Five-gene expression signature associated with acquired FOLFIRI resistance and survival in metastatic colorectal cancer.

IF 5.1 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Laboratory Investigation Pub Date : 2025-02-13 DOI:10.1016/j.labinv.2025.104107
Elise Pretzsch, Christiane A Peschel, Matjaz Rokavec, Lucien Torlot, Pan Li, Heiko Hermeking, Jens Werner, Frederick Klauschen, Jens Neumann, Andreas Jung, Jörg Kumbrink
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引用次数: 0

Abstract

FOLFIRI, a combination of folinic acid, 5-Fluorouracil, and Irinotecan, is one of the recommended first-line chemotherapeutic treatments for metastatic colorectal cancer (mCRC). Unfortunately, acquired FOLFIRI resistance represents a common obstacle in the treatment of mCRC 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 datasets. Three FOLFIRI resistant 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 dataset (intrinsic resistance). Relapse-free survival (RFS) associations of identified differentially expressed genes (DEGs) and potential gene signatures were investigated in eight clinical CRC datasets. No mutual genetic alterations were found in FOLFIRI resistant derivatives. Resistant cell lines displayed activation of MAPK, immune response and EMT pathways. 12 DEGs, significantly differentially expressed in at least two of the three resistant cell lines, were identified. Comparison with GSE62322 and subsequent survival analyses revealed a five-gene FOLFIRI signature comprised of CAV2, TNC, TACSTD2, SERPINE2, and PERP that was associated with RFS in multiple datasets including TCGA CRC (Hazard ratio (HR)=2.634, p=4.53x10-6), in pooled samples of all datasets (all stages (N=1981): HR=1.852, p=6.44x10-13; stage IV (N=260): HR=2.462, p=5.22x10-9). A multivariate Cox regression analysis identified the five-gene signature as an independent prognostic factor in the TCGA dataset (HR=1.89, p=0.0202). Our analyses revealed a five-gene FOLFIRI resistance signature associated with RFS that may help to predict FOLFIRI resistance and thus avoid unnecessary ineffective treatment. Signature members might also represent targets to fight FOLFIRI resistance.

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FOLFIRI 是亚叶酸、5-氟尿嘧啶和伊立替康的复方制剂,是转移性结直肠癌(mCRC)推荐的一线化疗方法之一。不幸的是,获得性 FOLFIRI 耐药性是治疗 mCRC 患者的常见障碍。因此,我们旨在通过在细胞培养模型中模拟这一问题,并随后在临床数据集中进行转化,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。通过连续 FOLFIRI 治疗建立了三个 FOLFIRI 耐药的 CRC 细胞系。在亲代细胞和耐药细胞中进行了比较突变筛选(161 个基因)和转录组学研究(通路和差异表达分析)。在临床 FOLFIRI 反应者数据集(内在抵抗)GSE62322 中进行了数据核对。在八个临床 CRC 数据集中研究了已发现的差异表达基因(DEGs)和潜在基因特征的无复发生存率(RFS)关联。在FOLFIRI耐药的衍生物中未发现相互的基因改变。耐药细胞株显示出 MAPK、免疫反应和 EMT 通路的激活。在三个耐药细胞系中,至少有两个细胞系的 12 个 DEGs 有明显差异表达。与 GSE62322 的比较以及随后的生存分析表明,由 CAV2、TNC、TACSTD2、SERPINE2 和 PERP 组成的五基因 FOLFIRI 特征与多个数据集的 RFS 相关,包括 TCGA CRC(危险比 (HR)=2.634, p=4.53x10-6)、所有数据集的集合样本(所有分期(N=1981):HR=1.852,p=6.44x10-13;IV 期(N=260):HR=2.462,p=5.22x10-9)。多变量 Cox 回归分析发现,在 TCGA 数据集中,五基因特征是一个独立的预后因素(HR=1.89,p=0.0202)。我们的分析揭示了与RFS相关的五基因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。特征成员也可能是对抗 FOLFIRI 耐药的靶点。
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来源期刊
Laboratory Investigation
Laboratory Investigation 医学-病理学
CiteScore
8.30
自引率
0.00%
发文量
125
审稿时长
2 months
期刊介绍: Laboratory Investigation is an international journal owned by the United States and Canadian Academy of Pathology. Laboratory Investigation offers prompt publication of high-quality original research in all biomedical disciplines relating to the understanding of human disease and the application of new methods to the diagnosis of disease. Both human and experimental studies are welcome.
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