Evidence map›Paper›PMID 40680033›Full record

ArticlePloS one2025

Prognosis, treatment decision-making and value: A qualitative exploration of the emerging role of breast cancer prognostic assays.

Gillian Parker, Stuart Hogarth, Jennifer Fishman, Fiona A Miller

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

4 authors.

Gillian ParkerInstitute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
Stuart HogarthDepartment of Sociology, University of Cambridge, Cambridge, United Kingdom.
Jennifer FishmanDepartment of Equity, Ethics, and Policy, McGill University, Montreal, QC, Canada.
Fiona A MillerInstitute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.ORCID https://orcid.org/0000-0003-4953-6255

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBreast cancer prognostic assays are emerging as tools used by physicians in the cancer treatment decision-making process. This technology is new, and we must interrogate the integration of these assays into clinical practice and their effect on prognosis and treatment for both providers and patients. The objective of this study was to explore perspectives on the use and integration of breast cancer prognostic assays in clinical care.

methods15 international researcher-physician/scientist key opinion leaders who had conducted studies on breast cancer prognostic assays were interviewed. Participants had conducted studies using five different assays. The interview guide was developed through a literature review and leveraged extensive data collected on key clinical utility outcomes for the assays. All interviews were conducted virtually, recorded, and transcribed verbatim. Data were analysed using thematic analysis.

resultsThree novel themes emerged from participant's perspectives on the use and value of these assays. The emerging role of prognostic assays to identify overtreatment and unnecessary care was highlighted by the majority of participants. The primary value of these tools is to identify patients who will not benefit from adjuvant chemotherapy. Participants reported that current standard practice is to overtreat and portrayed the binary or definitive results of these assays as an important tool to reduce overtreatment. Participants also provided insights into deliberate efforts to integrate the assays into clinical practice and how improved quality of life and reduction in overtreatment was positioned to justify high cost of the assay. Finally, participants reported how the perspectives and uses of these assays vary significantly in different countries and cultures. This jurisdictional variation in cancer prognosis and treatment was observed as producing uneven and sometimes problematic interpretations of value for the assays.

conclusionsThe results of this study provide insights into the integration of prognostic assays into healthcare services. The assays are seeking to extend the boundaries of their clinical utility through identifying overtreatment and low value care. Efforts to integrate these assays and justify their high prices are unpacked and reveal complex and contradictory factors. Finally, these results illuminate that the varied approaches to cancer treatment, and varied use of chemotherapy create disparate perceptions of value for the assays.

Indexed as

Breast NeoplasmsClinical Decision-MakingDecision MakingFemaleHumansPrognosisQualitative Research

Identifiers

PMID40680033
PMCPMC12274007

What OpenQuestion holds

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LicenceCC BY
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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.