Cargando…

Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma

The combination of a PD-L1 inhibitor and an anti-angiogenic agent has become the new reference standard in the first-line treatment of non-excisable hepatocellular carcinoma (HCC) due to the survival advantage, but its objective response rate remains low at 36%. Evidence shows that PD-L1 inhibitor r...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, Mohan, Yang, Sijun, Tai, William Chi Shing, Zhang, Lingfeng, Zhou, Yinuo, Cho, William Chi Shing, Chan, Lawrence Wing Chi, Wong, Sze Chuen Cesar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10218698/
https://www.ncbi.nlm.nih.gov/pubmed/37240068
http://dx.doi.org/10.3390/ijms24108720
_version_ 1785048835639214080
author Huang, Mohan
Yang, Sijun
Tai, William Chi Shing
Zhang, Lingfeng
Zhou, Yinuo
Cho, William Chi Shing
Chan, Lawrence Wing Chi
Wong, Sze Chuen Cesar
author_facet Huang, Mohan
Yang, Sijun
Tai, William Chi Shing
Zhang, Lingfeng
Zhou, Yinuo
Cho, William Chi Shing
Chan, Lawrence Wing Chi
Wong, Sze Chuen Cesar
author_sort Huang, Mohan
collection PubMed
description The combination of a PD-L1 inhibitor and an anti-angiogenic agent has become the new reference standard in the first-line treatment of non-excisable hepatocellular carcinoma (HCC) due to the survival advantage, but its objective response rate remains low at 36%. Evidence shows that PD-L1 inhibitor resistance is attributed to hypoxic tumor microenvironment. In this study, we performed bioinformatics analysis to identify genes and the underlying mechanisms that improve the efficacy of PD-L1 inhibition. Two public datasets of gene expression profiles, (1) HCC tumor versus adjacent normal tissue (N = 214) and (2) normoxia versus anoxia of HepG2 cells (N = 6), were collected from Gene Expression Omnibus (GEO) database. We identified HCC-signature and hypoxia-related genes, using differential expression analysis, and their 52 overlapping genes. Of these 52 genes, 14 PD-L1 regulator genes were further identified through the multiple regression analysis of TCGA-LIHC dataset (N = 371), and 10 hub genes were indicated in the protein–protein interaction (PPI) network. It was found that POLE2, GABARAPL1, PIK3R1, NDC80, and TPX2 play critical roles in the response and overall survival in cancer patients under PD-L1 inhibitor treatment. Our study provides new insights and potential biomarkers to enhance the immunotherapeutic role of PD-L1 inhibitors in HCC, which can help in exploring new therapeutic strategies.
format Online
Article
Text
id pubmed-10218698
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-102186982023-05-27 Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma Huang, Mohan Yang, Sijun Tai, William Chi Shing Zhang, Lingfeng Zhou, Yinuo Cho, William Chi Shing Chan, Lawrence Wing Chi Wong, Sze Chuen Cesar Int J Mol Sci Article The combination of a PD-L1 inhibitor and an anti-angiogenic agent has become the new reference standard in the first-line treatment of non-excisable hepatocellular carcinoma (HCC) due to the survival advantage, but its objective response rate remains low at 36%. Evidence shows that PD-L1 inhibitor resistance is attributed to hypoxic tumor microenvironment. In this study, we performed bioinformatics analysis to identify genes and the underlying mechanisms that improve the efficacy of PD-L1 inhibition. Two public datasets of gene expression profiles, (1) HCC tumor versus adjacent normal tissue (N = 214) and (2) normoxia versus anoxia of HepG2 cells (N = 6), were collected from Gene Expression Omnibus (GEO) database. We identified HCC-signature and hypoxia-related genes, using differential expression analysis, and their 52 overlapping genes. Of these 52 genes, 14 PD-L1 regulator genes were further identified through the multiple regression analysis of TCGA-LIHC dataset (N = 371), and 10 hub genes were indicated in the protein–protein interaction (PPI) network. It was found that POLE2, GABARAPL1, PIK3R1, NDC80, and TPX2 play critical roles in the response and overall survival in cancer patients under PD-L1 inhibitor treatment. Our study provides new insights and potential biomarkers to enhance the immunotherapeutic role of PD-L1 inhibitors in HCC, which can help in exploring new therapeutic strategies. MDPI 2023-05-13 /pmc/articles/PMC10218698/ /pubmed/37240068 http://dx.doi.org/10.3390/ijms24108720 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Huang, Mohan
Yang, Sijun
Tai, William Chi Shing
Zhang, Lingfeng
Zhou, Yinuo
Cho, William Chi Shing
Chan, Lawrence Wing Chi
Wong, Sze Chuen Cesar
Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma
title Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma
title_full Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma
title_fullStr Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma
title_full_unstemmed Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma
title_short Bioinformatics Identification of Regulatory Genes and Mechanism Related to Hypoxia-Induced PD-L1 Inhibitor Resistance in Hepatocellular Carcinoma
title_sort bioinformatics identification of regulatory genes and mechanism related to hypoxia-induced pd-l1 inhibitor resistance in hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10218698/
https://www.ncbi.nlm.nih.gov/pubmed/37240068
http://dx.doi.org/10.3390/ijms24108720
work_keys_str_mv AT huangmohan bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma
AT yangsijun bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma
AT taiwilliamchishing bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma
AT zhanglingfeng bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma
AT zhouyinuo bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma
AT chowilliamchishing bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma
AT chanlawrencewingchi bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma
AT wongszechuencesar bioinformaticsidentificationofregulatorygenesandmechanismrelatedtohypoxiainducedpdl1inhibitorresistanceinhepatocellularcarcinoma