NORMENT, Institute of Clinical Medicine, Division of Mental Health and Addiction, Oslo University Hospital, University of Oslo, Oslo, Norway.
INSERM UMR-S1144, Paris University, Paris, France.
Addict Biol. 2023 Jun;28(6):e13282. doi: 10.1111/adb.13282.
Opioid use disorder (OUD) and mental disorders are often comorbid, with increased morbidity and mortality. The causes underlying this relationship are poorly understood. Although these conditions are highly heritable, their shared genetic vulnerabilities remain unaccounted for. We applied the conditional/conjunctional false discovery rate (cond/conjFDR) approach to analyse summary statistics from independent genome wide association studies of OUD, schizophrenia (SCZ), bipolar disorder (BD) and major depression (MD) of European ancestry. Next, we characterized the identified shared loci using biological annotation resources. OUD data were obtained from the Million Veteran Program, Yale-Penn and Study of Addiction: Genetics and Environment (SAGE) (15 756 cases, 99 039 controls). SCZ (53 386 cases, 77 258 controls), BD (41 917 cases, 371 549 controls) and MD (170 756 cases, 329 443 controls) data were provided by the Psychiatric Genomics Consortium. We discovered genetic enrichment for OUD conditional on associations with SCZ, BD, MD and vice versa, indicating polygenic overlap with identification of 14 novel OUD loci at condFDR < 0.05 and 7 unique loci shared between OUD and SCZ (n = 2), BD (n = 2) and MD (n = 7) at conjFDR < 0.05 with concordant effect directions, in line with estimated positive genetic correlations. Two loci were novel for OUD, one for BD and one for MD. Three OUD risk loci were shared with more than one psychiatric disorder, at DRD2 on chromosome 11 (BD and MD), at FURIN on chromosome 15 (SCZ, BD and MD) and at the major histocompatibility complex region (SCZ and MD). Our findings provide new insights into the shared genetic architecture between OUD and SCZ, BD and MD, indicating a complex genetic relationship, suggesting overlapping neurobiological pathways.
阿片类使用障碍 (OUD) 和精神障碍通常并存,发病率和死亡率增加。这种关系的根本原因尚不清楚。尽管这些情况具有高度遗传性,但它们共同的遗传脆弱性仍未得到解释。我们应用条件/联合假发现率 (cond/conjFDR) 方法分析了欧洲裔 OUD、精神分裂症 (SCZ)、双相情感障碍 (BD) 和重度抑郁症 (MD) 的独立全基因组关联研究的汇总统计数据。接下来,我们使用生物注释资源来描述鉴定的共享基因座。OUD 数据来自百万退伍军人计划、耶鲁-宾州和成瘾研究:遗传学和环境 (SAGE) (15756 例病例,99039 例对照)。SCZ (53386 例病例,77258 例对照)、BD (41917 例病例,371549 例对照)和 MD (170756 例病例,329443 例对照)数据由精神疾病基因组学联盟提供。我们发现,在考虑到与 SCZ、BD 和 MD 的关联的情况下,OUD 存在遗传富集,反之亦然,表明与 OUD 条件关联的 14 个新 OUD 基因座和 7 个独特基因座具有多基因重叠,在 condFDR < 0.05 下确定了 OUD 与 SCZ (n = 2)、BD (n = 2) 和 MD (n = 7) 之间的 7 个独特基因座共享,效应方向一致,与估计的正遗传相关性一致。两个基因座是 OUD 的新基因座,一个是 BD 的新基因座,一个是 MD 的新基因座。三个 OUD 风险基因座与一种以上的精神障碍共享,11 号染色体上的 DRD2 (BD 和 MD)、15 号染色体上的 FURIN (SCZ、BD 和 MD) 和主要组织相容性复合物区域 (SCZ 和 MD)。我们的研究结果为 OUD 和精神分裂症、BD 和 MD 之间共享的遗传结构提供了新的见解,表明存在复杂的遗传关系,提示存在重叠的神经生物学途径。