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RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma
INTRODUCTION: RBM10 is one of the frequently mutated genes in lung adenocarcinoma (LUAD). Previous studies have confirmed that RBM10 could suppress the disease progression and cell proliferation in LUAD, but its loss-of-function mutations are more frequent in early-stage disease and decrease with th...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336464/ https://www.ncbi.nlm.nih.gov/pubmed/34367963 http://dx.doi.org/10.3389/fonc.2021.677826 |
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author | Liu, Bing Wang, Yaqi Wang, Han Li, Zhongwu Yang, Lujing Yan, Shi Yang, Xin Ma, Yuanyuan Gao, Xuan Guan, Yanfang Yi, Xin Xia, Xuefeng Li, Jingjing Wu, Nan |
author_facet | Liu, Bing Wang, Yaqi Wang, Han Li, Zhongwu Yang, Lujing Yan, Shi Yang, Xin Ma, Yuanyuan Gao, Xuan Guan, Yanfang Yi, Xin Xia, Xuefeng Li, Jingjing Wu, Nan |
author_sort | Liu, Bing |
collection | PubMed |
description | INTRODUCTION: RBM10 is one of the frequently mutated genes in lung adenocarcinoma (LUAD). Previous studies have confirmed that RBM10 could suppress the disease progression and cell proliferation in LUAD, but its loss-of-function mutations are more frequent in early-stage disease and decrease with the advancement of the clinical stage. This is contradictory to its role of tumor suppressor. Here, we conducted a systematic analysis to elucidate whether there was other potential biological significance of RBM10 deficiency during the progression of LUAD. MATERIALS AND METHODS: The whole exome sequencing data of 39 tumor samples from early-stage LUADs (GGN cohort) and genomic and transcriptome data of the Cancer Genome Atlas (TCGA) LUAD cohort (TCGA_LUAD cohort) and a Chinese LUAD cohort (CHOICE_ADC cohort) were first obtained. Systematic bioinformatic analyses were then conducted to determine gene expression signature, immune infiltration levels and predicted immunotherapy response. Immunohistochemistry (IHC) was also conducted to validate the result of immune infiltration. RESULTS: The mutation rate of RBM10 was significantly higher in the GGN cohort than that in the TCGA_LUAD and CHOICE_ADC cohorts. In both TCGA_LUAD and CHOICE_ADC cohorts, multiple immune related pathways were markedly enriched in RBM10 deficient group. Further analyses showed that tumors with RBM10 mutations displayed higher TMB, and LUADs with RBM10 deficiency also showed higher HLA expression levels, including many HLA class I and II molecules. Additionally, many immune cells, including myeloid dendritic cells, macrophages, neutrophils and CD8+T cells, showed higher infiltration levels in LUADs with RBM10 deficiency. Finally, some immune checkpoint molecules, such as PD-L1 and TIM-3, were highly expressed in RBM10 deficient population and the predicted immunotherapy response was calculated through TIDE algorithm, showing that IFNG expression, MSI score and CD8 expression were higher in RBM10 deficient group, while MDSC and M2 macrophage were lower in RBM10 deficient group. CONCLUSION: Our study demonstrates that RBM10 deficient LUADs show higher HLA expression and immune cell infiltration, and some immune checkpoint molecules are also highly expressed. In brief, RBM10 deficiency could enhance anti-tumor immunity in LUAD. |
format | Online Article Text |
id | pubmed-8336464 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83364642021-08-05 RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma Liu, Bing Wang, Yaqi Wang, Han Li, Zhongwu Yang, Lujing Yan, Shi Yang, Xin Ma, Yuanyuan Gao, Xuan Guan, Yanfang Yi, Xin Xia, Xuefeng Li, Jingjing Wu, Nan Front Oncol Oncology INTRODUCTION: RBM10 is one of the frequently mutated genes in lung adenocarcinoma (LUAD). Previous studies have confirmed that RBM10 could suppress the disease progression and cell proliferation in LUAD, but its loss-of-function mutations are more frequent in early-stage disease and decrease with the advancement of the clinical stage. This is contradictory to its role of tumor suppressor. Here, we conducted a systematic analysis to elucidate whether there was other potential biological significance of RBM10 deficiency during the progression of LUAD. MATERIALS AND METHODS: The whole exome sequencing data of 39 tumor samples from early-stage LUADs (GGN cohort) and genomic and transcriptome data of the Cancer Genome Atlas (TCGA) LUAD cohort (TCGA_LUAD cohort) and a Chinese LUAD cohort (CHOICE_ADC cohort) were first obtained. Systematic bioinformatic analyses were then conducted to determine gene expression signature, immune infiltration levels and predicted immunotherapy response. Immunohistochemistry (IHC) was also conducted to validate the result of immune infiltration. RESULTS: The mutation rate of RBM10 was significantly higher in the GGN cohort than that in the TCGA_LUAD and CHOICE_ADC cohorts. In both TCGA_LUAD and CHOICE_ADC cohorts, multiple immune related pathways were markedly enriched in RBM10 deficient group. Further analyses showed that tumors with RBM10 mutations displayed higher TMB, and LUADs with RBM10 deficiency also showed higher HLA expression levels, including many HLA class I and II molecules. Additionally, many immune cells, including myeloid dendritic cells, macrophages, neutrophils and CD8+T cells, showed higher infiltration levels in LUADs with RBM10 deficiency. Finally, some immune checkpoint molecules, such as PD-L1 and TIM-3, were highly expressed in RBM10 deficient population and the predicted immunotherapy response was calculated through TIDE algorithm, showing that IFNG expression, MSI score and CD8 expression were higher in RBM10 deficient group, while MDSC and M2 macrophage were lower in RBM10 deficient group. CONCLUSION: Our study demonstrates that RBM10 deficient LUADs show higher HLA expression and immune cell infiltration, and some immune checkpoint molecules are also highly expressed. In brief, RBM10 deficiency could enhance anti-tumor immunity in LUAD. Frontiers Media S.A. 2021-07-21 /pmc/articles/PMC8336464/ /pubmed/34367963 http://dx.doi.org/10.3389/fonc.2021.677826 Text en Copyright © 2021 Liu, Wang, Wang, Li, Yang, Yan, Yang, Ma, Gao, Guan, Yi, Xia, Li and Wu 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 Liu, Bing Wang, Yaqi Wang, Han Li, Zhongwu Yang, Lujing Yan, Shi Yang, Xin Ma, Yuanyuan Gao, Xuan Guan, Yanfang Yi, Xin Xia, Xuefeng Li, Jingjing Wu, Nan RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma |
title | RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma |
title_full | RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma |
title_fullStr | RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma |
title_full_unstemmed | RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma |
title_short | RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma |
title_sort | rbm10 deficiency is associated with increased immune activity in lung adenocarcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336464/ https://www.ncbi.nlm.nih.gov/pubmed/34367963 http://dx.doi.org/10.3389/fonc.2021.677826 |
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