Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA.
Hum Mol Genet. 2010 May 15;19(10):1921-9. doi: 10.1093/hmg/ddq067. Epub 2010 Feb 16.
Genome-wide association studies (GWAS) have identified numerous loci associated with various complex traits for which the underlying susceptibility gene(s) remain unknown. In a GWAS for high-density lipoprotein-cholesterol (HDL-C) level, one strongly associated locus contains at least two biologically compelling candidates, methylmalonic aciduria cblB type (MMAB) and mevalonate kinase (MVK). To detect evidence of cis-acting regulation at this locus, we measured relative allelic expression of transcribed SNPs in five genes using human hepatocyte samples heterozygous for the transcribed SNP. If an HDL-C-associated SNP allele differentially regulates mRNA level in cis, samples heterozygous both for a transcribed SNP and an HDL-C-associated SNP should display allelic expression imbalance (AEI) of the transcribed SNP. We designed statistical tests to detect AEI in a comprehensive set of linkage disequilibrium (LD) scenarios between the transcribed SNP and an HDL-C-associated SNP (rs7298565) in phase unknown samples. We observed significant AEI of 22% in MMAB (P = 1.4 x 10(-13), transcribed SNP rs11067231), and the allele associated with lower HDL-C level was associated with greater MMAB transcript level. The same rs7298565 allele was also associated with higher MMAB mRNA level (P = 0.0081) and higher MMAB protein level (P = 0.0020). In contrast, MVK, UBE3B, KCTD10 and ACACB did not show significant AEI (P > or = 0.05). These data suggest MMAB is the most likely gene influencing HDL-C levels at this locus and demonstrate that measuring AEI at loci containing more than one candidate gene can prioritize genes for functional studies.
全基因组关联研究(GWAS)已经确定了许多与各种复杂性状相关的基因座,而这些基因座的潜在易感基因仍然未知。在一项针对高密度脂蛋白胆固醇(HDL-C)水平的 GWAS 研究中,一个强烈相关的基因座至少包含两个具有生物学吸引力的候选基因,即甲基丙二酸尿症 cblB 型(MMAB)和甲羟戊酸激酶(MVK)。为了检测该基因座顺式作用调节的证据,我们使用转录 SNP 杂合的人肝细胞样本测量了五个基因的转录 SNP 的相对等位基因表达。如果一个与 HDL-C 相关的 SNP 等位基因在顺式中差异调节 mRNA 水平,则转录 SNP 和与 HDL-C 相关的 SNP 均杂合的样本应显示转录 SNP 的等位基因表达不平衡(AEI)。我们设计了统计测试来检测在转录 SNP 和与 HDL-C 相关的 SNP(rs7298565)在未知相位的样本中存在的综合连锁不平衡(LD)情景下的 AEI。我们观察到 MMAB 中存在显著的 22%的 AEI(P=1.4x10(-13),转录 SNP rs11067231),与较低 HDL-C 水平相关的等位基因与更高的 MMAB 转录水平相关。相同的 rs7298565 等位基因也与更高的 MMAB mRNA 水平(P=0.0081)和更高的 MMAB 蛋白水平(P=0.0020)相关。相比之下,MVK、UBE3B、KCTD10 和 ACACB 没有表现出显著的 AEI(P≥0.05)。这些数据表明 MMAB 是该基因座中影响 HDL-C 水平的最可能基因,并证明在包含多个候选基因的基因座中测量 AEI 可以优先对候选基因进行功能研究。