Evidence map›Paper›PMID 42343076›Full record

Observational studyNature communications2026

Risk stratification and relapse pattern in triple-negative breast cancer with pathological complete response after neoadjuvant treatment: the European GAMBIT real-world study.

Davide Massa, Theodoros Foukakis, Sylvie Giacchetti, Christine Desmedt, Jean-Sebastien Frenel, Elisa Gasparini, Marleen Kok, Paolo Vigneri, William Jacot, Claudio Vernieri and 30 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Nature communications, 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

40 authors.

Davide MassaDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.ORCID http://orcid.org/0000-0002-1390-4055
Theodoros FoukakisDepartment of Oncology/Pathology, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0000-0001-8952-9987
Sylvie GiacchettiAPHP, Senology Unit, Saint Louis Hospital, Paris, France.
Christine DesmedtLaboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven,, Leuven, Belgium.ORCID http://orcid.org/0000-0002-5223-5579
Jean-Sebastien FrenelDepartment of Medical Oncology, Institut de Cancerologie de l'Ouest, Saint Herblain, France.ORCID http://orcid.org/0000-0002-5273-0561
Elisa GaspariniMedical Oncology, Comprehensive Cancer Centre, AUSL-IRCCS of Reggio Emilia, Reggio Emilia, Italy.
Marleen KokDivision of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0001-9043-9815
Paolo VigneriDepartment of Clinical and Experimental Medicine, University of Catania, Catania, Italy.ORCID http://orcid.org/0000-0002-5943-6066
William JacotDepartment of Medical Oncology, Institut du Cancer de Montpellier (ICM), Montpellier, France.ORCID http://orcid.org/0000-0001-7834-061X
Claudio VernieriFondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Matteo LambertiniDepartment of Internal Medicine and Medical Specialties (DiMI), University of Genova, Genova, Italy.ORCID http://orcid.org/0000-0003-1797-5296
Francesca PatanèAcademic Medical Oncology Unit, Ente Ospedaliero Ospedali Galliera, Genova, Italy.
Federico PiacentiniDepartment of Medical and Surgical Sciences for Children and Adults - University Hospital of Modena and Reggio Emilia, Reggio Emilia, Italy.ORCID http://orcid.org/0000-0001-8969-638X
Emilio BriaDepartment of Medical Oncology, Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
Alberto ZambelliASST Papa Giovanni XXIII, Bergamo, Italy.
Dario TrapaniDivision of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology (IEO) IRCCS, Milan, Italy.
Andrea BotticelliDepartment of Experimental Medicine, Sapienza University of Rome, Rome, Italy.
Ornella GarroneFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Stefania LandoDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.ORCID http://orcid.org/0009-0006-2622-0628
Alexios MatikasDepartment of Oncology/Pathology, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0000-0002-4122-9624
Laetitia SomeilAPHP, Senology Unit, Saint Louis Hospital, Paris, France.
Giuseppe FlorisDepartment of Pathology, UZ Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0003-2391-5425
Mario CamponeInstitut de Cancérologie de l'Ouest Angers-Nantes, Saint-Herblain, France.ORCID http://orcid.org/0000-0002-5196-5908
Moira RagazziPathology Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Esther LipsDivision of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands.ORCID http://orcid.org/0000-0003-3488-4935
Federica MartoranaDepartment of Clinical and Experimental Medicine, University of Catania, Catania, Italy.ORCID http://orcid.org/0000-0001-5062-2914
Giorgio BonomiDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.
Andri PapakonstantinouDepartment of Oncology/Pathology, Karolinska Institutet, Stockholm, Sweden.
Lorenzo NicolèPathology Unit, Angelo Hospital, Mestre, Italy.
Ioannis ZerdesDepartment of Oncology/Pathology, Karolinska Institutet, Stockholm, Sweden.ORCID http://orcid.org/0000-0002-8304-2462
Patrick NevenDepartment of Oncology, Gynecologic Oncology, University Hospitals Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0002-1434-9460
Martina RotoloOncology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Hugo HorlingsDepartment of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0003-4782-8828
Sabrina NuceraDepartment of Clinical and Experimental Medicine, University of Catania, Catania, Italy.
Amélie Gudin-De-VallerinDepartment of Pathology, Translational Research Unit, Institut du Cancer de Montpellier, Montpellier, France.
Andrea VingianiFondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Angelo Paolo Dei TosDepartment of Integrated Diagnostics, Azienda Ospedale-Università Padova, Padova, Italy.
Valentina GuarneriDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.ORCID http://orcid.org/0000-0002-2375-8397
Maria Vittoria DieciDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy. mariavittoria.dieci@unipd.it.ORCID http://orcid.org/0000-0002-3967-9861
GAMBIT Consortium

Funding

Associazione Italiana per la Ricerca sul Cancro (Italian Association for Cancer Research) 22759Associazione Italiana per la Ricerca sul Cancro (Italian Association for Cancer Research) 27152
6 · The paper itself

Abstract

Pathologic complete response after neoadjuvant treatment is considered a surrogate of cure in triple-negative breast cancer, yet around 10% of patients still relapse. Whether baseline stromal tumor-infiltrating lymphocytes can stratify this residual risk is unknown. Here, we report on GAMBIT, a multicentric real-world retrospective study of 2457 patients with triple-negative breast cancer or estrogen receptor-low disease, HER2-negative, of whom 1192 obtained a pathological complete response and 690 have evaluable tumor infiltrating lymphocytes. Among patients with pathological complete response, clinical nodal status and tumor infiltrating lymphocytes are independently prognostic and patients with clinical node-positive/low-tumor infiltrating lymphocytes tumors experience substantially worse outcomes, with five-year distant relapse-free survival of 83.4% and overall survival of 85.8%. In this high-risk subgroup, five-year cumulative incidence of central nervous system reaches 7.5%, including 6.9% presenting as isolated central nervous system relapse. In this work, we identify a high-risk subgroup despite pathologic complete response and provide a framework supporting risk-adapted trial design incorporating central nervous system-directed strategies.

Indexed as

Neoadjuvant TherapyNeoplasm Recurrence, LocalTriple Negative Breast NeoplasmsAdultAgedDisease-Free SurvivalErb-b2 Receptor Tyrosine KinasesEuropeFemaleHumansLymphocytes, Tumor-InfiltratingMiddle AgedPathologic Complete ResponsePrognosisRetrospective StudiesRisk AssessmentErb-b2 Receptor Tyrosine Kinases

Identifiers

PMID42343076
PMCPMC13463055

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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.