Evidence map›Paper›PMID 40002163›Full record

ArticleCancers2025

K-Means Clustering of Hyperpolarised

Ines Horvat-Menih, Alixander S Khan, Mary A McLean, Joao Duarte, Eva Serrao, Stephan Ursprung, Joshua D Kaggie, Andrew B Gill, Andrew N Priest, Mireia Crispin-Ortuzar and 5 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Cancers, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Proof-of-Concept Study of Hyperpolarized [1-Radiology. Imaging cancer · 2026
    Article
  2. Article
  3. Article
  4. Review
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

15 authors.

Ines Horvat-MenihDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0002-1373-6944
Alixander S KhanDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0002-9048-9553
Mary A McLeanDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0002-3752-0179
Joao DuarteDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.
Eva SerraoDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.
Stephan UrsprungDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0003-2476-178X
Joshua D KaggieDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0001-6706-3442
Andrew B GillDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0002-9287-9563
Andrew N PriestDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0002-9771-4290
Mireia Crispin-OrtuzarDepartment of Oncology, University of Cambridge, Cambridge CB2 0QQ, UK.
Anne Y WarrenDepartment of Pathology, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, UK.ORCID 0000-0002-1170-7867
Sarah J WelshPinto Medical Consultancy, Cart House 2 Copley Hill Business Park, Cambridge CB22 3GN, UK.
Thomas J MitchellDepartment of Surgery, University of Cambridge, Cambridge CB2 0QQ, UK.
Grant D StewartDepartment of Surgery, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0003-3188-9140
Ferdia A GallagherDepartment of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK.ORCID 0000-0003-4784-5230

Funding

Cancer Research UK C19212/A16628Cancer Research UK C19212/A27150Cancer Research UK C19212/A29082Cancer Research UK C9685/A25177Cancer Research UK CTRQQR-2021\100012National Cancer Imaging Translational Accelerator C42780/A27066NIHR Cambridge Biomedical Research Centre BRC-1215-20014NIHR Cambridge Biomedical Research Centre NIHR203312The Mark Foundation for Cancer Research RG95043
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

clear cell renal cell carcinomahyperpolarised [1-13C]pyruvate MRIk-means clusteringRNA sequencing

Identifiers

PMID40002163
PMCPMC11852806

What OpenQuestion holds

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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.