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识别与胰腺癌免疫微环境和综合治疗反应相关的基底膜相关预后模型:整合生物信息学分析与临床验证

英文原题:Identification of basement membrane-related prognostic model associated with the immune microenvironment and synthetic therapy response in pancreatic cancer: integrated bioinformatics analysis and clinical validation.

查看英文原题

Identification of basement membrane-related prognostic model associated with the immune microenvironment and synthetic therapy response in pancreatic cancer: integrated bioinformatics analysis and clinical validation.

PubMed 2024/10/14(内容时间) J Cancer Q2 · IF 3.4(JCR 2025)

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中文摘要

胰腺癌(PC)是一种常见且高度恶性的肿瘤。基底膜(BM)由细胞外基质大分子交联形成,作为阻止肿瘤细胞转移的屏障。然而,BM在PC预后、免疫浸润和治疗中的作用仍不清楚。

本研究通过TCGA、GEO和ICGC数据库收集了PC的转录组和临床生存数据。从大连医科大学附属第一医院获取PC患者(PCs)作为临床验证队列。从GeneCards和basement membraneBASE数据库获取BM相关基因(BMRGs)。共鉴定出46个差异表达的BMRGs。随后构建并验证了BM相关预后模型(包括DSG3、MET和PLAU)。BM相关评分低的PCs预后更好,且更可能从奥沙利铂、伊立替康和KRAS(G12C) inhibitor-12以及免疫治疗中获益。免疫分析显示,BM相关评分与中性粒细胞、癌相关成纤维细胞和巨噬细胞浸润呈正相关,但与CD8+ T细胞、NK细胞和B细胞浸润呈负相关。临床队列中的PCs进一步验证了BM相关模型能够准确预测PCs的预后。DSG3、MET和PLAU在PC组织中显著上调,并与不良预后相关。体外实验表明,DSG3敲低显著抑制了PC细胞的增殖、迁移和侵袭。分子对接表明,表没食子儿茶素没食子酸酯与DSG3、MET和PLAU具有较强的结合活性,可能作为PC的潜在治疗药物。

总之,本研究开发了一个与PC预后、免疫浸润和治疗相关的BM相关模型,为PC分层和药物干预提供了新的见解。

展开英文摘要原文

Pancreatic cancer (PC) is a common and highly malignant tumor. Basement membrane (BM) is formed by the crosslinking of extracellular matrix macromolecules and acts as a barrier against tumor cell metastasis.

However, the role of BM in PC prognosis, immune infiltration, and treatment remains unclear.

This study collected transcriptome and clinical survival data of PC via TCGA, GEO, and ICGC databases. PC patients (PCs) from the First Affiliated Hospital of Dalian Medical University were obtained as the clinical validation cohort. BM-related genes (BMRGs) were acquired from GeneCards and basement membraneBASE databases. A total of 46 differential-expressed BMRGs were identified. Then the BM-related prognostic model (including DSG3, MET, and PLAU) was built and validated. PCs with a low BM-related score had a better outcome and were more likely to benefit from oxaliplatin, irinotecan, and KRAS(G12C) inhibitor-12, and immunotherapy.

Immune analysis revealed that BM-related score was positively correlated with neutrophils, cancer-associated fibroblasts, and macrophages infiltration, but negatively correlated with CD8+ T cells, NK cells, and B cells infiltration. PCs from the clinical cohort further verified that BM-related model could accurately predict PCs' outcomes.

DSG3, MET, and PLAU were notably up-regulated within PC tissues and linked to a poor prognosis. In vitro experiments showed that DSG3 knockdown markedly suppressed the proliferation, migration, and invasion of PC cells. Molecular docking indicated that epigallocatechin gallate had a strong binding activity with DSG3, MET, and PLAU and may be used as a potential therapeutic agent for PC.

In conclusion, this study developed a BM-related model associated with PC prognosis, immune infiltration, and treatment, which provided new insights into PC stratification and drug intervention.

论文信息

作者
Zhang B、Chen X、Song H、Gao X、Ma S、Ji H、Qu H、Xia S
单位
Pancreas & Biliary Center, Department of General Surgery, Clinical Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China.China
期刊
Journal of Cancer2024
原文标识
PubMed 39513120 · DOI 10.7150/jca.100891