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孤独、严重精神障碍和心血管疾病风险因素之间的多基因重叠和共同遗传位点表明存在共同的分子机制。

Polygenic overlap and shared genetic loci between loneliness, severe mental disorders, and cardiovascular disease risk factors suggest shared molecular mechanisms.

机构信息

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

Center for Bioinformatics, Department of Informatics, University of Oslo, 0316, Oslo, Norway.

出版信息

Transl Psychiatry. 2021 Jan 5;11(1):3. doi: 10.1038/s41398-020-01142-4.

Abstract

Clinical and epidemiological evidence suggest that loneliness is associated with severe mental disorders (SMDs) and increases the risk of cardiovascular disease (CVD). However, the mechanisms underlying the relationship between loneliness, SMDs, and CVD risk factors remain unknown. Here we explored overlapping genetic architecture and genetic loci shared between SMDs, loneliness, and CVD risk factors. We analyzed large independent genome-wide association study data on schizophrenia (SCZ), bipolar disorder (BD), major depression (MD), loneliness and CVD risk factors using bivariate causal mixture mode (MiXeR), which estimates the total amount of shared variants, and conditional false discovery rate to evaluate overlap in specific loci. We observed substantial genetic overlap between SMDs, loneliness and CVD risk factors, beyond genetic correlation. We identified 149 loci jointly associated with loneliness and SMDs (MD n = 67, SCZ n = 54, and BD n = 28), and 55 distinct loci jointly associated with loneliness and CVD risk factors. A total of 153 novel loneliness loci were found. Most of the shared loci possessed concordant effect directions, suggesting that genetic risk for loneliness may increase the risk of both SMDs and CVD. Functional analyses of the shared loci implicated biological processes related to the brain, metabolic processes, chromatin and immune system. Altogether, the study revealed polygenic overlap between loneliness, SMDs and CVD risk factors, providing new insights into their shared genetic architecture and common genetic mechanisms.

摘要

临床和流行病学证据表明,孤独与严重精神障碍(SMD)有关,并增加了心血管疾病(CVD)的风险。然而,孤独、SMD 和 CVD 风险因素之间关系的潜在机制尚不清楚。在这里,我们探讨了 SMD、孤独和 CVD 风险因素之间重叠的遗传结构和共同的遗传位点。我们使用双变量因果混合模式(MiXeR)分析了关于精神分裂症(SCZ)、双相情感障碍(BD)、重度抑郁症(MD)、孤独和 CVD 风险因素的大型独立全基因组关联研究数据,该模型估计了共同变异的总量,以及条件假发现率来评估特定位点的重叠。我们观察到 SMD、孤独和 CVD 风险因素之间存在大量遗传重叠,超出了遗传相关性。我们确定了 149 个与孤独和 SMD 共同相关的位点(MD n=67,SCZ n=54,BD n=28),以及 55 个与孤独和 CVD 风险因素共同相关的独特位点。总共发现了 153 个新的孤独相关位点。大多数共同的位点具有一致的效应方向,这表明孤独的遗传风险可能会增加 SMD 和 CVD 的风险。共同位点的功能分析表明与大脑、代谢过程、染色质和免疫系统相关的生物学过程。总的来说,该研究揭示了孤独、SMD 和 CVD 风险因素之间的多基因重叠,为它们的共同遗传结构和共同遗传机制提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3cb1/7791052/43a761911a8d/41398_2020_1142_Fig1_HTML.jpg

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