Expression analysis of microRNAs as candidate biomarkers in Iranian children with autism spectrum disorder

被引:0
|
作者
Rahnama, Maryam [1 ,4 ]
Abdul-Tehrani, Hossein [1 ]
Mohammadi, Mohammad Reza [2 ]
Mirzaie, Mehdi [3 ]
Jahandideh, Pardis [1 ,4 ]
Memari, Amirhossein [4 ]
机构
[1] Tarbiat Modares Univ, Fac Med Sci, Dept Med Biotechnol, Tehran 33114115, Iran
[2] Univ Tehran Med Sci, Roozbeh Hosp, Psychiat & Psychol Res Ctr, Tehran 1333714914, Iran
[3] Univ Helsinki, Fac Med, Dept Pharmacol, POB 63, Helsinki 00014, Finland
[4] Univ Tehran Med Sci, Neurosci Inst, Sports Med Res Ctr, Tehran 1411734141, Iran
来源
JOURNAL OF NEURORESTORATOLOGY | 2024年 / 12卷 / 01期
关键词
Autism spectrum disorder; Biomarker; miRNA; qRT-PCR; Receiver operating characteristics curve; analysis;
D O I
10.1016/j.jnrt.2024.100096
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
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. (c) 2024 The Authors. Published by Elsevier Ltd on behalf of Tsinghua University Press. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页数:8
相关论文
共 50 条
  • [31] Metabolomics as a Tool for Discovery of Biomarkers of Autism Spectrum Disorder in the Blood Plasma of Children
    West, Paul R.
    Amaral, David G.
    Bais, Preeti
    Smith, Alan M.
    Egnash, Laura A.
    Ross, Mark E.
    Palmer, Jessica A.
    Fontaine, Burr R.
    Conard, Kevin R.
    Corbett, Blythe A.
    Cezar, Gabriela G.
    Donley, Elizabeth L. R.
    Burrier, Robert E.
    PLOS ONE, 2014, 9 (11):
  • [32] Facial dysmorphisms as biomarkers for autism spectrum disorder
    Menashe, I.
    Ragoler, M.
    Algrabili, A.
    Bar, O.
    Dinstein, I.
    Meiri, G.
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2019, 27 : 257 - 258
  • [33] Biomarkers in autism spectrum disorder: the old and the new
    Barbara Ruggeri
    Ugis Sarkans
    Gunter Schumann
    Antonio M. Persico
    Psychopharmacology, 2014, 231 : 1201 - 1216
  • [34] Biomarkers for autism spectrum disorder: a short review
    Barbosa, Mateus Goncalves de Sena
    de Souza, Rafaela Luiza Vilela
    Cherain, Luiz Gabriel Goncalves
    Ferreira, Luiz Henrique Santos
    Peixoto, Maria Eduarda Santos Affi
    Passos, Monique Lemos
    Piza, Livia Matias
    Carneiro, Rafael Almeida
    Rabelo, Nicollas Nunes
    Chaurasia, Bipin
    ANNALS OF MEDICINE AND SURGERY, 2024, 86 (12): : 7227 - 7231
  • [35] Synucleins As Biomarkers of Severity in Autism Spectrum Disorder
    Nair, Lal D. V.
    Sivanesan, Senthil Kumar
    Kumar, Devika S.
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2024, 16 (09)
  • [36] Investigating Potential Biomarkers in Autism Spectrum Disorder
    Bridgemohan, Carolyn
    Cochran, David M.
    Howe, Yamini J.
    Pawlowski, Katherine
    Zimmerman, Andrew W.
    Anderson, George M.
    Choueiri, Roula
    Sices, Laura
    Miller, Karen J.
    Ultmann, Monica
    Helt, Jessica
    Forbes, Peter W.
    Farfel, Laura
    Brewster, Stephanie J.
    Frazier, Jean A.
    Neumeyer, Ann M.
    FRONTIERS IN INTEGRATIVE NEUROSCIENCE, 2019, 13
  • [37] Biomarkers in autism spectrum disorder: the old and the new
    Ruggeri, Barbara
    Sarkans, Ugis
    Schumann, Gunter
    Persico, Antonio M.
    PSYCHOPHARMACOLOGY, 2014, 231 (06) : 1201 - 1216
  • [38] MicroRNAs as Biomarkers for Psychiatric Disorders With a Focus on Autism Spectrum Disorder: Current Progress in Genetic Association Studies, Expression Profiling, and Translational Research
    Hu, Yubin
    Ehli, Erik A.
    Boomsma, Dorret I.
    AUTISM RESEARCH, 2017, 10 (07) : 1184 - 1203
  • [39] Comparison of urinary oxidative biomarkers in Iranian children with autism
    Ranjbar, Akram
    Rashedi, Vahid
    Rezaei, Mohammad
    RESEARCH IN DEVELOPMENTAL DISABILITIES, 2014, 35 (11) : 2751 - 2755
  • [40] Altered urinary porphyrins and mercury exposure as biomarkers for autism severity in Egyptian children with autism spectrum disorder
    Eman M. Khaled
    Nagwa A. Meguid
    Geir Bjørklund
    Amr Gouda
    Mohamed H. Bahary
    Adel Hashish
    Nermin M. Sallam
    Salvatore Chirumbolo
    Mona A. El-Bana
    Metabolic Brain Disease, 2016, 31 : 1419 - 1426