Evidence map›Paper›PMID 41174511›Full record

ArticleBMC cancer2025

Supporting treatment decision-making for patients with multiple myeloma post-DRd in Italy: a multi-criteria decision framework.

Mario Boccadoro, Angelo Belotti, Felice Bombaci, Sara Bringhen, Gabriele Buda, Anna Maria Cafro, Michele Caimmi, Beatrice Canali, Pier Luigi Canonico, Michele Cavo and 20 more

Abstract read
In one paragraph

Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Patient preferences for treatment‑free intervals in multiple myeloma: mixed‑methods insights on monitoring trade‑offs and supportive care improvements.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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

30 authors.

Mario BoccadoroDepartment of Molecular Biotechnology and Health Sciences, University of Turin, Torino, Italy.
Angelo BelottiEMN Research Italy, Torino, Italy.
Felice BombaciAIL Patient Groups, Roma, Italy.
Sara BringhenSSD Clinical Trial in Oncoematologia e Mieloma Multiplo, Dipartimento di Oncologia, Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Torino, Italy.
Gabriele BudaEMN Research Italy, Torino, Italy.
Anna Maria CafroEMN Research Italy, Torino, Italy.
Michele CaimmiIQVIA Solutions Italy S.r.l., Via Fabio Filzi 29, Milano, 20124, Italy. michele.caimmi@iqvia.com.
Beatrice CanaliIQVIA Solutions Italy S.r.l., Via Fabio Filzi 29, Milano, 20124, Italy.
Pier Luigi CanonicoDepartment of Pharmaceutical Sciences, University of Piemonte Orientale, Novara, Italy.
Michele CavoEMN Research Italy, Torino, Italy.
Alessandro CorsoEMN Research Italy, Torino, Italy.
Lorenzo De PaoliEMN Research Italy, Torino, Italy.
Daniele DerudasEMN Research Italy, Torino, Italy.
Francesco Di RaimondoEMN Research Italy, Torino, Italy.
Carlotta GaleoneBicocca Applied Statistics Center (B-ASC), Università degli Studi di Milano-Bicocca, Milano, Italy.
Francesca GayDepartment of Molecular Biotechnology and Health Sciences, University of Turin, Torino, Italy.
Massimo GentileEMN Research Italy, Torino, Italy.
Nicola GiulianiEMN Research Italy, Torino, Italy.
Paola La MalfaIQVIA Solutions Italy S.r.l., Via Fabio Filzi 29, Milano, 20124, Italy.
Riccardo MercatiIQVIA Solutions Italy S.r.l., Via Fabio Filzi 29, Milano, 20124, Italy.
Vittorio MontefuscoEMN Research Italy, Torino, Italy.
Pellegrino MustoEMN Research Italy, Torino, Italy.
Massimo OffidaniEMN Research Italy, Torino, Italy.
Francesca PatriarcaEMN Research Italy, Torino, Italy.
Maria Teresa PetrucciEMN Research Italy, Torino, Italy.
Massimo RiccaboniIMT Lucca Institute for Advanced Studies, Lucca, Italy.
Patrizia TosiEMN Research Italy, Torino, Italy.
Elena ZamagniDepartment of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
Renato ZambelloEMN Research Italy, Torino, Italy.
Francesca FiorentinoIQVIA Solutions Italy S.r.l., Via Fabio Filzi 29, Milano, 20124, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundA substantial unmet medical need exists for patients with Multiple Myeloma ineligible for autologous stem cell transplantation who relapse after first-line therapy with daratumumab, lenalidomide and dexamethasone (DRd). Three therapeutic options recommended for lenalidomide-refractory patients from EHA-ESMO guidelines are approved in Europe and reimbursed in Italy: carfilzomib and dexamethasone (Kd); pomalidomide, bortezomib and dexamethasone (PVd); selinexor, bortezomib and dexamethasone (SVd). This study aimed to identify key decision criteria and their relevance for assessing these alternatives from a multi-stakeholder perspective.

methodsFollowing ISPOR good practices, we developed a multiple-criteria decision analysis framework using the Measuring Attractiveness by a Categorical-Based Evaluation Technique method. Preferences were elicited from multiple stakeholders, including hematologists, methodologists, decision-makers, and patient representatives. Decision criteria were identified through a targeted literature review, discussed in a multi-stakeholder workshop, and shortlisted with a pragmatic literature review to assess data availability for each alternative.

resultsThe final multiple-criteria decision analysis framework comprised five main criteria: acquisition cost, efficacy, organizational impact, route of administration, and safety. Within the safety criterion, we considered six sub-criteria related to six adverse events: peripheral neuropathy, diarrhoea, nausea, fatigue, anaemia, and thrombocytopenia. Efficacy emerged as the most relevant criterion by most respondents, with a median weight of 38.1%, followed by the safety criterion (26.8% median weight), with peripheral neuropathy being the most relevant safety sub-criterion (34.9%). Based on elicited preferences, SVd was ranked as the most valuable therapy with a global score of 72, followed by PVd (44) and Kd (26), on account of its clinical efficacy. No significant differences in preferences were observed across different stakeholder groups.

conclusionsThis study provides valuable insights into the post-DRd treatment landscape for Multiple Myeloma, supporting decision-making from an Italian multi-stakeholder perspective.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsDecision Making, SharedDecision Support TechniquesMultiple MyelomaNeoplasm Recurrence, LocalAntibodies, MonoclonalDexamethasoneDrug CostsFees, PharmaceuticalHematologyHumansItalyLenalidomideMedical OncologyPatient PreferencePeripheral Nervous System DiseasesAntibodies, MonoclonaldaratumumabDexamethasoneLenalidomideDRdItalyKdMCDAMultiple MyelomaPreference studyPVdSVd

Identifiers

PMID41174511
PMCPMC12577122

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.