Zhou Hang, Polimanti Renato, Yang Bao-Zhu, Wang Qian, Han Shizhong, Sherva Richard, Nuñez Yaira Z, Zhao Hongyu, Farrer Lindsay A, Kranzler Henry R, Gelernter Joel
Division of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut.
Department of Psychiatry, Veterans Affairs Connecticut Healthcare Center, West Haven.
JAMA Psychiatry. 2017 Dec 1;74(12):1234-1241. doi: 10.1001/jamapsychiatry.2017.3275.
Alcohol dependence (AD) and major depression (MD) are leading causes of disability that often co-occur. Genetic epidemiologic data have shown that AD and MD share a common possible genetic cause. The molecular nature of this shared genetic basis is poorly understood.
To detect genetic risk variants for comorbid AD and MD and to determine whether polygenic risk alleles are shared with neuropsychiatric traits or subcortical brain volumes.
DESIGN, SETTING, AND PARTICIPANTS: This genome-wide association study analyzed criterion counts of comorbid AD and MD in African American and European American data sets collected as part of the Yale-Penn study of the genetics of drug and alcohol dependence from February 14, 1999, to January 13, 2015. After excluding participants never exposed to alcohol or with missing information for any diagnostic criterion, genome-wide association studies were performed on 2 samples (the Yale-Penn 1 and Yale-Penn 2 samples) totaling 4653 African American participants and 3169 European American participants (analyzed separately). Tests were performed to determine whether polygenic risk scores derived from potentially related traits in European American participants could be used to estimate comorbid AD and MD.
Comorbid criterion counts (ranging from 0 to 14) for AD (7 criteria) and MD (9 criteria, scaled to 7) as defined by the DSM-IV.
Of the 7822 participants (3342 women and 4480 men; mean [SD] age, 40.1 [10.7] years), the median comorbid criterion count was 6.2 (interquartile range, 2.3-10.9). Under the linear regression model, rs139438618 at the semaphorin 3A (SEMA3A [OMIM 603961]) locus was significantly associated with AD and MD comorbidity in African American participants in the Yale-Penn 1 sample (β = 0.89; 95% CI, 0.57-1.20; P = 2.76 × 10-8). In the independent Yale-Penn 2 sample, the association was also significant (β = 0.83; 95% CI, 0.39-1.28; P = 2.06 × 10-4). Meta-analysis of the 2 samples yielded a more robust association (β = 0.87; 95% CI, 0.61-1.12; P = 2.41 × 10-11). There was no significant association identified in European American participants. Analyses of polygenic risk scores showed that individuals with a higher risk of neuroticism (β = 1.01; 95% CI, 0.50-1.52) or depressive symptoms (β = 0.87; 95% CI, 0.32-1.42) and a lower level of subjective well-being (β = -0.94; 95% CI, -1.46 to -0.42) and educational attainment (β = -1.00, 95% CI, -1.57 to -0.44) had a higher level of AD and MD comorbidity, while larger intracranial (β = 1.07; 95% CI, 0.50 to 1.64) and smaller putamen volumes (β = -1.16; 95% CI, -1.86 to -0.46) were associated with higher risks of AD and MD comorbidity.
SEMA3A variation is significantly and replicably associated with comorbid AD and MD in African American participants. Analyses of polygenic risk scores identified pleiotropy with neuropsychiatric traits and brain volumes. Further studies are warranted to understand the biological and genetic mechanisms of this comorbidity, which could facilitate development of medications and other treatments for comorbid AD and MD.
酒精依赖(AD)和重度抑郁症(MD)是导致残疾的主要原因,且常同时出现。遗传流行病学数据表明,AD和MD可能存在共同的遗传病因。但这种共同遗传基础的分子本质尚不清楚。
检测共病AD和MD的遗传风险变异,并确定多基因风险等位基因是否与神经精神特质或皮质下脑容量共享。
设计、背景和参与者:这项全基因组关联研究分析了1999年2月14日至2015年1月13日作为耶鲁-宾夕法尼亚药物和酒精依赖遗传学研究一部分收集的非裔美国人和欧裔美国人数据集中共病AD和MD的标准计数。在排除从未接触过酒精或任何诊断标准信息缺失的参与者后,对两个样本(耶鲁-宾夕法尼亚1样本和耶鲁-宾夕法尼亚2样本)进行了全基因组关联研究,共有4653名非裔美国参与者和3169名欧裔美国参与者(分别分析)。进行了测试,以确定源自欧裔美国参与者潜在相关特质的多基因风险评分是否可用于估计共病AD和MD。
DSM-IV定义的AD(7项标准)和MD(9项标准,按比例缩至7项)的共病标准计数(范围为0至14)。
在7822名参与者(3342名女性和4480名男性;平均[标准差]年龄,40.1[10.7]岁)中,共病标准计数的中位数为6.2(四分位间距,2.3 - 10.9)。在线性回归模型下,在耶鲁-宾夕法尼亚1样本的非裔美国参与者中,信号素3A(SEMA3A[OMIM 603961])基因座的rs139438618与AD和MD共病显著相关(β = 0.89;95%置信区间,0.57 - 1.20;P = 2.76×10 - 8)。在独立的耶鲁-宾夕法尼亚2样本中,该关联也显著(β = 0.83;95%置信区间,0.39 - 1.28;P = 2.06×10 - 4)。对两个样本的荟萃分析产生了更强的关联(β = 0.87;95%置信区间,0.61 - 1.12;P = 2.41×10 - 11)。在欧裔美国参与者中未发现显著关联。多基因风险评分分析表明,神经质风险较高(β = 1.01;95%置信区间,0.50 - 1.52)或抑郁症状风险较高(β = 0.87;95%置信区间,0.32 - 1.42)、主观幸福感较低(β = -0.94;95%置信区间,-1.46至-0.42)以及教育程度较低(β = -1.00,95%置信区间,-1.57至-0.44)的个体,AD和MD共病水平较高,而颅内体积较大(β = 1.07;95%置信区间,0.50至1.64)和壳核体积较小(β = -1.16;95%置信区间,-1.86至-0.46)与AD和MD共病风险较高相关。
在非裔美国参与者中,SEMA3A变异与共病AD和MD显著且可重复相关。多基因风险评分分析确定了与神经精神特质和脑容量的多效性。有必要进一步研究以了解这种共病的生物学和遗传机制,这可能有助于开发针对共病AD和MD的药物及其他治疗方法。