Evidence map›Paper›PMID 41851017›Full record

Observational studyInternational journal of cancer2026

Prediction of dose reductions and impact of reduced starting doses of CDK4/6i on effectiveness in HR-positive/HER2-negative metastatic breast cancer: Real-world data from the OPAL registry.

Patrick Marschner, Kai Ringwald, Marc Thill, Mark-Oliver Zahn, Anja Welt, Arnd Nusch, Gabriele Kaltenecker, Yolanda Rodemer, Volker Hagen, Caroline Schock and 10 more

Registry-linked trialAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in International journal of cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03417115 (Treatment and Outcome of Patients With Breast Cancer), which is not on this 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.

NCT03417115 recruitingnot on this map

Treatment and Outcome of Patients With Breast Cancer: Clinical Research Platform for Real World Data

Typeobservational_patient_registrySponsoriOMEDICO AGRan2017 to 2032Enrolled6,150ConditionsBreast Cancer
3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Observational
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

20 authors.

Patrick MarschnerPraxis für interdisziplinäre Onkologie & Hämatologie, Freiburg, Germany.ORCID https://orcid.org/0009-0002-3372-1819
Kai RingwaldBiostatistics, iOMEDICO, Freiburg, Germany.ORCID https://orcid.org/0000-0001-5886-6745
Marc ThillKlinik für Gynäkologie und Gynäkologische Onkologie, Brustzentrum, Agaplesion Markus Krankenhaus, Frankfurt am Main, Germany.
Mark-Oliver ZahnMVZ Onkologische Kooperation Harz, Goslar, Germany.
Anja WeltInnere Klinik, Tumorforschung, Universitätsklinikum Essen, Essen, Germany.ORCID https://orcid.org/0000-0002-0948-4385
Arnd NuschPraxis für Hämatologie und internistische Onkologie, Ratingen, Germany.
Gabriele KalteneckerFrauenklinik, Städtisches Klinikum Karlsruhe, Karlsruhe, Germany.
Yolanda RodemerPraxisgemeinschaft für Onkologie und Urologie, Wilhelmshaven, Germany.
Volker HagenKlinik für Innere Medizin II, St. Johannes Hospital, Dortmund, Germany.
Caroline SchockAmbulantes Therapiezentrum für Hämatologie und Onkologie, Onkologie Offenburg, Offenburg, Germany.
Lisa KruggelClinical Epidemiology and Health Economics, iOMEDICO, Freiburg, Germany.
Anja Kaiser-OsterhuesMedical Department, iOMEDICO, Freiburg, Germany.
Dunja KleinMedical Department, iOMEDICO, Freiburg, Germany.
Nina HaugBiostatistics, iOMEDICO, Freiburg, Germany.ORCID https://orcid.org/0000-0002-5130-9193
Elmar StickelerGynäkologie und Geburtsmedizin, Uniklinik RWTH Aachen, Aachen, Germany.
Nadia HarbeckBrustzentrum, Frauenklinik und CCC München, LMU Klinikum, München, Germany.
Achim WöckelFrauenklinik und Poliklinik, Universitätsklinikum Würzburg, Würzburg, Germany.
Norbert MarschnerMed. Klinik 1, Universitätsklinik Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0002-6098-1301
Thomas DeckerStudienzentrum Onkologie, Ravensburg, Germany.ORCID https://orcid.org/0000-0003-3814-8775
OPAL Registry Group

Funding

Daiichi Sankyo Deutschland GmbHDaiichi Sankyo Europe GmbHEisai GmbHGilead Sciences GmbHLilly Deutschland GmbHMundipharma GmbHMylan Germany GmbHOnkovis GmbHPfizer GmbHRoche Pharma AG
6 · The paper itself

Abstract

Cancer patients prone to toxicities might benefit from dose reduction over fixed-dose recommendations. We develop a predictive index to identify patients with increased probability of dose reduction, intolerable toxicities, or therapy discontinuation (hereafter: dose reduction) in metastatic breast cancer (MBC) and compare real-world effectiveness of reduced (RSD) versus full starting dose (FSD) using this index. This analysis included 618 patients with HR-positive, HER2-negative MBC from the prospective, observational, multicenter registry OPAL (NCT03417115), receiving first-line palbociclib (n = 386) or ribociclib (n = 232) plus endocrine therapy. A logistic regression model was employed to derive the predictive index. Inverse probability of treatment weighting was used to emulate a head-to-head comparison of RSD and FSD by analyzing progression-free (PFS) and overall survival (OS). Within 6 months, 215 patients (35%) underwent dose reduction, including 109 (51%) with RSD. Predictors for dose reduction were age ≥65 years and Charlson comorbidity index (CCI) ≥1. Among patients with increased probability of dose reduction (index ≥1: ≥65 years and/or CCI ≥ 1), median PFS and OS were 30.1 [21.7, 54.0] and 57.6 [40.0, NA] months with RSD vs. 29.3 [24.9, 32.0] and 43.1 [38.8, 50.3] months with FSD. For low-probability patients (index = 0: <65 years and CCI = 0), median PFS and OS were 17.6 [9.1, 29.8] and 32.9 [23.1, 40.9] months with RSD vs. 24.5 [19.8, 32.0] and 54.2 [48.8, NA] months with FSD. In this real-world MBC setting, patients ≥65 years and/or with CCI ≥ 1 had an increased probability of dose reduction and may benefit from RSD, as this yielded outcomes comparable to FSD. Younger, fitter patients may require full dosing. Future studies, ideally randomized controlled trials, should aim to confirm these findings.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsBreast NeoplasmsCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6Protein Kinase InhibitorsAdultAgedAminopyridinesDrug TaperingErb-b2 Receptor Tyrosine KinasesFemaleHumansMiddle AgedNeoplasm MetastasisPiperazinesProspective StudiesAminopyridinesCDK4 protein, humanCDK6 protein, humanCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6ERBB2 protein, humanErb-b2 Receptor Tyrosine KinasespalbociclibPiperazinesProtein Kinase InhibitorsPurinesPyridinesReceptors, EstrogenReceptors, Progesteroneribociclibbreast neoplasmsdose reductionpalbociclibpredictive indexregistriesribociclib

Identifiers

PMID41851017
PMCPMC13139999

What OpenQuestion holds

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Registered trials

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.