Immune implication of an autophagy-related prognostic signature in uveal melanoma.
Samuel ChuahValerie ChewPublished in: Bioscience reports (2022)
Uveal Melanoma (UM) is a rare cancer deriving from melanocytes within the uvea. It has a high rate of metastasis, especially to the liver, and a poor prognosis thereafter. Autophagy, an intracellular programmed digestive process, has been associated with the development and progression of cancers, with controversial pro- and anti-tumour roles. Although previous studies have been conducted on autophagy-related genes (ARGs) in various cancer types, its role in UM requires a deeper understanding for improved diagnosis and development of novel therapeutics. In the present study, Zheng et al. used univariate Cox regression followed by least absolute shrinkage and selection operator (Lasso) regression to identify a robust 9-ARG signature prognostic of survival in a total of 230 patients with UM. The authors used the Cancer Genome Atlas (TCGA) UM cohort as a training cohort (n=80) to identify the signature and validated it in another four independent cohorts of 150 UM patients from the Gene Expression Omnibus (GEO) repository (GSE22138, GSE27831, GSE44295 and GSE84976). This 9-ARG signature was also significantly associated with the enrichment of cancer hallmarks, including angiogenesis, IL6-KJAK-STAT3 signalling, reactive oxygen species pathway and oxidative phosphorylation. More importantly, this signature is associated with immune-related functional pathways and immune cell infiltration. Thus, this 9-ARG signature predicts prognosis and provides deeper insights into the immune mechanisms in UM, with potential implications for future immunotherapy.
Keyphrases
- papillary thyroid
- poor prognosis
- gene expression
- squamous cell
- cell death
- reactive oxygen species
- signaling pathway
- endoplasmic reticulum stress
- long non coding rna
- small molecule
- squamous cell carcinoma
- end stage renal disease
- cell proliferation
- childhood cancer
- dna methylation
- endothelial cells
- ejection fraction
- newly diagnosed
- climate change
- single cell
- genome wide
- young adults
- peritoneal dialysis
- anti inflammatory
- skin cancer
- free survival
- wound healing