A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma

被引:28
作者
Zhou, Weige [1 ]
Zhang, Shijing [1 ]
Cai, Zheyou [1 ]
Gao, Fei [2 ]
Deng, Wenhui [3 ]
Wen, Yi [4 ]
Qiu, Zhen-wen [4 ]
Hou, Zheng-kun [4 ]
Chen, Xin-Lin [1 ]
机构
[1] Guangzhou Univ Chinese Med, Sch Basic Med Sci, Guangzhou, Peoples R China
[2] Sun Yat Sen Univ, Dept Minimally Invas & Intervent Radiol, Canc Ctr, Guangzhou, Peoples R China
[3] Guangzhou Univ Chinese Med, Affiliated Hosp 4, Shenzhen, Peoples R China
[4] Guangzhou Univ Chinese Med, Affiliated Hosp 1, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
Glycolysis; Hepatocellular carcinoma; GRGPs signature; Prognosis; mRNAs; GLYPICAN-1; EXPRESSION; POOR-PROGNOSIS; BIOMARKER; GLYCOGEN; HYPOGLYCEMIA; METASTASIS; METABOLISM; DISEASE;
D O I
10.7717/peerj.9944
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Hepatocellular carcinoma (HCC) is one of the most universal malignant liver tumors worldwide. However, there were no systematic studies to establish glycolysis-related gene pairs (GRGPs) signatures for the patients with HCC. Therefore, the study aimed to establish novel GRGPs signatures to better predict the prognosis of HCC. Methods: Based on the data from Gene Expression Omnibus, The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium databases, glycolysis-related mRNAs were used to construct GRGPs. Cox regression was applied to establish a seventeen GRGPs signature in TCGA dataset, which was verified in two validation (European and American, and Asian) datasets. Results: Seventeen prognostic GRGPs (HMMR_PFKFB1, CHST1_GYS2, MERTK_GYS2, GPC1_GYS2, LDHA_GOT2, IDUA_GNPDA1, IDUA_ME2, IDUA_G6PD, IDUA_GPC1, MPI_GPC1, SDC2_LDHA, PRPS1_PLOD2, GALK1_IER3, MET_PLOD2, GUSB_IGFBP3, IL13RA1_IGFBP3 and CYB5A_IGFBP3) were identified to be significantly progressive factors for the patients with HCC in the TCGA dataset, which constituted a GRGPs signature. The patients with HCC were classified into low-risk group and high-risk group based on the GRGPs signature. The GRGPs signature was a significantly independent prognostic indicator for the patients with HCC in TCGA (log-rank P = 2.898e-14). Consistent with the TCGA dataset, the patients in low-risk group had a longer OS in two validation datasets (European and American: P = 1.143e-02, and Asian: P = 6.342e-08). Additionally, the GRGPs signature was also validated as a significantly independent prognostic indicator in two validation datasets. Conclusion: The seventeen GRGPs and their signature might be molecular biomarkers and therapeutic targets for the patients with HCC.
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页数:18
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