鉴定与自噬和大吞噬细胞相关的预后特征,以预测胃癌的预后和治疗反应。

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Accounts of Chemical Research Pub Date : 2024-10-01 Epub Date: 2024-08-16 DOI:10.1007/s13258-024-01557-z
Yuhua Shi, Aifeng Qiu, Hengfeng Cui, Heng Lv, Lei Zhou
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引用次数: 0

摘要

背景:传统的液体活检标记物对胃癌的阳性率和准确率较低。随着测序技术的快速发展,科学家们发现了这一领域前景广阔的研究途径。自噬和大吞噬利用不同的途径和机制为肿瘤生长提供资源和燃料。然而,它们之间潜在的相互作用为发现新型肿瘤生物标志物提供了一条尚未开发的途径:目的:基于自噬和微吞噬相关基因开发一种创新的预后特征,以预测胃癌患者的预后和治疗反应。此外,还要验证该特征对预后的影响,并阐明代表性分子在胃癌中的作用:为了构建和验证胃癌预后特征,研究人员根据从 TCGA 和 GEO 数据库中检索到的胃癌患者的测序和临床数据,采用了 COX 回归、LASSO 回归、生存分析、ROC 曲线和提名图等生物信息学方法。采用GSEA功能富集分析预测其生物学功能。同时,利用 qRT-PCR 和 Western 印迹实验来量化 mRNA 和蛋白质的表达水平。此外,还利用 EdU 试验和菌落形成试验检测细胞增殖能力,利用 Transwell 试验评估胃癌细胞的迁移和侵袭能力:结果:通过一致性聚类和单变量 COX 分析,确定了参与自噬和大吞噬作用的潜在预后基因。根据这些基因,构建了一个 9 基因特征,该特征在预测胃癌患者的生存期、免疫治疗反应和化疗药物耐受性方面具有很高的准确性。此外,对胃癌组织样本进行的 qRT-PCR 分析表明,该特征中的代表性基因在胃癌中异常过表达,其中最显著的分子是 MATN3,它通过积极调控癌细胞的增殖、迁移和侵袭能力,对癌细胞具有显著的致癌作用:结论:我们新创建的预后特征具有作为胃癌生物标志物的巨大潜力,而 MATN3 则被确定为胃癌的致癌因子。结论:我们新创建的预后特征具有作为胃癌生物标志物的巨大潜力,而 MATN3 则被确定为胃癌的致癌因子,这为提高胃癌的诊断和治疗水平提供了新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Identification of an autophagy- and macropinocytosis-related prognostic signature for the prediction of prognosis and therapeutic response in gastric cancer.

Identification of an autophagy- and macropinocytosis-related prognostic signature for the prediction of prognosis and therapeutic response in gastric cancer.

Background: Traditional liquid biopsy markers show a low rate of positivity and accurate in gastric cancer. With the rapid advancement of sequencing technology, scientists have identified promising research avenues in this field. Autophagy and macropinocytosis utilize diverse pathways and mechanisms to supply resources and fuel for tumor growth. Nonetheless, their potential interplay introduces an untapped avenue for the discovery of novel tumor biomarkers.

Objective: To develop an innovative prognostic signature based on autophagy- and micropinocytosis-related genes, with the aim to predict the outcome and therapeutic response of gastric cancer patients. Additionally, to validate the prognostic impact of this signature, and elucidate the role of representative molecules in gastric cancer.

Methods: To construct and validate a prognostic signature for gastric cancer, bioinformatics methods such as COX regression, LASSO regression, survival analysis, ROC curve, and nomogram were utilized based on the sequencing and clinical data of gastric cancer patients retrieved from the TCGA and GEO databases. GSEA functional enrichment analyses were employed to predict the biological functions. Meanwhile, qRT-PCR and Western blot experiments were utilized to quantify the mRNA and protein expression levels. Furthermore, the EdU assay and colony formation assay were utilized to examine the cell proliferation ability while the Transwell assays were conducted to assess the migration and invasion abilities of gastric cancer cells.

Results: Through consistency clustering and univariate COX analyses, potential prognostic genes involved in both autophagy and macropinocytosis were identified. Based on these genes, a 9-gene signature was constructed, which demonstrated high accuracy in predicting gastric cancer patients' survival period, immunotherapeutic response, and chemotherapy drug tolerance. Furthermore, qRT-PCR analyses of gastric cancer tissue samples showed that the representative genes of this signature were aberrantly overexpressed in gastric cancer, with MATN3, as the most notable molecule, exhibiting significant carcinogenic effects on cancer cells by actively regulating their proliferation, migration, and invasion abilities.

Conclusion: Our newly created prognostic signature possesses significant potential as a biomarker for gastric cancer, while MATN3 is identified as an oncogenic factor in gastric cancer. This brings to light new perspectives, which can contribute to enhancing the diagnosis and treatment of gastric cancer.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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