Evidence map›Paper›PMID 42335902›Full record

Trial reportCell reports. Medicine2026

Spatial architecture contributes to failure of bulk biomarker-guided neoadjuvant immunotherapy selection in bladder cancer: The DUTRENEO study.

Enrique Grande, Mustafa Sibai, Daniela Grases, Elena Andrada, Oscar Reig, Marc Escobosa, Ainara Azueta, Daniel Castellano, Javier Puente, Jaime Martínez de Villarreal and 23 more

Abstract readClinical Trial, Phase IIRandomized Controlled Trial
In one paragraph

Trial report in Cell reports. Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

33 authors.

Enrique GrandeMedical Oncology Department, MD Anderson Cancer Center Madrid, Facultad de Medicina, Universidad Francisco de Vitoria, Madrid, Spain. Electronic address: egrande@oncomadrid.com.
Mustafa SibaiJosep Carreras Leukaemia Research Institute, Badalona, Spain; Barcelona Supercomputing Center, Barcelona, Spain.
Daniela GrasesJosep Carreras Leukaemia Research Institute, Badalona, Spain.
Elena AndradaEpithelial Carcinogenesis Group, Spanish National Cancer Research Centre-CNIO, Madrid, Spain; Centro de Investigación Biomédica en Red Cáncer, Madrid, Spain.
Oscar ReigMedical Oncology Department, Hospital Clinic, Barcelona, Spain; Translational Genomics and Targeted Therapies in Solid Tumours, IDIBAPS, Barcelona, Spain; Department of Medicine, University of Barcelona, Barcelona, Spain.
Marc EscobosaJosep Carreras Leukaemia Research Institute, Badalona, Spain.
Ainara AzuetaPathology Department, Hospital Universitario Basurto, Bilbao, Spain; Translational Prostate Cancer Research Lab, Biobizkaia Health Research Institute, Barakaldo, Spain.
Daniel CastellanoServicio de Oncología Médica, Hospital 12 de Octubre, Madrid, Spain.
Javier PuenteMedical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain.
Jaime Martínez de VillarrealEpithelial Carcinogenesis Group, Spanish National Cancer Research Centre-CNIO, Madrid, Spain; Centro de Investigación Biomédica en Red Cáncer, Madrid, Spain.
Albert FontMedical Oncology Department, Institut Català d'Oncologia, Badalona Applied Research Group in Oncology (B-ARGO Group), Institut Investigació Germans Trias i Pujol (IGTP), Badalona, Spain.
Teresa Alonso-GordoaMedical Oncology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain.
Raquel BenítezCentro de Investigación Biomédica en Red Cáncer, Madrid, Spain; Genetic and Molecular Epidemiology Group, Spanish National Cancer Centre-CNIO, Madrid, Spain.
Ane Moreno-OyaCentro de Investigación Biomédica en Red Cáncer, Madrid, Spain; Genetic and Molecular Epidemiology Group, Spanish National Cancer Centre-CNIO, Madrid, Spain.
Mario Álvarez-MaestroHospital La Paz, Madrid, Spain.
Javier BurgosUrology Department, Hospital Ramón y Cajal, Alcalá University, IRYCIS, Madrid, Spain.
M Angel ClimentServicio de Oncología Médica, Fundación Instituto Valenciano de Oncología, Valencia, Spain.
Mario DomínguezServicio de Urología, Hospital Marqués de Valdecilla, Santander, Spain.
Patricia GalvánTranslational Genomics and Targeted Therapies in Solid Tumours, IDIBAPS, Barcelona, Spain; Cancer Institute and Blood Disorders, Hospital Clinic, Barcelona, Spain.
Isabel GalanteServicio de Urología, Hospital Clínico San Carlos, Madrid, Spain.
Juan F GarcíaPathology Department, MD Anderson Cancer Center, Madrid, Spain.
Elena PerezJosep Carreras Leukaemia Research Institute, Badalona, Spain.
Xavier García Del MuroInstitut Català d'Oncologia. IDIBELL, University of Barcelona, Barcelona, Spain.
Félix Guerrero-RamosUrology Department, Hospital 12 de Octubre, Madrid, Spain.
Miriam MarquésEpithelial Carcinogenesis Group, Spanish National Cancer Research Centre-CNIO, Madrid, Spain; Centro de Investigación Biomédica en Red Cáncer, Madrid, Spain.
Pablo MarotoOncologia Médica, Hospital Sant Pau, Barcelona, Spain.
Jesús M ParamioMolecular and Translational Oncology, CIEMAT, Biomedical Research Institute, University Hospital "12 de Octubre", CIBERONC, Madrid, Spain.
Alvaro PintoMedical Oncology Service, Hospital Universitario La Paz - IdiPAZ, Madrid, Spain.
Aleix PratTranslational Genomics and Targeted Therapies in Solid Tumours, IDIBAPS, Barcelona, Spain; Department of Medicine, University of Barcelona, Barcelona, Spain; Cancer Institute and Blood Disorders, Hospital Clinic, Barcelona, Spain.
Núria MalatsCentro de Investigación Biomédica en Red Cáncer, Madrid, Spain; Genetic and Molecular Epidemiology Group, Spanish National Cancer Centre-CNIO, Madrid, Spain.
Ignacio DuránHospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain.
Eduard Porta-PardoJosep Carreras Leukaemia Research Institute, Badalona, Spain; Barcelona Supercomputing Center, Barcelona, Spain. Electronic address: eporta@carrerasresearch.org.
Francisco X RealEpithelial Carcinogenesis Group, Spanish National Cancer Research Centre-CNIO, Madrid, Spain; Centro de Investigación Biomédica en Red Cáncer, Madrid, Spain; Departament de Medicina i Ciències de la Vida, Universitat Pompeu Fabra, Barcelona, Spain. Electronic address: freal@cnio.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Predictive biomarkers for immune checkpoint inhibitors (ICIs) are largely identified retrospectively, but their prospective clinical utility remains unproven. Here, we report DUTRENEO, a prospective randomized phase 2 trial testing whether a retrospectively validated 18-gene bulk tumor inflammation signature (TIS) can guide neoadjuvant ICI therapy in muscle-invasive bladder cancer. The trial does not meet its primary endpoint, and this demonstrates that bulk gene-expression stratification does not sufficiently enrich for responders. To define the biology underlying this failure, we generate single-cell spatial transcriptomic profiles of 377 genes in ∼5.4 million cells across large tissue areas. Response is governed by spatial architectures invisible to bulk assays, including CD8

Indexed as

Biomarkers, TumorImmunotherapyNeoadjuvant TherapyUrinary Bladder NeoplasmsFemaleGene Expression Regulation, NeoplasticHumansImmune Checkpoint InhibitorsBiomarkers, TumorImmune Checkpoint Inhibitorsbiomarkerbladder cancercisplatinimmune checkpoint inhibitorsmulti-omicsneoadjuvant therapypatient stratificationPDL1randomized trialspatial transcriptomics

Identifiers

PMID42335902
PMCPMC13400163

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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 Socratic graph.