CDS2 Drives Tumor Progression in Epithelial Ovarian Cancer via the PI3K/AKT Pathway.

IF 3.5 2区 医学 Q2 ONCOLOGY
Cancer Medicine Pub Date : 2026-10-01 DOI:10.1002/cam4.72309
Lixue Cao, Yanzhen Chen, Yingqi Liu, Changnian Yang, Zhentao Zhang, Yongqing Lin, Yiyuan Wang, Siman Chen, Fei Yu, Haiyan Ye, Shanshan Wu
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引用次数: 0

Abstract

Background: Epithelial ovarian cancer (EOC) frequently disseminates within the lipid-rich peritoneal cavity, where tumor progression is accompanied by metabolic adaptations involving lipid utilization and mitochondrial function. Although these metabolic alterations are increasingly recognized as important features of EOC progression and peritoneal metastasis, the molecular factors linking mitochondrial-lipid metabolic remodeling with aggressive tumor behavior remain incompletely characterized. We therefore integrated mitochondrial- and lipid metabolism-related transcriptomic analyses to identify candidate regulators and further investigated the clinical and biological features associated with CDS2.

Results: Seven key genes associated with mitochondrial and lipid metabolism were identified in EOC through comprehensive bioinformatic analyses and were used to construct the MALRS prognostic model. Further integration of FIGO stage, histologic grade, and MALRS scores yielded a nomogram whose calibration plots showed good agreement between predicted and observed 1-, 3-, and 5-year survival probabilities. Subsequent screening of these candidate genes in chemotherapy-resistant datasets identified CDP-diacylglycerol synthase 2 (CDS2) as the most consistently upregulated candidate gene. Clinical validation confirmed that CDS2 was significantly overexpressed in tumor tissues and was associated with advanced disease stage, and survival analysis showed that higher CDS2 expression was associated with shorter progression-free survival (PFS) in stage III/IV patients. Functional characterization demonstrated that CDS2 overexpression promoted both lipid droplet accumulation and migratory capacity in ovarian cancer cells. Pathway analysis identified significant enrichment of PI3K/AKT signaling, and experimental validation confirmed CDS2-mediated hyperactivation of PI3K/AKT phosphorylation. Computational immune-deconvolution analyses further identified exploratory associations between CDS2 expression, estimated T-cell abundance, and immune-checkpoint transcripts.

Conclusion: CDS2 is a lipid metabolism-associated candidate biomarker linked to aggressive clinicopathological features in EOC. Our findings associate CDS2 with disease progression, PI3K/AKT-related signaling, and immune-related transcriptomic features, supporting its further evaluation as a candidate prognostic marker.

CDS2通过PI3K/AKT通路驱动上皮性卵巢癌的肿瘤进展。
背景:上皮性卵巢癌(EOC)经常在富含脂质的腹膜腔内扩散,肿瘤的进展伴随着涉及脂质利用和线粒体功能的代谢适应。尽管这些代谢改变越来越被认为是EOC进展和腹膜转移的重要特征,但将线粒体-脂质代谢重塑与侵袭性肿瘤行为联系起来的分子因素仍未完全表征。因此,我们整合了线粒体和脂质代谢相关的转录组学分析,以确定候选调节因子,并进一步研究与CDS2相关的临床和生物学特征。结果:通过综合生物信息学分析,在EOC中鉴定出7个与线粒体和脂质代谢相关的关键基因,并用于构建MALRS预后模型。FIGO分期、组织学分级和MALRS评分的进一步整合产生了一个nomogram,其校准图显示预测的1年、3年和5年生存概率与观察到的吻合良好。随后在化疗耐药数据集中筛选这些候选基因,发现cdp -二酰基甘油合成酶2 (CDS2)是最一致上调的候选基因。临床验证证实,CDS2在肿瘤组织中显著过表达,与疾病分期晚期相关,生存分析显示,在III/IV期患者中,CDS2的高表达与较短的无进展生存期(PFS)相关。功能表征表明,CDS2过表达促进了卵巢癌细胞的脂滴积累和迁移能力。通路分析发现PI3K/AKT信号显著富集,实验验证证实cds2介导的PI3K/AKT磷酸化过度活化。计算免疫反褶积分析进一步确定了CDS2表达、估计t细胞丰度和免疫检查点转录本之间的探索性关联。结论:CDS2是一种与EOC侵袭性临床病理特征相关的脂质代谢相关候选生物标志物。我们的研究结果将CDS2与疾病进展、PI3K/ akt相关信号和免疫相关转录组特征联系起来,支持其作为候选预后标志物的进一步评估。
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来源期刊
Cancer Medicine
Cancer Medicine ONCOLOGY-
CiteScore
5.50
自引率
2.50%
发文量
907
审稿时长
19 weeks
期刊介绍: Cancer Medicine is a peer-reviewed, open access, interdisciplinary journal providing rapid publication of research from global biomedical researchers across the cancer sciences. The journal will consider submissions from all oncologic specialties, including, but not limited to, the following areas: Clinical Cancer Research Translational research ∙ clinical trials ∙ chemotherapy ∙ radiation therapy ∙ surgical therapy ∙ clinical observations ∙ clinical guidelines ∙ genetic consultation ∙ ethical considerations Cancer Biology: Molecular biology ∙ cellular biology ∙ molecular genetics ∙ genomics ∙ immunology ∙ epigenetics ∙ metabolic studies ∙ proteomics ∙ cytopathology ∙ carcinogenesis ∙ drug discovery and delivery. Cancer Prevention: Behavioral science ∙ psychosocial studies ∙ screening ∙ nutrition ∙ epidemiology and prevention ∙ community outreach. Bioinformatics: Gene expressions profiles ∙ gene regulation networks ∙ genome bioinformatics ∙ pathwayanalysis ∙ prognostic biomarkers. Cancer Medicine publishes original research articles, systematic reviews, meta-analyses, and research methods papers, along with invited editorials and commentaries. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper.
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