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Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways
BACKGROUND: Immediate early response 3 (IER3) is correlated to the prognosis of several cancers, but the precise mechanisms underlying the regulation by IER3 of the occurrence and development of hepatocellular carcinoma (HCC) remain unknown. METHODS: The expression level of IER3 was examined by usin...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8918148/ https://www.ncbi.nlm.nih.gov/pubmed/35291486 http://dx.doi.org/10.7717/peerj.12944 |
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author | He, Fei-Yan Chen, Gang He, Rong-quan Huang, Zhi-Guang Li, Jian-Di Wu, Wei-Zi Chen, Ji-Tian Tang, Yu-Lu Li, Dong-Ming Pan, Shang-Ling Feng, Zhen-Bo Dang, Yi-wu |
author_facet | He, Fei-Yan Chen, Gang He, Rong-quan Huang, Zhi-Guang Li, Jian-Di Wu, Wei-Zi Chen, Ji-Tian Tang, Yu-Lu Li, Dong-Ming Pan, Shang-Ling Feng, Zhen-Bo Dang, Yi-wu |
author_sort | He, Fei-Yan |
collection | PubMed |
description | BACKGROUND: Immediate early response 3 (IER3) is correlated to the prognosis of several cancers, but the precise mechanisms underlying the regulation by IER3 of the occurrence and development of hepatocellular carcinoma (HCC) remain unknown. METHODS: The expression level of IER3 was examined by using in-house immunohistochemistry (IHC), public gene chip, and public RNA-sequencing (RNA-seq). The standardized mean difference (SMD) was calculated to compare the expression levels of IER3 between HCC patients and controls. The summary receiver operating characteristics (sROC) was plotted to comprehensively understand the discriminatory capability of IER3 between HCC and non-HCC group. The Kaplan–Meier curves and the combined hazard ratios (HRs) were used to determine the prognostic value of IER3 in HCC. Moreover, differentially expressed genes (DEGs) and co-expression genes (CEGs) were used to explored the molecular mechanisms of IER3 underlying HCC. hTFtarget was used to predict the transcription factors (TFs) of IER3. The binding site of TFs and the IER3 promoter region was forecasted using the JASPAR website. The relevant ChIP-seq data were used to determine whether TF peaks were present in the IER3 transcription initiation. RESULTS: A significantly increased expression of IER3 protein was found in HCC tissue relative to non-HCC tissue as detected by IHC (p < 0.001). Compared to 1,263 cases of non-HCC tissues, IER3 in 1483 cases of HCC tissues was upregulated (SMD = 0.42, 95% confidence interval [CI] [0.09–0.76]). The sROC showed that IER3 had a certain ability at differentiating HCC tissues (area under the curve (AUC) = 0.65, 95% CI [0.61–0.69]). Comprehensive analysis of the effect of IER3 on the prognosis of patients with HCC demonstrated that higher IER3 expression was associated with poor prognosis in HCC (HRs = 1.30, 95% CI [1.03–1.64]). Pathway enrichment analysis revealed that IER3-related genes were mostly enriched in the PI3K-Akt signaling pathway, cancer-related signaling pathways, the p53 signaling pathway, and other signaling pathways. Regulatory factor X5 (RFX5) was identified as a possible regulator of IER3-related TF. CONCLUSION: IER3 may be a potential prognostic marker for HCC. The molecular mechanisms of IER3 in HCC warrant further study. |
format | Online Article Text |
id | pubmed-8918148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89181482022-03-14 Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways He, Fei-Yan Chen, Gang He, Rong-quan Huang, Zhi-Guang Li, Jian-Di Wu, Wei-Zi Chen, Ji-Tian Tang, Yu-Lu Li, Dong-Ming Pan, Shang-Ling Feng, Zhen-Bo Dang, Yi-wu PeerJ Bioinformatics BACKGROUND: Immediate early response 3 (IER3) is correlated to the prognosis of several cancers, but the precise mechanisms underlying the regulation by IER3 of the occurrence and development of hepatocellular carcinoma (HCC) remain unknown. METHODS: The expression level of IER3 was examined by using in-house immunohistochemistry (IHC), public gene chip, and public RNA-sequencing (RNA-seq). The standardized mean difference (SMD) was calculated to compare the expression levels of IER3 between HCC patients and controls. The summary receiver operating characteristics (sROC) was plotted to comprehensively understand the discriminatory capability of IER3 between HCC and non-HCC group. The Kaplan–Meier curves and the combined hazard ratios (HRs) were used to determine the prognostic value of IER3 in HCC. Moreover, differentially expressed genes (DEGs) and co-expression genes (CEGs) were used to explored the molecular mechanisms of IER3 underlying HCC. hTFtarget was used to predict the transcription factors (TFs) of IER3. The binding site of TFs and the IER3 promoter region was forecasted using the JASPAR website. The relevant ChIP-seq data were used to determine whether TF peaks were present in the IER3 transcription initiation. RESULTS: A significantly increased expression of IER3 protein was found in HCC tissue relative to non-HCC tissue as detected by IHC (p < 0.001). Compared to 1,263 cases of non-HCC tissues, IER3 in 1483 cases of HCC tissues was upregulated (SMD = 0.42, 95% confidence interval [CI] [0.09–0.76]). The sROC showed that IER3 had a certain ability at differentiating HCC tissues (area under the curve (AUC) = 0.65, 95% CI [0.61–0.69]). Comprehensive analysis of the effect of IER3 on the prognosis of patients with HCC demonstrated that higher IER3 expression was associated with poor prognosis in HCC (HRs = 1.30, 95% CI [1.03–1.64]). Pathway enrichment analysis revealed that IER3-related genes were mostly enriched in the PI3K-Akt signaling pathway, cancer-related signaling pathways, the p53 signaling pathway, and other signaling pathways. Regulatory factor X5 (RFX5) was identified as a possible regulator of IER3-related TF. CONCLUSION: IER3 may be a potential prognostic marker for HCC. The molecular mechanisms of IER3 in HCC warrant further study. PeerJ Inc. 2022-03-10 /pmc/articles/PMC8918148/ /pubmed/35291486 http://dx.doi.org/10.7717/peerj.12944 Text en ©2022 He 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 He, Fei-Yan Chen, Gang He, Rong-quan Huang, Zhi-Guang Li, Jian-Di Wu, Wei-Zi Chen, Ji-Tian Tang, Yu-Lu Li, Dong-Ming Pan, Shang-Ling Feng, Zhen-Bo Dang, Yi-wu Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways |
title | Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways |
title_full | Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways |
title_fullStr | Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways |
title_full_unstemmed | Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways |
title_short | Expression of IER3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways |
title_sort | expression of ier3 in hepatocellular carcinoma: clinicopathology, prognosis, and potential regulatory pathways |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8918148/ https://www.ncbi.nlm.nih.gov/pubmed/35291486 http://dx.doi.org/10.7717/peerj.12944 |
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