Identification and characterization of bone/cartilage-associated signatures in common fibrotic skin diseases

被引:0
作者
Wu, Ting [1 ]
Jin, Yifan [1 ]
Chen, Fangqi [1 ]
Xuan, Xiuyun [1 ]
Cao, Juanmei [1 ]
Liang, Yan [1 ]
Wang, Yuqing [1 ]
Zhan, Jinshan [1 ]
Zhao, Mengjie [2 ]
Huang, Changzheng [1 ]
机构
[1] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Dermatol, Wuhan, Peoples R China
[2] Wuhan Univ, Dept Dermatol, Zhongnan Hosp, Wuhan, Peoples R China
基金
中国国家自然科学基金;
关键词
fibrotic skin disease; keloid; systemic sclerosis; bone/cartilage-related gene; bioinformatics analysis; OLIGOMERIC MATRIX PROTEIN; CARTILAGE; GENE; FIBROSIS; EXPRESSION; MUTATIONS; COMP; DIAGNOSIS; VARIANTS; ASPORIN;
D O I
10.3389/fgene.2023.1121728
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: Fibrotic skin diseases are characterized by excessive accumulation of the extracellular matrix (ECM) and activation of fibroblasts, leading to a global healthcare burden. However, effective treatments of fibrotic skin diseases remain limited, and their pathological mechanisms require further investigation. This study aims to investigate the common biomarkers and therapeutic targets in two major fibrotic skin diseases, namely, keloid and systemic sclerosis (SSc), by bioinformatics analysis.Methods: The keloid (GSE92566) and SSc (GSE95065) datasets were downloaded from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were identified, followed by functional enrichment analysis using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG). We then constructed a protein-protein interaction (PPI) network for the identification of hub genes. We explored the possibility of further functional enrichment analysis of hub genes on the Metascape, GeneMANIA, and TissueNexus platforms. Transcription factor (TF)-hub gene and miRNA-hub gene networks were established using NetworkAnalyst. We fixed GSE90051 and GSE76855 as the external validation datasets. Student's t-test and receiver operating characteristic (ROC) curve were used for candidate hub gene validation. Hub gene expression was assessed in vitro by quantitative real-time PCR.Results: A total of 157 overlapping DEGs (ODEGs) were retrieved from the GSE92566 and GSE95065 datasets, and five hub genes (COL11A1, COL5A2, ASPN, COL10A1, and COMP) were identified and validated. Functional studies revealed that hub genes were predominantly enriched in bone/cartilage-related and collagen-related processes. FOXC1 and miR-335-5p were predicted to be master regulators at both transcriptional and post-transcriptional levels.Conclusion: COL11A1, COL5A2, ASPN, COL10A1, and COMP may help understand the pathological mechanism of the major fibrotic skin diseases; moreover, FOXC1 and miR-355-5p could build a regulatory network in keloid and SSc.
引用
收藏
页数:11
相关论文
共 71 条
  • [1] Enhanced deposition of cartilage oligomeric matrix protein is a common feature in fibrotic skin pathologies
    Agarwal, Pallavi
    Schulz, Jan-Niklas
    Blumbach, Katrin
    Andreasson, Kristofer
    Heinegard, Dick
    Paulsson, Mats
    Mauch, Cornelia
    Eming, Sabine A.
    Eckes, Beate
    Krieg, Thomas
    [J]. MATRIX BIOLOGY, 2013, 32 (06) : 325 - 331
  • [2] Diagnostic role of circulating extracellular matrix-related proteins in non-small cell lung cancer
    Andriani, Francesca
    Landoni, Elena
    Mensah, Mavis
    Facchinetti, Federica
    Miceli, Rosalba
    Tagliabue, Elda
    Giussani, Marta
    Callari, Maurizio
    De Cecco, Loris
    Colombo, Mario Paolo
    Roz, Luca
    Pastorino, Ugo
    Sozzi, Gabriella
    [J]. BMC CANCER, 2018, 18
  • [3] NCBI GEO: archive for functional genomics data sets-update
    Barrett, Tanya
    Wilhite, Stephen E.
    Ledoux, Pierre
    Evangelista, Carlos
    Kim, Irene F.
    Tomashevsky, Maxim
    Marshall, Kimberly A.
    Phillippy, Katherine H.
    Sherman, Patti M.
    Holko, Michelle
    Yefanov, Andrey
    Lee, Hyeseung
    Zhang, Naigong
    Robertson, Cynthia L.
    Serova, Nadezhda
    Davis, Sean
    Soboleva, Alexandra
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D991 - D995
  • [4] Mutations of COL10A1 in schmid metaphyseal chondrodysplasia
    Bateman, JF
    Wilson, R
    Freddi, S
    Lamandé, SR
    Savarirayan, R
    [J]. HUMAN MUTATION, 2005, 25 (06) : 525 - 534
  • [5] Bioinformatic Analysis of Key Genes and Pathways Related to Keloids
    Bi, Siwei
    Liu, Ruiqi
    Wu, Beiyi
    He, Linfeng
    Gu, Jun
    [J]. BIOMED RESEARCH INTERNATIONAL, 2021, 2021
  • [6] PSEUDOACHONDROPLASIA AND MULTIPLE EPIPHYSEAL DYSPLASIA DUE TO MUTATIONS IN THE CARTILAGE OLIGOMERIC MATRIX PROTEIN GENE
    BRIGGS, MD
    HOFFMAN, SMG
    KING, LM
    OLSEN, AS
    MOHRENWEISER, H
    LEROY, JG
    MORTIER, GR
    RIMOIN, DL
    LACHMAN, RS
    GAINES, ES
    CEKLENIAK, JA
    KNOWLTON, RG
    COHN, DH
    [J]. NATURE GENETICS, 1995, 10 (03) : 330 - 336
  • [7] Increased KGF Expression Promotes Fibroblast Activation in a Double Paracrine Manner Resulting in Cutaneous Fibrosis
    Canady, Johanna
    Arndt, Stephanie
    Karrer, Sigrid
    Bosserhoff, Anja K.
    [J]. JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2013, 133 (03) : 647 - 657
  • [8] Notch-ing up knowledge on molecular mechanisms of skin fibrosis: focus on the multifaceted Notch signalling pathway
    Condorelli, Angelo Giuseppe
    El Hachem, May
    Zambruno, Giovanna
    Nystrom, Alexander
    Candi, Eleonora
    Castiglia, Daniele
    [J]. JOURNAL OF BIOMEDICAL SCIENCE, 2021, 28 (01)
  • [9] Single-cell RNA-seq reveals fibroblast heterogeneity and increased mesenchymal fibroblasts in human fibrotic skin diseases
    Deng, Cheng-Cheng
    Hu, Yong-Fei
    Zhu, Ding-Heng
    Cheng, Qing
    Gu, Jing-Jing
    Feng, Qing-Lan
    Zhang, Li-Xue
    Xu, Ying-Ping
    Wang, Dong
    Rong, Zhili
    Yang, Bin
    [J]. NATURE COMMUNICATIONS, 2021, 12 (01)
  • [10] MicroRNA-29: A Crucial Player in Fibrotic Disease
    Deng, Zhenjun
    He, Yongjing
    Yang, Xujuan
    Shi, Hang
    Shi, Ao
    Lu, Lechun
    He, Li
    [J]. MOLECULAR DIAGNOSIS & THERAPY, 2017, 21 (03) : 285 - 294