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头颈部鳞状细胞癌中基质金属蛋白酶及其抑制剂的综合分析。

Comprehensive analysis of matrix metalloproteinases and their inhibitors in head and neck squamous cell carcinoma.

机构信息

Medical School of Southeast University, Nanjing, People's Republic of China.

Center of Clinical Laboratory Medicine, Zhongda Hospital, Southeast University, Nanjing, People's Republic of China.

出版信息

Acta Oncol. 2022 Apr;61(4):505-515. doi: 10.1080/0284186X.2021.2009564. Epub 2021 Dec 8.

Abstract

This study aimed to explore the association of matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinases (TIMPs) with cancer progression and prognosis in head and neck squamous cell carcinoma (HNSCC). Differentially expressed genes (DEGs) were identified by LIMMA package using R software. The correlation between the expression levels of MMPs and TIMPs in HNSCC cancer samples and adjacent normal tissue samples was performed using Pearson correlation analysis. The Kruskal-Wallis test (H-test) was used to determine the association between the expression level of MMPs/TIMPs and HNSCC clinical stage. The survival result was expressed as a KM curve, and the log-rank test was used for statistical analysis. Lasso regression and multivariate Cox regression analyses were used to examine whether the gene signature based on MMPs and TIMPs was an independent prognostic factor in patients with HNSCC. Among the top 10 most up-regulated genes in HNSCC cancer tissues when compared with normal tissues, six genes belonged to the MMPs. Spearman correlation analysis revealed that only MMP11 and MMP23B were positively correlated with tumor stage. Survival analysis showed that patients with a high expression of MMP14, MMP20, TIMP1, and TIMP4 had a worse prognosis than low expression patients. Additionally, a novel five-gene (MMP3, MMP17, MMP19, MMP24, and TIMP1) signature was constructed and significantly associated with prognosis as an independent prognostic signature. Our data show that the accuracy of a single gene of MMP or TIMP as predictors of progression and prognosis of HNSCC is limited, although some studies have proposed that MMPs act as driving factors for cancer progression. The prediction performance of the five-gene signature prediction model was much better than that of the gene signatures based on every single gene in prognosis prediction.

摘要

本研究旨在探讨基质金属蛋白酶(MMPs)和金属蛋白酶组织抑制剂(TIMPs)与头颈部鳞状细胞癌(HNSCC)的癌症进展和预后的关系。使用 R 软件中的 LIMMA 包鉴定差异表达基因(DEGs)。使用 Pearson 相关分析对头颈部鳞状细胞癌癌症样本和相邻正常组织样本中 MMPs 和 TIMPs 的表达水平进行相关性分析。Kruskal-Wallis 检验(H 检验)用于确定 MMPs/TIMPs 的表达水平与 HNSCC 临床分期之间的关系。生存结果表示为 KM 曲线,对数秩检验用于统计分析。Lasso 回归和多变量 Cox 回归分析用于检验 MMPs 和 TIMPs 基因特征是否是 HNSCC 患者的独立预后因素。与正常组织相比,HNSCC 癌症组织中上调最明显的前 10 个基因中,有 6 个基因属于 MMPs。Spearman 相关分析显示,只有 MMP11 和 MMP23B 与肿瘤分期呈正相关。生存分析显示,MMP14、MMP20、TIMP1 和 TIMP4 表达水平高的患者预后比低表达患者差。此外,构建了一个新的五基因(MMP3、MMP17、MMP19、MMP24 和 TIMP1)特征,该特征与预后显著相关,是一个独立的预后特征。我们的数据表明,单个 MMP 或 TIMP 基因作为 HNSCC 进展和预后预测因子的准确性有限,尽管一些研究提出 MMPs 作为癌症进展的驱动因素。五基因特征预测模型的预测性能在预后预测方面明显优于基于单个基因的基因特征。

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