A meta-analysis of differentially expressed and regulatory genes with their functional enrichment analysis for brain transcriptome data in autism spectrum disorder

被引:4
|
作者
Trivedi, Payal [1 ]
Pandey, Manmohan [2 ]
Rai, Pankaj Kumar [3 ]
Singh, Pradyumn [4 ]
Srivastava, Prachi [1 ]
机构
[1] Amity Univ, Amity Inst Biotechnol, Lucknow 226028, Uttar Pradesh, India
[2] Redcliffe Lifetech Private Ltd, Clin Dept, Lucknow, Uttar Pradesh, India
[3] Invertis Univ, Dept Biotechnol, Bareilly, Uttar Pradesh, India
[4] Dr Ram Manohar Lohia Inst Med Sci, Dept Pathol, Lucknow, Uttar Pradesh, India
来源
关键词
Autism spectrum disorder; differentially expressed genes; meta-analysis; RNA Seq; functional enrichment analysis; SACCHAROMYCES-CEREVISIAE; LARGE-SCALE; CYC1; GENE; NETWORK; PATHWAYS; TOOL;
D O I
10.1080/07391102.2022.2143900
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 complex neurodevelopmental condition characterized by persistent challenges in social interactions and repetitive behavioral patterns. It is a significant problem emerging worldwide, as one in 100 children is affected by this disorder globally. In this study, a meta-analysis was performed for the identification of differentially expressed genes (DEGs) along with the expression analysis of regulatory genes. Functional enrichment analysis was an integral part of current findings to notify the significant pathways of this complex disorder. The study was conducted with two RNA-Seq datasets, viz., GSE64018 and GSE62098, for ASD patients and control samples from the GEO database. The identification of up-regulatory and down-regulatory genes was performed by the interaction analysis of transcription factors (TF) and DEGs. As an outcome of the meta-analysis, 2543 DEGs were identified as common across both of the datasets in which 1402 DEGs exhibited upregulation and 1130 genes have shown downregulation. In network analysis, upregulatory genes have shown strong interaction while downregulatory genes exhibit weak or null interaction. Further, in the enrichment analysis of screened upregulatory DEGs, three major significant pathways were identified namely the ATP synthesis pathway, FAS signaling pathway, and the Huntington's disease pathway. The common expression of CYC 1 gene in all the identified pathways has indicated that it is an important key regulator gene for the majorly associated pathways. The study concludes that all the potential DEGs were found to show their related high expression in neurobiological regulations specifically with ASD. Communicated by Ramaswamy S. Sarma
引用
收藏
页码:9382 / 9388
页数:7
相关论文
共 50 条
  • [42] Alteration of peripheral cortisol and autism spectrum disorder: A meta-analysis
    Gao, Junwei
    Zou, Jiao
    Yang, Ling
    Zhao, Jinghui
    Wang, Lian
    Liu, Tianyao
    Fan, Xiaotang
    FRONTIERS IN PSYCHIATRY, 2022, 13
  • [43] Global Motion Perception in Autism Spectrum Disorder: A Meta-Analysis
    Van der Hallen, Ruth
    Manning, Catherine
    Evers, Kris
    Wagemans, Johan
    JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS, 2019, 49 (12) : 4901 - 4918
  • [44] Written Expression in Individuals with Autism Spectrum Disorder: A Meta-Analysis
    Elizabeth Finnegan
    Amy L. Accardo
    Journal of Autism and Developmental Disorders, 2018, 48 : 868 - 882
  • [45] Secondhand Smoke Exposure and Autism Spectrum Disorder: A Meta-analysis
    Johani, Fadzrul Hafiz
    Mohamed, Nur Ezdiani
    Abd Majid, Mohd Shafik
    Ibrahim, Siti Diyana
    Isa, Zaleha Md
    SAINS MALAYSIANA, 2020, 49 (07): : 1615 - 1625
  • [46] Biological motion perception in autism spectrum disorder: a meta-analysis
    Greta Krasimirova Todorova
    Rosalind Elizabeth Mcbean Hatton
    Frank Earl Pollick
    Molecular Autism, 10
  • [47] Abnormal brain activation in autism spectrum disorder during negative emotion processing: A meta-analysis of functional neuroimaging studies
    Wei, Long
    Zhou, Meihao
    Hu, Pinyuan
    Jia, Shouqiang
    Zhong, Suyu
    JOURNAL OF PSYCHIATRIC RESEARCH, 2025, 185 : 1 - 10
  • [48] Enrichment analysis of differentially expressed genes in chronic heart failure
    Fang, Xiaoli
    Zeng, Xue
    Wang, Miao
    Qin, Liuqiong
    Tan, Chuanhui
    Wu, Jiutao
    ANNALS OF PALLIATIVE MEDICINE, 2021, 10 (08) : 9049 - 9056
  • [49] Systematic review and meta-analysis: multimodal functional and anatomical neural alterations in autism spectrum disorder
    Zixuan Guo
    Xinyue Tang
    Shu Xiao
    Hong Yan
    Shilin Sun
    Zibin Yang
    Li Huang
    Zhuoming Chen
    Ying Wang
    Molecular Autism, 15
  • [50] Generalization and Maintenance of Functional Living Skills for Individuals with Autism Spectrum Disorder: a Review and Meta-Analysis
    Neely, Leslie C.
    Ganz, Jennifer B.
    Davis, John L.
    Boles, Margot B.
    Hong, Ee Rea
    Ninci, Jennifer
    Gilliland, Whitney D.
    REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS, 2016, 3 (01) : 37 - 47