Back to Search
Start Over
Identification of a nomogram based on an 8-lncRNA signature as a novel diagnostic biomarker for childhood acute lymphoblastic leukemia
- Source :
- Aging (Albany NY)
- Publication Year :
- 2021
-
Abstract
- Childhood acute lymphoblastic leukemia (cALL) still represents a major cause of disease-related death in children. This study aimed to explore the prognostic value of long non-coding RNAs (lncRNAs) in cALL. We downloaded lncRNA expression profiles from the TARGET and GEO databases. Univariate, least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analyses were applied to identify lncRNA-based signatures. We identified an eight-lncRNA signature (LINC00630, HDAC2-AS2, LINC01278, AL356599.1, AC114490.1, AL132639.3, FUT8.AS1, and TTC28.AS1), which separated the patients into two groups with significantly different overall survival rates. A nomogram based on the signature, BCR ABL1 status and white blood cell count at diagnosis was developed and showed good accuracy for predicting the 3-, 5- and 7-year survival probability of cALL patients. The C-index values of the nomogram in the training and internal validation set reached 0.8 (95% CI, 0.757 to 0.843) and 0.806 (95% CI, 0.728 to 0.884), respectively. The nomogram proposed in this study objectively and accurately predicted the prognosis of cALL. In vitro experiments suggested that LINC01278 promoted the proliferation of leukemic cells and inhibited leukemic cell apoptosis by targeting the inhibition of miR-500b-3p in cALL, and LINC01278 may be a biological target for the treatment of cALL in the future.
- Subjects :
- Oncology
Adult
Male
Aging
medicine.medical_specialty
Apoptosis
nomogram
Survival probability
Internal medicine
White blood cell
Cell Line, Tumor
Databases, Genetic
medicine
Biomarkers, Tumor
Diagnostic biomarker
Humans
Gene Regulatory Networks
Child
Childhood Acute Lymphoblastic Leukemia
Proportional Hazards Models
hsa-miR-500b
Proportional hazards model
business.industry
Gene Expression Regulation, Leukemic
Gene Expression Profiling
Univariate
LINC01278
Reproducibility of Results
Molecular Sequence Annotation
Cell Biology
Nomogram
Precursor Cell Lymphoblastic Leukemia-Lymphoma
Prognosis
Survival Analysis
Nomograms
medicine.anatomical_structure
childhood acute lymphoblastic leukemia
Multivariate Analysis
Female
RNA, Long Noncoding
business
Selection operator
Research Paper
Subjects
Details
- ISSN :
- 19454589
- Volume :
- 13
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Aging
- Accession number :
- edsair.doi.dedup.....84f332b66e4707f153b52376d4706871