Background: The high degree of heterogeneity of hepatocellular carcinoma (HCC) imposes a significant challenge to predict the prognosis. Currently, increasing evidence has indicated that cell cycle-linked genes are strongly linked to occurrence and progress of HCC. Herein, we purposed to create a prediction model on the basis of cell cycle-linked genes. Methods: The transcriptome along with clinicopathological data abstracted from The Cancer Genome Atlas (TCGA) were used as a training cohort. Lasso regression analysis was employed to create a prediction model in TCGA cohort. The data of samples obtained from the International Cancer Genome Consortium (ICGC) data resource were applied in the verification of the model. A series of bioinformatics analyzed the relationship of the risk signature with overall survival (OS), biological function, and clinicopathological features. Results: Six cell cycle-linked genes (PLK1, CDC20, HSP90AA1, CHEK1, HDAC1, and NDC80) were chosen to create the prognostic model, demonstrating a good prognostic capacity. Further analyses indicated that the model could independently assess the OS of HCC patients. A single-sample gene set enrichment analysis (ssGSEA) indicated that the risk signature was remarkably linked to immune status. Additionally, there was a remarkable association of the risk signature with TP53 mutation frequency, as well as immune checkpoint molecule expression levels. Conclusions: We created a prediction model using six cell cycle-linked genes to predict HCC prognosis. The six genes are expected to be novel markers for HCC diagnosis, as well as treatment.
基金:
We thank Home for Researchers editorial team (www.
home-for-researchers.com) for editing this manuscript.
Funding: Beijing Hospitals Authority Youth Programme
(QMS20200803 to CZ); National Natural Science
Foundation of China (No. 81800483).
第一作者机构:[1]Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China
通讯作者:
通讯机构:[1]Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China[*1]General Surgery,Xuanwu Hospital, Capital Medical University, No. 45, Changchun Street, Xicheng District, Beijing, China
推荐引用方式(GB/T 7714):
Wang Jukun,Li Yu,Zhang Chao,et al.Characterization of diagnostic and prognostic significance of cell cycle-linked genes in hepatocellular carcinoma[J].TRANSLATIONAL CANCER RESEARCH.2021,10(11):4636-4651.doi:10.21037/tcr-21-1145.
APA:
Wang, Jukun,Li, Yu,Zhang, Chao,Chen, Ian,Zhu, Linzhong&Luo, Tao.(2021).Characterization of diagnostic and prognostic significance of cell cycle-linked genes in hepatocellular carcinoma.TRANSLATIONAL CANCER RESEARCH,10,(11)
MLA:
Wang, Jukun,et al."Characterization of diagnostic and prognostic significance of cell cycle-linked genes in hepatocellular carcinoma".TRANSLATIONAL CANCER RESEARCH 10..11(2021):4636-4651