1 和 PDGFC 附近新位点的区域。生物途径分析提示了 ACADM、ACADS、ACAD8、ACAD10、ACAD11 和 ACOXL,反映了酰基辅酶 A 脱氢酶活性相关基因的显著富集。mQTL SNPs 和 mQTL 携带基因在迄今为止进行的 GWAS 中被过度代表,这表明这些数据可能在追踪某些复杂疾病关联的分子基础方面具有一定的应用价值。

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