Evidence map›Paper›PMID 41843049›Full record

ArticleAdvances in therapy2026

Clinically Meaningful, Patient-Centered Endpoints for Real-World Evidence Generation in Breast Cancer: Perspectives from the Multidisciplinary TRIUMPH Initiative.

Sean Khozin, Nancy A Dreyer, Dominic Galante, Raymond Liu, Peter Neumann, Nathan Nussbaum, Joyce O'Shaughnessy, Mothaffar F Rimawi, Hope S Rugo, Sara M Tolaney and 2 more

Abstract readEditorial
In one paragraph

Article in Advances in therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 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 NussbaumTarget RWE, Durham, NC, USA.
Joyce O'ShaughnessyBaylor University Medical Center, Texas Oncology, US Oncology, Dallas, TX, USA.
Mothaffar F RimawiDan L Duncan Comprehensive Cancer Center at Baylor College of Medicine, Houston, TX, USA.
Hope S RugoCity of Hope Comprehensive Cancer Center, Duarte, 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

Stakeholders have made major advances in generation of real-world evidence (RWE); however, core challenges remain, limiting its value and utility in guiding treatment decision-making. In particular, persisting lack of industry consensus on standardized, clinically meaningful, patient-centered endpoints was considered a critical area of interest for the multidisciplinary Think tank on RWE In the US from Multiple Perspectives in Healthcare (TRIUMPH). Collaborating in a group forum, TRIUMPH assembled and reviewed a first draft of potential endpoints that may be more consistently incorporated into RWE research. Among this list, time to next treatment, adherence/persistence, psychosocial well-being, and frailty were prioritized for subsequent discussion on ways to enable their broader adoption. Across the four endpoints, key opportunities for improving adoption included additional education for researchers, standardization of algorithms, and exploration of new approaches for derivation in real-world data. Over the course of discussion, TRIUMPH also identified frailty and area/neighborhood socioeconomic status as key baseline characteristics that may guide stratified analyses of the prioritized endpoints, to increase patient-centric value of the resulting RWE. In the future, other endpoints and characteristics (beyond those in focus for TRIUMPH) will also likely emerge, and should similarly be incorporated into routine care and research, to continue growing the utility of RWE in better informing treatment decision-making.

Indexed as

Breast NeoplasmsEndpoint DeterminationEvidence-Based MedicineClinical Decision-MakingFemaleHumansPatient-Centered CareBreast cancerPatient-centricityReal-world dataReal-world evidenceTreatment decision-making

Identifiers

PMID41843049
PMCPMC13156212

What OpenQuestion holds

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LicenceCC BY-NC
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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.