Evidence map›Paper›PMID 42004488›Full record

ArticleESMO real world data and digital oncology2026

Developing and evaluating definitions of real-world clinical endpoints for patients with early-stage triple-negative breast cancer using a United States of America secondary database.

X Hu, J R Earla, G I Cruz, H Mohammed, T Privette, A Hernandez, R Krishnan, W Pan, A Haiderali

Abstract read
In one paragraph

Article in ESMO real world data and digital oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

9 authors.

X HuMerck & Co., Inc., Rahway, USA.
J R EarlaMerck & Co., Inc., Rahway, USA.
G I CruzSyapse Holdings, Inc., Now Part of N-Power Medicine, Redwood City, USA.
H MohammedSyapse Holdings, Inc., Now Part of N-Power Medicine, Redwood City, USA.
T PrivetteSyapse Holdings, Inc., Now Part of N-Power Medicine, Redwood City, USA.
A HernandezSyapse Holdings, Inc., Now Part of N-Power Medicine, Redwood City, USA.
R KrishnanMerck & Co., Inc., Rahway, USA.
W PanMerck & Co., Inc., Rahway, USA.
A HaideraliMerck & Co., Inc., Rahway, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The KEYNOTE-522 trial showed that neoadjuvant chemotherapy (NAC) plus adjuvant pembrolizumab improved overall survival, event-free survival (EFS), and pathological complete response (pCR) in high-risk early-stage triple-negative breast cancer. As treatments evolve, evaluating real-world (RW) effectiveness is key to understanding trial generalizability. This study benchmarked RW efficacy endpoints in early-stage triple-negative breast cancer patients treated with NAC. Materials and methods: This retrospective study used RW data from United States community practices abstracted by oncology data specialists. Eligible patients received NAC regimens similar to the KEYNOTE-522 control arm. Control arm patients received no adjuvant therapy, while the RW cohort could receive adjuvant capecitabine. Two RW endpoints were assessed: rwpCR (ypT0/Tis ypN0 or clinical pCR with Results: In the RW cohort ( Conclusions: Although pCR rates were higher in the KEYNOTE-522 control arm compared with the RW cohort, rwEFS was comparable with EFS in the KEYNOTE-522 control arm. This study highlights the value of combining structured data with custom abstraction to assess RW endpoints and support future research.

Indexed as

early-stage triple-negative breast cancerevent free survivalpathologic complete responsereal-world clinical endpoints

Identifiers

PMID42004488
PMCPMC13084694

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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.