试点研究:研究巴基斯坦自闭症谱系障碍儿童的细胞骨架基因表达谱

IF 1.7 4区 医学 Q3 DEVELOPMENTAL BIOLOGY
Sana Malik, Syed Aoun Ali, Ahmed Murtaza Mehdi, Amir Raza, Shahid Bashir, Deeba Noreen Baig
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引用次数: 0

摘要

背景寻找有效的药物干预措施来解决一系列复杂的神经发育障碍是目前科学界的当务之急,因为这些疾病给患者及其家庭带来了巨大的挑战,往往会影响认知、情感和社交能力的发展。本报告概述了一项全面的双向调查,成功地利用唾液样本量化了profilins(PFN1、2和3)、ERM(ezrin、radixin和moesin)蛋白以及moesin假基因1和moesin假基因1反义(MSNP1AS)的表达模式。本研究试图利用定性聚合酶链反应,研究从诊断为 ASD 的儿童唾液样本中提取的 profilin 异构体(PFN1、2 和 3)和 ERM 基因的复杂基因表达谱。通过这一分析,我们旨在阐明 ASD 发病机制的潜在分子机制,为这一复杂的神经系统疾病找到新的生物标记物和治疗靶点。(n = 22).随后,我们利用稀疏偏最小二乘判别分析(sPLS-DA)建立了一个诊断模型,以预测针对我们感兴趣的基因的药物。此外,我们还绘制了连接图,以说明 24 种药物与基因表达的预测关联。同样,sPLS-DA 模型也精确预测了药物对基因的反应。结论我们在此报告了细胞骨架相关基因(PFN 和 ERM)在 ASD 中的作用。此外,在连接图的帮助下,这些基因可变但重要的定量表达成功预测了药物与基因之间的相互作用,在未来的研究中可用于支持临床使用这些药物治疗 ASD 患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A pilot study: Examining cytoskeleton gene expression profiles in Pakistani children with autism spectrum disorder

Background

Finding effective pharmacological interventions to address the complex array of neurodevelopmental disorders is currently an urgent imperative within the scientific community as these conditions present significant challenges for patients and their families, often impacting cognitive, emotional, and social development. In this study, we aimed to explore non-invasive method to diagnose autism spectrum disorders (ASD) within Pakistan children population and to identify clinical drugs for its treatment.

Aims

The current report outlines a comprehensive bidirectional investigation showcasing the successful utilization of saliva samples to quantify the expression patterns of profilins (PFN1, 2, and 3); and ERM (ezrin, radixin, and moesin) proteins; and additionally moesin pseudogene 1 and moesin pseudogene 1 antisense (MSNP1AS). Subsequently, these expression profiles were employed to forecast interactions between drugs and genes in children diagnosed with ASD.

Methods

This study sought to delve into the intricate gene expression profiles using qualitative polymerase chain reaction of profilin isoforms (PFN1, 2, and 3) and ERM genes extracted from saliva samples obtained from children diagnosed with ASD. Through this analysis, we aimed to elucidate potential molecular mechanisms underlying ASD pathogenesis, shedding light on novel biomarkers and therapeutic targets for this complex neurological condition. (n = 22). Subsequently, we implemented a diagnostic model utilizing sparse partial least squares discriminant analysis (sPLS-DA) to predict drugs against our genes of interest. Furthermore, connectivity maps were developed to illustrate the predicted associations of 24 drugs with the genes expression.

Results

Our study results showed varied expression profile of cytoskeleton linked genes. Similarly, sPLS-DA model precisely predicted drug to genes response. Sixteen of the examined drugs had significant positive correlations with the expression of the targeted genes whereas eight of the predicted drugs had shown negative correlations.

Conclusion

Here we report the role of cytoskeleton linked genes (PFN and ERM) in co-relation to ASD. Furthermore, variable yet significant quantitative expression of these genes successfully predicted drug–gene interactions as shown with the help of connectivity maps that can be used to support the clinical use of these drugs to treat individuals with ASD in future studies.

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来源期刊
CiteScore
3.30
自引率
5.60%
发文量
78
审稿时长
6-12 weeks
期刊介绍: International Journal of Developmental Neuroscience publishes original research articles and critical review papers on all fundamental and clinical aspects of nervous system development, renewal and regeneration, as well as on the effects of genetic and environmental perturbations of brain development and homeostasis leading to neurodevelopmental disorders and neurological conditions. Studies describing the involvement of stem cells in nervous system maintenance and disease (including brain tumours), stem cell-based approaches for the investigation of neurodegenerative diseases, roles of neuroinflammation in development and disease, and neuroevolution are also encouraged. Investigations using molecular, cellular, physiological, genetic and epigenetic approaches in model systems ranging from simple invertebrates to human iPSC-based 2D and 3D models are encouraged, as are studies using experimental models that provide behavioural or evolutionary insights. The journal also publishes Special Issues dealing with topics at the cutting edge of research edited by Guest Editors appointed by the Editor in Chief. A major aim of the journal is to facilitate the transfer of fundamental studies of nervous system development, maintenance, and disease to clinical applications. The journal thus intends to disseminate valuable information for both biologists and physicians. International Journal of Developmental Neuroscience is owned and supported by The International Society for Developmental Neuroscience (ISDN), an organization of scientists interested in advancing developmental neuroscience research in the broadest sense.
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