National Centre for Suicide Research and Prevention of Mental Ill-Health (NASP), Karolinska Institute (KI), Stockholm, Sweden.
National Centre for Suicide Research and Prevention of Mental Ill-Health (NASP), Karolinska Institute (KI), Stockholm, Sweden; WHO Collaborating Centre for Research, Methods, Development and Training in Suicide Prevention, Sweden.
Prev Med. 2021 Nov;152(Pt 1):106604. doi: 10.1016/j.ypmed.2021.106604. Epub 2021 Sep 16.
Information about genes and the biology of suicidal behavior (SB) is noisy due to heterogenous outcomes (suicide attempts or deaths), as well as many different genes and overlapping biological processes implicated. One approach to test the unbiased biological coherence of disease genes, is to use genes from hypothesis-free genetic scans and to investigate if they aggregate close to each other in cellular gene and protein interaction networks ("interactomes"). Therefore, we used network methods to study the biological coherence among genes (n = 229) from genome-wide association studies (GWAS) and whole exome sequencing (WES) of suicide outcome. Results showed that the suicide GWAS+WES genes has significant aggregation in three major interactome database assemblies, a hallmark of biological similarity and increased likelihood of being involved in the same outcome (suicide). This pinpointed e.g. genes on chromosome 19, which are also associated with lipid metabolism, schizophrenia and bipolar disorder. We identified a subset of GWAS+WES "core" genes (n = 54) which are the most proximal to each other in the context of three interactome assemblies, and present a candidate network module of suicide which is specific for nervous system tissues. The n = 54 most proximal "core" genes showed overrepresentation of synaptic and nervous system development genes, as well as network paths to other SB genes having increased evidence diversity. Overall, results suggested the existence of a coherent biology in suicide outcome and provide unbiased biological support concerning links to other SB genes, as well as e.g. bipolar disorder, excitatory/inhibitory function and ketamine treatment in SB.
由于自杀行为(SB)的结果存在异质性(自杀未遂或死亡),以及涉及许多不同的基因和重叠的生物学过程,有关基因和 SB 生物学的信息是嘈杂的。一种测试疾病基因无偏生物一致性的方法是使用无假设遗传扫描的基因,并研究它们是否在细胞基因和蛋白质相互作用网络(“相互作用组”)中彼此聚集。因此,我们使用网络方法研究了来自全基因组关联研究(GWAS)和自杀结果全外显子测序(WES)的基因(n=229)之间的生物学一致性。结果表明,自杀 GWAS+WES 基因在三个主要的相互作用组数据库组装中具有显著的聚集,这是生物学相似性的标志,并且更有可能涉及相同的结果(自杀)。这突出了例如染色体 19 上的基因,这些基因也与脂质代谢、精神分裂症和双相情感障碍有关。我们确定了一组 GWAS+WES“核心”基因(n=54),它们在三个相互作用组组装的背景下彼此最接近,并提出了一个特定于神经系统组织的自杀候选网络模块。n=54 个最接近的“核心”基因表现出突触和神经系统发育基因的过度表达,以及到其他 SB 基因的网络路径,这些基因的证据多样性增加。总的来说,结果表明自杀结果存在一致的生物学,并提供了关于与其他 SB 基因的无偏生物支持,以及例如双相情感障碍、兴奋/抑制功能和 SB 中的氯胺酮治疗。