Zhang Wei, Duan Shiwei, Kistner Emily O, Bleibel Wasim K, Huang R Stephanie, Clark Tyson A, Chen Tina X, Schweitzer Anthony C, Blume John E, Cox Nancy J, Dolan M Eileen
Department of Medicine, The University of Chicago, Chicago, IL 60637, USA.
Am J Hum Genet. 2008 Mar;82(3):631-40. doi: 10.1016/j.ajhg.2007.12.015. Epub 2008 Feb 28.
Gene expression is a complex quantitative trait partially regulated by genetic variation in DNA sequence. Population differences in gene expression could contribute to some of the observed differences in susceptibility to common diseases and response to drug treatments. We characterized gene expression in the full set of HapMap lymphoblastoid cell lines derived from individuals of European and African ancestry for 9156 transcript clusters (gene-level) evaluated with the Affymetrix GeneChip Human Exon 1.0 ST Array. Gene expression was found to differ significantly between these samples for 383 transcript clusters. Biological processes including ribosome biogenesis and antimicrobial humoral response were found to be enriched in these differential genes, suggesting their possible roles in contributing to the population differences at a higher level than that of mRNA expression and in response to environmental information. Genome-wide association studies for local or distant genetic variants that correlate with the differentially expressed genes enabled identification of significant associations with one or more single-nucleotide polymorphisms (SNPs), consistent with the hypothesis that genetic factors and not simply population identity or other characteristics (age of cell lines, length of culture, etc.) contribute to differences in gene expression in these samples. Our results provide a comprehensive view of the genes differentially expressed between populations and the enriched biological processes involved in these genes. We also provide an evaluation of the contributions of genetic variation and nongenetic factors to the population differences in gene expression.
基因表达是一种复杂的数量性状,部分受DNA序列中的遗传变异调控。基因表达的群体差异可能导致在常见疾病易感性和药物治疗反应方面观察到的一些差异。我们利用Affymetrix GeneChip Human Exon 1.0 ST Array对来自欧洲和非洲血统个体的全套HapMap淋巴母细胞系中的9156个转录簇(基因水平)的基因表达进行了表征。在这些样本中,发现383个转录簇的基因表达存在显著差异。包括核糖体生物合成和抗微生物体液反应在内的生物学过程在这些差异基因中显著富集,表明它们可能在高于mRNA表达水平上促成群体差异以及对环境信息的反应中发挥作用。对与差异表达基因相关的局部或远距离遗传变异进行全基因组关联研究,能够识别出与一个或多个单核苷酸多态性(SNP)的显著关联,这与遗传因素而非仅仅群体身份或其他特征(细胞系年龄、培养时间等)导致这些样本中基因表达差异的假设一致。我们的结果提供了群体间差异表达基因以及这些基因所涉及的富集生物学过程的全面视图。我们还评估了遗传变异和非遗传因素对基因表达群体差异的贡献。