Back to Search
Start Over
A 6‐lncRNA signature predicts prognosis of diffuse large B‐cell lymphoma
- Source :
- Journal of Biochemical and Molecular Toxicology. 35:1-12
- Publication Year :
- 2021
- Publisher :
- Wiley, 2021.
-
Abstract
- Diffuse large B cell lymphoma (DLBCL) comprises distinct entities due to its heterogeneity. The currently used international prognostic index for DLBCL prognosis prediction is only based on clinical factors and cannot reflect the molecular mechanisms underlying its progression. Here, we aimed to establish a long noncoding RNAs (lncRNA)-based signature for DLBCL prognosis prediction. The data were retrieved from the Gene Expression Omnibus and The Cancer Genome Atlas database. After identifying the differentially expressed lncRNAs (DELs), univariate COX regression, LASSO regression, and stepwise regression analysis were performed to construct a 6-lncRNA risk score system. Kaplan-Meier survival presented that the high-risk group had a significantly poorer overall survival. Based on the risk score and clinical characters, a nomogram was established, which had better predictive accuracy than each factor alone. Finally, weighted gene co-expression network analysis showed that these lncRNAs might regulate immune response, metabolism process, and signal transduction to influence the outcome. Conclusively, our model and nomogram could be reliable prognostic tools for DLBCL patients.
- Subjects :
- 0301 basic medicine
Oncology
medicine.medical_specialty
Health, Toxicology and Mutagenesis
Kaplan-Meier Estimate
Biology
Toxicology
Biochemistry
Disease-Free Survival
03 medical and health sciences
0302 clinical medicine
International Prognostic Index
Lasso regression
Internal medicine
Biomarkers, Tumor
medicine
Humans
RNA, Neoplasm
Molecular Biology
Gene
Framingham Risk Score
030102 biochemistry & molecular biology
Proportional hazards model
Univariate
General Medicine
Nomogram
medicine.disease
Gene Expression Regulation, Neoplastic
Survival Rate
030220 oncology & carcinogenesis
Molecular Medicine
RNA, Long Noncoding
Lymphoma, Large B-Cell, Diffuse
Databases, Nucleic Acid
Diffuse large B-cell lymphoma
Subjects
Details
- ISSN :
- 10990461 and 10956670
- Volume :
- 35
- Database :
- OpenAIRE
- Journal :
- Journal of Biochemical and Molecular Toxicology
- Accession number :
- edsair.doi.dedup.....957f0b11ebd150f78be6e168e0d7253d