Evidence map›Paper›PMID 40354012›Full record

ArticleAdvances in therapy2025

Real-World Evidence Acceptability and Use in Breast Cancer Treatment Decision-Making in the United States: Call-to-Action from a Multidisciplinary Think Tank.

Sean Khozin, Nancy A Dreyer, Dominic Galante, Raymond Liu, Peter Neumann, Nathan Nussbaum, Joyce O'Shaughnessy, Debra Patt, Mothaffar Rimawi, Hope Rugo and 3 more

Abstract read
In one paragraph

Article in Advances in therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

13 authors.

Sean KhozinMassachusetts Institute of Technology, Cambridge, MA, USA. sean@phyusionbio.com.
Nancy A DreyerUniversity of North Carolina, Chapel Hill, NC, USA.
Dominic GalantePrecision AQ, Gladstone, NJ, USA.
Raymond LiuSan Francisco Medical Center, Kaiser Permanente, Northern California, San Francisco, CA, USA.
Peter NeumannCenter for the Evaluation of Value and Risk in Health, Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA.
Nathan NussbaumVerily, Durham, NC, USA.
Joyce O'ShaughnessyBaylor University Medical Center, Texas Oncology, US Oncology, Dallas, TX, USA.
Debra PattTexas Oncology, US Oncology, Dallas, TX, USA.
Mothaffar RimawiBaylor College of Medicine, Houston, TX, USA.
Hope RugoUniversity of California San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA.
Sara M TolaneyDana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
Marisa WeissBreastcancer.org, Ardmore, PA, USA.
Adam BrufskyUniversity of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, PA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Complementing randomized controlled trials, real-world evidence (RWE) from observational analyses can extend clinical insights in oncology. While healthcare stakeholders have published rigorous RWE frameworks and resources, a multidisciplinary think tank was established to further advance acceptance and use of RWE in treatment decision-making, with the focus on breast cancer (while recognizing relevance in oncology more broadly). Members discussed perceptions of RWE from a clinical perspective, across domains of data, methodology, and mindset, and "calls-to-action" for stakeholders. Agreement was reached on a primary "call-to-action," to develop clinically-relevant, patient-informed, real-world endpoints, and secondary "calls-to-action": establish a multidisciplinary consensus forum; publish examples of unique RWE value; build upon existing frameworks and resources; and tailor an approach for exhibiting utility to guideline bodies.

Indexed as

Breast NeoplasmsClinical Decision-MakingDecision MakingEvidence-Based MedicineFemaleHumansUnited StatesBreast cancerReal-world dataReal-world evidenceTreatment decision-making

Identifiers

PMID40354012
PMCPMC12182450

What OpenQuestion 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 OpenQuestion graph.