与甲状腺癌相关的预后特征和新分子亚型的多组学特征以及CDKN2A在甲状腺癌中的体外验证

IF 6.7 1区 医学 Q1 CHEMISTRY, MEDICINAL
Kaigang Xie, Xiaoming Hong, Xiaoting Ren, Zhenjun Tong
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引用次数: 0

摘要

背景danoikis在甲状腺癌(THCA)中起重要作用。最近的证据表明CDKN2A是THCA相关的一个关键的嗜酒相关基因(ARG)。然而,ARGs的多组学调控前景及其定义具有不同治疗脆弱性的分子亚型的潜力仍未得到探索。方法利用来自癌症基因组图谱(Cancer Genome Atlas)的多组学数据,包括转录组学、甲基化和miRNA谱,分析THCA患者的ARG表达和生存结果。单细胞测序和聚类分析鉴定不同的分子亚型。建立了基于ARGs的风险评分模型,并对其预测性能进行了验证。评估药物易感性以确定分子亚型对各种疗法的敏感性。结果与健康对照相比,THCA患者表现出明显的正向神经调节转变。综合多组学分析发现E2F1、LGALS3、CDKN2A和LPAR1是关键的预后基因。纳入这些基因的风险评分模型显示出很强的预测准确性,c指数为0.85。无监督聚类描述了两种不同的分子亚型——簇1和簇2,其中簇1与增强的炎症细胞浸润和更高的总生存率相关。药物敏感性分析进一步揭示了两种亚型之间对常规化疗和靶向治疗的差异反应。功能验证证实CDKN2A在THCA中是anoikis抗性和免疫微环境调节的关键介质。结论本研究通过建立首个多组学驱动的THCA分子亚型,进一步推进了前人的研究,并提供了THCA疾病的综合调控框架。亚型特异性药物脆弱性的鉴定和CDKN2A在基质串扰中的功能验证为个性化治疗提供了变革性的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-omics characterization of prognostic signature and novel molecular subtypes associated with anoikis and in vitro validation of CDKN2A in thyroid carcinoma

Background

Anoikis plays a crucial role in thyroid carcinoma (THCA). Recent evidence has suggested CDKN2A as a key anoikis-related gene (ARG) associated with THCA. However, the multi-omics regulatory landscape of ARGs and their potential to define molecular subtypes with distinct therapeutic vulnerabilities remain unexplored.

Methods

We utilized multi-omics data from The Cancer Genome Atlas including transcriptomic, methylation, and miRNA profiles, to analyze ARG expression and survival outcomes in THCA patients. Single-cell sequencing and clustering analyses were conducted to identify distinct molecular subtypes. A risk scoring model was developed based on ARGs, and its predictive performance was validated. Drug vulnerability was assessed to determine the sensitivity of molecular subtypes to various therapies.

Results

Patients with THCA demonstrated a pronounced shift toward positive anoikis regulation compared with healthy controls. Integrated multi-omics analyses identified E2F1, LGALS3, CDKN2A, and LPAR1 as key prognostic genes. A risk score model incorporating these genes exhibited strong predictive accuracy, with a C-index of 0.85. Unsupervised clustering delineated two distinct molecular subtypes—Cluster 1 and Cluster 2—with Cluster 1 associated with enhanced inflammatory cell infiltration and superior overall survival. Drug sensitivity profiling further revealed differential responses to conventional chemotherapies and targeted therapies between the two subtypes. Functional validation established CDKN2A as a critical mediator of anoikis resistance and immune microenvironment modulation in THCA.

Conclusions

This study advances prior research by establishing the first multi-omics-driven molecular subtypes of THCA, and provides a comprehensive regulatory framework for anoikis in THCA. The identification of subtype-specific drug vulnerabilities and functional validation of CDKN2A's role in stromal crosstalk offer transformative insights for personalized therapy.
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来源期刊
Phytomedicine
Phytomedicine 医学-药学
CiteScore
10.30
自引率
5.10%
发文量
670
审稿时长
91 days
期刊介绍: Phytomedicine is a therapy-oriented journal that publishes innovative studies on the efficacy, safety, quality, and mechanisms of action of specified plant extracts, phytopharmaceuticals, and their isolated constituents. This includes clinical, pharmacological, pharmacokinetic, and toxicological studies of herbal medicinal products, preparations, and purified compounds with defined and consistent quality, ensuring reproducible pharmacological activity. Founded in 1994, Phytomedicine aims to focus and stimulate research in this field and establish internationally accepted scientific standards for pharmacological studies, proof of clinical efficacy, and safety of phytomedicines.
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