IRF9 and XAF1 as Diagnostic Markers of Primary Sjogren Syndrome

Comput Math Methods Med. 2022 Sep 12:2022:1867321. doi: 10.1155/2022/1867321. eCollection 2022.

Abstract

Objective: Primary Sjogren syndrome (pSS) is characterized by lymphocytic infiltration of the salivary and lacrimal glands. It is a chronic systemic autoimmune disease. Genetic contributions and disturbed biological systems are the two major causes of pSS, but its etiology is unclear. This study is aimed at identifying potential pSS diagnostic markers and mechanisms at the transcriptome level.

Methods: Whole blood datasets of patients with pSS were downloaded from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were identified using the online tool, GEO2R. R software was used to perform enrichment analyses to understand the functions and enriched pathways of the DEGs. A protein-protein interaction network was constructed to identify hub genes and significant gene clusters. The least absolute shrinkage and selection operator logistic regression was used to screen pSS diagnostic markers. The expression level and diagnostic performance of the identified genes were tested using another GEO dataset.

Results: A total of 221 DEGs were screened from the whole blood samples of 161 patients with pSS and 59 healthy controls. Functional enrichment analysis demonstrated that DEGs were mostly enriched in defense response to virus, response to virus, and type I interferon signaling pathway. Cytoscape identified 10 hub genes and two gene clusters. IRF9 (AUC = 0.799) and XAF1 (AUC = 0.792) were identified as pSS diagnostic markers. The expression levels of the two identified genes were validated by GSE51092.

Conclusion: IRF9 and XAF1 were identified as diagnostic markers. The potential underlying molecular mechanism of pSS was explored.

MeSH terms

  • Adaptor Proteins, Signal Transducing / genetics
  • Apoptosis Regulatory Proteins / genetics
  • Computational Biology
  • Gene Expression Profiling
  • Gene Regulatory Networks
  • Humans
  • Interferon Type I* / genetics
  • Interferon-Stimulated Gene Factor 3, gamma Subunit / genetics
  • Protein Interaction Maps / genetics
  • Sjogren's Syndrome* / diagnosis
  • Sjogren's Syndrome* / genetics

Substances

  • Adaptor Proteins, Signal Transducing
  • Apoptosis Regulatory Proteins
  • IRF9 protein, human
  • Interferon Type I
  • Interferon-Stimulated Gene Factor 3, gamma Subunit
  • XAF1 protein, human