1. Molecular Heterogeneity and Immune Infiltration Drive Clinical Outcomes in Upper Tract Urothelial Carcinoma.
- Author
-
Kim K, Alam SM, Kuo F, Chen Z, Yip W, Katims AB, Chu C, Lenis AT, Hu W, Gokturk Ozcan G, Chen JF, Firouzi S, Elhanati Y, Clinton TN, Aulitzky A, Almassi N, Fujii Y, Tracey AT, Reisz PA, Budhu S, Vuong L, Eichholz J, Woo HJ, Nogueira L, Gao SP, Scherz A, Aggen DH, Rosenberg JE, Pietzak EJ, Seshan V, Greenbaum B, Becker A, Akin O, Iyer G, Al-Ahmadie H, Hakimi AA, Merghoub T, Solit DB, and Coleman JA
- Subjects
- Humans, Male, Female, Aged, Treatment Outcome, Tumor Microenvironment genetics, Middle Aged, Neoplasm Recurrence, Local genetics, Carcinoma, Transitional Cell genetics, Carcinoma, Transitional Cell immunology, Carcinoma, Transitional Cell mortality, Carcinoma, Transitional Cell pathology, Ureteral Neoplasms genetics, Ureteral Neoplasms pathology, Ureteral Neoplasms mortality, Ureteral Neoplasms immunology, Kidney Neoplasms genetics, Kidney Neoplasms immunology, Kidney Neoplasms pathology, Kidney Neoplasms mortality
- Abstract
Background and Objective: Molecular classification of upper tract urothelial carcinoma (UTUC) can provide insight into divergent clinical outcomes and provide a biological rationale for clinical decision-making. As such, we performed multi-omic analysis of UTUC tumors to identify molecular features associated with disease recurrence and response to immune checkpoint blockade (ICB)., Methods: Targeted DNA and whole transcriptome RNA sequencing was performed on 100 UTUC tumors collected from patients undergoing nephroureterectomy. Consensus non-negative matrix factorization was used to identify molecular clusters associated with clinical outcomes. Gene set enrichment and immune deconvolution analyses were performed. Weighted gene co-expression network analysis was employed for unsupervised identification of gene networks in each cluster., Key Findings and Limitations: Five molecular clusters with distinct clinical outcomes were identified. Favorable subtypes (C1 and C2) were characterized by a luminal-like signature and an immunologically depleted tumor microenvironment (TME). Subtype C3 was characterized by FGFR3 alterations and a higher tumor mutational burden, and included all tumors with microsatellite instability. Despite higher rates of recurrence and inferior survival, subtypes C4 and C5 harbored an immunologically rich TME favoring response to ICB. Limitations include extrapolation of molecular features of tumors from the primary site to determine response to systemic immunotherapy and the limited resolution of bulk sequencing to distinguish gene expression in the tumor, stroma, and immune compartments., Conclusions and Clinical Implications: RNA sequencing identified previously underappreciated UTUC molecular heterogeneity and suggests that UTUC patients at the highest risk of metastatic recurrence following surgery include those most likely to benefit from perioperative ICB., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)
- Published
- 2025
- Full Text
- View/download PDF