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一个新的与线粒体相关的核心基因特征,用于预测 CESC 单细胞验证中的预后和评估肿瘤微环境。

A novel mitochondria-related core gene signature to predict the prognosis and evaluate tumour microenvironment in CESC single-cell validation.

机构信息

Department of Gynecology, Taizhou Municipal Hospital, Medical College of Taizhou University, Taizhou, China.

出版信息

J Cell Mol Med. 2024 Apr;28(8):e18265. doi: 10.1111/jcmm.18265.

DOI:10.1111/jcmm.18265
PMID:38534098
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10967144/
Abstract

Mitochondria and their related genes (MTRGs) are pivotal in the tumour microenvironment (TME) of cervical cancer, influencing prognosis and treatment response. This study developed a prognostic model using MTRGs to predict overall survival (OS) in cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC), aiming for personalized therapy. Analysing 14 MTRGs like ISCU and NDUFA11 through techniques such as univariate Cox regression, we found that a low mitochondrial (MT) score is associated with better survival, while a high MT score predicts poorer outcomes. The TME score, particularly influenced by CD8 T cells, also correlates with prognosis, with a high score indicating favourable outcomes. The interplay between MT and TME subtypes revealed that the best prognosis is seen in patients with a low MT and high TME score. Our findings highlight the role of MTRGs as potential biomarkers and therapeutic targets in cervical cancer, offering a novel approach to improving patient outcomes through a more nuanced understanding of mitochondrial function and immune interactions within the TME. This model presents a promising avenue for enhancing the precision of prognostic assessments in CESC.

摘要

线粒体及其相关基因(MTRGs)在宫颈癌的肿瘤微环境(TME)中起着关键作用,影响预后和治疗反应。本研究利用 MTRGs 构建了一个预测宫颈鳞状细胞癌和宫颈内膜腺癌(CESC)总生存期(OS)的预后模型,旨在实现个体化治疗。通过单变量 Cox 回归等技术分析了 ISCU 和 NDUFA11 等 14 个 MTRGs,我们发现低线粒体(MT)评分与更好的生存相关,而高 MT 评分则预示着更差的结局。TME 评分,特别是受 CD8 T 细胞的影响,也与预后相关,高评分表明预后良好。MT 和 TME 亚型之间的相互作用表明,低 MT 和高 TME 评分的患者预后最佳。我们的研究结果强调了 MTRGs 作为宫颈癌潜在生物标志物和治疗靶点的作用,通过更深入地了解线粒体功能和 TME 中的免疫相互作用,为改善患者预后提供了一种新的方法。该模型为提高 CESC 预后评估的精准性提供了一个有前途的途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/dfb593443acb/JCMM-28-e18265-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/bed4d659aab2/JCMM-28-e18265-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/ffc29be3583e/JCMM-28-e18265-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/3fef0020e73a/JCMM-28-e18265-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/28ccba9cbeac/JCMM-28-e18265-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/dfb593443acb/JCMM-28-e18265-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/bed4d659aab2/JCMM-28-e18265-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/ffc29be3583e/JCMM-28-e18265-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/3fef0020e73a/JCMM-28-e18265-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/28ccba9cbeac/JCMM-28-e18265-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f1a/10967144/dfb593443acb/JCMM-28-e18265-g004.jpg

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本文引用的文献

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Prognostic impact of lactylation-associated gene modifications in clear cell renal cell carcinoma: Insights into molecular landscape and therapeutic opportunities.透明细胞肾细胞癌中与乳糖化相关的基因修饰的预后影响:对分子景观和治疗机会的深入了解。
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COA3 overexpression promotes non-small cell lung cancer metastasis by reprogramming glucose metabolism.
COA3过表达通过重编程葡萄糖代谢促进非小细胞肺癌转移。
Am J Cancer Res. 2022 Aug 15;12(8):3662-3678. eCollection 2022.
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Ferroptosis-related gene signature predicts the prognosis of papillary thyroid carcinoma.铁死亡相关基因特征预测甲状腺乳头状癌的预后。
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Activated heme synthesis regulates glycolysis and oxidative metabolism in breast and ovarian cancer cells.激活的血红素合成调节乳腺癌和卵巢癌细胞的糖酵解和氧化代谢。
PLoS One. 2021 Nov 22;16(11):e0260400. doi: 10.1371/journal.pone.0260400. eCollection 2021.
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Caseinolytic protease P (CLPP) activated by ONC201 inhibits proliferation and promotes apoptosis in human epithelial ovarian cancer cells by inducing mitochondrial dysfunction.ONC201激活的酪蛋白水解蛋白酶P(CLPP)通过诱导线粒体功能障碍抑制人上皮性卵巢癌细胞的增殖并促进其凋亡。
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