A novel ferroptosis-related microRNA signature with prognostic value in osteosarcoma

被引:2
作者
Shao, Jie [1 ]
Zhang, Yi [1 ]
Chang, Zhu [2 ]
Du, Shiyao [2 ]
Li, Wei [1 ]
Bai, Yushu [1 ]
Lu, Chunwen [2 ]
Xu, Tianming [2 ]
机构
[1] Naval Med Univ, Changhai Hosp, Dept Spine Surg, Mil Med Univ 2, Shanghai 200043, Peoples R China
[2] Naval Med Univ, Dept Orthopaed Surg, Mil Med Univ 2, Shanghai 200052, Peoples R China
基金
上海市自然科学基金;
关键词
osteosarcoma; ferroptosis-related miRNA; prognostic gene signature; miR-635; miR-593; HIGH-GRADE OSTEOSARCOMA; CANCER-CELLS; PROLIFERATION; SURVIVAL; INVASION; MIR-155; BIOLOGY; MODEL;
D O I
10.3724/abbs.2023236
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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, 3year, 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-635related 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.
引用
收藏
页码:1758 / 1769
页数:12
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