Evidence map›Paper›PMID 40139698›Full record

ArticleBMJ open2025

Precision Oncology Program (POP), an observational study using real-world data and imaging mass cytometry to explore decision support for the Molecular Tumor Board: study protocol.

Laura Amanda Boos, Christian Doerig, Gabriele Gut, Nicola Miglino, Luis Fábregas Ibáñez, Shemra Rizzo, Charlotta Schärfe Fruechtenicht, Nandini Chitale, Charles Lu, Martin Zoche and 18 more

Registry-linked trialAbstract readClinical Trial Protocol
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06680726 (Research Collaboration for a Precision Oncology Program), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

NCT06680726 recruitingnot on this map

Research Collaboration for a Precision Oncology Program (POP)

TypeobservationalSponsorAndreas WickiRan2023 to 2025Enrolled200ConditionsCancerArmsMatching with RWD, Imaging Mass Cytometry
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

28 authors.

Laura Amanda BoosDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-4287-799X
Christian DoerigF. Hoffmann-La Roche AG, Basel, Switzerland.ORCID http://orcid.org/0000-0002-4213-8855
Gabriele GutDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0001-8991-0040
Nicola MiglinoDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland.
Luis Fábregas IbáñezDepartment of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-8085-1256
Shemra RizzoPersonalized Healthcare Data Science, Genentech Inc, South San Francisco, California, USA.
Charlotta Schärfe FruechtenichtF. Hoffmann-La Roche AG, Basel, Switzerland.
Nandini ChitaleGenentech Inc, South San Francisco, California, USA.
Charles LuPersonalized Healthcare Data Science, Genentech Inc, South San Francisco, California, USA.
Martin ZocheDepartment of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.
Bernd BodenmillerDepartment of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland.
Stephane ChevrierNavignostics AG, Horgen, Switzerland.
Alexandra Sophia EklundNavignostics AG, Horgen, Switzerland.ORCID http://orcid.org/0000-0003-1047-2100
Marta NowakDepartment of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.
Sepehr Rahmani KhajoueiDepartment of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.ORCID http://orcid.org/0009-0009-9149-4037
Carmen Galani BerardoMedical Affairs, F. Hoffmann-La Roche AG, Mississauga, Ontario, Canada.ORCID http://orcid.org/0000-0001-8219-9436
Lukasz KaczmarekF. Hoffmann-La Roche AG, Basel, Switzerland.
Karin BosshardF. Hoffmann-La Roche AG, Basel, Switzerland.
William ArcheyF. Hoffmann-La Roche AG, Basel, Switzerland.
Matthias BodmerF. Hoffmann-La Roche AG, Basel, Switzerland.
Dominik GlinzF. Hoffmann-La Roche AG, Basel, Switzerland.ORCID http://orcid.org/0000-0003-3509-8186
Eva Camarillo-RetamosaDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0001-8004-8968
Chiara Louisa HempelDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland.
Parisa RahimzadehFaculty of Medicine, University of Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-7192-9795
Benedict GosztonyiFaculty of Medicine, University of Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0003-2215-7220
Ulrich RichterDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland.
Lorenz BankelDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland.
Andreas WickiDepartment of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland andreas.wicki@usz.ch.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPrecision oncology aims to provide individualised treatment recommendations based on patient-specific characteristics. In this rapidly evolving field with increasing numbers of biomarkers and potential therapeutic targets, there is a growing unmet need for evidence guiding these individualised treatment recommendations. The Precision Oncology Program (POP) harnesses real-world data (RWD) and imaging mass cytometry (IMC) to evaluate the feasibility and utility of integrating different data modalities to inform personalised treatment recommendations. This program uses patient-matched clinicogenomic data and spatial single-cell proteomics analysis to support profiling-driven decision-making for patients with cancer at the Molecular Tumor Board. METHODS AND ANALYSIS: The collaborative POP project recruits patients across all tumour entities and stages at the Comprehensive Cancer Center Zurich (CCCZ). For patients in the POP, a clinically and molecularly matched cohort is identified within the nationwide (US-based) de-identified Flatiron Health-Foundation Medicine clinicogenomic database (CGDB). It assesses whether clinical, genomic and outcome data of the CGDB cohort can inform treatment recommendations. In addition, multiplexed imaging mass cytometry (IMC) is performed in formalin-fixed paraffin-embedded tissue to assess the potential impact of spatial proteomics on personalised treatment decisions. RWD and IMC information is reviewed in the Molecular Tumor Board to assess the potential impact of this information on therapy decisions. However, since this is an observational study, these additional recommendations remain nonprescriptive and will not be forwarded to the treating physician. ETHICS AND DISSEMINATION: The study is registered at ClinicalTrials.gov (NCT06680726) and approved by the Canton of Zurich Ethics Committee (Project ID: 2022-02289). Project-specific informed consent is obtained from all participants. Deceased patients may also be included. In this case, a signed general consent form must be available. Data privacy is ensured by unique patient numbers for pseudo-anonymised data. Study findings will be disseminated through international peer-reviewed journals, conferences, and direct communication with participants and relevant organisations. TRIAL REGISTRATION NUMBER: NCT06680726.

Indexed as

Image CytometryMedical OncologyNeoplasmsPrecision MedicineHumansObservational Studies as TopicProteomicsResearch DesignClinical Decision-MakingHistopathologyNetwork Meta-AnalysisONCOLOGYPatient-Centred Care

Identifiers

PMID40139698
PMCPMC11950961

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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.