Comprehensive analysis of cancer hallmarks in cutaneous melanoma and identification of a novel unfolded protein response as a prognostic signature
Authors:
Open Access
- 26 October 2020
- journal article
- research article
- Published by Impact Journals, LLC in Aging
- Vol. 12 (20) , 20684-20701
Abstract
Molecular pathways regulating the initiation and development of melanoma are potential therapeutic targets for this aggressive skin cancer. Therefore, transcriptome profiles of cutaneous melanoma were obtained from a public database and used to systematically evaluate cancer hallmark pathways enriched in melanoma. Finally, the unfolded protein response pathway was screened out, and the unfolded protein response-related genes were used to develop a robust biomarker that can predict the prognosis of melanoma, especially for younger, metastatic and high Clark level patients. This biomarker was further validated in two other independent datasets. In addition, melanoma patients were divided into high- and low-risk subgroups by applying a risk score system. The high-risk group exhibited higher immune infiltration and higher expression of N6-methyladenosine RNA methylation regulators, and had significantly shorter survival times than the low-risk subgroup. Gene Set Enrichment Analysis revealed that, among the enriched genes, gene sets involved in immune response and the extracellular matrix receptor interaction were significantly activated in the high-risk group. Our findings thus provide a new clinical application for prognostic prediction as well as potential targets for treatment of melanoma.Keywords
This publication has 51 references indexed in Scilit:
- Overexpression of E2F1 Promotes Tumor Malignancy And Correlates with TNM Stages in Clear Cell Renal Cell CarcinomaPLOS ONE, 2013
- DNA Base Damage by Reactive Oxygen Species, Oxidizing Agents, and UV RadiationCold Spring Harbor Perspectives in Biology, 2013
- Expression of the melanoma cell adhesion molecule in human mesenchymal stromal cells regulates proliferation, differentiation, and maintenance of hematopoietic stem and progenitor cellsHaematologica, 2012
- Melanoma: from mutations to medicineGenes & Development, 2012
- Alterations in the p53 Pathway and p16INK4a Expression Predict Overall Survival in Metastatic Melanoma Patients Treated with DacarbazineJournal of Investigative Dermatology, 2010
- Increasing Melanoma Cell Death Using Inhibitors of Protein Disulfide Isomerases to Abrogate Survival Responses to Endoplasmic Reticulum StressCancer Research, 2008
- Adaptation to ER stress as a driver of malignancy and resistance to therapy in human melanomaPigment Cell & Melanoma Research, 2008
- MAP kinase signalling pathways in cancerOncogene, 2007
- Association of elevated GRP78 expression with increased lymph node metastasis and poor prognosis in patients with gastric cancerClinical & Experimental Metastasis, 2006
- Overexpression of glucose-regulated protein 78 in colon cancerClinica Chimica Acta, 2006