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应激诱导蛋白激酶 CK1 Delta 的上调与肝细胞癌患者预后不良相关。

Upregulation of Stress-Induced Protein Kinase CK1 Delta is associated with a Poor Prognosis for patients with Hepatocellular Carcinoma.

机构信息

Zhaoqing First People's Hospital, Zhaoqing, China.

Department of Biomedical Sciences, University of Sassari, Sassari, Italy.

出版信息

Genet Test Mol Biomarkers. 2021 Jul;25(7):504-514. doi: 10.1089/gtmb.2020.0093.

Abstract

This study was designed to analyze the expression of CSNK1D in hepatocellular carcinoma (HCC) and investigate the relationship between the expression of CSNK1D and the prognosis of HCC patients. The CSNK1D and alpha-fetoprotein (AFP) expression levels in patients with HCC and their corresponding clinical data were downloaded from The Cancer Genome Atlas (TCGA) and sorted with a Perl program. CSNK1D and AFP expression differences in liver tissue and liver cancer were compared and analyzed, based on the online database human cancer metastasis database, the relationships between the expression levels of CSNK1D and AFP and the proliferation and metastases of HCC were explored. The immunohistochemical data obtained from the Human Protein Atlas Database further verified the differences in the expression levels of CSNK1D and AFP in liver tissues and liver cancer tissues. Through Kaplan-Meier survival analysis, the effects of CSNK1D and AFP expression levels on the prognosis of patients with HCC were investigated, and the influences of and patients' gender, age and grades of cancer cells, tumor size, the status of lymph node metastasis, distant metastasis, and tumor stage on the expression of CSNK1D were analyzed with R language. The influence of differential expressions of CSNK1D on survival time was compared and the prognostic factors influencing the survival of HCC patients were statistically explored by univariate analysis and multivariate analysis. The potential influencing mechanism of CSNK1D on the prognosis of HCC patients was explored by Gene Set Enrichment Analysis (GSEA) enrichment. The expression level of CSNK1D and AFP in cancer foci was significantly higher than that in normal tissues, However, in the same patient, the expression levels of AFP in paracarcinoma tissues and cancer tissues showed no significant difference. The expression level of CSNK1D in HCC with distant metastases was higher than that in those without metastasis, but the expression level of AFP in metastatic HCC was lower than that in those HCC without metastases. In immunohistochemical tests, CSNK1D was moderately positive in normal liver tissues, slightly positive in normal bile duct tissues, and highly positive in HCC. AFP was slightly positive in normal liver tissues and negative in HCC, but it was not detected in normal intrahepatic bile duct tissue. Survival analysis results suggested that the higher expression level of CSNK1D corresponded to the shorter survival period, whereas the expression level of AFP showed no significant influence on survival time. The expression level of CSNK1D was not correlated with gender, age, the status of lymph node metastasis status, or distant metastasis of patients. The main factors influencing the expression level of CSNK1D included tumor size, cancer cell grade, and tumor stage. The expression levels of CSNK1D in T2 and T3 were higher than that in T1. The expression levels of CSNK1D in G3 and G4 were higher than that in G1. The expression levels of CSNK1D in Stage II and Stage III were higher than that in Stage I. Univariate analysis suggested that tumor size, cell grade, distant metastasis, clinical stage, and CSNK1D expression level were the prognostic factors influencing the survival of patients. Multivariate analysis suggested that CSNK1D expression level was an independent factor influencing the prognosis of HCC patients. GSEA enrichment analysis indicated that CSNK1D mainly affected the prognosis of HCC patients through cell cycle, WNT signaling pathway, amino acid degradation metabolism, and other pathways. CSNK1D is an independent influencing factor for the prognosis of HCC patients and has the potential to be developed as a potential therapeutic target for HCC, and better than AFP in predicting the prognosis of HCC.

摘要

本研究旨在分析 CSNK1D 在肝细胞癌(HCC)中的表达,并探讨 CSNK1D 表达与 HCC 患者预后之间的关系。从癌症基因组图谱(TCGA)中下载 HCC 患者的 CSNK1D 和甲胎蛋白(AFP)表达水平,并通过 Perl 程序进行排序。基于在线数据库人类癌症转移数据库,比较和分析肝组织和肝癌中 CSNK1D 和 AFP 的表达差异,探讨 CSNK1D 和 AFP 表达水平与 HCC 增殖和转移的关系。进一步通过人类蛋白质图谱数据库获得的免疫组织化学数据验证了肝组织和肝癌组织中 CSNK1D 和 AFP 表达水平的差异。通过 Kaplan-Meier 生存分析研究 CSNK1D 和 AFP 表达水平对 HCC 患者预后的影响,并使用 R 语言分析 CSNK1D 表达与患者性别、年龄、癌细胞分级、肿瘤大小、淋巴结转移状态、远处转移、肿瘤分期等因素的关系。通过单因素分析和多因素分析比较 CSNK1D 差异表达对生存时间的影响,统计探讨影响 HCC 患者生存的预后因素。通过基因集富集分析(GSEA)富集探讨 CSNK1D 对 HCC 患者预后的潜在影响机制。

CSNK1D 和 AFP 在癌灶中的表达水平明显高于正常组织,但同一患者癌旁组织和癌组织中 AFP 的表达水平无显著差异。有远处转移的 HCC 中 CSNK1D 的表达水平高于无转移的 HCC,但转移性 HCC 中 AFP 的表达水平低于无转移性 HCC。免疫组织化学检测结果显示,CSNK1D 在正常肝组织中呈中度阳性,在正常胆管组织中呈弱阳性,在 HCC 中呈高度阳性。AFP 在正常肝组织中呈弱阳性,在 HCC 中呈阴性,但在正常肝内胆管组织中未检测到。生存分析结果表明,CSNK1D 表达水平越高,生存时间越短,而 AFP 表达水平对生存时间无显著影响。CSNK1D 表达水平与患者性别、年龄、淋巴结转移状态或远处转移无关。影响 CSNK1D 表达水平的主要因素包括肿瘤大小、癌细胞分级和肿瘤分期。T2 和 T3 期 CSNK1D 的表达水平高于 T1 期。G3 和 G4 期 CSNK1D 的表达水平高于 G1 期。II 期和 III 期 CSNK1D 的表达水平高于 I 期。单因素分析提示肿瘤大小、细胞分级、远处转移、临床分期和 CSNK1D 表达水平是影响患者生存的预后因素。多因素分析提示 CSNK1D 表达水平是影响 HCC 患者预后的独立因素。GSEA 富集分析表明,CSNK1D 主要通过细胞周期、WNT 信号通路、氨基酸降解代谢等途径影响 HCC 患者的预后。

CSNK1D 是影响 HCC 患者预后的独立影响因素,有可能成为 HCC 的潜在治疗靶点,在预测 HCC 预后方面优于 AFP。

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