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一种以人为中心的数据分析方法,用于研究多巴胺能多基因对儿童虐待暴露的调节作用。

A person-centered data analytic approach to dopaminergic polygenic moderation of child maltreatment exposure.

机构信息

Mt. Hope Family Center, University of Rochester, Rochester, New York, USA.

Institute of Child Development, University of Minnesota, Minneapolis, Minnesota, USA.

出版信息

Dev Psychobiol. 2023 Jul;65(5):e22403. doi: 10.1002/dev.22403.

Abstract

The present study illustrates the utility of latent class analysis, a person-centered data analytic approach, as an innovative method for identifying naturally occurring patterns of polygenic risk, specifically within the dopaminergic system. Moreover, this study tests whether latent classes of polygenic variation moderate the effect of child maltreatment exposure on internalizing symptoms among African ancestry youth. African ancestry youth were selected for this study because youth of color are overrepresented in the child welfare system and because African ancestry individuals are significantly underrepresented in genomics research. Results identified three latent classes of dopaminergic gene variation. Class 1 was marked predominately by homozygous minor alleles, Class 2 was characterized by homozygous major and heterozygous presentations, and Class 3 was marked by heterozygous alleles on the DAT-1 single-nucleotide polymorphisms (SNPs) and a combination of homozygous major and minor alleles on the other SNPs. Results indicated that a greater number of maltreatment subtypes experienced were associated with higher internalizing symptoms only for children with the latent polygenic Class 2 pattern. This latent class was distinctly characterized by more homozygous major or heterozygous allelic presentations along all three DAT-1 SNPs. This significant latent polygenic class by environment interaction was replicated in an independent replication sample. Together, findings suggest that African ancestry children with a pattern of dopaminergic variation characterized by this specific combination of polygenic variation are more vulnerable to developing internalizing symptoms following maltreatment exposure, relative to their peers with other dopamine-related polygenic patterns.

摘要

本研究说明了潜在类别分析的实用性,这是一种以人为中心的数据分析方法,可作为一种创新方法,用于识别多基因风险的自然发生模式,特别是在多巴胺系统中。此外,本研究还测试了多基因变异的潜在类别是否会调节儿童期虐待暴露对非洲裔青年内化症状的影响。选择非洲裔青年进行这项研究,是因为有色人种青年在儿童福利系统中人数过多,而且在基因组学研究中,非洲裔个体的代表性严重不足。研究结果确定了三种多巴胺能基因变异的潜在类别。第 1 类主要由纯合子小等位基因标记,第 2 类由纯合子大等位基因和杂合子表现标记,第 3 类由 DAT-1 单核苷酸多态性(SNP)上的杂合子等位基因和其他 SNP 上的纯合子大/小等位基因组合标记。结果表明,经历的虐待亚型越多,与内化症状相关的程度越高,仅在具有潜在多基因第 2 类模式的儿童中如此。这种潜在的多基因类与环境的相互作用在一个独立的复制样本中得到了复制。总之,研究结果表明,与具有其他多巴胺相关多基因模式的同龄人相比,具有这种特定多基因变异组合特征的多巴胺变异模式的非洲裔儿童在遭受虐待后更容易出现内化症状。

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