Long noncoding RNAs to predict postoperative recurrence in bladder cancer and to develop a new molecular
Zhiyong Li1,2,3, Lijuan Jiang1,2,3, Zhiling Zhang1,2,3
1State Key Laboratory of Oncology in Southern China, Guangzhou, China.
Cancer Medicine
|November 24, 2021
Summary
An eight-long noncoding RNA (lncRNA) signature accurately predicts recurrence in muscle-invasive bladder cancer (MIBC). This molecular classification aids in personalized treatment strategies for MIBC patients.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Muscle-invasive bladder cancer (MIBC) requires reliable molecular markers for early recurrence prediction.
- Current methods lack sufficient accuracy for prognostication in MIBC patients.
Purpose of the Study:
- To develop a long-noncoding RNA (lncRNA) signature for improved recurrence prediction in MIBC.
- To establish an lncRNA-based molecular classification system for MIBC.
Main Methods:
- Analysis of lncRNA expression data from 320 MIBC patients in The Cancer Genome Atlas (TCGA).
- Development of an eight-lncRNA prognostic signature and a nomogram.
- Conducting survival analysis, immune infiltration analysis, and mutational data analysis.
Main Results:
- The eight-lncRNA signature identified high- and low-risk subgroups with significantly different disease-free survival (DFS).
- The nomogram demonstrated strong prognostic accuracy for DFS (C-index = 0.719).
- Four molecular clusters revealed distinct mutation profiles and immune cell infiltration, correlating with differential responses to immunotherapy and chemotherapy.
Conclusions:
- The eight-lncRNA signature serves as a reliable prognostic tool for MIBC, offering insights into recurrence prediction.
- This model supports clinical decision-making and has the potential to improve patient outcomes.
- The molecular classification provides a basis for personalized therapeutic strategies in MIBC.
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