Exploring key genes and pathways associated with sex differences in autism spectrum disorder: integrated bioinformatic analysis

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Mammalian Genome Pub Date : 2024-04-09 DOI:10.1007/s00335-024-10036-5
Himani Nautiyal, Akanksha Jaiswar, Prabhash Kumar Jha, Shubham Dwivedi
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Abstract

Autism spectrum disorder (ASD) is a heterogenous neurodevelopmental disorder marked by functional abnormalities in brain that causes social and linguistic difficulties. The incidence of ASD is more prevalent in males compared to females, but the underlying mechanism, as well as molecular indications for identifying sex-specific differences in ASD symptoms remain unknown. Thus, impacting the development of personalized strategy towards pharmacotherapy of ASD. The current study employs an integrated bioinformatic approach to investigate the genes and pathways uniquely associated with sex specific differences in autistic individuals. Based on microarray dataset (GSE6575) extracted from the gene expression omnibus, the dysregulated genes between the autistic and the neurotypical individuals for both sexes were identified. Gene set enrichment analysis was performed to ascertain biological activities linked to the dysregulated genes. Protein–protein interaction network analysis was carried out to identify hub genes. The identified hub genes were examined to determine their functions and involvement in the associated pathways using Enrichr. Additionally, hub genes were validated from autism-associated databases and the potential small molecules targeting the hub genes were identified. The present study utilized whole blood transcriptomic gene expression analysis data and identified 2211 and 958 differentially expressed unique genes in males and females respectively. The functional enrichment analysis revealed that male hub genes were functionally associated with RNA polymerase II mediated transcriptional regulation whereas female hub genes were involved in intracellular signal transduction and cell migration. The top male hub genes exhibited functional enrichment in tyrosine kinase signalling pathway. The pathway enrichment analysis of male hub genes indicates the enrichment of papillomavirus infection. Female hub genes were enriched in androgen receptor signalling pathway and functionally enriched in focal adhesion specific excision repair. Identified drug like candidates targeting these genes may serve as a potential sex specific therapeutics. Wortmannin for males, 5-Fluorouracil for females had the highest scores. Targeted and sex-specific pharmacotherapies may be created for the management of ASD. The current investigation identifies sex-specific molecular signatures derived from whole blood which may serve as a potential peripheral sex-specific biomarkers for ASD. The study also uncovers the possible pharmacological interventions against the selected genes/pathway, providing support in development of therapeutic strategies to mitigate ASD. However, experimental proofs on biological systems are warranted.

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探索与自闭症谱系障碍性别差异相关的关键基因和通路:综合生物信息学分析
自闭症谱系障碍(ASD)是一种以大脑功能异常为特征的异质性神经发育障碍,会导致社交和语言障碍。与女性相比,男性自闭症的发病率更高,但自闭症症状的潜在机制以及识别性别差异的分子指标仍然未知。因此,这影响了针对 ASD 药物治疗的个性化策略的开发。目前的研究采用了一种综合生物信息学方法来研究与自闭症患者性别差异独特相关的基因和通路。基于从基因表达总库(gene expression omnibus)中提取的微阵列数据集(GSE6575),研究人员确定了自闭症患者和神经畸形患者的性别差异基因。通过基因组富集分析,确定了与失调基因相关的生物活性。进行蛋白质-蛋白质相互作用网络分析以确定枢纽基因。使用 Enrichr 对已确定的中心基因进行检查,以确定其功能和参与相关通路的情况。此外,还从自闭症相关数据库中验证了枢纽基因,并确定了靶向枢纽基因的潜在小分子。本研究利用全血转录组基因表达分析数据,在男性和女性中分别发现了 2211 个和 958 个差异表达的独特基因。功能富集分析表明,男性中枢基因在功能上与 RNA 聚合酶 II 介导的转录调控有关,而女性中枢基因则参与细胞内信号转导和细胞迁移。最重要的雄性中心基因在酪氨酸激酶信号通路中表现出功能富集。男性中枢基因的通路富集分析表明其富集于乳头瘤病毒感染。雌性中枢基因富集于雄激素受体信号通路,并在功能上富集于局灶粘附特异性切除修复。以这些基因为靶点的候选药物可作为潜在的性别特异性疗法。男性的沃特曼宁和女性的5-氟尿嘧啶得分最高。有针对性的性别特异性药物疗法可用于治疗 ASD。目前的调查确定了来自全血的性别特异性分子特征,这些特征可作为潜在的ASD外周性别特异性生物标志物。这项研究还发现了针对所选基因/通路的可能药理干预措施,为开发缓解 ASD 的治疗策略提供了支持。不过,还需要在生物系统上进行实验证明。
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来源期刊
Mammalian Genome
Mammalian Genome 生物-生化与分子生物学
CiteScore
4.00
自引率
0.00%
发文量
33
审稿时长
6-12 weeks
期刊介绍: Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.
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