Evidence map›Paper›PMID 39883020›Full record

ArticleJMIR cancer2025

Exploring the Impact of the Multimodal CAPABLE eHealth Intervention on Health-Related Quality of Life in Patients With Melanoma Undergoing Immune-Checkpoint Inhibition: Prospective Pilot Study.

Itske Fraterman, Lucia Sacchi, Henk Mallo, Valentina Tibollo, Savannah Lucia Catherina Glaser, Stephanie Medlock, Ronald Cornet, Matteo Gabetta, Vitali Hisko, Vadzim Khadakou and 18 more

Abstract read
In one paragraph

Article in JMIR cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Survivorship care for melanoma patients: a scoping review.Journal of cancer survivorship : research and practice · 2026
    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

28 authors.

Itske FratermanDepartment of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam, 1066CX, Netherlands, 31 0621885919.ORCID 0000-0001-7974-8422
Lucia SacchiDepartment of Electric, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.ORCID 0000-0002-1390-9825
Henk MalloDepartment of Medical Oncology, Antoni van Leeuwenhoek, Amsterdam, Netherlands.ORCID 0000-0001-6555-4942
Valentina TibolloLaboratory of Informatics and Systems Engineering for Clinical Research, Istituti Clinici Scientifici Maugeri SpA SB IRCCS, Pavia, Italy.ORCID 0000-0003-2687-3822
Savannah Lucia Catherina GlaserMedical Informatics, Amsterdam UMC - University of Amsterdam, Amsterdam, Netherlands.ORCID 0000-0003-0103-079X
Stephanie MedlockMedical Informatics, Amsterdam UMC - University of Amsterdam, Amsterdam, Netherlands.ORCID 0000-0002-2679-8095
Ronald CornetMedical Informatics, Amsterdam UMC - University of Amsterdam, Amsterdam, Netherlands.ORCID 0000-0002-1704-5980
Matteo GabettaDepartment of Electric, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.ORCID 0000-0001-9140-768X
Vitali HiskoBITSENS JSC, Vilnius, Lithuania.ORCID 0009-0009-3886-7228
Vadzim KhadakouBITSENS JSC, Vilnius, Lithuania.ORCID 0009-0007-3350-6269
Ella BarkanDepartment of Artificial Intelligence for Accelerated Healthcare and Life Sciences Discovery, IBM Research, University of Haifa, Haifa, Israel.ORCID 0000-0001-6521-3873
Laura Del CampoAssociazione Italiana Malati di Cancro, Rome, Italy.ORCID 0009-0001-6481-8341
David GlasspoolDeontics Ltd, London, United Kingdom.ORCID 0000-0001-7688-8251
Alexandra KoganDepartment of Information Systems, University of Haifa, Haifa, Israel.ORCID 0000-0002-5926-1606
Giordano LanzolaDepartment of Electric, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.ORCID 0000-0003-3190-5104
Roy LeizerDepartment of Information Systems, University of Haifa, Haifa, Israel.ORCID 0009-0000-3149-4427
Manuel OttavianoLife Supporting Technologies, Universidad Politécnica de Madrid, Madrid, Spain.ORCID 0000-0003-0002-4988
Mor PelegDepartment of Information Systems, University of Haifa, Haifa, Israel.ORCID 0000-0002-5612-768X
Konrad ŚniatałaInstitute of Computing Science, Poznan University of Technology, Poznan, Poland.ORCID 0000-0003-0746-5399
Aneta LisowskaInstitute of Computing Science, Poznan University of Technology, Poznan, Poland.ORCID 0000-0002-4489-5956
Szymon WilkInstitute of Computing Science, Poznan University of Technology, Poznan, Poland.ORCID 0000-0002-7807-454X
Enea ParimbelliDepartment of Electric, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.ORCID 0000-0003-0679-828X
Silvana QuagliniDepartment of Electric, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.ORCID 0000-0002-4288-2561
Mimma RizzoDivision of Medical Oncology, Azienda Ospedaliero Universitaria Consorziale Policlinico di Bari, Bari, Italy.ORCID 0000-0001-7743-741X
Laura Deborah LocatiDepartment of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy.ORCID 0000-0003-3315-2580
Annelies BoekhoutDepartment of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam, 1066CX, Netherlands, 31 0621885919.ORCID 0000-0003-3637-0655
Lonneke V van de Poll-FranseDepartment of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam, 1066CX, Netherlands, 31 0621885919.ORCID 0000-0003-0413-6872
Sofie WilgenhofDepartment of Medical Oncology, Antoni van Leeuwenhoek, Amsterdam, Netherlands.ORCID 0000-0002-3309-4555

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Patients with melanoma receiving immunotherapy with immune-checkpoint inhibitors often experience immune-related adverse events, cancer-related fatigue, and emotional distress, affecting health-related quality of life (HRQoL) and clinical outcome to immunotherapy. eHealth tools can aid patients with cancer in addressing issues, such as adverse events and psychosocial well-being, from various perspectives. Objective: This study aimed to explore the effect of the Cancer Patients Better Life Experience (CAPABLE) system, accessed through a mobile app, on HRQoL compared with a matched historical control group receiving standard care. CAPABLE is an extensively tested eHealth app, including educational material, remote symptom monitoring, and well-being interventions. Methods: This prospective pilot study compared an exploratory cohort that received the CAPABLE smartphone app and a multisensory smartwatch for 6 months (intervention) to a 2:1 individually matched historical prospective control group. HRQoL data were measured with the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-Core 30 at baseline (T0), 3 months (T1), and 6 months (T2) after start of treatment. Mixed effects linear regression models were used to compare HRQoL between the 2 groups over time. Results: From the 59 eligible patients for the CAPABLE intervention, 31 (53%) signed informed consent to participate. Baseline HRQoL was on average 10 points higher in the intervention group compared with controls, although equally matched on baseline and clinical characteristics. When correcting for sex, age, disease stage, and baseline scores, an adjusted difference in fatigue of -5.09 (95% CI -15.20 to 5.02, P=.32) at month 3 was found. No significant nor clinically relevant adjusted differences on other HRQoL domains over time were found. However, information satisfaction was significantly higher in the CAPABLE group (β=8.71, 95% CI 1.54-15.88, P=.02). Conclusions: The intervention showed a limited effect on HRQoL, although there was a small improvement in fatigue at 3 months, as well as information satisfaction. When aiming at personalized patient and survivorship care, further optimization and prospective investigation of eHealth tools is warranted.

Indexed as

Immune Checkpoint InhibitorsMelanomaQuality of LifeAdultAgedFemaleHumansMaleMiddle AgedMobile ApplicationsPilot ProjectsProspective StudiesSurveys and QuestionnairesTelemedicineImmune Checkpoint InhibitorsappcancereHealthexploratoryfatiguefeasibilityhealth-relatedimmune-checkpoint inhibitorimmune-relatedimmunotherapyinterventioninterventionslinear regression modelmelanomamobile phonemonitoringpatientpilot studyquality of lifesmartphonesmartwatchsymptomwell-being

Identifiers

PMID39883020
PMCPMC11800704

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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.