Integrated multifactor analysis explores core dysfunctional modules in autism spectrum disorder

التفاصيل البيبلوغرافية
العنوان: Integrated multifactor analysis explores core dysfunctional modules in autism spectrum disorder
المؤلفون: Shuang Liang, Lijie Wu, Zhenghong Chang, Ying Yi, Xiaodan Li, Yan Huang
المصدر: International Journal of Biological Sciences
بيانات النشر: Ivyspring International Publisher, 2018.
سنة النشر: 2018
مصطلحات موضوعية: 0301 basic medicine, Autism Spectrum Disorder, Gene regulatory network, Dysfunctional family, Disease, Computational biology, Biology, Applied Microbiology and Biotechnology, 03 medical and health sciences, microRNA, medicine, Humans, Gene Regulatory Networks, Molecular Biology, Transcription factor, Ecology, Evolution, Behavior and Systematics, Regulation of gene expression, Multifactor analysis, Gene Expression Profiling, Cell Biology, medicine.disease, Co-expression, Core dysfunctional module, Gene expression profiling, 030104 developmental biology, Gene Expression Regulation, Autism spectrum disorder, Software, Developmental Biology, Research Paper
الوصف: Autism spectrum disorder (ASD) is a complex neurodevelopmental disease in early childhood, and growing up to be a major cause of disability in children. However, the underlying molecular mechanism of ASD remains elusive. Hence, we represented integrated multifactor analysis exploring dysfunctional modules based on RNA-Seq data from corpus callosum in 6 patients with ASD and 6 normal individuals. According to protein-protein interactions (PPIs) and WGCNA, we performed co-expression modules analysis for ASD-associated genes, and identified 25 modules with differentially expressed genes (DEGs), observing that genes in these modules were significantly involved in various biological processes in nervous system, sensory system, phylogenetic system and variety of signaling pathways. Then, based on transcriptional and post-transcriptional regulations, integrating transcription factor (TF)-target and RNA-associated interactions, significant regulators of co-expression modules were identified as pivot regulators, including 67 pivot TFs, 13 pivot miRNAs and 6 pivot lncRNAs. GO and KEGG pathway enrichment analysis demonstrated that the pivot miRNAs significantly enriched in neural or mental-associated biological progresses. The pivot TFs were mainly involved in various regulation of transcription, immune system and organs development. Finally, our work deciphered a multifactor dysfunctional co-expression subnetwork involved in ASD, helps uncover core dysfunctional modules for this disease and improves our understanding of its underlying molecular mechanism.
اللغة: English
تدمد: 1449-2288
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0782f3fbee8ab13e1bf45602a49ec491
http://europepmc.org/articles/PMC6036758
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....0782f3fbee8ab13e1bf45602a49ec491
قاعدة البيانات: OpenAIRE