Baseline intratumoral TCRbeta; and TCRgamma; repertoires predict response to immune checkpoint inhibitors in advanced renal cell carcinoma
Manuel Pino-GonzáleziD, Martín Emilio Lázaro Quintela, Guillermo de Velasco Oria de Rueda, Marta Dueñas PortoiD, Irene Alonso Álvarez, Alejandro Francisco Fernández, Pilar San Miguel-FraileiD, José Antonio Ortiz ReyiD, María Gallardo‐GómeziD, Laura Carracedo Videira, Sandra GallachiD, Eloisa Jantus LewintreiD, Mónica Martínez Fernández
Abstract
Immune checkpoint inhibitors (ICIs) have transformed the treatment landscape of advanced renal cell carcinoma (RCC), yet only a subset of patients derives durable clinical benefit and no robust predictive biomarkers have been implemented in routine clinical practice. As T-cell receptor (TCR)-mediated antigen recognition underlies effective antitumor immunity, characterization of the intratumoral TCR repertoire may provide clinically relevant information for patient stratification. Here, we evaluated the predictive value of the baseline intratumoral TCR{beta} and TCR{gamma} repertoires in a real-world cohort of patients with advanced RCC treated predominantly with first-line immune checkpoint inhibitor-based regimens. Responders exhibited a significantly more even TCR{beta} repertoire together with increased TCR{gamma} diversity and clonal richness, whereas non-responders showed greater TCR{gamma} clonal dominance. In addition, the preferential usage of specific TRBV genes, including TRBV5.7, TRBV7.1, and TRBV18, was associated with clinical response and longer progression-free survival. In this exploratory cohort, integration of the most informative TCR{beta} and TCR{gamma} variables into a combined random forest model yielded an area under the receiver operating characteristic curve of 0.90 in leave-one-out cross-validation, with 100% sensitivity and 81.8% specificity at the selected threshold. To our knowledge, this is the first study to simultaneously characterize baseline intratumoral TCR{beta} and TCR{gamma} repertoires in patients with advanced RCC predominantly receiving first-line immune checkpoint blockade. These findings support baseline intratumoral TCR repertoire features as candidate tissue biomarkers for pretreatment patient stratification and provide a rationale for the prospective validation of TCR repertoire profiling as a predictor of immunotherapy benefit in RCC.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Immune response and resistance of clear cell renal cell carcinoma patients following immune checkpoint blockade.
G. Mestrallet·bioRxiv·Oct 5, 2023
- Microenvironment of metastasis reveals key predictors of PD-1 blockade response in renal cell carcinoma
Florian Jeanneret, Pauline Bazelle, … Christophe Battail·bioRxiv·Jul 17, 2023
- T cells expanded from renal cell carcinoma are tumor-reactive but fail to produce IFN-γ, TNF-α or IL-2
S. D. van Asten, R. d. Groot, … M. C. Wolkers·bioRxiv·May 17, 2020
- A Visually Interpretable Histopathology-Based Immune Model Predicts T-effector Biology and Response to Immune checkpoint inhibition in Clear Cell Renal Cell Carcinoma Clinical Trial and Contemporary Real-World Datasets
Averi Perny, Vipul Nataraj Jarmale, … Satwik Rajaram·bioRxiv·Sep 1, 2026
- Integrative Molecular Characterization of Sarcomatoid and Rhabdoid Renal Cell Carcinoma Reveals Determinants of Poor Prognosis and Response to Immune Checkpoint Inhibitors
Z. Bakouny, D. A. Braun, … T. H. Ho·bioRxiv·May 28, 2020
- Preoperative thymic output and T cell repertoire diversity are associated with recurrence after nephrectomy for localized renal cell carcinoma
Christina Espeseth Grand, Laura Iisager, … Iben Lyskjær·bioRxiv·Oct 14, 2026