Norwegian Center for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, Oslo University Hospital, University of Oslo, Oslo (Rødevand, Rahman, Hindley, Smeland, Frei, Tekin, Kutrolli, Bahrami, Hoseth, Shadrin, Lin, Steen, Andreassen); Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (Hindley); Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo (Frei); Division of Mental Health, Helse Møre Romsdal HF, Kristiansund, Norway (Hoseth); Department of Medical Genetics, Oslo University Hospital, Oslo, and NORMENT, Department of Clinical Science, University of Bergen, Bergen, Norway (Djurovic); Multimodal Imaging Laboratory and Departments of Radiology, Psychiatry, and Neurosciences, University of California San Diego, La Jolla (Dale).
Am J Psychiatry. 2023 Nov 1;180(11):815-826. doi: 10.1176/appi.ajp.20220660. Epub 2023 Sep 27.
Schizophrenia is associated with increased risk of cardiovascular disease (CVD), although there is variation in risk among individuals. There are indications of shared genetic etiology between schizophrenia and CVD, but the nature of the overlap remains unclear. The aim of this study was to fill this gap in knowledge.
Overlapping genetic architectures between schizophrenia and CVD risk factors were assessed by analyzing recent genome-wide association study (GWAS) results. The bivariate causal mixture model (MiXeR) was applied to estimate the number of shared variants and the conjunctional false discovery rate (conjFDR) approach was used to pinpoint specific shared loci.
Extensive genetic overlap was found between schizophrenia and CVD risk factors, particularly smoking initiation (N=8.6K variants) and body mass index (BMI) (N=8.1K variants). Several specific shared loci were detected between schizophrenia and BMI (N=304), waist-to-hip ratio (N=193), smoking initiation (N=293), systolic (N=294) and diastolic (N=259) blood pressure, type 2 diabetes (N=147), lipids (N=471), and coronary artery disease (N=35). The schizophrenia risk loci shared with smoking initiation had mainly concordant effect directions, and the risk loci shared with BMI had mainly opposite effect directions. The overlapping loci with lipids, blood pressure, waist-to-hip ratio, type 2 diabetes, and coronary artery disease had mixed effect directions. Functional analyses implicated mapped genes that are expressed in brain tissue and immune cells.
These findings indicate a genetic propensity to smoking and a reduced genetic risk of obesity among individuals with schizophrenia. The bidirectional effects of the shared loci with the other CVD risk factors may imply differences in genetic liability to CVD across schizophrenia subgroups, possibly underlying the variation in CVD comorbidity.
精神分裂症与心血管疾病(CVD)风险增加相关,尽管个体间的风险存在差异。精神分裂症和 CVD 之间存在共同遗传病因的迹象,但重叠的性质仍不清楚。本研究旨在填补这一知识空白。
通过分析最近的全基因组关联研究(GWAS)结果,评估精神分裂症和 CVD 风险因素之间重叠的遗传结构。应用双变量因果混合模型(MiXeR)估计共享变异的数量,并使用联合假发现率(conjFDR)方法确定特定的共享基因座。
在精神分裂症和 CVD 风险因素之间发现了广泛的遗传重叠,特别是吸烟起始(N=8.6K 个变体)和体重指数(BMI)(N=8.1K 个变体)。在精神分裂症和 BMI(N=304)、腰臀比(N=193)、吸烟起始(N=293)、收缩压(N=294)和舒张压(N=259)、2 型糖尿病(N=147)、血脂(N=471)和冠心病(N=35)之间检测到几个特定的共享基因座。与吸烟起始共享的精神分裂症风险基因座主要具有一致的效应方向,与 BMI 共享的风险基因座主要具有相反的效应方向。与血脂、血压、腰臀比、2 型糖尿病和冠心病重叠的基因座具有混合的效应方向。功能分析表明,映射的基因在脑组织和免疫细胞中表达。
这些发现表明,在精神分裂症患者中,存在吸烟的遗传倾向和肥胖遗传风险降低。与其他 CVD 风险因素共享的基因座的双向效应可能意味着精神分裂症亚组之间 CVD 易感性的差异,这可能是 CVD 合并症变异的基础。