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肺腺癌中表达与肿瘤突变负荷及免疫微环境的关联

Association of Expression With Tumor Mutational Burden and the Immune Microenvironment in Lung Adenocarcinoma.

作者信息

Jia Mingming, Yao Linli, Yang Qin, Chi Tian

机构信息

School of Life Science and Technology, ShanghaiTech University, Shanghai, China.

CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China.

出版信息

Front Oncol. 2020 Feb 21;10:168. doi: 10.3389/fonc.2020.00168. eCollection 2020.

Abstract

Immune checkpoint blockade (ICB) therapies that target programmed cell death 1 (PD1) and PD1 ligand 1 (PDL1) have demonstrated promising benefits in lung adenocarcinoma (LUAD), and tumor mutational burden (TMB) is the most robust biomarker associated with the efficacy of PD-1-PD-L1 axis blockade in LUAD, but the assessment of TMB by whole-exome sequencing (WES) is rather expensive and time-consuming. Although targeted panel sequencing has been developed and approved by the US Food and Drug Administration (FDA) to estimate TMB, we found that its predictive accuracy for ICB response was significantly lower than WES in LUAD. Given that previous studies were mainly focusing on genomic variations to explore surrogate biomarkers of TMB, we turned to examine the transcriptome-based correlation with TMB in this study. Combining three immunotherapeutic cohorts with two independent The Cancer Genome Atlas (TCGA) datasets, we revealed that the expression of mutS homolog 2 (), one of the most crucial genes involved in DNA mismatch repair (MMR) pathway, was the strongest feature associated with increased TMB in multivariate analysis. Furthermore, expression also displayed a significantly positive correlation with smoking signature while an inverse association with MMR deficiency (MMRd) signature in LUAD. More importantly, high expression of markedly correlated with increased expression and CD8+ T cell infiltration, both suggesting a prominent immunotherapy-responsive microenvironment in LUAD. Notably, detecting expression is much easier, faster, and cheaper than TMB in clinical practice. Taken together, this study demonstrates the association of expression with TMB and the immune microenvironment in LUAD. expression may be developed as a potential surrogate biomarker of TMB to identify ICB responders in LUAD.

摘要

靶向程序性细胞死亡蛋白1(PD1)和PD1配体1(PDL1)的免疫检查点阻断(ICB)疗法在肺腺癌(LUAD)中已显示出有前景的疗效,肿瘤突变负荷(TMB)是与LUAD中PD-1-PD-L1轴阻断疗效相关的最可靠生物标志物,但通过全外显子组测序(WES)评估TMB相当昂贵且耗时。尽管已开发出靶向基因panel测序并获得美国食品药品监督管理局(FDA)批准用于估计TMB,但我们发现其对LUAD中ICB反应的预测准确性显著低于WES。鉴于先前的研究主要集中在基因组变异以探索TMB的替代生物标志物,我们在本研究中转向研究基于转录组与TMB的相关性。结合三个免疫治疗队列和两个独立的癌症基因组图谱(TCGA)数据集,我们发现在多变量分析中,错配修复(MMR)途径中最关键的基因之一错配修复蛋白2()的表达是与TMB增加相关的最强特征。此外,在LUAD中,的表达与吸烟特征也显示出显著正相关,而与MMR缺陷(MMRd)特征呈负相关。更重要的是,的高表达与表达增加和CD8 + T细胞浸润显著相关,这两者都表明LUAD中存在显著的免疫治疗反应性微环境。值得注意的是,在临床实践中检测的表达比检测TMB更容易、更快且更便宜。综上所述,本研究证明了在LUAD中表达与TMB及免疫微环境的关联。表达可能被开发为TMB的潜在替代生物标志物,以识别LUAD中的ICB反应者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2468/7046689/398802a7e68e/fonc-10-00168-g0001.jpg

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