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在不一致的自闭症同胞对中整合甲基化和基因表达的候选生物标志物。

Candidate biomarkers from the integration of methylation and gene expression in discordant autistic sibling pairs.

机构信息

Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento (TN), Italy.

EURAC Research, Bolzano, Italy.

出版信息

Transl Psychiatry. 2023 Apr 3;13(1):109. doi: 10.1038/s41398-023-02407-4.

Abstract

While the genetics of autism spectrum disorders (ASD) has been intensively studied, resulting in the identification of over 100 putative risk genes, the epigenetics of ASD has received less attention, and results have been inconsistent across studies. We aimed to investigate the contribution of DNA methylation (DNAm) to the risk of ASD and identify candidate biomarkers arising from the interaction of epigenetic mechanisms with genotype, gene expression, and cellular proportions. We performed DNAm differential analysis using whole blood samples from 75 discordant sibling pairs of the Italian Autism Network collection and estimated their cellular composition. We studied the correlation between DNAm and gene expression accounting for the potential effects of different genotypes on DNAm. We showed that the proportion of NK cells was significantly reduced in ASD siblings suggesting an imbalance in their immune system. We identified differentially methylated regions (DMRs) involved in neurogenesis and synaptic organization. Among candidate loci for ASD, we detected a DMR mapping to CLEC11A (neighboring SHANK1) where DNAm and gene expression were significantly and negatively correlated, independently from genotype effects. As reported in previous studies, we confirmed the involvement of immune functions in the pathophysiology of ASD. Notwithstanding the complexity of the disorder, suitable biomarkers such as CLEC11A and its neighbor SHANK1 can be discovered using integrative analyses even with peripheral tissues.

摘要

虽然自闭症谱系障碍 (ASD) 的遗传学已经得到了深入研究,导致了超过 100 个假定风险基因的鉴定,但 ASD 的表观遗传学受到的关注较少,并且研究结果不一致。我们旨在研究 DNA 甲基化 (DNAm) 对 ASD 风险的贡献,并确定源自表观遗传机制与基因型、基因表达和细胞比例相互作用的候选生物标志物。我们使用意大利自闭症网络研究集的 75 对不合规的兄弟姐妹的全血样本进行了 DNAm 差异分析,并估计了它们的细胞组成。我们研究了 DNAm 与基因表达之间的相关性,同时考虑了不同基因型对 DNAm 的潜在影响。我们发现 ASD 兄弟姐妹的 NK 细胞比例显著降低,表明他们的免疫系统失衡。我们确定了涉及神经发生和突触组织的差异甲基化区域 (DMR)。在 ASD 的候选基因座中,我们检测到一个映射到 CLEC11A(邻近 SHANK1)的 DMR,其 DNAm 和基因表达显著且负相关,独立于基因型效应。正如之前的研究报告的那样,我们证实了免疫功能在 ASD 病理生理学中的参与。尽管这种疾病很复杂,但使用整合分析,即使是在外周组织中,也可以发现 CLEC11A 及其相邻的 SHANK1 等合适的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a34a/10070641/e2c64fd40053/41398_2023_2407_Fig1_HTML.jpg

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