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Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer

Background: Homologous recombination is an important DNA repair mechanism, which deficiency is a common feature of many cancers. Defining homologous recombination deficiency (HRD) status can provide information for treatment decisions of cancer patients. HRD score is a widely accepted method to eval...

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Autores principales: Wu, Xin, Wang, Qiong, Liu, Peifa, Sun, Linde, Wang, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709314/
https://www.ncbi.nlm.nih.gov/pubmed/36468004
http://dx.doi.org/10.3389/fgene.2022.1026871
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author Wu, Xin
Wang, Qiong
Liu, Peifa
Sun, Linde
Wang, Yu
author_facet Wu, Xin
Wang, Qiong
Liu, Peifa
Sun, Linde
Wang, Yu
author_sort Wu, Xin
collection PubMed
description Background: Homologous recombination is an important DNA repair mechanism, which deficiency is a common feature of many cancers. Defining homologous recombination deficiency (HRD) status can provide information for treatment decisions of cancer patients. HRD score is a widely accepted method to evaluate HRD status. This study aimed to explored HRD in gastric cancer (GC) patients’ clinical outcomes with genes related to HRD score and HRD components score [HRD-loss of heterozygosity (LOH), large-scale state transitions (LST), and telomeric allelic imbalance (NtAI)]. Methods: Based on LOH, NtAI scores, LST, and integrated HRD scores-related genes, a risk model for stratifying 346 TCGA GC cases were developed by Cox regression analysis and LASSO Cox regression. The risk scores of 33 cancers in TCGA were calculated to analyze the relationship between risk scores of each cancer and HRD scores and 3 HRD component scores. Relationship between the risk model and patient survival, BRCA1, BRCA2 mutation, response to Cisplatin and Talazoparib treatment was analyzed by generating Kaplan-Meier curve, mutations waterfall map and conducting Pearson correlation analysis. Results: An gene signature was constructed based on 11 HRD scores-related gene (BEX2, C1QL2, DKK1, DRC1, GLUD2, HCAR1, IGFBP1, NXPH1, PROC, SERPINA5, and SLCA1A2). Risk groups were stratified by risk score. Prognosis of the high-risk score group was worse than the low-risk ones. Risk score was associated with BRCA2 mutation, and patients grouped according to BRCA2 mutation status had distinguishable risk score, NtAI score, HRD-LOH, LST, and HRD scores. The low-score group showed higher sensitivity to Cisplatin and Talazoparib. The risk score of adrenocortical carcinoma (ACC), stomach adenocarcinoma (STAD), uterine corpus endometrial carcinoma (UCEC), kidney renal clear cell carcinoma (KIRC), sarcoma (SARC), prostate adenocarcinoma (PRAD), breast invasive carcinoma (BRCA) was significantly positively correlated with HRD score. Conclusion: We developed an 11 HRD scores-related genes risk model and revealed the potential association between HRD status and GC prognosis, gene mutations, patients’ sensitivity to therapeutic drugs.
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spelling pubmed-97093142022-12-01 Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer Wu, Xin Wang, Qiong Liu, Peifa Sun, Linde Wang, Yu Front Genet Genetics Background: Homologous recombination is an important DNA repair mechanism, which deficiency is a common feature of many cancers. Defining homologous recombination deficiency (HRD) status can provide information for treatment decisions of cancer patients. HRD score is a widely accepted method to evaluate HRD status. This study aimed to explored HRD in gastric cancer (GC) patients’ clinical outcomes with genes related to HRD score and HRD components score [HRD-loss of heterozygosity (LOH), large-scale state transitions (LST), and telomeric allelic imbalance (NtAI)]. Methods: Based on LOH, NtAI scores, LST, and integrated HRD scores-related genes, a risk model for stratifying 346 TCGA GC cases were developed by Cox regression analysis and LASSO Cox regression. The risk scores of 33 cancers in TCGA were calculated to analyze the relationship between risk scores of each cancer and HRD scores and 3 HRD component scores. Relationship between the risk model and patient survival, BRCA1, BRCA2 mutation, response to Cisplatin and Talazoparib treatment was analyzed by generating Kaplan-Meier curve, mutations waterfall map and conducting Pearson correlation analysis. Results: An gene signature was constructed based on 11 HRD scores-related gene (BEX2, C1QL2, DKK1, DRC1, GLUD2, HCAR1, IGFBP1, NXPH1, PROC, SERPINA5, and SLCA1A2). Risk groups were stratified by risk score. Prognosis of the high-risk score group was worse than the low-risk ones. Risk score was associated with BRCA2 mutation, and patients grouped according to BRCA2 mutation status had distinguishable risk score, NtAI score, HRD-LOH, LST, and HRD scores. The low-score group showed higher sensitivity to Cisplatin and Talazoparib. The risk score of adrenocortical carcinoma (ACC), stomach adenocarcinoma (STAD), uterine corpus endometrial carcinoma (UCEC), kidney renal clear cell carcinoma (KIRC), sarcoma (SARC), prostate adenocarcinoma (PRAD), breast invasive carcinoma (BRCA) was significantly positively correlated with HRD score. Conclusion: We developed an 11 HRD scores-related genes risk model and revealed the potential association between HRD status and GC prognosis, gene mutations, patients’ sensitivity to therapeutic drugs. Frontiers Media S.A. 2022-11-16 /pmc/articles/PMC9709314/ /pubmed/36468004 http://dx.doi.org/10.3389/fgene.2022.1026871 Text en Copyright © 2022 Wu, Wang, Liu, Sun and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Wu, Xin
Wang, Qiong
Liu, Peifa
Sun, Linde
Wang, Yu
Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer
title Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer
title_full Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer
title_fullStr Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer
title_full_unstemmed Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer
title_short Potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer
title_sort potential value of the homologous recombination deficiency signature we developed in the prognosis and drug sensitivity of gastric cancer
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709314/
https://www.ncbi.nlm.nih.gov/pubmed/36468004
http://dx.doi.org/10.3389/fgene.2022.1026871
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