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全基因组分析揭示了饮酒行为、精神分裂症和双相情感障碍之间的遗传重叠,并确定了新的共同风险基因座。

Genome-wide analysis reveals genetic overlap between alcohol use behaviours, schizophrenia and bipolar disorder and identifies novel shared risk loci.

作者信息

Wiström Erik D, O'Connell Kevin S, Karadag Naz, Bahrami Shahram, Hindley Guy F L, Lin Aihua, Cheng Weiqiu, Steen Nils Eiel, Shadrin Alexey, Frei Oleksandr, Djurovic Srdjan, Dale Anders M, Andreassen Ole A, Smeland Olav B

机构信息

NORMENT, Centre for Mental Disorders Research, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.

NORMENT, Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

出版信息

Addiction. 2022 Mar;117(3):600-610. doi: 10.1111/add.15680. Epub 2021 Oct 3.

Abstract

BACKGROUND AND AIM

Schizophrenia (SCZ) and bipolar disorder (BD) have a high comorbidity of alcohol use disorder (AUD), and both comorbid AUD and excessive alcohol consumption (AC) have been linked to greater illness severity. We aimed to identify genomic loci jointly associated with SCZ, BD, AUD and AC to gain further insights into their shared genetic architecture.

DESIGN

We analysed summary data (P values and Z scores) from genome-wide association studies (GWAS) using conjunctional false discovery rate (conjFDR) analysis, which increases power to discover shared genomic loci. We functionally characterized the identified loci using publicly available biological resources.

SETTING

AUD and AC data provided by the Million Veteran Program, derived from the United States Department of Veterans Affairs Healthcare System. SCZ and BD data provided by the Psychiatric Genomics Consortium, based on cohorts from countries in Europe, North America and Australia.

PARTICIPANTS

AUD (34 658 cases, 167 346 controls), AC (n = 200 680), SCZ (31 013 cases and 38 918 controls), BD (20 352 cases and 31 358 controls). All participants were of European ancestry.

MEASUREMENTS

Genomic loci shared between alcohol traits, SCZ and BD at conjFDR <0.05.

FINDINGS

Conditional Q-Q plots showed single-nucleotide polymorphism (SNP) enrichment for both alcohol traits across different levels of significance with SCZ and BD, and vice versa. Using conjFDR analysis we leveraged this genetic enrichment and identified several loci shared between SCZ and AUD (n = 28) and AC (n = 24), BD and AUD (n = 2) and AC (n = 8) at conjFDR <0.05. Among these loci, 24 are novel for AUD, 15 are novel for AC, three are novel for SCZ and one is novel for BD. There was a mixture of same and opposite effect directions among the shared loci.

CONCLUSIONS

Alcohol use disorder and alcohol consumption share genomic loci with the psychiatric disorders schizophrenia and bipolar disorder with a mixed pattern of effect directions, indicating a complex genetic relationship between the phenotypes.

摘要

背景与目的

精神分裂症(SCZ)和双相情感障碍(BD)与酒精使用障碍(AUD)的共病率很高,且共病的AUD和过度饮酒(AC)都与更高的疾病严重程度相关。我们旨在识别与SCZ、BD、AUD和AC共同相关的基因组位点,以进一步深入了解它们共同的遗传结构。

设计

我们使用联合错误发现率(conjFDR)分析来分析全基因组关联研究(GWAS)的汇总数据(P值和Z分数),这种分析方法可提高发现共享基因组位点的能力。我们利用公开可用的生物资源对所识别的位点进行功能特征分析。

研究背景

AUD和AC数据由百万退伍军人计划提供,该计划源自美国退伍军人事务部医疗保健系统。SCZ和BD数据由精神疾病基因组学联盟提供,基于来自欧洲、北美和澳大利亚国家的队列。

参与者

AUD(34658例病例,167346例对照),AC(n = 200680),SCZ(31013例病例和38918例对照),BD(20352例病例和31358例对照)。所有参与者均为欧洲血统。

测量指标

在conjFDR < 0.05时,酒精相关性状、SCZ和BD之间共享的基因组位点。

研究结果

条件Q-Q图显示,在不同显著性水平下,酒精相关性状与SCZ和BD之间均存在单核苷酸多态性(SNP)富集,反之亦然。使用conjFDR分析,我们利用这种遗传富集,在conjFDR < 0.05时,识别出SCZ与AUD(n = 28)和AC(n = 24)、BD与AUD(n = 2)和AC(n = 8)之间共享的几个位点。在这些位点中,24个对AUD来说是新发现的,15个对AC来说是新发现的,3个对SCZ来说是新发现的,1个对BD来说是新发现的。共享位点中既有相同的效应方向,也有相反的效应方向。

结论

酒精使用障碍和饮酒与精神疾病精神分裂症和双相情感障碍共享基因组位点,效应方向呈混合模式,表明这些表型之间存在复杂的遗传关系。

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