He Ziyi, Feng Wei, Wang Yuxuan, Shi Liang, Gong Yuhui, Shi Yichao, Shen Shiyu, Huang Haitao
Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.
Transl Lung Cancer Res. 2023 Mar 31;12(3):510-529. doi: 10.21037/tlcr-23-39. Epub 2023 Mar 27.
Only a fraction of lung adenocarcinoma (LUAD) patients are eligible for immunotherapy. The identification of biomarkers for immunotherapy is crucial to improve patient outcomes. This study aims to systemically analyze mutation and its association with the tumor immune microenvironment (TIME) and immunotherapy.
A cohort of immune checkpoint inhibitors (ICIs)-treated LUAD patients was analyzed to assess the association of mutation with immunotherapy prognosis. Another cohort of LUAD patients with genetic and transcriptomic data was also obtained from The Cancer Genome Atlas (TCGA). By investigating the ICIs and the TCGA-LUAD cohorts, we compared the differences in mutation profiles, immunogenicity, TIME, and DNA damage repair (DDR) mutations between the -mutated and wild-type groups. Additionally, we performed multiplex immunohistochemistry (mIHC) to validate the differences in the tumor microenvironment.
Our results revealed that mutation is associated with multiple immune-related pathways. Analysis of TIME indicated that LUAD patients with mutation expressed significant levels of genes involved in antigen presentation, cytotoxicity, chemokines, and pro-inflammatory mediators, whereas a few immune checkpoint genes were highly expressed in the -mutated group as well. Cell-type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) analysis indicated that -mutated LUAD patients had higher infiltration of active immune cells. Multiplex IHC analysis showed that -mutated LUAD patients had elevated programmed death ligand-1 (PD-L1) expression and immune cell infiltration. Patients with mutation had higher tumor mutation burden, neoantigens, as well as more mutated genes in the DDR-related pathways. Finally, -mutated LUAD patients showed a significant prolongation of progression-free survival (PFS) in the ICIs cohort and could be effectively predicted by our constructed nomogram.
Our study suggests that mutation is associated with higher immune cell infiltration and elevated immune gene expression in TIME and potentially serves as a prognostic biomarker for LUAD patients treated with ICIs.
只有一小部分肺腺癌(LUAD)患者适合免疫治疗。识别免疫治疗的生物标志物对于改善患者预后至关重要。本研究旨在系统分析[基因名称]突变及其与肿瘤免疫微环境(TIME)和免疫治疗的关联。
分析一组接受免疫检查点抑制剂(ICIs)治疗的LUAD患者,以评估[基因名称]突变与免疫治疗预后的关联。另一组具有基因和转录组数据的LUAD患者也从癌症基因组图谱(TCGA)获得。通过研究ICIs组和TCGA-LUAD队列,我们比较了[基因名称]突变组和野生型组在突变谱、免疫原性、TIME和DNA损伤修复(DDR)突变方面的差异。此外,我们进行了多重免疫组化(mIHC)以验证肿瘤微环境中的差异。
我们的结果显示,[基因名称]突变与多个免疫相关途径有关。对TIME的分析表明,携带[基因名称]突变的LUAD患者表达了参与抗原呈递、细胞毒性、趋化因子和促炎介质的基因的显著水平,而少数免疫检查点基因在[基因名称]突变组中也高度表达。通过估计RNA转录本相对子集进行细胞类型鉴定(CIBERSORT)分析表明,携带[基因名称]突变的LUAD患者有更高的活性免疫细胞浸润。多重IHC分析显示,携带[基因名称]突变的LUAD患者程序性死亡配体-1(PD-L1)表达升高和免疫细胞浸润增加。携带[基因名称]突变的患者具有更高的肿瘤突变负担、新抗原以及DDR相关途径中更多的突变基因。最后,携带[基因名称]突变的LUAD患者在ICIs队列中显示无进展生存期(PFS)显著延长,并且可以通过我们构建的列线图有效预测。
我们的研究表明,[基因名称]突变与TIME中更高的免疫细胞浸润和升高的免疫基因表达相关,并可能作为接受ICIs治疗的LUAD患者的预后生物标志物。