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A novel ferroptosis-related microRNA signature with prognostic value in osteosarcoma: Ferroptosis-related microRNA signature in osteosarcoma
The induction of ferroptosis is suggested to be a potential therapeutic strategy for cancers. MicroRNAs (miRNAs) are reported to play an important role in cell death processes. This study aims to construct and validate a risk model based on ferroptosis-related miRNAs (FR_miRNAs) to predict prognosis...
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Published in: | Acta biochimica et biophysica Sinica 2023-10, Vol.55 (11), p.1758-1769 |
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Main Authors: | , , , , , , , |
Format: | Article |
Language: | English |
Online Access: | Get full text |
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Summary: | The induction of ferroptosis is suggested to be a potential therapeutic strategy for
cancers. MicroRNAs (miRNAs) are reported to play an important role in cell death
processes. This study aims to construct and validate a risk model based on
ferroptosis-related miRNAs (FR_miRNAs) to predict prognosis and identify novel therapeutic
targets for osteosarcoma. Data from the Therapeutically Applicable Research to Generate
Effective Treatments database are used as the training cohort. A prognostic signature
based on two FR_miRNAs (miR-635 and miR-593) is developed using univariate Cox regression,
least absolute shrinkage and selection operator regression, and multivariate Cox
regression analyses. The area under the curve values of the prognostic signature to
predict the 1-year, 2-year, 3-year, and 5-year overall survival rates in patients with
osteosarcoma are 0.782, 0.781, 0.722, and 0.777, respectively, indicating a good
predictive ability. Based on the risk score, patients are divided into low-risk and
high-risk groups. Patients with high-risk scores are associated with poor survival. The
risk level is determined to be an independent prognostic factor. A nomogram is established
for predicting prognosis. The expression levels of
PRNP
(miR-635-related
ferroptosis-related gene (FRG);
P
=0.024) and
HILPDA
(miR-593-related FRG;
P
=0.025) are significantly different between the
low-risk and high-risk groups. All results are validated in an external cohort (GSE39040).
The results of the functional assay reveal that miR-635 mimics inhibit osteosarcoma (OS)
cell proliferation and migration, whereas miR-593 overexpression exerts the opposite
effect. In conclusion, miR-635 and miR-593 exert contrasting regulatory effects on OS cell
proliferation and migration. |
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ISSN: | 1672-9145 1745-7270 |
DOI: | 10.3724/abbs.2023236 |