Zhang Huiping, Wang Fan, Xu Hongqin, Liu Yawen, Liu Jin, Zhao Hongyu, Gelernter Joel
Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA,
Hum Genet. 2014 Nov;133(11):1383-94. doi: 10.1007/s00439-014-1473-x. Epub 2014 Jul 30.
Chronic alcohol consumption may induce gene expression alterations in brain reward regions such as the prefrontal cortex (PFC), modulating the risk of alcohol use disorders (AUDs). Transcriptome profiles of 23 AUD cases and 23 matched controls (16 pairs of males and 7 pairs of females) in postmortem PFC were generated using Illumina's HumanHT-12 v4 Expression BeadChip. Probe-level differentially expressed genes and gene modules in AUD subjects were identified using multiple linear regression and weighted gene co-expression network analyses. The enrichment of differentially co-expressed genes in alcohol dependence-associated genes identified by genome-wide association studies (GWAS) was examined using gene set enrichment analysis. Biological pathways overrepresented by differentially co-expressed genes were uncovered using DAVID bioinformatics resources. Three AUD-associated gene modules in males [Module 1 (561 probes mapping to 505 genes): r = 0.42, P(correlation) = 0.020; Module 2 (815 probes mapping to 713 genes): r = 0.41, P(correlation) = 0.020; Module 3 (1,446 probes mapping to 1,305 genes): r = -0.38, P(correlation) = 0.030] and one AUD-associated gene module in females [Module 4 (683 probes mapping to 652 genes): r = 0.64, P(correlation) = 0.010] were identified. Differentially expressed genes mapped by significant expression probes (P(nominal) ≤ 0.05) clustered in Modules 1 and 2 were enriched in GWAS-identified alcohol dependence-associated genes [Module 1 (134 genes): P = 0.028; Module 2 (243 genes): P = 0.004]. These differentially expressed genes, including ALDH2, ALDH7A1, and ALDH9A1, are involved in cellular functions such as aldehyde detoxification, mitochondrial function, and fatty acid metabolism. Our study revealed differentially co-expressed genes in postmortem PFC of AUD subjects and demonstrated that some of these differentially co-expressed genes participate in alcohol metabolism.
长期饮酒可能会导致大脑奖赏区域如前额叶皮质(PFC)的基因表达改变,从而调节酒精使用障碍(AUDs)的风险。使用Illumina公司的HumanHT-12 v4表达微珠芯片,对23例AUD病例和23例匹配对照(16对男性和7对女性)的死后PFC进行转录组分析。使用多元线性回归和加权基因共表达网络分析,确定AUD受试者中探针水平的差异表达基因和基因模块。使用基因集富集分析,检测全基因组关联研究(GWAS)确定的酒精依赖相关基因中差异共表达基因的富集情况。使用DAVID生物信息学资源,揭示差异共表达基因过度代表的生物学途径。在男性中鉴定出三个与AUD相关的基因模块[模块1(561个探针映射到505个基因):r = 0.42,P(相关性)= 0.020;模块2(815个探针映射到713个基因):r = 0.41,P(相关性)= 0.020;模块3(1446个探针映射到1305个基因):r = -0.38,P(相关性)= 0.030],在女性中鉴定出一个与AUD相关的基因模块[模块4(683个探针映射到652个基因):r = 0.64,P(相关性)= 0.010]。在模块1和2中,由显著表达探针(P(名义)≤0.05)映射的差异表达基因在GWAS确定的酒精依赖相关基因中富集[模块1(134个基因):P = 0.028;模块2(243个基因):P = 0.004]。这些差异表达基因,包括ALDH2、ALDH7A1和ALDH9A1,参与醛解毒、线粒体功能和脂肪酸代谢等细胞功能。我们的研究揭示了AUD受试者死后PFC中的差异共表达基因,并证明其中一些差异共表达基因参与酒精代谢。