The combination of tumor mutational burden and T-cell receptor repertoire predicts the response to immunotherapy in patients with advanced non-small cell lung cancer

被引:0
|
作者
Li, Yalun [1 ,2 ]
Ji, Liyan [3 ]
Zhang, Yingqian [3 ]
Zhang, Jiexin [4 ]
Reuben, Alexandre [5 ]
Zeng, Hao [6 ]
Huang, Qin [6 ]
Wei, Qi [6 ]
Tan, Sihan [6 ]
Xia, Xuefeng [3 ]
Li, Weimin [1 ]
Zhang, Jianjun [5 ,7 ,8 ,9 ,10 ]
Tian, Panwen [1 ,2 ]
机构
[1] Sichuan Univ, Dept Pulm & Crit Care Med, State Key Lab Resp Hlth & Multimorbid, West China Hosp,Precis Med Key Lab Sichuan Prov, Chengdu 610041, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, Lung Canc Inst, Lung Canc Ctr, Chengdu, Sichuan, Peoples R China
[3] Geneplus Beijing Inst, Beijing, Peoples R China
[4] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Thorac & Head & Neck Med Oncol, Houston, TX USA
[6] Sichuan Univ, West China Hosp, West China Sch Med, Dept Pulm & Crit Care Med, Chengdu, Sichuan, Peoples R China
[7] Univ Texas MD Anderson Canc Ctr, Dept Genom Med, Houston, TX USA
[8] Univ Texas MD Anderson Canc Ctr, Lung Canc Genom Program, Houston, TX USA
[9] Univ Texas MD Anderson Canc Ctr, Lung Canc Intercept Program, Houston, TX USA
[10] Univ Texas MD Anderson Canc Ctr, Dept Thorac Head & Neck Med Oncol, Dept Genom Med, Lung Canc Genom Program,Lung Canc Intercept Progra, Houston, TX 77030 USA
来源
MEDCOMM | 2024年 / 5卷 / 06期
基金
中国国家自然科学基金;
关键词
advanced non-small cell lung cancer; clonality; immunotherapy; T-cell receptors; tumor mutational burden; BIOMARKER;
D O I
10.1002/mco2.604
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Tumor mutational burden (TMB) and T-cell receptor (TCR) might predict the response to immunotherapy in patients with non-small cell lung cancer (NSCLC). However, the predictive value of the combination of TMB and TCR was not clear. Targeted DNA and TCR sequencing were performed on tumor biopsy specimens. We combined TMB and TCR diversity into a TMB-and-TCR (TMR) score using logistic regression. In total, 38 patients with advanced NSCLC were divided into a discovery set (n = 17) and validation set (n = 21). A higher TMR score was associated with better response and longer progression-free survival to immunotherapy in both the discovery set and validation set. The performance of TMR score was confirmed in the two external validation cohorts of 225 NSCLC patients and 306 NSCLC patients. Tumors with higher TMR scores were more likely to combine with LRP1B gene mutation (p = 0.027) and top 1% CDR3 sequences (p = 0.001). Furthermore, LRP1B allele frequency was negatively correlated with the top 1% CDR3 sequences (r = -0.55, p = 0.033) and positively correlated with tumor shrinkage (r = 0.68, p = 0.007). The TMR score could serve as a potential predictive biomarker for the response to immunotherapy in advanced NSCLC. Targeted DNA and TCR sequencing were performed on tumor biopsy specimens from ICI-treated NSCLC patients. We combined TMB and TCR diversity into a TMB-and-TCR (TMR) score. The predictive value and prognostic role of TMR was assessed in NSCLC patients receiving immunotherapy. The performance of TMR score was confirmed in the two external validation cohorts from MD Aderson Cancer Center (MDACC). image
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页数:14
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