Identification of blood eQTLs in older adults

IF 2.4 3区 生物学 Q2 GENETICS & HEREDITY Gene Pub Date : 2025-04-20 Epub Date: 2025-02-07 DOI:10.1016/j.gene.2025.149291
Abdulsalam Toyin , Karen A. Mather , Nicola J. Armstrong , Liliana G. Ciobanu , Bernhard T. Baune , John B. Kwok , Peter R. Schofield , David Ames , Julian N. Trollor , Perminder S. Sachdev , Anbupalam Thalamuthu
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Abstract

Genome-wide association studies (GWAS) have been successful in identifying genetic variation associated with a wide range of phenotypes. However, more detailed knowledge of their functional significance is required to provide insights into the molecular mechanisms involved. Single Nucleotide Polymorphisms (SNPs) that influence gene expression (Expression Quantitative Trait Loci-eQTLs) may be one such functional mechanism. As gene expression may change over the lifespan, it is important to identify eQTLs for specific age groups. In this study, we aimed to identify blood eQTLs in older adults. Peripheral blood was collected from participants of the Sydney Memory and Ageing Study (Sydney MAS, N = 445, mean age ± SD = 83.38 ± 4.31) and RNA extracted. Gene expression and SNP genotyping were assessed using arrays. Genome-wide eQTL analyses were undertaken using linear mixed-models. Replication was undertaken in the Older Australian Twins Study (OATS, N = 283, mean age = 75.86 ± 5.28). In the discovery cohort (Sydney MAS), a total of 10,468 unique eQTLs were identified influencing the expression of 1402 probes (1229 genes). A total of 6554 eQTLs were replicated in OATS, out of the 7339 that were available for analysis. We have identified, replicated, and described a catalogue of blood eQTLs in older adults. Noting that replication of these results in independent samples of older adults is required given our modest sample size. However, this information will be a useful resource for further studies, particularly in assessing the potential functions of SNPs identified in GWAS focussing on age-related traits.
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老年人血液中eqtl的鉴定。
全基因组关联研究(GWAS)已经成功地识别了与多种表型相关的遗传变异。然而,需要更详细地了解它们的功能意义,才能深入了解所涉及的分子机制。影响基因表达的单核苷酸多态性(snp)(表达数量性状位点- eqtls)可能就是这样一种功能机制。由于基因表达可能随着寿命的变化而变化,因此确定特定年龄组的eqtl非常重要。在这项研究中,我们的目的是鉴定老年人血液中的eqtl。收集悉尼记忆与衰老研究参与者的外周血(Sydney MAS, N = 445,平均年龄 ± SD = 83.38 ± 4.31)并提取RNA。采用阵列检测基因表达和SNP基因分型。采用线性混合模型进行全基因组eQTL分析。在澳大利亚老年双胞胎研究中进行了重复研究(OATS, N = 283,平均年龄 = 75.86 ± 5.28)。在发现队列(Sydney MAS)中,共鉴定出10,468个独特的eqtl,影响1402个探针(1229个基因)的表达。在可供分析的7339个eqtl中,总共有6554个在OATS中被复制。我们已经确定、复制并描述了老年人血液中eqtl的目录。值得注意的是,鉴于我们的样本量不大,需要在老年人的独立样本中复制这些结果。然而,这些信息将为进一步的研究提供有用的资源,特别是在评估GWAS中鉴定的snp的潜在功能时,这些snp关注的是与年龄相关的特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Gene
Gene 生物-遗传学
CiteScore
6.10
自引率
2.90%
发文量
718
审稿时长
42 days
期刊介绍: Gene publishes papers that focus on the regulation, expression, function and evolution of genes in all biological contexts, including all prokaryotic and eukaryotic organisms, as well as viruses.
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