Research Paper Volume 15, Issue 20 pp 11012—11032
A comprehensive prognostic and immunological analysis of telomere-related lncRNAs in kidney renal clear cell carcinoma
- 1 Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
Received: May 8, 2023 Accepted: August 28, 2023 Published: October 16, 2023
https://doi.org/10.18632/aging.205056How to Cite
Copyright: © 2023 Chen et al. This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Abstract
Kidney renal clear cell carcinoma (KIRC) is one of the most prevalent malignant tumors of the urinary system, with a high recurrence and metastasis rate. Telomeres and long non-coding RNAs (lncRNAs) have been documented playing critical roles in cancer progression. However, the prognostic significance of telomere-related lncRNA (TRLs) in KIRC is less well-defined. The Cancer Genome Atlas database was applied to retrieve the expression profiles and corresponding clinical information of KIRC patients. To create the TRLs prognostic signature, univariate Cox regression, least absolute shrinkage and selection operator analyses were performed. The prognostic signature, comprised of nine prognostic TRLs, was developed and demonstrated superior prognostic ability for KIRC patients. Additionally, the risk score acted as an independent prognostic indicator. A nomogram incorporating age, grade, stage, and signature-based risk scores was also developed and exhibited excellent predictive accuracy. Several immune activities were associated with the signature, as determined by gene function analysis. Further analysis revealed differences in the status of immunity and the tumor microenvironment between low- and high-risk groups. Notably, KIRC patients with high-risk scores were more responsive to immunotherapy and chemotherapy. To summarize, our study developed a new prognostic signature consisting of nine telomere-related lncRNA that can precisely predict the prognosis of KIRC patients. The signature was shown to be of substantial value for the tumor microenvironment and tumor mutation burden, thereby contributing to a framework for the individualized treatment of patients.
Abbreviations
AJCC: The American Joint Committee on Cancer; AUC: Area under the curve; BP: Biological processes; CC: Cellular component; GDSC: Genomics of Drug Sensitivity in Cancer; GO: Gene Ontology; GSEA: Gene Set Enrichment Analysis; ICIs: Immune checkpoint inhibitors; KEGG: Kyoto Encyclopedia of Genes and Genomes; KIRC: Kidney renal clear cell carcinoma; LASSO: Least absolute shrinkage and selection operator; MF: Molecular function; OS: Overall survival; PCA: Principal component analyses; RCC: Renal cell carcinoma; ROC: Receiver operating characteristic; ssGSEA: Single sample Gene Set Enrichment Analysis; TCGA: The Cancer Genome Atlas; TMB: Tumor mutational burden; TCIA: The Cancer Immunome Atlas; TRLs: Telomere-related lncRNAs.