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基质金属蛋白酶14(MMP14)的过表达与结肠癌的不良预后及免疫细胞浸润相关。

Overexpression of MMP14 is associated with poor prognosis and immune cell infiltration in colon cancer.

作者信息

Li Na, Zhang Nan, Wang Guanghui

机构信息

Department of Clinical Laboratory, The First Affiliated Hospital of Xi'an Jiao Tong University, Xi'an, Shaanxi, China.

Department of General Surgery, The First Affiliated Hospital of Xi'an Jiao Tong University, Xi'an, Shaanxi, China.

出版信息

Front Oncol. 2025 Apr 25;15:1564375. doi: 10.3389/fonc.2025.1564375. eCollection 2025.

Abstract

INTRODUCTION

Colorectal cancer (CRC) poses a significant risk of recurrence and distant metastases. This study investigated the regulatory role of Matrix metalloproteinase-14 () in immune function and its impact on CRC prognosis.

METHODS

we performed transcriptome sequencing on tumor and adjacent non-cancerous samples from four pairs of patients diagnosed with colorectal cancer. Single-cell transcriptome data were analyzed to explore MMP14 expression and immune microenvironment changes. mRNA expression profiles and clinical data were retrieved from public databases (TCGA and GEO). The association between MMP14 and pathways as well as immune regulators was analyzed. Co-expression genes of MMP14 relevant to prognosis were identified. A prognostic model was then constructed. MMP14 expression was examined using real-time fluorescence quantification PCR (qRT-PCR) and Western blotting (WB). Immunofluorescence was utilized to demonstrate MMP14 expression in colon cancer tissues, while Hematoxylin and eosin (HE) staining was employed to observe the histology of normal tissue and colon cancer tissue.

RESULTS

Machine learning identified MMP14 as a candidate gene. MMP14 was overexpressed in CRC tissues and COLO205 cells. Single-cell transcriptome analysis revealed that MMP14 was highly expressed in fibrocyte cells within the liver metastasis group. Increased MMP14 levels correlated with poor overall survival (OS), progression-free survival (PFS), and advanced TNM stages. Functional assays indicated that silencing MMP14 in COLO205 cells enhanced apoptosis and upregulated the expression of the immune-related cytokine IL-1β. Furthermore, MMP14 exhibited significant correlations with immunomodulators, particularly immunostimulants and immunosuppressants, and was associated with immune cell infiltration within tumor tissues. Additionally, by utilizing co-expressed genes of MMP14 and conducting Cox regression analysis, we developed a risk prediction model comprising three genes (LIMK1, SPOCK3, SLC2A3). The risk scores derived from this model were found to correlate with OS and PFS.

DISCUSSION

MMP14 plays a crucial role in CRC progression. Its overexpression is related to poor prognosis and immune cell infiltration. The prognostic model based on MMP14 co-expression genes may help predict CRC prognosis. However, further studies are needed to validate these findings, such as more and experiments. In conclusion, MMP14 can serve as a biomarker for evaluating CRC prognosis and immune cell infiltration.

摘要

引言

结直肠癌(CRC)存在显著的复发和远处转移风险。本研究调查了基质金属蛋白酶-14(MMP14)在免疫功能中的调节作用及其对CRC预后的影响。

方法

我们对四对诊断为结直肠癌的患者的肿瘤和相邻非癌样本进行了转录组测序。分析单细胞转录组数据以探索MMP14表达和免疫微环境变化。从公共数据库(TCGA和GEO)检索mRNA表达谱和临床数据。分析MMP14与信号通路以及免疫调节因子之间的关联。鉴定与预后相关的MMP14共表达基因。然后构建一个预后模型。使用实时荧光定量PCR(qRT-PCR)和蛋白质免疫印迹法(WB)检测MMP14表达。利用免疫荧光法证明MMP14在结肠癌组织中的表达,同时采用苏木精和伊红(HE)染色观察正常组织和结肠癌组织的组织学。

结果

机器学习将MMP14鉴定为一个候选基因。MMP14在CRC组织和COLO205细胞中过表达。单细胞转录组分析显示,MMP14在肝转移组的成纤维细胞中高表达。MMP14水平升高与总生存期(OS)、无进展生存期(PFS)差以及TNM分期晚期相关。功能试验表明,在COLO205细胞中沉默MMP14可增强细胞凋亡并上调免疫相关细胞因子IL-1β的表达。此外,MMP14与免疫调节因子,特别是免疫刺激剂和免疫抑制剂表现出显著相关性,并与肿瘤组织内的免疫细胞浸润有关。另外,通过利用MMP14的共表达基因并进行Cox回归分析,我们开发了一个由三个基因(LIMK1、SPOCK3、SLC2A3)组成的风险预测模型。发现该模型得出的风险评分与OS和PFS相关。

讨论

MMP14在CRC进展中起关键作用。其过表达与预后不良和免疫细胞浸润有关。基于MMP14共表达基因的预后模型可能有助于预测CRC预后。然而,需要进一步研究来验证这些发现,例如更多的体内和体外实验。总之,MMP14可作为评估CRC预后和免疫细胞浸润的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffcf/12062125/9f12f361c9bd/fonc-15-1564375-g001.jpg

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