儿童和青少年焦虑与抑郁的跨大陆环境与全基因组关联研究。
Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression.
作者信息
Thapaliya Bishal, Ray Bhaskar, Farahdel Britny, Suresh Pranav, Sapkota Ram, Holla Bharath, Mahadevan Jayant, Chen Jiayu, Vaidya Nilakshi, Perrone-Bizzozero Nora, Benegal Vivek, Schumann Gunter, Calhoun Vince D, Liu Jingyu
机构信息
Tri-Institutional Center for Translational Research in Neuro Imaging and Data Science.
Department of Computer Science, Georgia State University, Atlanta, USA.
出版信息
Res Sq. 2023 Apr 18:rs.3.rs-2744140. doi: 10.21203/rs.3.rs-2744140/v1.
Anxiety and depression in children and adolescents warrant special attention as a public health issue given their devastating and long-term effects on development and mental health. Multiple factors, ranging from genetic vulnerabilities to environmental stressors, influence the risk for the disorders. This study investigated the impact of environmental factors and genomics on anxiety and depression in children and adolescents across three cohorts: the Adolescent Brain and Cognitive Development Study (US), the Consortium on Vulnerability to Externalizing Disorders and Addictions (India), and IMAGEN (Europe). Linear mixed-effect models, recursive feature elimination regression, and LASSO regression models were used to identify the environmental impact on anxiety/depression. Genome-wide association analyses were then performed for all three cohorts with consideration of significant environmental effects. The most significant and consistent environmental factors were early life stress and school risk. A novel SNP, rs79878474 in chr11p15, was identified as the most promising SNP associated with anxiety and depression. Gene set analysis found significant enrichment in regions of chr11p15 and chr3q26, in the function of potassium channels and insulin secretion, particularly Kv3, Kir-6.2, SUR potassium channels encoded by the KCNC1, KCNJ11, and ABCCC8 genes, respectively, in chr11p15. Tissue enrichment analysis showed significant enrichment in the small intestine and a trend of enrichment in the cerebellum. The study highlights the consistent impact of early life stress and school risk on anxiety and depression during development and suggests the potential role of mutations in potassium channels and the cerebellum region. Further investigation is needed to better understand these findings.
儿童和青少年的焦虑与抑郁作为一个公共卫生问题值得特别关注,因为它们对发育和心理健康具有毁灭性的长期影响。从遗传易感性到环境压力源等多种因素会影响这些疾病的风险。本研究调查了环境因素和基因组学对三个队列中儿童和青少年焦虑与抑郁的影响:青少年大脑与认知发展研究(美国)、外化性障碍与成瘾易感性联盟(印度)以及IMAGEN(欧洲)。使用线性混合效应模型、递归特征消除回归和套索回归模型来确定环境对焦虑/抑郁的影响。然后在考虑显著环境效应的情况下,对所有三个队列进行全基因组关联分析。最显著且一致的环境因素是早期生活压力和学校风险。一个新的单核苷酸多态性(SNP),位于11号染色体p15区域的rs79878474,被确定为与焦虑和抑郁相关的最有前景的SNP。基因集分析发现11号染色体p15区域和3号染色体q26区域在钾通道功能和胰岛素分泌方面有显著富集,特别是在11号染色体p15中分别由KCNC1、KCNJ11和ABCCC8基因编码的Kv3、Kir - 6.2、SUR钾通道。组织富集分析显示在小肠中有显著富集,在小脑中有富集趋势。该研究强调了早期生活压力和学校风险对发育过程中焦虑和抑郁的一致影响,并表明钾通道和小脑区域突变的潜在作用。需要进一步研究以更好地理解这些发现。
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