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A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma
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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7531359/ https://www.ncbi.nlm.nih.gov/pubmed/33062428 http://dx.doi.org/10.7717/peerj.9944 |
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author | Zhou, Weige Zhang, Shijing Cai, Zheyou Gao, Fei Deng, Wenhui Wen, Yi Qiu, Zhen-wen Hou, Zheng-kun Chen, Xin-Lin |
author_facet | Zhou, Weige Zhang, Shijing Cai, Zheyou Gao, Fei Deng, Wenhui Wen, Yi Qiu, Zhen-wen Hou, Zheng-kun Chen, Xin-Lin |
author_sort | Zhou, Weige |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7531359 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75313592020-10-13 A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma Zhou, Weige Zhang, Shijing Cai, Zheyou Gao, Fei Deng, Wenhui Wen, Yi Qiu, Zhen-wen Hou, Zheng-kun Chen, Xin-Lin PeerJ Bioinformatics 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. PeerJ Inc. 2020-09-29 /pmc/articles/PMC7531359/ /pubmed/33062428 http://dx.doi.org/10.7717/peerj.9944 Text en © 2020 Zhou et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Zhou, Weige Zhang, Shijing Cai, Zheyou Gao, Fei Deng, Wenhui Wen, Yi Qiu, Zhen-wen Hou, Zheng-kun Chen, Xin-Lin A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma |
title | A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma |
title_full | A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma |
title_fullStr | A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma |
title_full_unstemmed | A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma |
title_short | A glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma |
title_sort | glycolysis-related gene pairs signature predicts prognosis in patients with hepatocellular carcinoma |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7531359/ https://www.ncbi.nlm.nih.gov/pubmed/33062428 http://dx.doi.org/10.7717/peerj.9944 |
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