The role of the SOX2 gene in cervical cancer: focus on ferroptosis and construction of a predictive model.

IF 2.7 3区 医学 Q3 ONCOLOGY Journal of Cancer Research and Clinical Oncology Pub Date : 2024-11-23 DOI:10.1007/s00432-024-05973-2
Shenping Liu, Zhi Wei, Huiqing Ding
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Abstract

Background: The intricate interplay between stemness markers and cell death pathways significantly influences the pathophysiology of cervical cancer. SOX2, a pivotal regulator of stem cell pluripotency, has recently been implicated in the modulation of ferroptosis, a specialized form of iron-dependent cell death, in cancer dynamics. This study delineates the role of SOX2 in the ferroptotic landscape of cervical carcinoma.

Objective: To delineate the association between SOX2 expression and ferroptosis in cervical cancer and develop a robust, SOX2-centric model for predicting prognosis and enhancing personalized treatment.

Methods: A multidimensional approach integrating advanced bioinformatics, comprehensive molecular profiling, and state-of-the-art machine learning algorithms was employed to assess SOX2 expression patterns and their correlation with ferroptosis marker expression patterns in cervical cancer tissues. A prognostic model incorporating the expression levels of SOX2 and ferroptosis indicators was meticulously constructed.

Results: This investigation revealed a profound and intricate correlation between SOX2 expression and ferroptotic processes in cervical cancer, substantiated by robust molecular evidence. The developed predictive model based on SOX2 expression exhibited superior prognostic accuracy and may guide therapeutic decision-making.

Conclusion: This study underscores the critical role of SOX2 in orchestrating the ferroptosis pathway in cervical cancer and presents a novel prognostic framework. The SOX2-centric predictive model represents a significant advancement in prognosis evaluation, offering a gateway to personalized treatment for gynaecologic cancers.

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SOX2 基因在宫颈癌中的作用:关注铁变态反应并构建预测模型。
背景:干性标志物与细胞死亡途径之间错综复杂的相互作用极大地影响着宫颈癌的病理生理学。SOX2是干细胞多能性的关键调节因子,最近被认为与癌症动态中的铁凋亡(一种专门的铁依赖性细胞死亡形式)调节有关。本研究描述了 SOX2 在宫颈癌铁凋亡中的作用:目的:阐明宫颈癌中 SOX2 表达与铁凋亡之间的关系,并建立一个以 SOX2 为中心的稳健模型,用于预测预后和加强个性化治疗:方法:采用一种整合了先进的生物信息学、综合分子剖析和最先进的机器学习算法的多维方法来评估宫颈癌组织中SOX2的表达模式及其与铁突变标志物表达模式的相关性。结果发现,宫颈癌组织中SOX2的表达模式及其与铁变态标志物表达模式的相关性与宫颈癌组织中SOX2的表达模式及其与铁变态标志物表达模式的相关性密切相关:结果:这项研究揭示了宫颈癌中 SOX2 表达与铁变态过程之间深刻而复杂的相关性,并得到了强有力的分子证据的证实。基于 SOX2 表达建立的预测模型显示出卓越的预后准确性,可为治疗决策提供指导:本研究强调了 SOX2 在协调宫颈癌铁突变通路中的关键作用,并提出了一个新的预后框架。以 SOX2 为中心的预测模型代表了预后评估的重大进展,为妇科癌症的个性化治疗提供了一个途径。
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来源期刊
CiteScore
4.00
自引率
2.80%
发文量
577
审稿时长
2 months
期刊介绍: The "Journal of Cancer Research and Clinical Oncology" publishes significant and up-to-date articles within the fields of experimental and clinical oncology. The journal, which is chiefly devoted to Original papers, also includes Reviews as well as Editorials and Guest editorials on current, controversial topics. The section Letters to the editors provides a forum for a rapid exchange of comments and information concerning previously published papers and topics of current interest. Meeting reports provide current information on the latest results presented at important congresses. The following fields are covered: carcinogenesis - etiology, mechanisms; molecular biology; recent developments in tumor therapy; general diagnosis; laboratory diagnosis; diagnostic and experimental pathology; oncologic surgery; and epidemiology.
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