Abstract

Immune checkpoint inhibitors (ICI) improve overall survival in patients with metastatic urothelial cancer (mUC), but therapeutic success at the individual patient level varies significantly. Here we identify predictive markers of response, based on whole-genome DNA (n = 70) and RNA-sequencing (n = 41) of fresh metastatic biopsy samples, collected prior to treatment with pembrolizumab. We find that PD-L1 combined positivity score does not, whereas tumor mutational burden and APOBEC mutagenesis modestly predict response. In contrast, T cell-to-stroma enrichment (TSE) score, computed from gene expression signature data to capture the relative abundance of T cells and stromal cells, predicts response to immunotherapy with high accuracy. Patients with a positive and negative TSE score show progression free survival rates at 6 months of 67 and 0%, respectively. The abundance of T cells and stromal cells, as reflected by the TSE score is confirmed by immunofluorescence in tumor tissue, and its good performance in two independent ICI-treated cohorts of patients with mUC (IMvigor210) and muscle-invasive UC (ABACUS) validate the predictive power of the TSE score. In conclusion, the TSE score represents a clinically applicable metric that potentially supports the prospective selection of patients with mUC for ICI treatment.

Immune checkpoint inhibitor treatment improves overall survival in metastatic urothelial cancer, but response of individual patients varies significantly. Authors here perform whole-genome DNA and bulk RNA sequencing on samples from metastatic tumours and based on these data, they set up a single metric, T cell-to-stroma enrichment (TSE) score, that reflects the relative abundance of T cells versus stromal cells and their products, accurately predicting therapeutic outcome.

Details

Title
Gene-expression-based T-Cell-to-Stroma Enrichment (TSE) score predicts response to immune checkpoint inhibitors in urothelial cancer
Author
Rijnders, Maud 1 ; Nakauma-González, J. Alberto 2   VIAFID ORCID Logo  ; Robbrecht, Debbie G. J. 1   VIAFID ORCID Logo  ; Gil-Jimenez, Alberto 3   VIAFID ORCID Logo  ; Balcioglu, Hayri E. 1   VIAFID ORCID Logo  ; Oostvogels, Astrid A. M. 1 ; Aarts, Maureen J. B. 4 ; Boormans, Joost L. 5   VIAFID ORCID Logo  ; Hamberg, Paul 6 ; van der Heijden, Michiel S. 7   VIAFID ORCID Logo  ; Szabados, Bernadett E. 8 ; van Leenders, Geert J. L. H. 9   VIAFID ORCID Logo  ; Mehra, Niven 10   VIAFID ORCID Logo  ; Voortman, Jens 11   VIAFID ORCID Logo  ; Westgeest, Hans M. 12   VIAFID ORCID Logo  ; de Wit, Ronald 1 ; van der Veldt, Astrid A. M. 13 ; Debets, Reno 1   VIAFID ORCID Logo  ; Lolkema, Martijn P. 14   VIAFID ORCID Logo 

 University Medical Center Rotterdam, Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764) 
 University Medical Center Rotterdam, Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764); University Medical Center Rotterdam, Department of Urology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764); University Medical Center Rotterdam, Cancer Computational Biology Center, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764) 
 The Netherlands Cancer Institute, Department of Molecular Carcinogenesis, Amsterdam, The Netherlands (GRID:grid.430814.a) (ISNI:0000 0001 0674 1393); Oncode Institute, Utrecht, The Netherlands (GRID:grid.499559.d) 
 Maastricht University Medical Center, Department of Medical Oncology, GROW—School for Oncology and Reproduction, Maastricht, The Netherlands (GRID:grid.5012.6) (ISNI:0000 0001 0481 6099) 
 University Medical Center Rotterdam, Department of Urology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764) 
 Franciscus Gasthuis & Vlietland Hospital, Department of Medical Oncology, Rotterdam/Schiedam, The Netherlands (GRID:grid.461048.f) (ISNI:0000 0004 0459 9858) 
 The Netherlands Cancer Institute, Department of Molecular Carcinogenesis, Amsterdam, The Netherlands (GRID:grid.430814.a) (ISNI:0000 0001 0674 1393); The Netherlands Cancer Institute, Department of Medical Oncology, Amsterdam, The Netherlands (GRID:grid.430814.a) (ISNI:0000 0001 0674 1393) 
 Queen Mary University of London, Barts Cancer Institute, London, UK (GRID:grid.4868.2) (ISNI:0000 0001 2171 1133) 
 University Medical Center Rotterdam, Department of Pathology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764) 
10  Radboud University Medical Center, Department of Medical Oncology, Nijmegen, The Netherlands (GRID:grid.10417.33) (ISNI:0000 0004 0444 9382) 
11  Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Department of Medical Oncology, Amsterdam, The Netherlands (GRID:grid.12380.38) (ISNI:0000 0004 1754 9227) 
12  Amphia Hospital Breda, Department of Internal Medicine, Breda, The Netherlands (GRID:grid.413711.1) (ISNI:0000 0004 4687 1426) 
13  University Medical Center Rotterdam, Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764); University Medical Center Rotterdam, Department of Radiology & Nuclear Medicine, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764) 
14  University Medical Center Rotterdam, Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands (GRID:grid.508717.c) (ISNI:0000 0004 0637 3764); Amgen Inc., Breda, The Netherlands (GRID:grid.478179.4) 
Pages
1349
Publication year
2024
Publication date
2024
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2926320767
Copyright
© The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.