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精神分裂症、心脏代谢和炎症相关性状之间共享遗传病因的证据:遗传相关性和共定位分析

Evidence for Shared Genetic Aetiology Between Schizophrenia, Cardiometabolic, and Inflammation-Related Traits: Genetic Correlation and Colocalization Analyses.

作者信息

Perry Benjamin I, Bowker Nicholas, Burgess Stephen, Wareham Nicholas J, Upthegrove Rachel, Jones Peter B, Langenberg Claudia, Khandaker Golam M

机构信息

Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, UK.

Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK.

出版信息

Schizophr Bull Open. 2022 Jan 11;3(1):sgac001. doi: 10.1093/schizbullopen/sgac001. eCollection 2022 Jan.

Abstract

BACKGROUND

Schizophrenia commonly co-occurs with cardiometabolic and inflammation-related traits. It is unclear to what extent the comorbidity could be explained by shared genetic aetiology.

METHODS

We used GWAS data to estimate shared genetic aetiology between schizophrenia, cardiometabolic, and inflammation-related traits: fasting insulin (FI), fasting glucose, glycated haemoglobin, glucose tolerance, type 2 diabetes (T2D), lipids, body mass index (BMI), coronary artery disease (CAD), and C-reactive protein (CRP). We examined genome-wide correlation using linkage disequilibrium score regression (LDSC); stratified by minor-allele frequency using genetic covariance analyzer (GNOVA); then refined to locus-level using heritability estimation from summary statistics (ρ-HESS). Regions with local correlation were used in hypothesis prioritization multi-trait colocalization to examine for colocalisation, implying common genetic aetiology.

RESULTS

We found evidence for weak genome-wide negative correlation of schizophrenia with T2D (r = -0.07; 95% C.I., -0.03,0.12; = .002) and BMI (r = -0.09; 95% C.I., -0.06, -0.12; = 1.83 × 10). We found a trend of evidence for positive genetic correlation between schizophrenia and cardiometabolic traits confined to lower-frequency variants. This was underpinned by 85 regions of locus-level correlation with evidence of opposing mechanisms. Ten loci showed strong evidence of colocalization. Four of those (rs6265 (); rs8192675 (); rs3800229 (); rs17514846 ()) are implicated in brain-derived neurotrophic factor (BDNF)-related pathways.

CONCLUSIONS

LDSC may lead to downwardly-biased genetic correlation estimates between schizophrenia, cardiometabolic, and inflammation-related traits. Common genetic aetiology for these traits could be confined to lower-frequency common variants and involve opposing mechanisms. Genes related to BDNF and glucose transport amongst others may partly explain the comorbidity between schizophrenia and cardiometabolic disorders.

摘要

背景

精神分裂症常与心血管代谢及炎症相关特征同时出现。目前尚不清楚这种共病在多大程度上可由共同的遗传病因来解释。

方法

我们使用全基因组关联研究(GWAS)数据来估计精神分裂症、心血管代谢及炎症相关特征之间共同的遗传病因,这些特征包括空腹胰岛素(FI)、空腹血糖、糖化血红蛋白、葡萄糖耐量、2型糖尿病(T2D)、血脂、体重指数(BMI)、冠状动脉疾病(CAD)和C反应蛋白(CRP)。我们使用连锁不平衡评分回归(LDSC)检查全基因组相关性;使用遗传协方差分析器(GNOVA)按次要等位基因频率分层;然后使用汇总统计数据中的遗传力估计(ρ-HESS)将其细化到基因座水平。具有局部相关性的区域用于假设优先级多性状共定位,以检查共定位情况,这意味着存在共同的遗传病因。

结果

我们发现精神分裂症与T2D(r = -0.07;95%置信区间,-0.03,0.12;P = 0.002)和BMI(r = -0.09;95%置信区间,-0.06,-0.12;P = 1.83×10⁻⁴)之间存在全基因组范围的弱负相关证据。我们发现精神分裂症与心血管代谢特征之间存在正遗传相关性的证据趋势,这种相关性仅限于低频变异。这在85个基因座水平相关性区域得到了支持,这些区域具有相反机制的证据。10个基因座显示出强烈的共定位证据。其中4个(rs6265();rs8192675();rs3800229();rs17514846())与脑源性神经营养因子(BDNF)相关途径有关。

结论

LDSC可能导致精神分裂症、心血管代谢及炎症相关特征之间的遗传相关性估计值存在向下偏差。这些特征的共同遗传病因可能局限于低频常见变异,并涉及相反的机制。与BDNF和葡萄糖转运等相关的基因可能部分解释了精神分裂症与心血管代谢疾病之间的共病情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/510d/11206055/8297c8f3a9c3/sgac001_fig1.jpg

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