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Updated: Nov 7, 2025

In Vivo Inhibition of MicroRNA to Decrease Tumor Growth in Mice
Published on: August 23, 2019
A Ferroptosis-Related Signature Robustly Predicts Clinical Outcomes and Associates With Immune Microenvironment for
Mingqin Ge1, Jie Niu1, Ping Hu1
1Department of Endocrinology, Linyi Central Hospital, Linyi, China.
This study developed an eight-gene signature to predict thyroid cancer prognosis and its link to the tumor immune microenvironment. The signature accurately forecasts survival and correlates with immune cell infiltration, offering new insights for thyroid cancer management.
Area of Science:
- Oncology
- Molecular Biology
- Immunology
Background:
- Thyroid cancer prognosis remains challenging.
- Ferroptosis, a regulated cell death, plays a role in cancer.
- Understanding the tumor immune microenvironment is crucial for treatment.
Purpose of the Study:
- To develop a prognostic signature based on ferroptosis-related genes for thyroid cancer.
- To investigate the association between this signature and the tumor immune microenvironment.
- To validate the signature's predictive power and clinical utility.
Main Methods:
- Ferroptosis-related gene expression data was used to build a LASSO Cox regression model.
- Kaplan-Meier survival analysis, ROC curves, and multivariate Cox regression were employed for validation.
- Gene Set Enrichment Analysis (GSEA) and CIBERSORT were used to analyze pathways and immune cell infiltration.
- Immunohistochemistry and RT-qPCR validated key gene expression in thyroid cancer tissues.
Main Results:
- An eight-gene ferroptosis-related signature was established, significantly predicting thyroid cancer prognosis.
- High-risk patients exhibited poorer survival (p=1.186e-03), with AUCs for 1-, 2-, and 3-year survival at 0.887, 0.890, and 0.840.
- The signature independently predicted prognosis (p=0.015) and was integrated into a nomogram with age.
- Significant associations were found between the signature and immune cell infiltration, with validated abnormal gene expression.
Conclusions:
- A novel prognostic signature based on ferroptosis-related genes was successfully developed for thyroid cancer.
- This signature is significantly associated with the tumor immune microenvironment, offering potential therapeutic targets.
- The findings provide a valuable tool for predicting thyroid cancer prognosis and understanding its immunobiology.
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