MicroRNA Profiling Identifies Age-Associated MicroRNAs and Potential Biomarkers for Early Diagnosis of Autism

被引:0
作者
Salloum-Asfar, Salam [1 ]
Ltaief, Samia M. [1 ]
Taha, Rowaida Z. [1 ]
Nour-Eldine, Wared [1 ]
Abdulla, Sara A. [1 ]
Al-Shammari, Abeer R. [1 ,2 ]
机构
[1] Hamad Bin Khalifa Univ, Qatar Fdn, Neurol Disorders Res Ctr, Qatar Biomed Res Inst, POB 34110, Doha, Qatar
[2] Hamad Bin Khalifa Univ, Qatar Fdn, Coll Hlth & Life Sci, POB 34110, Doha, Qatar
关键词
ASD; autism; miRNAs; plasma; diagnosis; biomarkers; logistic regression; GENOME-WIDE; EXPRESSION;
D O I
10.3390/ijms26052044
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Autism spectrum disorder (ASD) is a neurodevelopmental disorder in which early diagnosis is critical for effective intervention and improved outcomes. MicroRNAs (miRNAs) are small non-coding RNAs that regulate gene expression and have emerged as promising biomarkers for neurological disorders, including ASD. In our previous discovery study, we identified dysregulated expression of several miRNAs in the plasma samples of children with ASD aged 5-12 years. In this study, we aimed to validate these findings in a younger cohort with ASD (aged 2-4 years) and assess their potential use as biomarkers for the early diagnosis of ASD. A total of 108 young children aged 2-4 years were recruited, including 66 children with ASD and 42 age- and sex-matched controls. Using next-generation sequencing and advanced bioinformatics, we validated the differential expression of 17 miRNAs in ASD, which showed consistent dysregulation across both the current and previous cohorts. We also observed significant correlations between several miRNAs and participants' age, suggesting that age is a key factor influencing dynamic miRNA changes, particularly in the ASD group. Pathway analysis linked these miRNAs to critical regulatory networks involved in neurodevelopment and immune responses. Finally, we found that a combination of four miRNAs (miR-4433b-5p, miR-15a-5p, miR-335-5p, and miR-1180-3p) exhibited high diagnostic accuracy, with an area under the curve (ROC-AUC) of 0.936 (95% CI = 0.892, 0.980; p < 0.001). These findings support the use of this four-miRNA panel as a robust biomarker for early ASD diagnosis and lay the groundwork for future research into miRNA-based diagnostic tools and therapeutic strategies for ASD.
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页数:20
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