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自闭症谱系障碍中的基因组选择特征确定了认知基因组的权衡,及其在缺陷与潜能悖论表型中的相关性。

Genomic selection signatures in autism spectrum disorder identifies cognitive genomic tradeoff and its relevance in paradoxical phenotypes of deficits versus potentialities.

机构信息

Human Molecular Genetics Lab, Neurobiology and Genetics Division, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, Kerala, 695014, India.

Department of Biotechnology, University of Kerala, Kariavattom, Thiruvananthapuram, Kerala, India.

出版信息

Sci Rep. 2021 May 13;11(1):10245. doi: 10.1038/s41598-021-89798-w.

DOI:10.1038/s41598-021-89798-w
PMID:33986442
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8119484/
Abstract

Autism spectrum disorder (ASD) is a heterogeneous neurodevelopmental disorder characterized by paradoxical phenotypes of deficits as well as gain in brain function. To address this a genomic tradeoff hypothesis was tested and followed up with the biological interaction and evolutionary significance of positively selected ASD risk genes. SFARI database was used to retrieve the ASD risk genes while for population datasets 1000 genome data was used. Common risk SNPs were subjected to machine learning as well as independent tests for selection, followed by Bayesian analysis to identify the cumulative effect of selection on risk SNPs. Functional implication of these positively selected risk SNPs was assessed and subjected to ontology analysis, pertaining to their interaction and enrichment of biological and cellular functions. This was followed by comparative analysis with the ancient genomes to identify their evolutionary patterns. Our results identified significant positive selection signals in 18 ASD risk SNPs. Functional and ontology analysis indicate the role of biological and cellular processes associated with various brain functions. The core of the biological interaction network constitutes genes for cognition and learning while genes in the periphery of the network had direct or indirect impact on brain function. Ancient genome analysis identified de novo and conserved evolutionary selection clusters. The de-novo evolutionary cluster represented genes involved in cognitive function. Relative enrichment of the ASD risk SNPs from the respective evolutionary cluster or biological interaction networks may help in addressing the phenotypic diversity in ASD. This cognitive genomic tradeoff signatures impacting the biological networks can explain the paradoxical phenotypes in ASD.

摘要

自闭症谱系障碍(ASD)是一种异质性神经发育障碍,其特征是大脑功能既有缺陷又有增益的矛盾表型。为了解决这个问题,我们测试了一个基因组权衡假说,并进一步研究了ASD 风险基因的生物相互作用和进化意义。我们使用 SFARI 数据库检索 ASD 风险基因,而对于群体数据集,则使用 1000 基因组数据。常见的风险 SNP 经过机器学习以及选择的独立测试,然后进行贝叶斯分析,以确定选择对风险 SNP 的累积效应。我们评估了这些被选择的风险 SNP 的功能意义,并进行了本体论分析,涉及它们与生物学和细胞功能的相互作用和富集。然后,我们与古代基因组进行了比较分析,以识别它们的进化模式。我们的结果在 18 个 ASD 风险 SNP 中鉴定出显著的正选择信号。功能和本体论分析表明,与各种大脑功能相关的生物学和细胞过程的作用。生物相互作用网络的核心由认知和学习相关的基因组成,而网络外围的基因则对大脑功能有直接或间接的影响。古代基因组分析确定了新出现的和保守的进化选择簇。新出现的进化簇代表了与认知功能相关的基因。来自各自进化簇或生物相互作用网络的 ASD 风险 SNP 的相对富集可能有助于解决 ASD 中的表型多样性。这些影响生物网络的认知基因组权衡特征可以解释 ASD 中的矛盾表型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbbe/8119484/7d3d1e87032d/41598_2021_89798_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbbe/8119484/952f481be0b6/41598_2021_89798_Fig1_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbbe/8119484/7d3d1e87032d/41598_2021_89798_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbbe/8119484/952f481be0b6/41598_2021_89798_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbbe/8119484/46a6cea3761c/41598_2021_89798_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbbe/8119484/5b2cf8271d7e/41598_2021_89798_Fig3_HTML.jpg
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