青少年大脑认知发展研究®的基因型数据和衍生遗传工具,以更好地了解人类大脑发育。

IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES
Behavior Genetics Pub Date : 2023-05-01 Epub Date: 2023-04-24 DOI:10.1007/s10519-023-10143-0
Chun Chieh Fan, Robert Loughnan, Sylia Wilson, John K Hewitt
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引用次数: 0

摘要

青少年大脑认知发展®(ABCD)研究的数据发布为调查与儿童发展和心理健康相关的因素提供了广泛的资源。ABCD的基因型数据已被广泛用于遗传分析,包括全基因组关联研究和多基因评分预测。然而,ABCD基因数据提供了一些独特的机会,但这些数据尚未得到充分利用。多样的基因组变异性、ABCD亚群之间丰富的相关性以及ABCD的纵向设计挑战了研究人员进行新的分析,以更深入地了解人类大脑的发育。来自ABCD遗传数据的遗传工具,如遗传主成分,可以帮助更好地控制遗传分析之外的混杂因素。为了便于使用ABCD中的基因组信息进行推断,我们在这里详细介绍了4.0版ABCD基因型数据中的处理程序、质量控制、一般特征和相应资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Genotype Data and Derived Genetic Instruments of Adolescent Brain Cognitive Development Study<sup>®</sup> for Better Understanding of Human Brain Development.

Genotype Data and Derived Genetic Instruments of Adolescent Brain Cognitive Development Study® for Better Understanding of Human Brain Development.

The data release of Adolescent Brain Cognitive Development® (ABCD) Study represents an extensive resource for investigating factors relating to child development and mental wellbeing. The genotype data of ABCD has been used extensively in the context of genetic analysis, including genome-wide association studies and polygenic score predictions. However, there are unique opportunities provided by ABCD genetic data that have not yet been fully tapped. The diverse genomic variability, the enriched relatedness among ABCD subsets, and the longitudinal design of the ABCD challenge researchers to perform novel analyses to gain deeper insight into human brain development. Genetic instruments derived from the ABCD genetic data, such as genetic principal components, can help to better control confounds beyond the context of genetic analyses. To facilitate the use genomic information in the ABCD for inference, we here detail the processing procedures, quality controls, general characteristics, and the corresponding resources in the ABCD genotype data of release 4.0.

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来源期刊
Behavior Genetics
Behavior Genetics 生物-行为科学
CiteScore
4.90
自引率
7.70%
发文量
30
审稿时长
6-12 weeks
期刊介绍: Behavior Genetics - the leading journal concerned with the genetic analysis of complex traits - is published in cooperation with the Behavior Genetics Association. This timely journal disseminates the most current original research on the inheritance and evolution of behavioral characteristics in man and other species. Contributions from eminent international researchers focus on both the application of various genetic perspectives to the study of behavioral characteristics and the influence of behavioral differences on the genetic structure of populations.
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