Cargando…
The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer
The tumour microenvironment (TME) is vital to tumour development and influences the immunotherapy response. Abnormal nucleotide metabolism (NM) not only promotes tumour cell proliferation but also inhibits immune responses in the TME. Therefore, this study aimed to determine whether the combined sig...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126105/ https://www.ncbi.nlm.nih.gov/pubmed/37095256 http://dx.doi.org/10.1038/s41598-023-33213-z |
_version_ | 1785030165824274432 |
---|---|
author | Liu, Jifeng Zhong, Lei Deng, Dawei Zhang, Yunshu Yuan, Qihang Shang, Dong |
author_facet | Liu, Jifeng Zhong, Lei Deng, Dawei Zhang, Yunshu Yuan, Qihang Shang, Dong |
author_sort | Liu, Jifeng |
collection | PubMed |
description | The tumour microenvironment (TME) is vital to tumour development and influences the immunotherapy response. Abnormal nucleotide metabolism (NM) not only promotes tumour cell proliferation but also inhibits immune responses in the TME. Therefore, this study aimed to determine whether the combined signatures of NM and the TME could better predict the prognosis and treatment response in gastric cancer (GC). 97 NM-related genes and 22 TME cells were evaluated in TCGA-STAD samples, and predictive NM and TME characteristics were determined. Subsequent correlation analysis and single-cell data analysis illustrated a link between NM scores and TME cells. Thereafter, NM and TME characteristics were combined to construct an NM-TME classifier. Patients in the NMlow/TMEhigh group exhibited better clinical outcomes and treatment responses, which could be attributed to the differences in immune cell infiltration, immune checkpoint genes, tumour somatic mutations, immunophenoscore, immunotherapy response rate and proteomap. Additionally, the NMhigh/TMElow group benefited more from Imatinib, Midostaurin and Linsitinib, while patients in the NMlow/TMEhigh group benefited more from Paclitaxel, Methotrexate and Camptothecin. Finally, a highly reliable nomogram was developed. In conclusion, the NM-TME classifier demonstrated a pretreatment predictive value for prognosis and therapeutic responses, which may offer novel strategies for strategizing patients with optimal therapies. |
format | Online Article Text |
id | pubmed-10126105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101261052023-04-26 The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer Liu, Jifeng Zhong, Lei Deng, Dawei Zhang, Yunshu Yuan, Qihang Shang, Dong Sci Rep Article The tumour microenvironment (TME) is vital to tumour development and influences the immunotherapy response. Abnormal nucleotide metabolism (NM) not only promotes tumour cell proliferation but also inhibits immune responses in the TME. Therefore, this study aimed to determine whether the combined signatures of NM and the TME could better predict the prognosis and treatment response in gastric cancer (GC). 97 NM-related genes and 22 TME cells were evaluated in TCGA-STAD samples, and predictive NM and TME characteristics were determined. Subsequent correlation analysis and single-cell data analysis illustrated a link between NM scores and TME cells. Thereafter, NM and TME characteristics were combined to construct an NM-TME classifier. Patients in the NMlow/TMEhigh group exhibited better clinical outcomes and treatment responses, which could be attributed to the differences in immune cell infiltration, immune checkpoint genes, tumour somatic mutations, immunophenoscore, immunotherapy response rate and proteomap. Additionally, the NMhigh/TMElow group benefited more from Imatinib, Midostaurin and Linsitinib, while patients in the NMlow/TMEhigh group benefited more from Paclitaxel, Methotrexate and Camptothecin. Finally, a highly reliable nomogram was developed. In conclusion, the NM-TME classifier demonstrated a pretreatment predictive value for prognosis and therapeutic responses, which may offer novel strategies for strategizing patients with optimal therapies. Nature Publishing Group UK 2023-04-24 /pmc/articles/PMC10126105/ /pubmed/37095256 http://dx.doi.org/10.1038/s41598-023-33213-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Liu, Jifeng Zhong, Lei Deng, Dawei Zhang, Yunshu Yuan, Qihang Shang, Dong The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer |
title | The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer |
title_full | The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer |
title_fullStr | The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer |
title_full_unstemmed | The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer |
title_short | The combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer |
title_sort | combined signatures of the tumour microenvironment and nucleotide metabolism-related genes provide a prognostic and therapeutic biomarker for gastric cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126105/ https://www.ncbi.nlm.nih.gov/pubmed/37095256 http://dx.doi.org/10.1038/s41598-023-33213-z |
work_keys_str_mv | AT liujifeng thecombinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT zhonglei thecombinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT dengdawei thecombinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT zhangyunshu thecombinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT yuanqihang thecombinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT shangdong thecombinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT liujifeng combinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT zhonglei combinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT dengdawei combinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT zhangyunshu combinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT yuanqihang combinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer AT shangdong combinedsignaturesofthetumourmicroenvironmentandnucleotidemetabolismrelatedgenesprovideaprognosticandtherapeuticbiomarkerforgastriccancer |