Dong Jia-Jia, Ying Li, Shi Ke-Qing
1Department of Ultrasonography, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang China.
2Precision Medical Center, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Cancer Cell Int. 2019 Feb 15;19:34. doi: 10.1186/s12935-019-0743-z. eCollection 2019.
The Wnt gene family members are known to participate regulating various normal and pathological processes including tumorigenesis. However, the association between Wnt ligands gene family and prognosis in hepatocellular carcinoma has not been systematically studied. Therefore, we evaluated the role of Wnt ligands gene family in hepatocellular carcinoma using publicly available data from The Cancer Genome Atlas (TCGA).
Clinical information and RNA-Seq mRNA expression data were derived from TCGA hepatocellular carcinoma cohort. Differences in overall survival (OS) and disease-free survival (DFS) between increased and decreased expression groups (defined by X-tile analyses) of Wnt ligands gene family were compared using Kaplan-Meier method and Cox regression model, with p-values calculated via log-rank test. Gene Set Enrichment Analysis (GSEA) was performed.
Multivariate analysis adjusted for patient age, sex, BMI, tumor grade, and TMN stage revealed that Wnt1, Wnt3 and Wnt5B expressions were independent prognostic factors for OS and DFS (OS: HR = 0.58, P = 0.006; HR = 0.65, P = 0.03; HR = 0.56, P = 0.023, respectively; DFS: HR = 0.52, P < 0.001; HR = 1.93, P = 0.003; HR = 0.59, P = 0.011, respectively). Furthermore, expression of Wnt1 and Wnt5B was significantly associated with TMN stage (P = 0.02 and P = 0.03 for OS; P = 0.02 and P = 0.02 for DFS). GSEA showed that nucleotide excision repair was differentially enriched in Wnt1 low expression phenotype and aminoacyl trna biosynthesis and basal transcription factors were differentially enriched in Wnt5B low expression phenotype.
Our results identified associations of several Wnt ligands with prognosis of HCC patients, indicating that these genes could serve as prognostic biomarkers of HCC.
已知Wnt基因家族成员参与调节包括肿瘤发生在内的各种正常和病理过程。然而,Wnt配体基因家族与肝细胞癌预后之间的关联尚未得到系统研究。因此,我们使用来自癌症基因组图谱(TCGA)的公开数据评估了Wnt配体基因家族在肝细胞癌中的作用。
临床信息和RNA测序mRNA表达数据来自TCGA肝细胞癌队列。使用Kaplan-Meier方法和Cox回归模型比较Wnt配体基因家族表达增加和减少组(由X-tile分析定义)之间的总生存期(OS)和无病生存期(DFS)差异,通过对数秩检验计算p值。进行基因集富集分析(GSEA)。
对患者年龄、性别、BMI、肿瘤分级和TMN分期进行多变量分析显示,Wnt1、Wnt3和Wnt5B表达是OS和DFS的独立预后因素(OS:HR = 0.58,P = 0.006;HR = 0.65,P = 0.03;HR = 0.56,P = 0.023;DFS:HR = 0.52,P < 0.001;HR = 1.93,P = 0.003;HR =