| Title | RBM10 Deficiency Is Associated With Increased Immune Activity in Lung Adenocarcinoma |
| Authors | 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 |
| Affiliation | Peking Univ Canc Hosp & Inst, Dept Thorac Surg 2, Key Lab Carcinogenesis & Translat Res, Minist Educ, Beijing, Peoples R China Geneplus Beijing, Geneplus Beijing Inst, Beijing, Peoples R China Peking Univ Canc Hosp & Inst, Dept Pathol, Key Lab Carcinogenesis & Translat Res, Minist Educ, Beijing, Peoples R China Nanjing Univ, Med Sch, Precis Med Ctr, Drum Tower Hosp, Nanjing, Peoples R China |
| Keywords | TUMOR MUTATIONAL BURDEN PEMBROLIZUMAB NEOANTIGENS CHALLENGES |
| Issue Date | 21-Jul-2021 |
| Publisher | FRONTIERS IN ONCOLOGY |
| Abstract | 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. |
| URI | http://hdl.handle.net/20.500.11897/623175 |
| ISSN | 2234-943X |
| DOI | 10.3389/fonc.2021.677826 |
| Indexed | SCI(E) |
| Appears in Collections: | 北京肿瘤医院 |
