Macrophage-Derived Transcriptional Signatures Predict Prognosis and Drug Sensitivity in Thyroid Cancer: Integrative Analysis and Experimental Validation of SMYD3

This study identifies a tumor-enriched macrophage subpopulation with prognostic relevance and develops a robust machine learning-based model for risk stratification in thyroid cancer. SMYD3 is implicated in both tumor progression and drug sensitivity, offering a potential biomarker for precision treatment strategies.

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Publication Details

Journal
ImmunoTargets and Therapy
Published
2026-01-01
DOI
https://doi.org/10.2147/itt.s565624
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
0.00
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article

Macrophage-Derived Transcriptional Signatures Predict Prognosis and Drug Sensitivity in Thyroid Cancer: Integrative Analysis and Experimental Validation of SMYD3

Sufang Xu, Man Qin, Jingru Sun, Bing Luo et al.
ImmunoTargets and Therapy
Ferroptosis and cancer prognosis
article

Macrophage-Derived Transcriptional Signatures Predict Prognosis and Drug Sensitivity in Thyroid Cancer: Integrative Analysis and Experimental Validation of SMYD3

Sufang Xu, Man Qin, Jingru Sun, Bing Luo, Huarong Du, Xin Zhang
article en

Abstract

This study identifies a tumor-enriched macrophage subpopulation with prognostic relevance and develops a robust machine learning-based model for risk stratification in thyroid cancer. SMYD3 is implicated in both tumor progression and drug sensitivity, offering a potential biomarker for precision treatment strategies.

ImmunoTargets and TherapyVol. Volume 15
Anhui Provincial Hospital (CN)
Openalex Percentile: Top 94%
Ferroptosis and cancer prognosis
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