Integrative analysis of key candidate genes and signaling pathways in autoimmune thyroid dysfunction related to anti-CTLA-4 therapy by bioinformatics

Invest New Drugs. 2020 Dec;38(6):1717-1729. doi: 10.1007/s10637-020-00952-z. Epub 2020 Jun 4.

Abstract

Cytotoxic T lymphocyte-associated antigen-4 (CTLA-4), the first immune checkpoint to be targeted clinically, has provided an effective treatment option for various malignancies. However, the clinical advantages associated with CTLA-4 inhibitors can be offset by the potentially severe immune-related adverse events (IRAEs), including autoimmune thyroid dysfunction. To investigate the candidate genes and signaling pathways involving in autoimmune thyroid dysfunction related to anti-CTLA-4 therapy, integrated differentially expressed genes (DEGs) were extracted from the intersection of genes from Gene Expression Omnibus (GEO) datasets and text mining. The functional enrichment was performed by gene ontology (GO) annotation and Kyoto encyclopedia of genes and genomes (KEGG) pathway analysis. Protein-protein interaction (PPI) network, module enrichment, and hub gene identification were constructed and visualized by the online Search Tool for the Retrieval of Interacting Genes (STRING) and Cytoscape software. A total of 22 and 17 integrated human DEGs in hypothyroidism and hyperthyroidism group related to anti-CTLA-4 therapy were identified, respectively. Functional enrichment analysis revealed 24 GO terms and 1 KEGG pathways in the hypothyroid group and 21 GO terms and 2 KEGG pathways in the hyperthyroid group. After PPI network construction, the top five hub genes associated with hypothyroidism were extracted, including ALB, MAPK1, SPP1, PPARG, and MIF, whereas those associated with hyperthyroidism were ALB, FCGR2B, CD44, LCN2, and CD74. The identification of the candidate key genes and enriched signaling pathways provides potential biomarkers for autoimmune thyroid dysfunction related to anti-CTLA-4 therapy and might contribute to the future diagnosis and management of IRAEs for cancer patients.

Keywords: Autoimmune thyroid dysfunction; CTLA-4; Differentially expressed genes; Immune checkpoint blockade; Signaling pathway.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Autoimmune Diseases / chemically induced
  • Autoimmune Diseases / genetics*
  • Autoimmune Diseases / metabolism
  • Biomarkers
  • CTLA-4 Antigen / antagonists & inhibitors*
  • Computational Biology
  • Gene Expression Regulation, Neoplastic
  • Gene Ontology
  • Humans
  • Hyperthyroidism / chemically induced
  • Hyperthyroidism / genetics*
  • Hypothyroidism / chemically induced
  • Hypothyroidism / genetics*
  • Immune Checkpoint Inhibitors / adverse effects*
  • Mice
  • Protein Interaction Maps
  • Signal Transduction

Substances

  • Biomarkers
  • CTLA-4 Antigen
  • CTLA4 protein, human
  • Immune Checkpoint Inhibitors