Transcriptomic Analysis Reveals Sex-Based Differences in The Prefrontal Cortex of Autism Spectrum Disorder Patients.

IF 1.7 4区 生物学 Q4 CELL BIOLOGY Cell Journal Pub Date : 2024-07-13 DOI:10.22074/cellj.2024.2018050.1471
Asma Sobhani, Kolsoum InanlooRahatloo
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Abstract

Objective: The prevalence of neurological disorders often varies by sex, with conditions such as Alzheimer's disease and autism spectrum disorder (ASD) demonstrating notable differences in incidence. The aim of this study is to understand the molecular basis for these divergences in order to facilitate the creation of sex-specific therapeutic strategies.

Materials and methods: This study is a bioinformatic analysis of publicly available RNA sequencing datasets involving autism patients. The study utilized RNA sequencing data from postmortem human brains' prefrontal cortex, including 38 neurotypical controls and 34 individuals with ASD. The sequencing data was obtained from previously published papers, and we downloaded the raw data from SRA. We investigated the molecular basis of sex-biased presentation in ASD through comprehensive transcriptomic analysis.

Results: Comparative analysis of gene expression between male and female subjects, both autistic and unaffected, was conducted, using a significance level of ≤0.01. In autistic individuals, 136 genes demonstrated differential expression between sexes, predominantly upregulated in males, indicating a bias in male gene expression. Among these, 12 genes were identified as risk factors in the SFARI dataset. While most sex-biased genes were autosomal, expression differences on sex chromosomes were also observed in neurotypical subjects. Notable genes included TCF7L2, collagen family genes, and solute carrier family genes. In ASD males, extracellular matrix (ECM) organization emerged as a significant pathway, while immune-related processes were prominent in unaffected individuals.

Conclusion: Our study highlights the impact of the ECM pathway in ASD, with notable differences between sexes, particularly in males. MIR424 shows promise as a potential biomarker for ASD in males. Recognizing the importance of sex differences in ASD transcriptomic research is crucial, as these variances provide insights into the disorder's pathophysiology and may guide the development of more personalized treatments for both sexes.

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转录组分析揭示自闭症谱系障碍患者前额叶皮层的性别差异
目的:神经系统疾病的发病率往往因性别而异,阿尔茨海默病和自闭症谱系障碍(ASD)等疾病的发病率也存在明显差异。本研究的目的是了解这些差异的分子基础,以便于制定针对不同性别的治疗策略:本研究对涉及自闭症患者的公开 RNA 测序数据集进行了生物信息学分析。该研究利用了死后人类大脑前额叶皮层的 RNA 测序数据,其中包括 38 名神经典型对照组和 34 名 ASD 患者。测序数据来自以前发表的论文,我们从 SRA 下载了原始数据。我们通过全面的转录组分析研究了 ASD 性别差异表现的分子基础:结果:我们对男性和女性受试者(包括自闭症患者和未受影响者)的基因表达进行了比较分析,显著性水平≤0.01。在自闭症患者中,有 136 个基因的表达在性别间存在差异,主要是在男性中上调,这表明男性基因表达存在偏差。其中,12 个基因在 SFARI 数据集中被确定为风险因素。虽然大多数性别偏倚基因是常染色体基因,但在神经畸形受试者中也观察到了性染色体上的表达差异。值得注意的基因包括TCF7L2、胶原家族基因和溶质载体家族基因。在ASD男性中,细胞外基质(ECM)组织是一个重要途径,而在未受影响的个体中,免疫相关过程则很突出:我们的研究强调了 ECM 通路在 ASD 中的影响,不同性别之间存在明显差异,尤其是男性。MIR424有望成为男性 ASD 的潜在生物标记物。认识到性别差异在 ASD 转录组研究中的重要性至关重要,因为这些差异有助于深入了解该疾病的病理生理学,并可指导开发针对男女患者的更加个性化的治疗方法。
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来源期刊
Cell Journal
Cell Journal CELL BIOLOGY-
CiteScore
3.40
自引率
5.00%
发文量
0
审稿时长
12 months
期刊介绍: The “Cell Journal (Yakhteh)“, formerly published as “Yakhteh Medical Journal”, is a quarterly English publication of Royan Institute. This journal focuses on topics relevant to cellular and molecular scientific areas, besides other related fields. The Cell J has been certified by Ministry of Culture and Islamic Guidance in 1999 and was accredited as a scientific and research journal by HBI (Health and Biomedical Information) Journal Accreditation Commission in 2000 which is an open access journal.
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