Evidence map›Paper›PMID 39621968›Full record

ArticleJournal of clinical oncology : official journal of the American Society of Clinical Oncology2025

Development and Validation of the RSClinN+ Tool to Predict Prognosis and Chemotherapy Benefit for Hormone Receptor-Positive, Node-Positive Breast Cancer.

Lajos Pusztai, Jess R Hoag, Kathy S Albain, William E Barlow, Salomon M Stemmer, Allison Meisner, Gabriel N Hortobagyi, Steven Shak, James M Rae, Rick Baehner and 2 more

Abstract readValidation Study
In one paragraph

Article in Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Development and Validation of Data-Driven Estimates of Recurrence Risk and Treatment Benefit in Early Breast Cancer.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  9. Exosome-Based Liquid Biopsy in Early Screening and Diagnosis of Cancers.Dose-response : a publication of International Hormesis Society
    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

12 authors.

Lajos PusztaiYale University School of Medicine, New Haven, CT.ORCID 0000-0001-9632-6686
Jess R HoagExact Sciences Corporation, Madison, WI.
Kathy S AlbainLoyola University Chicago Stritch School of Medicine, Maywood, IL.ORCID 0000-0002-2899-2473
William E BarlowSWOG Statistics and Data Management Center, Fred Hutchinson Cancer Center, Seattle, WA.ORCID 0000-0003-4651-2282
Salomon M StemmerTel Aviv University, Tel Aviv, Israel.
Allison MeisnerFred Hutchinson Cancer Center, Seattle, WA.
Gabriel N HortobagyiThe University of Texas MD Anderson Cancer Center, Houston, TX.ORCID 0000-0002-4873-4412
Steven ShakExact Sciences Corporation, Madison, WI.
James M RaeUniversity of Michigan, Ann Arbor, MI.ORCID 0000-0002-3412-8219
Rick BaehnerExact Sciences Corporation, Madison, WI.ORCID 0000-0001-6883-1212
Priyanka SharmaUniversity of Kansas Medical Center, Westwood, KS.ORCID 0000-0001-8592-2239
Kevin M KalinskyEmory University School of Medicine, Atlanta, GA.ORCID 0000-0002-3113-7902

Funding

SWOG Network Group Operations Center of the NCTNU10CA180888 · NCI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI PRIMO N. LARA · 2014 to 2026
$152.1M
SWOG Statistics & Data Management Center complex - extension supplement for GY06U10CA180819 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Michael L. LeBlanc · 2014 to 2026
$115.2M
SWOG U24 Funding for 2026-2027U24CA196175 · NCI · RESEARCH INST NATIONWIDE CHILDREN'S HOSP · PI James Michael Rae, Nilsa Del Carmen Ramirez Milan · 2015 to 2026
$37.6M
UM LAPs -UG1 GrantUG1CA233160 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ANNE F SCHOTT · 2019 to 2026
$5.4M
NCI NIH HHS U10 CA180819NCI NIH HHS U10 CA180888NCI NIH HHS U24 CA196175NCI NIH HHS UG1 CA233160
6 · The paper itself

Abstract

purposeClinicopathological factors and the 21-gene Oncotype DX Breast Recurrence Score (RS) test both influence prognosis. Our goal was to develop a new tool, RSClinN+, to individualize recurrence risk and chemotherapy benefit predictions by menopausal status for patients with HR+/human epidermal growth factor receptor 2-negative, lymph node-positive breast cancer by integrating the RS result with clinicopathological factors (grade, tumor size, age).

methodsWe used patient-level data from 5,283 patients treated with chemoendocrine therapy (CET) versus endocrine therapy alone (ET) in the S1007 (N = 4,916) and S8814 (N = 367) trials to develop the tool. Cox proportional hazards regression models stratified by trial were used to estimate 5-year invasive disease-free survival for pre- and postmenopausal woman, respectively. The integrated RSClinN+ model was compared with RS alone and clinicopathological models using likelihood ratio tests. Absolute CET benefit was estimated as the difference between ET and CET risk estimates. Validation of RSClinN+ was performed in 592 patients with node-positive disease in the Clalit Health Services registry.

resultsRSClinN+ provides better prognostic information than RS model alone (premenopausal

conclusionRSClinN+ provides improved estimates of prognosis and absolute CET benefit for individual patients compared with RS or with clinical data alone and could be used in patient counseling.

Indexed as

Breast NeoplasmsAdultAgedAntineoplastic Agents, HormonalBiomarkers, TumorDisease-Free SurvivalErb-b2 Receptor Tyrosine KinasesFemaleHumansLymphatic MetastasisMiddle AgedNeoplasm Recurrence, LocalPrognosisProportional Hazards ModelsReceptors, EstrogenReceptors, ProgesteroneAntineoplastic Agents, HormonalBiomarkers, TumorERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesReceptors, EstrogenReceptors, Progesterone

Identifiers

PMID39621968
PMCPMC11885031

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Registered trials

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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.