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Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma

BACKGROUND: Tumor mutational burden (TMB) plays an important role in the evaluation of immunotherapy efficacy in lung adenocarcinoma (LUAD). OBJECTIVE: To improve the clinical management of LUAD by investigating the prognostic value of TMB and the relationship between TMB and immune infiltration. ME...

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Autores principales: Li, Lin, Li, Junyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10028277/
https://www.ncbi.nlm.nih.gov/pubmed/36959799
http://dx.doi.org/10.3389/fonc.2023.1128785
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author Li, Lin
Li, Junyu
author_facet Li, Lin
Li, Junyu
author_sort Li, Lin
collection PubMed
description BACKGROUND: Tumor mutational burden (TMB) plays an important role in the evaluation of immunotherapy efficacy in lung adenocarcinoma (LUAD). OBJECTIVE: To improve the clinical management of LUAD by investigating the prognostic value of TMB and the relationship between TMB and immune infiltration. METHODS: TMB scores were calculated from the mutation data of 587 LUAD samples from The Cancer Genome Atlas (TCGA), and patients were divided into low-TMB and high-TMB groups based on the quartiles of the TMB score. Differentially expressed genes (DEGs), immune cell infiltration and survival analysis were compared between the low-TMB and high-TMB groups. We queried the expression of genes in lung cancer tissues through the GEPIA online database and performed experimental validation of the function of aberrant genes expressed in lung cancer tissues. RESULTS: We obtained sample information from TCGA for 587 LUAD patients, and the results of survival analysis for the high- and low- TMB groups suggested that patients in the high-TMB group had lower survival rates than those in the low-TMB group. A total of 756 DEGs were identified in the study, and gene set enrichment analysis (GSEA) showed that DEGs in the low-TMB group were enriched in immune-related pathways. Among the differentially expressed genes obtained, 15 immune-related key genes were screened with the help of ImmPort database, including 5 prognosis-related genes (CD274, PDCD1, CTLA4, LAG3, TIGIT). No difference in the expression of PDCD1, CTLA4, LAG3, TIGIT in lung cancer tissues and differential expression of CD274 in lung cancer tissues. CONCLUSIONS: The survival rate of LUAD patients with low TMB was better than that of LUAD patients with high TMB. CD274 expression was down regulated in human LUAD cell lines H1299, PC-9, A549 and SPC-A1, which inhibited malignant progression of A549 cells.
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spelling pubmed-100282772023-03-22 Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma Li, Lin Li, Junyu Front Oncol Oncology BACKGROUND: Tumor mutational burden (TMB) plays an important role in the evaluation of immunotherapy efficacy in lung adenocarcinoma (LUAD). OBJECTIVE: To improve the clinical management of LUAD by investigating the prognostic value of TMB and the relationship between TMB and immune infiltration. METHODS: TMB scores were calculated from the mutation data of 587 LUAD samples from The Cancer Genome Atlas (TCGA), and patients were divided into low-TMB and high-TMB groups based on the quartiles of the TMB score. Differentially expressed genes (DEGs), immune cell infiltration and survival analysis were compared between the low-TMB and high-TMB groups. We queried the expression of genes in lung cancer tissues through the GEPIA online database and performed experimental validation of the function of aberrant genes expressed in lung cancer tissues. RESULTS: We obtained sample information from TCGA for 587 LUAD patients, and the results of survival analysis for the high- and low- TMB groups suggested that patients in the high-TMB group had lower survival rates than those in the low-TMB group. A total of 756 DEGs were identified in the study, and gene set enrichment analysis (GSEA) showed that DEGs in the low-TMB group were enriched in immune-related pathways. Among the differentially expressed genes obtained, 15 immune-related key genes were screened with the help of ImmPort database, including 5 prognosis-related genes (CD274, PDCD1, CTLA4, LAG3, TIGIT). No difference in the expression of PDCD1, CTLA4, LAG3, TIGIT in lung cancer tissues and differential expression of CD274 in lung cancer tissues. CONCLUSIONS: The survival rate of LUAD patients with low TMB was better than that of LUAD patients with high TMB. CD274 expression was down regulated in human LUAD cell lines H1299, PC-9, A549 and SPC-A1, which inhibited malignant progression of A549 cells. Frontiers Media S.A. 2023-03-07 /pmc/articles/PMC10028277/ /pubmed/36959799 http://dx.doi.org/10.3389/fonc.2023.1128785 Text en Copyright © 2023 Li and Li 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
Li, Lin
Li, Junyu
Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma
title Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma
title_full Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma
title_fullStr Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma
title_full_unstemmed Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma
title_short Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma
title_sort correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10028277/
https://www.ncbi.nlm.nih.gov/pubmed/36959799
http://dx.doi.org/10.3389/fonc.2023.1128785
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