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表达数量性状基因座分析鉴定了人类肠道中基因型与基因表达之间的关联。

Expression quantitative trait loci analysis identifies associations between genotype and gene expression in human intestine.

机构信息

Zane Cohen Centre for Digestive Diseases, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada.

出版信息

Gastroenterology. 2013 Jun;144(7):1488-96, 1496.e1-3. doi: 10.1053/j.gastro.2013.03.001. Epub 2013 Mar 6.

Abstract

BACKGROUND & AIMS: Genome-wide association studies have greatly increased our understanding of intestinal disease. However, little is known about how genetic variations result in phenotypic changes. Some polymorphisms have been shown to modulate quantifiable phenotypic traits; these are called quantitative trait loci. Quantitative trait loci that affect levels of gene expression are called expression quantitative trait loci (eQTL), which can provide insight into the biological relevance of data from genome-wide association studies. We performed a comprehensive eQTL scan of intestinal tissue.

METHODS

Total RNA was extracted from ileal biopsy specimens and genomic DNA was obtained from whole-blood samples from the same cohort of individuals. Cis- and trans-eQTL analyses were performed using a custom software pipeline for samples from 173 subjects. The analyses determined the expression levels of 19,047 unique autosomal genes listed in the US National Center for Biotechnology Information database and more than 580,000 variants from the Single Nucleotide Polymorphism database.

RESULTS

The presence of more than 15,000 cis- and trans-eQTL was detected with statistical significance. eQTL associated with the same expression trait were in high linkage disequilibrium. Comparative analysis with previous eQTL studies showed that 30% to 40% of genes identified as eQTL in monocytes, liver tissue, lymphoblastoid cell lines, T cells, and fibroblasts are also eQTL in ileal tissue. Conversely, most of the significant eQTL have not been previously identified and could be tissue specific. These are involved in many cell functions, including division and antigen processing and presentation. Our analysis confirmed that previously published cis-eQTL are single nucleotide polymorphisms associated with inflammatory bowel disease: rs2298428/UBE2L3, rs1050152/SLC22A4, and SLC22A5. We identified many new associations between inflammatory bowel disease susceptibility loci and gene expression.

CONCLUSIONS

eQTL analysis of intestinal tissue supports findings that some eQTL remain stable across cell types, whereas others are specific to the sampled location. Our findings confirm and expand the number of known genotypes associated with expression and could help elucidate mechanisms of intestinal disease.

摘要

背景与目的

全基因组关联研究极大地提高了我们对肠道疾病的认识。然而,对于遗传变异如何导致表型变化知之甚少。一些多态性已被证明可以调节可量化的表型特征;这些被称为数量性状位点。影响基因表达水平的数量性状位点称为表达数量性状位点(eQTL),它可以深入了解全基因组关联研究数据的生物学相关性。我们对肠道组织进行了全面的 eQTL 扫描。

方法

从同一队列个体的回肠活检标本中提取总 RNA,并从全血样本中提取基因组 DNA。使用自定义软件管道对 173 名受试者的样本进行顺式和反式 eQTL 分析。分析确定了美国国家生物技术信息中心数据库中列出的 19047 个独特的常染色体基因和来自单核苷酸多态性数据库的 580000 多个变体的表达水平。

结果

检测到超过 15000 个具有统计学意义的顺式和反式 eQTL。与同一表达性状相关的 eQTL 高度连锁不平衡。与之前的 eQTL 研究进行比较分析表明,单核细胞、肝组织、淋巴母细胞系、T 细胞和成纤维细胞中鉴定为 eQTL 的 30%至 40%的基因也是回肠组织中的 eQTL。相反,大多数显著的 eQTL 以前没有被识别,可能是组织特异性的。这些基因涉及许多细胞功能,包括分裂和抗原处理和呈递。我们的分析证实,以前发表的顺式 eQTL 是与炎症性肠病相关的单核苷酸多态性:rs2298428/UBE2L3、rs1050152/SLC22A4 和 SLC22A5。我们发现了炎症性肠病易感性位点与基因表达之间的许多新关联。

结论

肠道组织的 eQTL 分析支持一些 eQTL 在细胞类型之间保持稳定,而其他 eQTL 则特定于采样位置的发现。我们的研究结果证实并扩大了与表达相关的已知基因型数量,这有助于阐明肠道疾病的机制。

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