RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability

被引:3
|
作者
Xu, Chenyue [1 ]
Dong, Zhenyue [1 ]
Ji, Gang [1 ]
Yan, Lirong [2 ]
Wang, Xiaomeng [1 ]
Li, Kehan [1 ]
Liu, Junle [2 ]
Zhao, Juan [3 ]
Wang, Fei [1 ]
机构
[1] Hebei Med Univ, Dept Orthopaed Surg, Hosp 3, Shijiazhuang, Hebei, Peoples R China
[2] Hebei Med Univ, Coll Basic Med, Shijiazhuang, Hebei, Peoples R China
[3] Hebei Med Univ, Teaching Expt Ctr, Shijiazhuang, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
Patellar instability; RNA-seq; differentially expressed genes; hub genes; bioinformatics; CARTILAGE DEGENERATION; OSTEOARTHRITIS; ACTIVATION; EXPRESSION; RECEPTORS; THERAPIES; GLUTAMATE; NETWORKS; RELEASE; PROTEIN;
D O I
10.1080/21655979.2022.2062528
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Patellar instability (PI) is a common knee injury in adolescents, but the crucial biomarkers and molecular mechanisms associated with it remain unclear. We established a PI mouse model and investigated PI-related changes in gene expression by RNA sequencing (RNA-seq). Differentially expressed gene (DEG) analysis and enrichment analysis were performed to identify crucial genes and pathways associated with PI. Subsequently, a protein-protein interaction, DEG-miRNA, DEG-transcription factors, and DEG-drug interaction networks were constructed to reveal hub genes, molecular mechanism, and potential drugs for PI. Finally, the reliability of the sequencing results was confirmed by real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry. Upon comparison with the control group, 69 genes were differently expressed in PI, including 17 upregulated and 52 downregulated ones. The DEGs were significantly enriched in Janus kinase (JAK)/signal transducer and activator of transcription (STAT) signaling pathway and immune responses. The protein-protein interaction network identified ten PI-related hub genes, all of which are involved in the JAK/STAT signaling pathway or inflammation-related pathways. DEG-miRNA and DEG-transcription factor networks offered new insights for regulating DEGs post-transcriptionally. We also determined potential therapeutic drugs or molecular compounds that could restore dysregulated expression of DEGs via the DGIdb database. RT-qPCR results were consistent with the RNA-seq, confirming the reliability of the sequencing data. Immunohistochemistry results suggested that JAK1 and STAT3 expression was increased in PI. Our study explored the potential molecular mechanisms in PI, provided promising biomarkers and suggested a molecular basis for therapeutic targets for this condition.
引用
收藏
页码:11402 / 11416
页数:15
相关论文
共 50 条
  • [1] Identification of potential key genes and pathways associated with the Pashmina fiber initiation using RNA-Seq and integrated bioinformatics analysis
    Basharat Bhat
    Mifftha Yaseen
    Ashutosh Singh
    Syed Mudasir Ahmad
    Nazir A. Ganai
    Scientific Reports, 11
  • [2] Identification of potential key genes and pathways associated with the Pashmina fiber initiation using RNA-Seq and integrated bioinformatics analysis
    Bhat, Basharat
    Yaseen, Mifftha
    Singh, Ashutosh
    Ahmad, Syed Mudasir
    Ganai, Nazir A.
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [3] Integrative approach using liver and duodenum RNA-Seq data identifies candidate genes and pathways associated with feed efficiency pigs
    Ramayo-Caldas, Yuliaxis
    Ballester, Maria
    Pablo Sanchez, Juan
    Gonzalez-Rodriguez, Olga
    Revilla, Manuel
    Reyer, Henry
    Wimmers, Klaus
    Torrallardona, David
    Quintanilla, Raquel
    SCIENTIFIC REPORTS, 2018, 8
  • [4] Integrative approach using liver and duodenum RNA-Seq data identifies candidate genes and pathways associated with feed efficiency in pigs
    Yuliaxis Ramayo-Caldas
    Maria Ballester
    Juan Pablo Sánchez
    Olga González-Rodríguez
    Manuel Revilla
    Henry Reyer
    Klaus Wimmers
    David Torrallardona
    Raquel Quintanilla
    Scientific Reports, 8
  • [5] Conserved Senescence Associated Genes and Pathways in Primary Human Fibroblasts Detected by RNA-Seq
    Marthandan, S.
    Baumgart, M.
    Priebe, S.
    Groth, M.
    Schaer, J.
    Kaether, C.
    Guthke, R.
    Cellerino, A.
    Platzer, M.
    Diekmann, S.
    Hemmerich, P.
    PLOS ONE, 2016, 11 (05):
  • [6] RNA-seq analysis for detecting quantitative trait-associated genes
    Minseok Seo
    Kwondo Kim
    Joon Yoon
    Jin Young Jeong
    Hyun-Jeong Lee
    Seoae Cho
    Heebal Kim
    Scientific Reports, 6
  • [7] RNA-seq analysis for detecting quantitative trait-associated genes
    Seo, Minseok
    Kim, Kwondo
    Yoon, Joon
    Jeong, Jin Young
    Lee, Hyun-Jeong
    Cho, Seoae
    Kim, Heebal
    SCIENTIFIC REPORTS, 2016, 6
  • [8] Mining candidate genes associated with resistance to TYLCV in tomato based on BSA-seq and RNA-seq analysis
    Chen, Qingqi
    Jiang, Jingbin
    Zhang, Haixia
    Lei, Na
    Zhao, Tingting
    Li, Jingfu
    EUROPEAN JOURNAL OF HORTICULTURAL SCIENCE, 2020, 85 (03) : 145 - 159
  • [9] RNA-seq analysis identifies cytoskeletal structural genes and pathways for meat quality in beef
    Leal-Gutierrez, Joel D.
    Elzo, Mauricio A.
    Carr, Chad
    Mateescu, Raluca G.
    PLOS ONE, 2020, 15 (11):
  • [10] RNA-Seq Analysis Unraveling Novel Genes and Pathways Influencing Corneal Wound Healing
    Kumar, Rajnish
    Tripathi, Ratnakar
    Sinha, Nishant R.
    Mohan, Rajiv R.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (11)