Genome-wide RNA-seq, DNA methylation and small RNA-seq analysis unraveled complex gene regulatory networks in psoriasis pathogenesis

被引:1
|
作者
Laha, Sayantan [1 ]
Das, Shantanab [1 ]
Banerjee, Urbee [1 ]
Ganguly, Torsa [1 ]
Senapati, Swapan [2 ]
Chatterjee, Gobinda [2 ]
Chatterjee, Raghunath [1 ]
机构
[1] Indian Stat Inst, Human Genet Unit, BT Rd 203, Kolkata 700108, West Bengal, India
[2] IPGMER SSKM Hosp, Dept Dermatol, Kolkata, West Bengal, India
关键词
DNA methylation; microRNA and cell cycle; Psoriasis multiomics; Keratinocyte hyper-proliferation; Th17 cell differentiation; CELL-CYCLE ARREST; ENRICHMENT ANALYSIS; ASSOCIATION; SKIN; PROLIFERATION; TRANSCRIPTOME; SULFORAPHANE; INHIBITION; PATHWAYS; HLA-CW6;
D O I
10.1016/j.gene.2024.148903
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Psoriasis is a complex inflammatory skin disease characterized by reversible albeit relapsing red scaly plaques in the skin of a patient. In addition to the genetic predisposition, involvement of epigenetic and non-coding RNAs have also been liked with the disease. Nevertheless, any comprehensive study involving transcriptomic, smallRNA and DNA methylation at the genomic level from same patients is lacking. To investigate the complex regulation of molecular pathways in psoriasis, we carried out multi-omics integrative analysis of RNAsequencing, small RNA-sequencing and DNA methylation profiling from the psoriatic and adjacent normal skin tissues. Our multi-omics analysis identified the genes and biological processes regulated either independently or in combination by DNA methylation and microRNAs. We identified miRNAs that specifically regulated keratinocyte hyper-proliferation, and cell cycle progression and checkpoint signaling in psoriasis. On contrary, DNA methylation was found to be more predominant in regulating immune and inflammatory responses, another causative factor in psoriasis pathogenesis. Many characteristic pathways in psoriasis e.g., Th17 cell differentiation and JAK-STAT signaling, were found to be regulated by both miRNAs and DNA methylation. We carried out functional characterization of a downregulated miRNA hsa-let-7c-5p, predicted to target upregulated genes in psoriasis involved in cell cycle processes, Th17 cell differentiation and JAK-STAT signaling pathways. Overexpression of hsa-let-7c-5p in keratinocytes caused the downregulation of its target genes, resulting in reduced cell proliferation and migration rates, demonstrating potential of miRNAs in regulating psoriasis pathogenesis. In conclusion, our findings identified distinct and shared gene-networks regulated by DNA methylation and miRNAs of a complex disease with reversible phenotype.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] DiffSplice: the genome-wide detection of differential splicing events with RNA-seq
    Hu, Yin
    Huang, Yan
    Du, Ying
    Orellana, Christian F.
    Singh, Darshan
    Johnson, Amy R.
    Monroy, Anais
    Kuan, Pei-Fen
    Hammond, Scott M.
    Makowski, Liza
    Randell, Scott H.
    Chiang, Derek Y.
    Hayes, D. Neil
    Jones, Corbin
    Liu, Yufeng
    Prins, Jan F.
    Liu, Jinze
    NUCLEIC ACIDS RESEARCH, 2013, 41 (02) : e39
  • [2] Genome-wide DNA methylation dynamics and RNA-seq analysis during grape (cv. 'Cabernet Franc') skin coloration
    Li, Ao
    Wang, Fengxia
    Ding, Tingting
    Li, Ke
    Liu, Huiping
    Zhang, Qingtian
    Mu, Qian
    Zhao, Hongjun
    Shan, Shouming
    Wang, Pengfei
    GENOMICS, 2024, 116 (02)
  • [3] Genome-wide Identification and Analysis of Splicing QTLs in Multiple Sclerosis by RNA-Seq Data
    He, Yijie
    Huang, Lin
    Tang, Yaqin
    Yang, Zeyuan
    Han, Zhijie
    FRONTIERS IN GENETICS, 2021, 12
  • [4] Genome-wide analysis of differentially expressed lncRNAs and mRNAs in primary gonadotrophin adenomas by RNA-seq
    Li, Jiye
    Li, Chuzhong
    Wang, Jianpeng
    Song, Guidong
    Zhao, Zheng
    Wang, Haoyuan
    Wang, Wen
    Li, Hailong
    Li, Zhenye
    Miao, Yazhou
    Li, Guilin
    Zhang, Yazhuo
    ONCOTARGET, 2017, 8 (03) : 4595 - 4606
  • [5] Genome-wide identification and analysis of the eQTL lncRNAs in multiple sclerosis based on RNA-seq data
    Han, Zhijie
    Xue, Weiwei
    Tao, Lin
    Lou, Yan
    Qiu, Yunqing
    Zhu, Feng
    BRIEFINGS IN BIOINFORMATICS, 2020, 21 (03) : 1023 - 1037
  • [6] Genes and pathways associated with fear discrimination identified by genome-wide DNA methylation and RNA-seq analyses in nucleus accumbens in mice
    Hao, Bo
    Fan, Bu Fang
    Cao, Can-Can
    Liu, Lu
    Xuan, Shou-Min
    Wang, Li
    Gao, Zhen-Jie
    Shi, Yan-Wei
    Wang, Xiao-Guang
    Zhao, Hu
    PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY, 2023, 120
  • [7] LaSSO, a strategy for genome-wide mapping of intronic lariats and branch points using RNA-seq
    Bitton, Danny A.
    Rallis, Charalampos
    Jeffares, Daniel C.
    Smith, Graeme C.
    Chen, Yuan Y. C.
    Codlin, Sandra
    Marguerat, Samuel
    Baehler, Juerg
    GENOME RESEARCH, 2014, 24 (07) : 1169 - 1179
  • [8] A genome-wide search for eigenetically regulated genes in zebra finch using MethylCap-seq and RNA-seq
    Steyaert, Sandra
    Diddens, Jolien
    Galle, Jeroen
    De Meester, Ellen
    De Keulenaer, Sarah
    Bakker, Antje
    Sohnius-Wilhelmi, Nina
    Frankl-Vilches, Carolina
    Van der Linden, Annemie
    Van Criekinge, Wim
    Berghe, Wim Vanden
    De Meyer, Tim
    SCIENTIFIC REPORTS, 2016, 6
  • [9] Risk factors for inhibitors in hemophilia A based on RNA-seq and DNA methylation
    Liu, Wei
    Lyu, Cuicui
    Wang, Wentian
    Xue, Feng
    Chen, Lingling
    Li, Huiyuan
    Chi, Ying
    Ma, Yueshen
    Wu, Runhui
    Fang, Yunhai
    Zhang, Lei
    Yang, Renchi
    RESEARCH AND PRACTICE IN THROMBOSIS AND HAEMOSTASIS, 2022, 6 (06)
  • [10] An integrative analysis of DNA methylation and RNA-Seq data for human heart, kidney and liver
    Xie, Linglin
    Weichel, Brent
    Ohm, Joyce Ellen
    Zhang, Ke
    BMC SYSTEMS BIOLOGY, 2011, 5