TY - JOUR
T1 - Gene-expression-based T-Cell-to-Stroma Enrichment (TSE) score predicts response to immune checkpoint inhibitors in urothelial cancer
AU - Rijnders, Maud
AU - Nakauma-González, J Alberto
AU - Robbrecht, Debbie G J
AU - Gil-Jimenez, Alberto
AU - Balcioglu, Hayri E
AU - Oostvogels, Astrid A M
AU - Aarts, Maureen J B
AU - Boormans, Joost L
AU - Hamberg, Paul
AU - van der Heijden, Michiel S
AU - Szabados, Bernadett E
AU - van Leenders, Geert J L H
AU - Mehra, Niven
AU - Voortman, Jens
AU - Westgeest, Hans M
AU - de Wit, Ronald
AU - van der Veldt, Astrid A M
AU - Debets, Reno
AU - Lolkema, Martijn P
PY - 2024/2/14
Y1 - 2024/2/14
N2 - 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.
AB - 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.
KW - Humans
KW - Immune Checkpoint Inhibitors/pharmacology therapeutic use
KW - Prospective Studies
KW - T-Lymphocytes
KW - Carcinoma, Transitional Cell/drug therapy genetics
KW - Urinary Bladder Neoplasms/drug therapy genetics
KW - B7-H1 Antigen
U2 - 10.1038/s41467-024-45714-0
DO - 10.1038/s41467-024-45714-0
M3 - Article
SN - 2041-1723
VL - 15
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 1349
ER -