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与转移性结直肠癌获得性FOLFIRI耐药及生存相关的五基因表达特征

Five-Gene Expression Signature Associated With Acquired FOLFIRI Resistance and Survival in Metastatic Colorectal Cancer.

作者信息

Pretzsch Elise, Peschel Christiane A, Rokavec Matjaz, Torlot Lucien, Li Pan, Hermeking Heiko, Werner Jens, Klauschen Frederick, Neumann Jens, Jung Andreas, Kumbrink Jörg

机构信息

Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany.

Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University Munich, Munich, Germany.

出版信息

Lab Invest. 2025 May;105(5):104107. doi: 10.1016/j.labinv.2025.104107. Epub 2025 Feb 13.

Abstract

FOLFIRI, a combination of folinic acid, 5-fluorouracil, and irinotecan, is one of the recommended first-line chemotherapeutic treatments for metastatic colorectal cancer. Unfortunately, acquired FOLFIRI resistance represents a common obstacle in the treatment of metastatic colorectal cancer patients. Thus, we aimed to identify mechanisms, gene alterations, and gene expression signatures contributing to acquired FOLFIRI resistance by mimicking this problem in a cell culture model and subsequent translation in clinical data sets. Three FOLFIRI-resistant colorectal cancer (CRC) cell lines were established by continuous FOLFIRI treatment. Comparative mutation screening (161 genes) and transcriptomics (pathway and differential expression analyses) were performed in parental and resistant cells. Data reconciliation was performed in GSE62322, a clinical FOLFIRI responder data set (intrinsic resistance). Relapse-free survival (RFS) associations of identified differentially expressed genes and potential gene signatures were investigated in 8 clinical CRC data sets. No mutual genetic alterations were found in FOLFIRI-resistant derivatives. Resistant cell lines displayed activation of mitogen-activated protein kinase, immune response, and epithelial-mesenchymal transition pathways. Twelve differentially expressed genes, significantly differentially expressed in at least 2 of the 3 resistant cell lines, were identified. Comparison with GSE62322 and subsequent survival analyses revealed a 5-gene FOLFIRI signature comprised of CAV2, TNC, TACSTD2, SERPINE2, and PERP that was associated with RFS in multiple data sets including the cancer genome atlas CRC (hazard ratio [HR] =2.634, P = 4.53 × 10), in pooled samples of all data sets (all stages [N = 1981]: HR = 1.852, P = 6.44 × 10; stage IV [N = 260]: HR = 2.462, P = 5.22 × 10). A multivariate Cox regression analysis identified the 5-gene signature as an independent prognostic factor in the cancer genome atlas data set (HR = 1.89, P = .0202). Our analyses revealed a 5-gene FOLFIRI resistance signature associated with RFS that may help predict FOLFIRI resistance and thus avoid unnecessary ineffective treatment. Signature members might also represent targets to fight FOLFIRI resistance.

摘要

FOLFIRI(亚叶酸、5-氟尿嘧啶和伊立替康的联合用药)是转移性结直肠癌推荐的一线化疗方案之一。不幸的是,获得性FOLFIRI耐药是转移性结直肠癌患者治疗中常见的障碍。因此,我们旨在通过在细胞培养模型中模拟这一问题并随后转化到临床数据集中,来确定导致获得性FOLFIRI耐药的机制、基因改变和基因表达特征。通过持续给予FOLFIRI处理建立了三株对FOLFIRI耐药的结直肠癌(CRC)细胞系。对亲本细胞和耐药细胞进行了比较突变筛查(161个基因)和转录组学分析(通路和差异表达分析)。在临床FOLFIRI反应者数据集GSE62322(内在耐药)中进行了数据核对。在8个临床CRC数据集中研究了鉴定出的差异表达基因和潜在基因特征与无复发生存期(RFS)的相关性。在FOLFIRI耐药衍生物中未发现共同的基因改变。耐药细胞系表现出丝裂原活化蛋白激酶、免疫反应和上皮-间质转化通路的激活。鉴定出12个差异表达基因,在3个耐药细胞系中的至少2个中显著差异表达。与GSE62322比较并随后进行生存分析,发现一个由CAV2、TNC、TACSTD2、SERPINE2和PERP组成的5基因FOLFIRI特征,其与多个数据集(包括癌症基因组图谱CRC)中的RFS相关(风险比[HR]=2.634,P=4.53×10),在所有数据集的汇总样本中(所有分期[N=1981]:HR=1.852,P=6.44×10;IV期[N=260]:HR=2.462,P=5.22×10)。多变量Cox回归分析确定该5基因特征在癌症基因组图谱数据集中是一个独立的预后因素(HR=1.89,P=.0202)。我们的分析揭示了一个与RFS相关的5基因FOLFIRI耐药特征,这可能有助于预测FOLFIRI耐药,从而避免不必要的无效治疗。该特征的成员也可能代表对抗FOLFIRI耐药的靶点。

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