bioRxivCancer BiologyPreprint
The evolution of genomic, transcriptomic, and single-cell protein markers of metastatic upper tract urothelial carcinoma
K. Ohara, A. F. Rendeiro, B. Bhinder, K. W. Eng, H. Ravichandran, D. Pisapia, A. Vosoughi, E. Fernandez, K. Shohdy, J. Manohar, S. Beg, D. Wilkes, B. Robinson, F. Khani, R. Bareja, S. Tagawa, A. Sboner, O. Elemento, B. M. Faltas, J. M. Mosquera
Abstract
The molecular characteristics of metastatic upper tract urothelial carcinoma (UTUC) are unknown. The genomic and transcriptomic differences between primary and metastatic UTUC is not well described either. We combined whole-exome sequencing, RNA-sequencing, and Imaging Mass Cytometry (IMC) of 44 tumor samples from 28 patients with high-grade primary and metastatic UTUC. IMC enables spatially resolved single-cell analyses to examine the evolution of cancer cell, immune cell, and stromal cell markers using mass cytometry with lanthanide metal-conjugated antibodies. We discovered that actionable genomic alterations are frequently discordant between primary and metastatic UTUC tumors in the same patient. In contrast, molecular subtype membership and immune depletion signature were stable across primary and matched metastatic UTUC. Molecular and immune subtypes were consistent between bulk RNA-sequencing and mass cytometry of protein markers from 340,798 single-cells. Molecular subtyping at the single cell level was highly conserved between primary and metastatic UTUC tumors within the same patient.
- organism: human
- assay: whole-exome sequencing
- assay: bulk RNA-seq
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: differential expression
- approach: experimental assay
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
- Molecular characterization reveals genomic and transcriptomic subtypes of metastatic urothelial carcinoma
J. A. Nakauma-Gonzalez, M. Rijnders, … J. L. Boormans·bioRxiv·Mar 17, 2021
- Single-cell trajectories in metastatic urothelial carcinoma reveal tumor-immune reprogramming and macrophage-driven resistance to PD-(L)1 blockade
Ronan Flippot, Amélie Roehrig, … Yohann Loriot·bioRxiv·Apr 2, 2026
- Analysis of uveal melanoma scRNA sequencing data identifies neoplastic-immune hybrid cells that exhibit metastatic potential
A. N. Anderson, P. Conley, … M. H. Wong·bioRxiv·Oct 24, 2023
- A Single-Cell Atlas Reveals Cancer Cell Plasticity and Stromal-Immune Remodeling in Uterine Carcinosarcoma Across Diverse Ancestries
Santhilal Subhash, Marie‐Therese Bammert, … Semir Beyaz·bioRxiv·Jul 10, 2026
- Molecular profiling of driver events and tumor-infiltrating lymphocytes in metastatic uveal melanoma
J. Karlsson, L. M. Nilsson, … J. A. Nilsson·bioRxiv·Aug 21, 2019
- Integrated molecular and pharmacological characterization of patient-derived xenografts from bladder and ureteral cancers identifies new potential therapies.
H. Lang, C. Beraud, … T. Massfelder·Frontiers in OncologyPeer-reviewed·Aug 11, 2022