1. Lung cancer-associated T cell repertoire as potential biomarker for early detection of stage I lung cancer
- Author
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Li Li, Min Li, Lunquan Sun, Yaping Xu, Shiqing Liu, Chunliu Zhang, Yanfang Guan, David P. Carbone, Chengping Hu, Jing Bai, Xuefeng Xia, and Shichao Deng
- Subjects
Pulmonary and Respiratory Medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Lung Neoplasms ,T-Lymphocytes ,Early detection ,Asymptomatic ,Internal medicine ,medicine ,Humans ,Lung cancer ,Early Detection of Cancer ,Lung ,Stage I Lung Cancer ,business.industry ,Immunogenicity ,T-cell receptor ,medicine.disease ,medicine.anatomical_structure ,Biomarker (medicine) ,medicine.symptom ,Tomography, X-Ray Computed ,business ,Biomarkers - Abstract
Background Early detection of lung cancer in asymptomatic patients remains challenging, especially for stage I. Considering the substantial interaction with tumor immunogenicity, we hypothesized that lung cancer-associated TCR (LC-aTCR) may serve as potential biomarker in early detection of stage I lung cancer. Methods Individuals who received low-dose computed tomography (LDCT) screening were enrolled in the study. Surgical tissues and peripheral blood specimens were collected and performed with DNA-based T cell repertoire (TCR) sequencing. The motif-based algorithm was used to deconstruct specific lung cancer-associated TCRs (LC-aTCRs). Results A total of 146 individuals participating in the real-world LDCT screening project were enrolled in this study, including 52 patients with pathologically-confirmed stage I lung cancer and 94 non-cancer controls. We developed a motif-based algorithm to define 80 LC-aTCRs in the training cohort. Moreover, in the validation cohort, high sensitivity and specificity was showed in stage I lung cancer with 72% and 91% respectively, and the AUC of the ROC curve was 0.91 (95% CI: 0.85 ∼ 0.96). Conclusion This work provides inspiration for stage I lung cancer detection by using blood TCR profiling data. The combination of TCR-based assay and routine screening deserves further testing in larger cohorts.
- Published
- 2021
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