Related Experiment Video
Updated: Jan 18, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Biomarker Analysis and Treatment Dynamics Following Preoperative Ipilimumab plus Nivolumab in Locally Advanced
Chantal F Stockem1, Alberto Gil-Jimenez2, Hamza Ali2
1Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands.
Purpose:
In NABUCCO, the safety and efficacy of preoperative ipilimumab plus nivolumab were assessed in stage III urothelial cancer. Encouraging responses were achieved, and ipilimumab 3 mg/kg (ipilimumab-high) seemed more effective than ipilimumab 1 mg/kg (ipilimumab-low). We explored ipilimumab plus nivolumab response biomarkers and tumor microenvironment (TME) treatment dynamics.
Patients And Methods:
Baseline formalin-fixed, paraffin-embedded tumor tissue was analyzed using PD-L1 IHC (n = 51) and whole-exome and transcriptome sequencing (both n = 53) and correlated with response. Baseline infiltration of CD8+ T cells (n = 51) and at cystectomy (n = 42) was examined. Single-cell RNA sequencing (scRNA-seq) of CD3+ T cells was conducted on on-treatment resection tissue of two responders to ipilimumab-high to explore the characteristics of CD8+ T cells within the TME.
Results:
High tumor mutational burden and PD-L1 positivity were associated with response to ipilimumab plus nivolumab. Nonresponding patients exhibited increased expression of a TGFβ signature. We observed increased transcription of the g2m checkpoint and e2f target in responders to ipilimumab-high and enhanced transcription of IFN-α and IFN-γ hallmarks in responders to ipilimumab-low. CD8+TCF7+ T cells accumulated in the TME of responders to ipilimumab-high. scRNA-seq of CD8A+TCF7+ T cells demonstrated enhanced expression of IL7R, CCR7, GPR15, XCL1, SELL, and LEF1.
Conclusions:
Our data indicate that tumor mutational burden, PD-L1, and TGFβ are potential biomarkers for response to ipilimumab plus nivolumab in stage III urothelial cancer. An inflammatory TME might be relevant for responding to ipilimumab-low. We found that in responders to ipilimumab-high, TCF7+CD8+ T cells accumulated in the TME. scRNA-seq in two responders suggested that TCF7+CD8A+ T cells express genes associated with immunologic memory formation and T-cell homing.
More Related Videos
07:29Intramucosal Inoculation of Squamous Cell Carcinoma Cells in Mice for Tumor Immune Profiling and Treatment Response Assessment
Published on: April 22, 2019
11:02Induction of Invasive Transitional Cell Bladder Carcinoma in Immune Intact Human MUC1 Transgenic Mice: A Model for Immunotherapy Development
Published on: October 30, 2013