伊朗自闭症谱系障碍儿童中作为候选生物标记物的微RNA的表达分析

IF 3.1 4区 医学 Q2 CLINICAL NEUROLOGY Journal of Neurorestoratology Pub Date : 2024-01-26 DOI:10.1016/j.jnrt.2024.100096
Maryam Rahnama , Hossein Abdul-Tehrani , Mohammad Reza Mohammadi , Mehdi Mirzaie , Pardis Jahandideh , Amirhossein Memari
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引用次数: 0

摘要

背景自闭症谱系障碍(ASD)是一种复杂的神经发育障碍。尽管有其生物学基础,但 ASD 仍根据行为评估进行诊断。大量证据证明了早期发现 ASD 的重要性。早期诊断有助于采取更有效的干预措施,降低社会经济成本,提高 ASD 儿童及其家庭的生活质量。本研究旨在调查伊朗 ASD 儿童与匹配的神经畸形对照组相比,ASD 相关微 RNA(miRNA)的表达模式,以确定候选的 miRNA 生物标记物。根据相对定量分析确定了差异表达的 miRNA。结果根据统计和生物信息学分析,8 个 miRNA 被推荐为候选生物标志物。此外,通过 qRT-PCR 实验证实了其中五种 miRNAs--miR-146a-5p、miR-338-3p、miR-181b-5p、let-7a-5p 和 miR-140-3p 的差异表达(基于 t 检验的 p 值为 0.05)。这项研究揭示了一组高置信度差异表达 miRNA,需要在更大样本量下通过其他验证测试进一步研究。这些发现可能会在发现 ASD 生物标志物领域向前迈出一步。
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Expression analysis of microRNAs as candidate biomarkers in Iranian children with autism spectrum disorder

Background

Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder. Despite its biological underpinnings, ASD is yet diagnosed based on behavioral assessments. The importance of early ASD detection is supported by a large body of evidence. Early diagnosis can facilitate more effective interventions, reducing the socioeconomic costs and improving the quality of life of both children with ASD and their families. This study aims to investigate the expression patterns of ASD-related microRNAs (miRNAs) in Iranian children with ASD compared with matched neurotypical controls, to identify candidate miRNA biomarkers.

Method

Validation of ASD-related miRNAs was performed using the qRT-PCR method in plasma samples from 20 ASD and 20 unaffected individuals. Differentially expressed miRNAs were identified based on relative quantification analysis. Then, the diagnostic potential of each candidate miRNA was assessed using receiver operating characteristics (ROC) curve analysis.

Results

Based on statistical and bioinformatics analyses, eight miRNAs were recommended as candidate biomarkers. Furthermore, differential expression of five of these miRNAs—miR-146a-5p, miR-338-3p, miR-181b-5p, let-7a-5p, and miR-140-3p—was confirmed experimentally by qRT-PCR (p-value < 0.05) based on a t-test. miR-140-3p was not further detected as significant by the Mann–Whitney test. The sensitivity, specificity, and area under the ROC curve were calculated for each validated miRNA and fell in the ranges of 75%–91%, 66.67%–83.33%, and 74%–90%, respectively.

Conclusions

This study revealed a panel of high-confidence differentially expressed miRNAs, which requires further investigation in larger sample sizes and by other validation tests. These findings could be a step forward in the field of ASD biomarker discovery.

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来源期刊
Journal of Neurorestoratology
Journal of Neurorestoratology CLINICAL NEUROLOGY-
CiteScore
2.10
自引率
18.20%
发文量
22
审稿时长
12 weeks
期刊最新文献
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