ABCD研究中儿童精神病理学与认知发展的拷贝数变异结构

Copy Number Variant Architecture of Child Psychopathology and Cognitive Development in the ABCD Study.

作者信息

Sha Zhiqiang, Sun Kevin Y, Jung Benjamin, Barzilay Ran, Moore Tyler M, Almasy Laura, Forsyth Jennifer K, Prem Smrithi, Gandal Michael J, Seidlitz Jakob, Glessner Joseph T, Alexander-Bloch Aaron F

机构信息

Department of Psychiatry (Sha, Sun, Barzilay, Moore, Prem, Gandal, Seidlitz, Alexander-Bloch, Jung) and Department of Genetics (Almasy, Gandal), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Child and Adolescent Psychiatry and Behavioral Science (Sha, Sun, Barzilay, Prem, Seidlitz, Alexander-Bloch, Jung), Department of Biomedical and Health Informatics (Almasy), and Center for Applied Genomics (Glessner), Children's Hospital of Philadelphia, Philadelphia; Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, Philadelphia (Sha, Sun, Barzilay, Moore, Almasy, Prem, Gandal, Seidlitz, Alexander-Bloch, Jung); Department of Psychology, University of Washington, Seattle (Forsyth).

出版信息

Am J Psychiatry. 2025 Jun 11:appiajp20240445. doi: 10.1176/appi.ajp.20240445.

Abstract

OBJECTIVE

Late childhood is a crucial period for individuals with psychiatric disorders. While common single-nucleotide polymorphisms explain a large proportion of inherited risk, structural variations including copy number variants (CNVs) play a significant role in the genetic architecture of neurodevelopmental disorders. The relevance of CNVs to child psychopathology and cognitive function in the general population remains underexplored. The authors conducted a comprehensive exploration of the CNV architecture underlying dimensions of psychopathology and cognitive phenotypes within the Adolescent Brain Cognitive Development (ABCD) Study.

METHODS

Using two algorithms for CNV detection, the authors identified duplications and deletions across 11,876 individuals from the ABCD Study. Quality control procedures considered array log R ratio and B allele frequency profiles, CNV size, agreement between the two algorithms, and genomic location of CNVs. CNVs that passed quality control were used to identify regions associated with quantitative measures of broad psychiatric symptom domains and cognitive functioning. Additionally, CNV risk scores, reflecting the aggregated burden of genetic intolerance to inactivation and dosage sensitivity, were calculated to assess cumulative impact on overall and dimensional psychiatric and cognitive phenotypes.

RESULTS

Across 8,564 individuals whose data passed quality control, 4,111 carried 5,760 autosomal CNVs. Although no CNV regions reached significance after strict multiple testing correction was applied, 16 regions were associated with psychopathology and cognitive development at an uncorrected genome-wide significance level. A duplication at 14q11.2 showed the strongest association with attentional psychopathology. Moreover, individuals carrying CNVs previously associated with neurodevelopmental disorders exhibited greater impairment in social functioning and cognitive performance across fluid intelligence, working memory, and processing speed. Notably, higher CNV risk scores were significantly correlated with greater attention problems and cognitive impairment across multiple domains (fluid intelligence, attention, working memory, flexible thinking, and processing speed).

CONCLUSIONS

These findings shed light on the contributions of CNVs to interindividual variability in complex traits related to neurocognitive development and child psychopathology.

摘要

目的

儿童晚期对患有精神疾病的个体来说是一个关键时期。虽然常见的单核苷酸多态性解释了很大一部分遗传风险,但包括拷贝数变异(CNV)在内的结构变异在神经发育障碍的遗传结构中起着重要作用。CNV与一般人群中儿童精神病理学和认知功能的相关性仍未得到充分探索。作者在青少年大脑认知发展(ABCD)研究中对精神病理学维度和认知表型背后的CNV结构进行了全面探索。

方法

作者使用两种CNV检测算法,从ABCD研究的11876名个体中识别出重复和缺失。质量控制程序考虑了阵列对数R比率和B等位基因频率谱、CNV大小、两种算法之间的一致性以及CNV的基因组位置。通过质量控制的CNV用于识别与广泛精神症状领域和认知功能的定量测量相关的区域。此外,计算反映对失活和剂量敏感性的遗传不耐受的累积负担的CNV风险评分,以评估对整体和维度精神及认知表型的累积影响。

结果

在数据通过质量控制的8564名个体中,4111名携带5760个常染色体CNV。尽管在应用严格的多重检验校正后没有CNV区域达到显著水平,但在未经校正的全基因组显著水平上,有16个区域与精神病理学和认知发展相关。14q11.2处的重复与注意力精神病理学表现出最强的关联。此外,携带先前与神经发育障碍相关的CNV的个体在社交功能以及流体智力、工作记忆和处理速度方面的认知表现上表现出更大的损害。值得注意的是,较高的CNV风险评分与多个领域(流体智力、注意力、工作记忆、灵活思维和处理速度)中更严重的注意力问题和认知障碍显著相关。

结论

这些发现揭示了CNV对与神经认知发展和儿童精神病理学相关的复杂性状个体间变异的贡献。

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