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Study on the role and pharmacology of cuproptosis in gastric cancer

OBJECTIVE: Gastric cancer has a poor prognosis and high mortality. Cuproptosis, a novel programmed cell death, is rarely studied in gastric cancer. Studying the mechanism of cuproptosis in gastric cancer is conducive to the development of new drugs, improving the prognosis of patients and reducing t...

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Autores principales: Jiang, Lin, Liao, Junzuo, Han, Yunwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10063964/
https://www.ncbi.nlm.nih.gov/pubmed/37007099
http://dx.doi.org/10.3389/fonc.2023.1145446
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author Jiang, Lin
Liao, Junzuo
Han, Yunwei
author_facet Jiang, Lin
Liao, Junzuo
Han, Yunwei
author_sort Jiang, Lin
collection PubMed
description OBJECTIVE: Gastric cancer has a poor prognosis and high mortality. Cuproptosis, a novel programmed cell death, is rarely studied in gastric cancer. Studying the mechanism of cuproptosis in gastric cancer is conducive to the development of new drugs, improving the prognosis of patients and reducing the burden of disease. METHODS: The TCGA database was used to obtain transcriptome data from gastric cancer tissues and adjacent tissues. GSE66229 was used for external verification. Overlapping genes were obtained by crossing the genes obtained by differential analysis with those related to copper death. Eight characteristic genes were obtained by three dimensionality reduction methods: lasso, SVM, and random forest. ROC and nomogram were used to estimate the diagnostic efficacy of characteristic genes. The CIBERSORT method was used to assess immune infiltration. ConsensusClusterPlus was used for subtype classification. Discovery Studio software conducts molecular docking between drugs and target proteins. RESULTS: We have established the early diagnosis model of eight characteristic genes (ENTPD3, PDZD4, CNN1, GTPBP4, FPGS, UTP25, CENPW, and FAM111A) for gastric cancer. The results are validated by internal and external data, and the predictive power is good. The subtype classification and immune type analysis of gastric cancer samples were performed based on the consensus clustering method. We identified C2 as an immune subtype and C1 as a non-immune subtype. Small molecule drug targeting based on genes associated with cuproptosis predicts potential therapeutics for gastric cancer. Molecular docking revealed multiple forces between Dasatinib and CNN1. CONCLUSION: The candidate drug Dasatinib may be effective in treating gastric cancer by affecting the expression of the cuproptosis signature gene.
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spelling pubmed-100639642023-04-01 Study on the role and pharmacology of cuproptosis in gastric cancer Jiang, Lin Liao, Junzuo Han, Yunwei Front Oncol Oncology OBJECTIVE: Gastric cancer has a poor prognosis and high mortality. Cuproptosis, a novel programmed cell death, is rarely studied in gastric cancer. Studying the mechanism of cuproptosis in gastric cancer is conducive to the development of new drugs, improving the prognosis of patients and reducing the burden of disease. METHODS: The TCGA database was used to obtain transcriptome data from gastric cancer tissues and adjacent tissues. GSE66229 was used for external verification. Overlapping genes were obtained by crossing the genes obtained by differential analysis with those related to copper death. Eight characteristic genes were obtained by three dimensionality reduction methods: lasso, SVM, and random forest. ROC and nomogram were used to estimate the diagnostic efficacy of characteristic genes. The CIBERSORT method was used to assess immune infiltration. ConsensusClusterPlus was used for subtype classification. Discovery Studio software conducts molecular docking between drugs and target proteins. RESULTS: We have established the early diagnosis model of eight characteristic genes (ENTPD3, PDZD4, CNN1, GTPBP4, FPGS, UTP25, CENPW, and FAM111A) for gastric cancer. The results are validated by internal and external data, and the predictive power is good. The subtype classification and immune type analysis of gastric cancer samples were performed based on the consensus clustering method. We identified C2 as an immune subtype and C1 as a non-immune subtype. Small molecule drug targeting based on genes associated with cuproptosis predicts potential therapeutics for gastric cancer. Molecular docking revealed multiple forces between Dasatinib and CNN1. CONCLUSION: The candidate drug Dasatinib may be effective in treating gastric cancer by affecting the expression of the cuproptosis signature gene. Frontiers Media S.A. 2023-03-17 /pmc/articles/PMC10063964/ /pubmed/37007099 http://dx.doi.org/10.3389/fonc.2023.1145446 Text en Copyright © 2023 Jiang, Liao and Han 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 Oncology
Jiang, Lin
Liao, Junzuo
Han, Yunwei
Study on the role and pharmacology of cuproptosis in gastric cancer
title Study on the role and pharmacology of cuproptosis in gastric cancer
title_full Study on the role and pharmacology of cuproptosis in gastric cancer
title_fullStr Study on the role and pharmacology of cuproptosis in gastric cancer
title_full_unstemmed Study on the role and pharmacology of cuproptosis in gastric cancer
title_short Study on the role and pharmacology of cuproptosis in gastric cancer
title_sort study on the role and pharmacology of cuproptosis in gastric cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10063964/
https://www.ncbi.nlm.nih.gov/pubmed/37007099
http://dx.doi.org/10.3389/fonc.2023.1145446
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