谷歌浏览器插件
订阅小程序
在清言上使用

Abstract 605: Single cell RNA sequencing reveals tumor immune microenvironment and T cell receptor diversity in epidermal growth factor receptor (EGFR) mutated lung cancer

Cancer Research(2023)

引用 0|浏览8
暂无评分
摘要
Abstract Background: Somatic alterations in the Epidermal Growth Factor Receptor (EGFR) gene represent a common subset of oncogene-driven lung cancer. Patients who receive EGFR-targeted tyrosine kinase inhibitor (TKI) therapy inevitably develop treatment resistance with limited options after disease progression, with immune checkpoint inhibitor therapy (ICI) typically ineffective. Tumor Immune Microenvironment (TME) characteristics, including T-cell receptor (TCR) sequencing and clonality have been incompletely explored in this population. Methods: We further analyzed our group’s available data from a previous study on therapy-induced evolution of human lung cancer (Maynard et. al, PMID: 32822576). Tumor samples were sorted and subjected to smartseq-based single-cell RNA sequencing. A total of 7495 cells were derived from 17 samples from 10 patients with tumors that harbored EGFR driver gene mutations. This included 1322 gene marker-annotated T-cells. Samples were grouped into three treatment conditions: treatment naïve (TN), residual disease (RD), and progressive disease (PD). We then used the TraCeR tool to infer the TCR α, β, and the complementarity-determining region 3 (CDR3) sequences. Results: T-cells were enriched in RD (55.2%) relative to TN (12.8%) and PD (31.9%) (p<0.0001, Chi-square test) with cytotoxic T-cells as the predominant phenotype across treatment conditions. Increased expression of CTLA4, and LAG3 occurred in PD (p<0.0001, Kruskal-Wallis test). Single-cell TCR analysis revealed increased TCR clonal diversity in PD (Shannon Diversity Index: 0.261 PD > 0.255 TN > 0.205 RD) while increased clonal expansion occurred in RD (32 clones from 4 patients) as compared to TN (17 clones from 1 patient) and PD (14 clones from 1 patient) (p<0.0001, Chi-square test). Conclusion: T-cell infiltration is greatest in RD, while immunosuppressive genes were significantly expressed in PD. Increased TCR clonal expansion with less clonal diversity in RD suggests the presence of tumor-specific TCR clones and that this may be the optimal time to initiate ICI treatment. Future directions will include the identification of clonally expanded TCR and matched neoantigens to provide potential tailored immunotherapies for patients with TKI-resistant tumors. Citation Format: Turja Chakrabarti, Wei Wu, Daniel L. Kerr, Paul Allegakoen, Trever G. Bivona, Collin M. Blakely. Single cell RNA sequencing reveals tumor immune microenvironment and T cell receptor diversity in epidermal growth factor receptor (EGFR) mutated lung cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 605.
更多
查看译文
关键词
single cell rna,lung cancer,single cell,immune microenvironment
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要