Evidence map›Paper›PMID 41408295›Full record

ArticleJournal of translational medicine2025

High BRAF variant allele frequency predicts poor outcomes in metastatic melanoma patients treated with BRAF/MEK inhibitors.

Michele Guida, Benedetta Apollonio, Luca Romano, Francesco Spagnolo, Pietro Quaglino, Roberta Depenni, Rosamaria Pinto, Teresa Squicciarini, Livia Fucci, Piergiorgio Di Tullio and 28 more

Abstract read
In one paragraph

Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

38 authors.

Michele GuidaRare Tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy.
Benedetta ApollonioRare Tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy. b.apollonio@oncologico.bari.it.ORCID http://orcid.org/0000-0003-2414-5549
Luca RomanoUnit of Medical Oncology, University of Perugia, Perugia, Italy.
Francesco SpagnoloDepartment of Internal Medicine and Medical Specialties (DiMI), University of Genoa, Genoa, Italy.
Pietro QuaglinoDepartment of Medical Sciences, Section of Dermatology, University of Turin, Turin, Italy.
Roberta DepenniOncology Unit, AOU Policlinico Modena, Modena, Italy.
Rosamaria PintoMolecular Diagnostics and Pharmacogenetics Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy.
Teresa SquicciariniRare Tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy.
Livia FucciPathology Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy.
Piergiorgio Di TullioUnit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, Foggia, Italy.
Maria Chiara ScainiImmunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy.
Maria Teresa MaccalliniUOSD Sarcomas and Rare Tumors-IRCCS Regina Elena National Cancer Institute, Rome, Italy.
Alice IndiniUnit of Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Teresa TroianiDepartment of Precision Medicine, University of Campania Luigi Vanvitelli, 80131, Naples, Italy.
Iole NatalicchioUnit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical Sciences, University of Foggia, Policlinico Riuniti, Foggia, Italy.
Sonia BrugnaraDepartment of Medical Oncology, Santa Chiara Hospital, Trento, Italy.
Maurizio LombardoDepartment of Dermatology, ASST Sette Laghi, Varese, Italy.
Cristina PellegriniDepartment of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.
Paola QueiroloDivision of Medical Oncology for Melanoma, Sarcoma, and Rare Tumors, European Institute of Oncology IRCCS, Milan, Italy.
Fabiana PerroneMedical Oncology Unit, University Hospital of Parma, Parma, Italy.
Alessandro MinisiniDepartment of Oncology, Azienda Sanitaria Universitaria Integrata di Udine, Udine, Italy.
Marco TucciDepartment of Interdisciplinary Medicine, Aldo Moro University of Bari, Bari, Italy.
Raffaele ConcaDivision of Medical Oncology, Department of Onco-Hematology, IRCCS-CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy.
Silvia CostabileUnit of Medical Oncology, University of Perugia, Perugia, Italy.
Miriam MacrìUnit of Medical Oncology, University of Perugia, Perugia, Italy.
Enrica TandaDepartment of Internal Medicine and Medical Specialties (DiMI), University of Genoa, Genoa, Italy.
Elena CroceDepartment of Internal Medicine and Medical Specialties (DiMI), University of Genoa, Genoa, Italy.
Rebecca SenettaDepartment of Medical Sciences, Section of Dermatology, University of Turin, Turin, Italy.
Paolo FavaDepartment of Medical Sciences, Section of Dermatology, University of Turin, Turin, Italy.
Giuseppe PuglieseOncology Unit, AOU Policlinico Modena, Modena, Italy.
Stefania PellegriniImmunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy.
Elisa MelucciPathology Department-IRCCS Regina Elena National Cancer Institute, Rome, Italy.
Michele Del VecchioUnit of Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Francesco CaragliaDepartment of Precision Medicine, University of Campania Luigi Vanvitelli, 80131, Naples, Italy.
Salvatore GirlandoPathological Anatomy, Santa Chiara Hospital, Trento, Italy.
Simona De Summa *Molecular Diagnostics and Pharmacogenetics Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy.
Sabino Strippoli *Rare Tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy.
Italian Melanoma Intergroup (IMI)

Funding

Ministero della Salute Ricerca Corrente 2025
6 · The paper itself

Abstract

backgroundBRAF/MEK inhibitors have improved the outcome in metastatic melanoma (MM) patients harboring a BRAF mutation, but no biomarker predictive of response has been identified.

methodsWe conducted a retrospective analysis on 264 MM patients that had received first-line targeted therapy with BRAF/MEK inhibitors. Next-generation sequencing (NGS) was performed on tissue biopsies, and samples with > 30% tumor cellularity were included in the study. The impact of BRAF variant allele frequency (BRAF-VAF) on clinical treatment outcomes was analyzed.

resultsBRAF-VAF was dichotomized using two approaches. (1) The "surv_cutpoint" function identified two different cut-off for progression-free survival (PFS: 44.05%) and overall survival (OS:45.1%). Patients with BRAF-VAF > 44.05% showed a significantly lower PFS (median PFS: 10 months, 95% CI: 7-13 months), compared to patients with BRAF-VAF < 44.05% (median PFS: 13 months, 95% CI: 12-21 months). Moreover, patients with higher VAF (> 45.1%) experienced a lower OS (median OS: 26 months, 95% CI: 19-38 months), compared with patients with VAF < 45.1% (median OS: 29 months, 95% CI: 29-51 months). (2) The ROC analysis significantly predicted PFS but not OS. BRAF-VAF normalized with neoplastic cellularity (nVAF) showed a strong association with both PFS, and OS compared to BRAF-VAF alone. nVAF also emerged as an independent predictor for PFS in the multivariate analysis (HR: 3.88, 95% CI: 1.84-8.20), with a higher nVAF score associated with a 3.88-fold increased risk of progression.

conclusionsOur study demonstrated the role of the BRAF-VAF as predictor of response in MM patients treated with BRAF/MEK inhibitors. Moreover, VAF normalization predicts PFS better than BRAF-VAF alone.

Indexed as

Gene FrequencyMelanomaProtein Kinase InhibitorsProto-Oncogene Proteins B-rafAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedMutationNeoplasm MetastasisRetrospective StudiesTreatment OutcomeBRAF protein, humanProtein Kinase InhibitorsProto-Oncogene Proteins B-rafBRAF/MEK target therapyBRAF mutationMelanomaVariant allele frequency (VAF)

Identifiers

PMID41408295
PMCPMC12713232

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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.