Open Access
Open access
volume Volume 8 pages 997-1021

Regulation Network and Prognostic Significance of Aldo-Keto Reductase (AKR) Superfamily Genes in Hepatocellular Carcinoma

Tian-Xing Dai 1
LinSen Ye 1
Haoyuan Yu 1
Kun Li 1
Jing Li 2
Rongqiang Liu 3
Xu Lu 1
Mingbin Deng 1
Rong Li 1
Wei Liu 1
Yang Yang 4
Guoying Wang 3
Publication typeJournal Article
Publication date2021-08-30
scimago Q2
wos Q2
SJR0.734
CiteScore2.0
Impact factor3.4
ISSN22535969
PubMed ID:  34513744
General Medicine
Abstract
The aldo-keto reductase (AKR) superfamily members have been proposed with multiple roles in various tumors. Here, a comprehensive analysis on the integral role of AKR genes was conducted to evaluate the expression profile, regulation network, and prognostic significance in hepatocellular carcinoma (HCC).Transcriptome datasets of HCC were obtained from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus. Univariate and multivariate Cox regression analyses were used to build a novel risk score model, and then were further used to identify independent prognostic factors for overall survival (OS) of HCC. A prognostic nomogram was developed and validated. The expression of these critical AKR members was also evaluated by quantitative real-time polymerase chain reaction and immunohistochemistry in HCC specimens.Eight differentially expressed AKR genes were identified in HCC. The dysregulation of most AKR genes was negatively correlated with DNA methylation, and a regulation network with transcription factors (TFs) was also established. Then, three critical AKR genes (AKR1B10, AKR1D1, and AKR7A3) were screened out to build a novel risk score model. Worse OS was observed in high-risk patients. Besides, a prognostic nomogram based on the model was further established and validated in both the TCGA and GSE14520 cohorts, which showed superior performance in predicting the OS of HCC patients. Notably, close correlations were identified between the risk score and tumor immune microenvironment, somatic mutation profiles, and drug susceptibilities of HCC. Finally, the upregulated AKR1B10 and downregulated AKR1D1 and AKR7A3 were further verified in HCC tumor and adjacent tissues from our institution.The dysregulated AKR genes could be mediated by DNA methylation and TFs in HCC. The risk model established with superior prognostic performance further suggested the significant role of AKR genes involved in the progression of HCC.
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GOST Copy
Dai T. et al. Regulation Network and Prognostic Significance of Aldo-Keto Reductase (AKR) Superfamily Genes in Hepatocellular Carcinoma // Journal of Hepatocellular Carcinoma. 2021. Vol. Volume 8. pp. 997-1021.
GOST all authors (up to 50) Copy
Dai T., Ye L., Yu H., Li K., Li J., Liu R., Lu X., Deng M., Li R., Liu W., Yang Y., Wang G. Regulation Network and Prognostic Significance of Aldo-Keto Reductase (AKR) Superfamily Genes in Hepatocellular Carcinoma // Journal of Hepatocellular Carcinoma. 2021. Vol. Volume 8. pp. 997-1021.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.2147/jhc.s323743
UR - https://doi.org/10.2147/jhc.s323743
TI - Regulation Network and Prognostic Significance of Aldo-Keto Reductase (AKR) Superfamily Genes in Hepatocellular Carcinoma
T2 - Journal of Hepatocellular Carcinoma
AU - Dai, Tian-Xing
AU - Ye, LinSen
AU - Yu, Haoyuan
AU - Li, Kun
AU - Li, Jing
AU - Liu, Rongqiang
AU - Lu, Xu
AU - Deng, Mingbin
AU - Li, Rong
AU - Liu, Wei
AU - Yang, Yang
AU - Wang, Guoying
PY - 2021
DA - 2021/08/30
PB - Taylor & Francis
SP - 997-1021
VL - Volume 8
PMID - 34513744
SN - 2253-5969
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2021_Dai,
author = {Tian-Xing Dai and LinSen Ye and Haoyuan Yu and Kun Li and Jing Li and Rongqiang Liu and Xu Lu and Mingbin Deng and Rong Li and Wei Liu and Yang Yang and Guoying Wang},
title = {Regulation Network and Prognostic Significance of Aldo-Keto Reductase (AKR) Superfamily Genes in Hepatocellular Carcinoma},
journal = {Journal of Hepatocellular Carcinoma},
year = {2021},
volume = {Volume 8},
publisher = {Taylor & Francis},
month = {aug},
url = {https://doi.org/10.2147/jhc.s323743},
pages = {997--1021},
doi = {10.2147/jhc.s323743}
}