Mechanistic Insight Into the Regulation of Immune-Related Genes Expression in Autism Spectrum Disorder

被引:9
|
作者
Sabaie, Hani [1 ,2 ]
Dehghani, Hossein [3 ]
Shiva, Shadi [4 ]
Asadi, Mohammad Reza [1 ,2 ]
Rezaei, Omidvar
Taheri, Mohammad [5 ,6 ]
Rezazadeh, Maryam [1 ,2 ]
机构
[1] Tabriz Univ Med Sci, Mol Med Res Ctr, Tabriz, Iran
[2] Tabriz Univ Med Sci, Dept Med Genet, Fac Med, Tabriz, Iran
[3] Birjand Univ Med Sci, Sch Med, Dept Mol Med, Birjand, Iran
[4] Tabriz Univ Med Sci, Pediat Hlth Res Ctr, Tabriz, Iran
[5] Shahid Beheshti Univ Med Sci, Loghman Hakim Hosp, Skull Base Res Ctr, Tehran, Iran
[6] Jena Univ Hosp, Inst Human Genet, Jena, Germany
关键词
autism spectrum disorder; bioinformatics analysis; competing endogenous RNA; immune response; long non-coding RNA;
D O I
10.3389/fmolb.2021.754296
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 severe neurodevelopmental disorder featuring impairment in verbal and non-verbal interactions, defects in social interactions, stereotypic behaviors as well as restricted interests. In recent times, the incidence of ASD is growing at a rapid pace. In spite of great endeavors devoted to explaining ASD pathophysiology, its precise etiology remains unresolved. ASD pathogenesis is related to different phenomena associated with the immune system; however, the mechanisms behind these immune phenomena as well as the potential contributing genes remain unclear. In the current work, we used a bioinformatics approach to describe the role of long non-coding RNA (lncRNA)-associated competing endogenous RNAs (ceRNAs) in the peripheral blood (PB) samples to figure out the molecular regulatory procedures involved in ASD better. The Gene Expression Omnibus database was used to obtain the PB microarray dataset (GSE89594) from the subjects suffering from ASD and control subjects, containing the data related to both mRNAs and lncRNAs. The list of immune-related genes was obtained from the ImmPort database. In order to determine the immune-related differentially expressed mRNAs (DEmRNAs) and lncRNAs (DElncRNAs), the limma package of R software was used. A protein-protein interaction network was developed for the immune-related DEmRNAs. By employing the Human MicroRNA Disease Database, DIANA-LncBase, and DIANA-TarBase databases, the RNA interaction pairs were determined. We used the Pearson correlation coefficient to discover the positive correlations between DElncRNAs and DEmRNAs within the ceRNA network. Finally, the lncRNA-associated ceRNA network was created based on DElncRNA-miRNA-DEmRNA interactions and co-expression interactions. In addition, the KEGG enrichment analysis was conducted for immune-related DEmRNAs found within the constructed network. This work found four potential DElncRNA-miRNA-DEmRNA axes in ASD pathogenesis, including, LINC00472/hsa-miR-221-3p/PTPN11, ANP32A-IT1/hsa-miR-182-5p/S100A2, LINC00472/hsa-miR-132-3p/S100A2, and RBM26-AS1/hsa-miR-182-5p/S100A2. According to pathway enrichment analysis, the immune-related DEmRNAs were enriched in the "JAK-STAT signaling pathway" and "Adipocytokine signaling pathway." An understanding of regulatory mechanisms of ASD-related immune genes would provide novel insights into the molecular mechanisms behind ASD pathogenesis.
引用
收藏
页数:10
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