npj Precision OncologyCancer BiologyPeer-reviewed journal article
Single Cell RNA-sequencing of BCG naive and recurrent non-muscle invasive bladder cancer reveals a CD6/ALCAM mediated immune-suppressive pathway
Ivan JurićiD, Emily E. FinkiD, Hong QiuiD, P. DespreziD, Arvind RaviiD, Mark Holton, Vladimir MakaroviD, Nima AlmassiiD, Booki MiniD, Gad A. GetziD, Timothy An-thy ChaniD, Tyler Joseph AlbaniD, Angela H. TingiD, Byron LeeiD
Abstract
Non-muscle invasive bladder cancer (NMIBC) represents 70-80% patients with newly diagnosed bladder cancer, and Bacillus Calmette-Guerin (BCG) remains a cornerstone treatment for intermediate-and high-risk NMIBC to prevent disease recurrence and progression. However, many patients experience recurrence after induction BCG, posing significant challenges in the management of the disease. We conducted single cell RNA sequencing on freshly collected NMIBC samples, distinguishing between those naive to BCG treatment and those that recurred post-BCG treatment. We observed a clear activation of inflammatory pathways across cell types during recurrence, but these were not associated with canonical immune checkpoint or T cell exhaustion phenotypes. Analysis of cell-to-cell communication revealed enhanced interactions between T cells and urothelial cells in BCG-recurrence, predominantly modulated by CD6 and ALCAM. Furthermore, we found CD6hi T cells to be immunosuppressed and enriched in recurrent samples, suggesting a potential role for CD6 as an immune evasion signal in NMIBC. SIGNIFICANCEThese findings uncover a novel mechanism responsible for bladder cancer recurrence after BCG treatment. Enhanced T cell-urothelial cell communication in recurrent tumors mediated by CD6 and ALCAM leads to an immunosuppressed state. Thus, CD6 may have potential as a therapeutic target to augment BCG response in non-muscle invasive bladder cancer.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: cell-cell communication
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: experimental assay
- Citations
- 6
- FWCI
- 5.64
- Field percentile
- top 3%
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
- B cell exhaustion associates with poor response to Bacillus Calmette-Guerin immunotherapy in patients with bladder cancer
Priyanka Yolmo, Kartik Sachdeva, … Madhuri Koti·bioRxiv·Jun 1, 2026
- Failure of Bacillus Calmette-Guerin Therapy in Patients with Bladder Cancer is Characterized by Immune Dysfunction Associated with Activator Protein 1
Andrew Garven, Jean‐François Paré, … Charles H. Graham·bioRxiv·May 10, 2026
- The HLA-E/NKG2A axis identifies a therapeutic vulnerability in BCG-unresponsive bladder cancer
Bérengère Salomé, Haocheng Yu, … Amir Horowitz·bioRxiv·Sep 2, 2024
- Carcinogen induced expansion of atypical B cells and pre-treatment tumor adjacent tertiary lymphoid structures associate with poor response to BCG in non-muscle invasive bladder cancer
- Elevated HLA-E and NKG2A as a consequence of chronic immune activation defines resistance to M. bovis BCG immunotherapy in Non-Muscle-Invasive Bladder Cancer
D. Ranti, Y.-S. Wang, … A. Horowitz·bioRxiv·Mar 6, 2022
- Divergent Macrophage-Regulated T cell States Determine Response to Bacillus Calmette-Guerin (BCG) in High-Risk Bladder Cancer
Ryan J. Brown, Mairah T. Khan, … Joshua J. Meeks·bioRxiv·Sep 18, 2025