ArticleEuropean urology2024
Spatial Relationships in the Tumor Microenvironment Demonstrate Association with Pathologic Response to Neoadjuvant Chemoimmunotherapy in Muscle-invasive Bladder Cancer.
Article in European urology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 24 citations in OpenAlex.
- Protein-Based Predictive Biomarkers to Personalize Neoadjuvant Therapy for Bladder Cancer-A Systematic Review of the Current Status.International journal of molecular sciences · 2024Pooled it
- Proliferation- and cytotoxic immune signatures identify chemotherapy-responsive bladder tumors in a molecular subtype dependent manner.NPJ precision oncology · 2026Article
- NOTCH3 regulates myofibroblastic CAF differentiation via the P62-ROS signaling axis to promote bladder cancer progression.Journal of experimental & clinical cancer research : CR · 2026Article
- Therapy-Driven Molecular Evolution of Bladder Cancer: Roles of Cellular Plasticity and Tumor Microenvironment.International journal of molecular sciences · 2026Review
- Immune checkpoint inhibitors in bladder cancer: from mechanistic insights to emerging combination frontlines.Clinical and experimental medicine · 2026Review
- Crucial Contribution of BACH1 to Bladder Cancer Progression via Upregulating Epithelial-Mesenchymal Transition Pathway.Cancer science · 2026Article
- Perspective on the integration of radiomics and spatial omics in the analysis of the tumor microenvironment of bladder cancer and prospects for precision diagnosis and treatment.Frontiers in immunology · 2026Review
- Spatial proteomics: technical evolution and applications in cancer research.Frontiers in cell and developmental biology · 2026Review
- Characterization of the tumor microenvironment in locally advanced gastric cancer and identification of spatially predictive biomarkers associated with beneficial neoadjuvant immunochemotherapy.Frontiers in immunology · 2026Article
- The Emerging Role of B Cells and Tertiary Lymphoid Structures in Bladder Cancer.Current urology reports · 2025Review
- Integrated local and global Ki67 profiling for prognostic stratification and therapeutic guidance in high-grade neuroendocrine neoplasms: a multicenter validation study.International journal of surgery (London, England) · 2025Article
- End Points for the Next-Generation Bladder-Sparing Perioperative Trials for Patients With Muscle-Invasive Bladder Cancer.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025Article
- Variations in Circulating Tumor Microenvironment-Associated Proteins in Non-Muscle Invasive Bladder Cancer Induced by Mitomycin C Treatment.International journal of molecular sciences · 2025Article
- Neoadjuvant treatment patterns and biomarker selection in muscle-invasive bladder cancer.Discover oncology · 2025Review
- Unsupervised learning-based quantitative analysis of CT intratumoral subregions predicts risk stratification of bladder cancer patients.BMC medicine · 2025Article
- Monitoring circulating tumor DNA by recurrent hotspot mutations in bladder cancer.BJC reports · 2025Article
- Predicting response to neoadjuvant chemotherapy in muscle-invasive bladder cancer via interpretable multimodal deep learning.NPJ digital medicine · 2025Article
- Multiomics Reveals the Immunologic Features and the Immune Checkpoint Blockade Potential of Colorectal Medullary Carcinoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025Article
- Secondary Analysis of PSA and BCR-Free Survival in Asian Prostate Cancer Patients.Cancer management and research · 2025Article
- Silencing CCT3 induces ferroptosis through the NOD1-NF-κB signaling pathway in bladder cancer.Scientific reports · 2024Article
Corrections and comments
- Commented on by
Authors and funding
16 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundPlatinum-based neoadjuvant chemotherapy (NAC) is standard for patients with muscle-invasive bladder cancer (MIBC). Pathologic response (complete: ypT0N0 and partial: <ypT2N0) to NAC is associated with improved survival with ypT0N0 achieved in 30-40% of cases. Strategies to increase response to NAC are needed. Incorporation of immune checkpoint inhibitors (ICIs) has demonstrated promise, and better spatial understanding of the tumor microenvironment may help predict NAC/ICI response.
objectiveUsing the NanoString GeoMx platform, we performed proteomic digital spatial profiling (DSP) on transurethral resections of bladder tumors from 18 responders (<ypT2) and 18 nonresponders (≥ypT2) from two studies of NAC (gemcitabine and cisplatin) plus ICI (LCCC1520 [pembrolizumab] and BLASST-1 [nivolumab]). DESIGN, SETTING, AND
participantsPretreatment tumor samples were stained by hematoxylin and eosin and immunofluorescence (panCK and CD45) to select four regions of interest (ROIs): tumor enriched (TE), immune enriched (IE), tumor/immune interface (tumor interface = TX and immune interface = IX). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: DSP was performed with 52 protein markers from immune cell profiling, immunotherapy drug target, immune activation status, immune cell typing, and pan-tumor panels. RESULTS AND LIMITATIONS: Protein marker expression patterns were analyzed to determine their association with pathologic response, incorporating or agnostic of their ROI designation (TE/IE/TX/IX). Overall, DSP-based marker expression showed high intratumoral heterogeneity; however, response was associated with markers including PD-L1 (ROI agnostic), Ki-67 (ROI agnostic, TE, IE, and TX), HLA-DR (TX), and HER2 (TE). An elastic net model of response with ROI-inclusive markers demonstrated better validation set performance (area under the curve [AUC] = 0.827) than an ROI-agnostic model (AUC = 0.432). A model including DSP, tumor mutational burden, and clinical data performed no better (AUC = 0.821) than the DSP-only model.
conclusionsDespite high intratumoral heterogeneity of DSP-based marker expression, we observed associations between pathologic response and specific DSP-based markers in a spatially dependent context. Further exploration of tumor region-specific biomarkers may help predict response to neoadjuvant chemoimmunotherapy in MIBC. PATIENT SUMMARY: In this study, we used the GeoMx platform to perform proteomic digital spatial profiling on transurethral resections of bladder tumors from 18 responders and 18 nonresponders from two studies of neoadjuvant chemotherapy (gemcitabine and cisplatin) plus immune checkpoint inhibitor therapy (LCCC1520 [pembrolizumab] and BLASST-1 [nivolumab]). We found that assessing protein marker expression in the context of tumor architecture improved response prediction.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.