Department of Otorhinolaryngology, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
Neoplasma. 2021 Nov;68(6):1212-1224. doi: 10.4149/neo_2021_210511N643. Epub 2021 Sep 28.
This study aimed to elucidate the potential genes of the matrix metalloproteinase (MMP) family, responsible for the progression of laryngeal squamous cell carcinoma (LSCC). Besides, we ascertained the changes in common malignant behaviors in vitro by knocking down MMP1. TCGA, GEO, Oncomine, and microarray data were conducted to analyze the expression levels of MMPs and to find tissue-specific genes in LSCC. Univariate and multivariate Cox regression analyses were established in the construction of a prognostic model based on expression profiles and clinical information of LSCC in TCGA. We then comprehensively analyzed survival, co-expression network, and immune infiltration based on a prognostic model by Kaplan-Meier analysis, WGCNA, and CIBERSORT. Thereafter, qRT-PCR, proliferation, Transwell, and wound-healing assays were used to assess the accuracy of the bioinformatics data. A total of seven genes in the MMP family were identified as differentially expressed genes (DEGs) by integrating three public databases and microarray data. Additionally, multivariate Cox regression was used to establish a four-gene (MMP1/3/8/10) prognostic model, which exhibited a better predictive accuracy than the TNM (tumors/nodes/metastases) based model. The prognostic model was related to plasma cells, CD8+ T cells, follicular helper T cells, resting NK cells, and M0 macrophages infiltration. The expression of MMP1, MMP3, and MMP10 was the highest in head and neck squamous cell carcinoma (HNSC) compared to other cancer in the Oncomine and GEPIA dataset. Further, MMP1 demonstrated significant upregulation in 40 paired LSCC tissues. Eventually, MMP1 downregulation inhibited cell viability, colony formation, and cell migration in TU686 and FaDu cells. Our findings suggest that the four-gene signature might be associated with the prognosis. Further, we revealed that MMP1 is a pivotal biomarker for the biotherapy and prognostic evaluation of patients with LSCC.
本研究旨在阐明基质金属蛋白酶(MMP)家族的潜在基因,这些基因与喉鳞状细胞癌(LSCC)的进展有关。此外,我们通过敲低 MMP1 确定了体外常见恶性行为的变化。通过 TCGA、GEO、Oncomine 和微阵列数据分析 MMPs 的表达水平,并在 LSCC 中寻找组织特异性基因。基于 TCGA 中 LSCC 的表达谱和临床信息,建立了单变量和多变量 Cox 回归分析,构建了一个预后模型。然后,我们通过 Kaplan-Meier 分析、WGCNA 和 CIBERSORT 对基于预后模型的生存、共表达网络和免疫浸润进行了全面分析。之后,通过 qRT-PCR、增殖、Transwell 和划痕愈合实验评估了生物信息学数据的准确性。通过整合三个公共数据库和微阵列数据,确定了 MMP 家族中的七个基因作为差异表达基因(DEGs)。此外,多变量 Cox 回归用于建立一个四基因(MMP1/3/8/10)预后模型,该模型比基于 TNM(肿瘤/淋巴结/转移)的模型具有更好的预测准确性。预后模型与浆细胞、CD8+T 细胞、滤泡辅助 T 细胞、静止 NK 细胞和 M0 巨噬细胞浸润有关。与其他癌症相比,Oncomine 和 GEPIA 数据集显示 MMP1、MMP3 和 MMP10 在头颈部鳞状细胞癌(HNSC)中的表达最高。进一步的,在 40 对 LSCC 组织中 MMP1 表现出显著上调。最终,下调 MMP1 抑制了 TU686 和 FaDu 细胞的细胞活力、集落形成和细胞迁移。我们的研究结果表明,四基因特征可能与预后有关。此外,我们揭示了 MMP1 是 LSCC 患者生物治疗和预后评估的关键生物标志物。