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Inflammatory Response-Related Long Non-Coding RNA Signature Predicts the Prognosis of Hepatocellular Carcinoma
Xinyu Li1, Shuqiao Zhang2, Shijun Zhang3
1Medical College of Acupuncture-Moxibustion and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Journal of Oncology
|March 28, 2022
Summary
This study identifies a novel seven-lncRNA signature for predicting hepatocellular carcinoma (HCC) prognosis, offering insights into immune-targeted therapies for this high-mortality cancer.
Area of Science:
- Oncology
- Molecular Biology
- Immunology
Background:
- Hepatocellular carcinoma (HCC) presents significant heterogeneity, complicating prognosis prediction.
- The inflammatory response critically influences tumorigenesis and the tumor microenvironment, impacting patient outcomes.
Purpose of the Study:
- To explore long non-coding RNA (lncRNA) expression profiles linked to the inflammatory response in HCC.
- To develop a robust lncRNA signature for predicting HCC patient prognosis.
Main Methods:
- Utilized TCGA-LIHC dataset for HCC sample analysis.
- Constructed an inflammatory response-related lncRNA signature using univariate Cox, LASSO, and multivariate Cox regression.
- Validated the signature's predictive accuracy using AUC, DCA, and nomogram analysis.
Main Results:
- Identified a seven-lncRNA signature significantly associated with HCC prognosis.
- High-risk patients exhibited poorer survival outcomes.
- The signature demonstrated superior accuracy compared to traditional clinicopathological factors.
- Gene Set Enrichment Analysis (GSEA) revealed distinct pathway differences between risk groups.
- Significant variations in immune cell infiltration and function were observed between high- and low-risk groups.
Conclusions:
- A novel seven-lncRNA signature (AC145207.5, POLHAS1, AL928654.1, MKLN1AS, AL031985.3, PRRT3AS1, and AC023157.2) accurately predicts HCC prognosis.
- This signature offers potential for developing new immune-targeted therapies for HCC.
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