A key genomic signature associated with lymphovascular invasion in head and neck squamous cell carcinoma

被引:22
作者
Zhang, Jian [1 ]
Lin, Huaming [2 ]
Jiang, Huali [4 ]
Jiang, Hualong [3 ]
Xie, Tao [1 ]
Wang, Baiyao [1 ]
Huang, Xiaoting [1 ]
Lin, Jie [1 ]
Xu, Anan [1 ]
Li, Rong [1 ]
Zhang, Jiexia [5 ]
Yuan, Yawei [1 ]
机构
[1] Guangzhou Med Univ, Dept Radiat Oncol, Affiliated Canc Hosp & Inst, State Key Lab Resp Dis,Guangzhou Inst Resp Dis, Guangzhou 510095, Peoples R China
[2] Maoming Peoples Hosp, Tumor Dept 1, Maoming 525000, Peoples R China
[3] Sun Yat Sen Univ, Tungwah Hosp, Dept Urol, Dongguan 523000, Peoples R China
[4] Sun Yat Sen Univ, Tungwah Hosp, Dept Cardiovasc, Dongguan 523000, Peoples R China
[5] Guangzhou Med Univ, Affiliated Hosp 1, Guangzhou Inst Resp Hlth, State Key Lab Resp Dis,Natl Clin Res Ctr Resp Dis, Guangzhou 510120, Peoples R China
关键词
Lymphovascular invasion; Head and neck squamous cell carcinoma; Hub genes; TCGA; Weighted gene co-expression network analysis; LYMPH-NODE METASTASES; ORAL-CAVITY; PROGNOSTIC-SIGNIFICANCE; PERINEURAL INVASION; HUB GENES; CANCER; IDENTIFICATION; INVOLVEMENT; PROGRESSION; FEATURES;
D O I
10.1186/s12885-020-06728-1
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundLymphovascular invasion (LOI), a key pathological feature of head and neck squamous cell carcinoma (HNSCC), is predictive of poor survival; however, the associated clinical characteristics and underlying molecular mechanisms remain largely unknown.MethodsWe performed weighted gene co-expression network analysis to construct gene co-expression networks and investigate the relationship between key modules and the LOI clinical phenotype. Functional enrichment and KEGG pathway analyses were performed with differentially expressed genes. A protein-protein interaction network was constructed using Cytoscape, and module analysis was performed using MCODE. Prognostic value, expression analysis, and survival analysis were conducted using hub genes; GEPIA and the Human Protein Atlas database were used to determine the mRNA and protein expression levels of hub genes, respectively. Multivariable Cox regression analysis was used to establish a prognostic risk formula and the areas under the receiver operating characteristic curve (AUCs) were used to evaluate prediction efficiency. Finally, potential small molecular agents that could target LOI were identified with DrugBank.ResultsTen co-expression modules in two key modules (turquoise and pink) associated with LOI were identified. Functional enrichment and KEGG pathway analysis revealed that turquoise and pink modules played significant roles in HNSCC progression. Seven hub genes (CNFN, KIF18B, KIF23, PRC1, CCNA2, DEPDC1, and TTK) in the two modules were identified and validated by survival and expression analyses, and the following prognostic risk formula was established: [risk score=EXPDEPDC1 * 0.32636+EXPCNFN * (-0.07544)]. The low-risk group showed better overall survival than the high-risk group (P<0.0001), and the AUCs for 1-, 3-, and 5-year overall survival were 0.582, 0.634, and 0.636, respectively. Eight small molecular agents, namely XL844, AT7519, AT9283, alvocidib, nelarabine, benzamidine, L-glutamine, and zinc, were identified as novel candidates for controlling LOI in HNSCC (P<0.05).ConclusionsThe two-mRNA signature (CNFN and DEPDC1) could serve as an independent biomarker to predict LOI risk and provide new insights into the mechanisms underlying LOI in HNSCC. In addition, the small molecular agents appear promising for LOI treatment.
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页数:12
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