Identification and validation of prognostic autophagy-related genes associated with immune microenvironment in human gastric cancer

Aging (Albany NY). 2022 Sep 28;14(18):7617-7634. doi: 10.18632/aging.204313. Epub 2022 Sep 28.

Abstract

Autophagy-related genes (ATGs) play critical roles in tumorigenesis and progression in gastric cancer (GC). The present study aimed to identify immune-based prognostic ATGs and verify their functions in tumor immune microenvironment (TIME) in GC. Macrophage infiltration was found to negatively correlate with prognosis in GC patients. After stratifying by infiltration levels of macrophages, we screened The Cancer Genome Atlas and Human Autophagy Database to identify the differentially expressed ATGs (DE-ATGs). Of 1,433 differentially expressed genes between the two groups, seven genes qualified as DE-ATGs. Of these, CXCR4, DLC1, and MAP1LC3C, exhibited strong prognostic prediction ability in Kaplan-Meier survival-log-rank test. High expression of these genes correlated with increased occurrence of advanced grade 3 tumors and poor prognoses. Furthermore, GSEA indicated that they were significantly associated with oncogenic and immune-related pathways. The comprehensive evaluation of TIME via GEPIA, ESTIMATE, CIBERSORT, and TIMER suggested that the three DE-ATGs were closely associated with immune condition, both in terms of immune cells and immune scores. Thus, the outcome of this study may aid in better understanding of the ATGs and their interaction with the immune microenvironment, which would allow the development of novel inhibitors, personalized treatment, and immunotherapy in gastric cancer.

Keywords: The Cancer Genome Atlas; autophagy-related genes; cancer immunity; gastric cancer; prognosis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Autophagy / genetics
  • GTPase-Activating Proteins
  • Humans
  • Kaplan-Meier Estimate
  • Prognosis
  • Stomach Neoplasms* / genetics
  • Tumor Microenvironment / genetics
  • Tumor Suppressor Proteins

Substances

  • DLC1 protein, human
  • GTPase-Activating Proteins
  • Tumor Suppressor Proteins