分子生物学
IVD分子诊断
细胞培养与分析
蛋白研究
细胞因子
重组蛋白
抗体
高通量测序建库
病原检测UCF系列
生物医药
工具酶
抑制剂激活剂与常用试剂
仪器
耗材

Integrated multi-omics and single-cell analysis reveals CDKN2A-mediated cuproptosis mechanisms driving thyroid carcinoma progression

Huang Jukai, Wang Liping

Journal:npj Systems Biology and Applications

IF:4.4

DOI:10.1038/s41540-026-00663-w

PMID:

Published:2026-03-13

research field:肿瘤学分子生物学生物信息学细胞生物学基因组学

Abstract

Cuproptosis is a recently identified copper-dependent cell death pathway with growing relevance in tumor biology, yet its involvement in thyroid carcinoma (TC) remains poorly understood. In this study, we integrated multi-omics datasets to characterize the functional roles of cuproptosis-related genes (CRGs) in TC progression. Bulk and single-cell transcriptomic datasets from public repositories were analyzed to classify TC into two CRG-based molecular subtypes that showed significant associations with clinicopathological features and immune cell infiltration. A prognostic model derived from CRG-related differentially expressed genes exhibited high predictive accuracy for patient survival. CDKN2A emerged as the only consistently upregulated CRG in TC and correlated with adverse prognosis. Single-cell analyses further revealed distinct cellular distributions of CRGs within the tumor microenvironment, with notable enrichment in immune cell populations. In addition, a previously unrecognized competing endogenous RNA network, the GAS5/miR-128-3p/CDKN2A axis, was identified and experimentally validated. Functional assays demonstrated that this regulatory circuit modulates TC cell proliferation, invasion, and metastasis in vitro and in vivo, with GAS5 acting for miR-128-3p to regulate CDKN2A expression. These findings provide a comprehensive systems-level perspective on cuproptosis-related mechanisms in TC and highlight the therapeutic promise of targeting the cuproptosis pathway and its regulatory networks in thyroid cancer management.

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