Evidence map›Paper›PMID 35028613›Full record

ArticleCell reports. Medicine2021

Stage-stratified molecular profiling of non-muscle-invasive bladder cancer enhances biological, clinical, and therapeutic insight.

Carolyn D Hurst, Guo Cheng, Fiona M Platt, Mauro A A Castro, Nour-Al-Dain S Marzouka, Pontus Eriksson, Emma V I Black, Olivia Alder, Andrew R J Lawson, Sia V Lindskrog and 10 more

Open access · goldAbstract read
In one paragraph

Article in Cell reports. Medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed
7.7field-weighted citation impact, top 2% of its field
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

30 citing papers in PubMed, 56 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
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  5. Article
  6. The emerging role of the microbiome in bladder cancer: prognostic implications and treatment response.Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologicas · 2026
    Review
  7. Article
  8. Review
  9. Article
  10. Review
  11. Desmocollin-3 and Bladder Cancer.Diseases (Basel, Switzerland) · 2025
    Article
  12. Article
  13. Article
  14. Review
  15. Review
  16. Article
  17. The Role of SWI/SNF Complex in Bladder Cancer.Journal of cellular and molecular medicine · 2025
    Review
  18. Review
  19. Review
  20. 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

20 authors at 7 institutions in 6 countries.

Carolyn D HurstDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Guo ChengDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Fiona M PlattDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Mauro A A CastroBioinformatics and Systems Biology Laboratory, Federal University of Paraná, Curitiba, Brazil.
Nour-Al-Dain S MarzoukaDivision of Oncology, Department of Clinical Sciences, Lund University, Lund, Sweden.
Pontus ErikssonDivision of Oncology, Department of Clinical Sciences, Lund University, Lund, Sweden.
Emma V I BlackDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Olivia AlderDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Andrew R J LawsonCancer, Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Hinxton CB10 1SA, UK.
Sia V LindskrogDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
Julie E BurnsDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Sunjay JainPyrah Department of Urology, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Jo-An RoulsonDepartment of Histopathology, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Joanne C BrownDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
Jan KosterLaboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Amsterdam University Medical Centers, University of Amsterdam, Cancer Center Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands.
A Gordon RobertsonCanada's Michael Smith Genome Sciences Center, BC Cancer, Vancouver, BC V5Z 4S6, Canada.
Inigo MartincorenaCancer, Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Hinxton CB10 1SA, UK.
Lars DyrskjøtDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
Mattias HöglundDivision of Oncology, Department of Clinical Sciences, Lund University, Lund, Sweden.
Margaret A KnowlesDivision of Molecular Medicine, Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK.
St James's University Hospital · GBLund University · SEAarhus University · DKWellcome Sanger Institute · GBAmsterdam University Medical Centers · NLCanada's Michael Smith Genome Sciences Centre · CAUniversidade Federal do Paraná · BR

Funding

Cancer Research UK 21777
6 · The paper itself

Abstract

Understanding the molecular determinants that underpin the clinical heterogeneity of non-muscle-invasive bladder cancer (NMIBC) is essential for prognostication and therapy development. Stage T1 disease in particular presents a high risk of progression and requires improved understanding. We present a detailed multi-omics study containing gene expression, copy number, and mutational profiles that show relationships to immune infiltration, disease recurrence, and progression to muscle invasion. We compare expression and genomic subtypes derived from all NMIBCs with those derived from the individual disease stages Ta and T1. We show that sufficient molecular heterogeneity exists within the separate stages to allow subclassification and that this is more clinically meaningful for stage T1 disease than that derived from all NMIBCs. This provides improved biological understanding and identifies subtypes of T1 tumors that may benefit from chemo- or immunotherapy.

Indexed as

Gene Expression ProfilingGene DosageGene Expression Regulation, NeoplasticHumansMusclesMutationMycobacterium bovisNeoplasm InvasivenessNeoplasm ProteinsNeoplasm Recurrence, LocalNeoplasm StagingPPAR gammaTranscription, GeneticTumor Suppressor Protein p53Urinary Bladder NeoplasmsNeoplasm ProteinsPPAR gammaTumor Suppressor Protein p53classificationclinical outcomecopy numbergenomicsNMIBCnon-muscle-invasive bladder cancerPPAR gammastage T1stage Tatranscriptomics

Identifiers

PMID35028613
PMCPMC8714941
OpenAlexW4200263554

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.