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Predicting effective adaptation to breast cancer to help women BOUNCE back: Protocol for a Multicenter Clinical Pilot Study

2022Journal article Open access
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dc.contributor.authorPettini, Greta
dc.contributor.authorSanchini, Virginia
dc.contributor.authorPat-Horenczyk, Ruth
dc.contributor.authorSousa, Berta
dc.contributor.authorMasiero, Marianna
dc.contributor.authorMarzorati, Chiara
dc.contributor.authorGalimberti, Viviana Enrica
dc.contributor.authorMunzone, Elisabetta
dc.contributor.authorMattson, Johanna
dc.contributor.authorVehmanen, Leena
dc.contributor.authorUtriainen, Meri
dc.contributor.authorRoziner, Ilan
dc.contributor.authorLemos, Raquel
dc.contributor.authorFrasquilho, Diana
dc.contributor.authorCardoso, Fatima
dc.contributor.authorOliveira-Maia, Albino J
dc.contributor.authorKolokotroni, Eleni
dc.contributor.authorStamatakos, Georgios
dc.contributor.authorLeskelä, Riikka-Leena
dc.contributor.authorHaavisto, Ira
dc.contributor.authorSalonen, Juha
dc.contributor.authorRichter, Robert
dc.contributor.authorKarademas, Evangelos
dc.contributor.authorPoikonen-Saksela, Paula
dc.contributor.authorMazzocco, Ketti
dc.date.accessioned2022-12-26T16:16:56Z
dc.date.available2022-12-26T16:16:56Z
dc.date.issued2022
dc.description.abstractBackground: Despite the continued progress of medicine, dealing with breast cancer is becoming a major socioeconomic challenge, particularly due to its increasing incidence. The ability to better manage and adapt to the entire care process depends not only on the type of cancer but also on the patient’s sociodemographic and psychological characteristics as well as on the social environment in which a person lives and interacts. Therefore, it is important to understand which factors may contribute to successful adaptation to breast cancer. To our knowledge, no studies have been performed on the combination effect of multiple psychological, biological, and functional variables in predicting the patient’s ability to bounce back from a stressful life event, such as a breast cancer diagnosis. Here we describe the study protocol of a multicenter clinical study entitled “Predicting Effective Adaptation to Breast Cancer to Help Women to BOUNCE Back” or, in short, BOUNCE. Objective: The aim of the study is to build a quantitative mathematical model of factors associated with the capacity for optimal adjustment to cancer and to study resilience through the cancer continuum in a population of patients with breast cancer. Methods: A total of 660 women with breast cancer will be recruited from five European cancer centers in Italy, Finland, Israel, and Portugal. Biomedical and psychosocial variables will be collected using the Noona Healthcare platform. Psychosocial, sociodemographic, lifestyle, and clinical variables will be measured every 3 months, starting from presurgery assessment (ie, baseline) to 18 months after surgery. Temporal data mining, time-series prediction, sequence classification methods, clustering time-series data, and temporal association rules will be used to develop the predictive model. Results: The recruitment process stared in January 2019 and ended in November 2021. Preliminary results have been published in a scientific journal and are available for consultation on the BOUNCE project website. Data analysis and dissemination of the study results will be performed in 2022. Conclusions: This study will develop a predictive model that is able to describe individual resilience and identify different resilience trajectories along the care process. The results will allow the implementation of tailored interventions according to patients’ needs, supported by eHealth technologies. Trial Registration: ClinicalTrials.gov NCT05095675; https://clinicaltrials.gov/ct2/show/NCT05095675 International Registered Report Identifier (IRRID): DERR1-10.2196/34564pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationPettini, G., Masiero, M., Marzorati, C., Mazzocco, K., Sanchini, V., Pat-Horenczyk, R., Sousa, B., Frasquilho, D., Cardoso, F., Galimberti, V. E., Munzone, E., Mattson, J., Vehmanen, L., Utriainen, M., Poikonen-Saksela, P., Roziner, I., Lemos, R., Oliveira-Maia, A. J., Kolokotroni, E., … Karademas, E. (2022). Predicting Effective Adaptation to Breast Cancer to Help Women BOUNCE Back: Protocol for a Multicenter Clinical Pilot Study. JMIR Research Protocols, 11(10). https://doi.org/10.2196/34564pt_PT
dc.identifier.doi10.2196/34564pt_PT
dc.identifier.issn19290748
dc.identifier.urihttp://hdl.handle.net/10400.12/8883
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherJMIR Publications Inc.pt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectResiliencept_PT
dc.subjectPersonalitypt_PT
dc.subjectCopingpt_PT
dc.subjectDecision-makingpt_PT
dc.subjectCancerpt_PT
dc.subjectQuality of lifept_PT
dc.titlePredicting effective adaptation to breast cancer to help women BOUNCE back: Protocol for a Multicenter Clinical Pilot Studypt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlaceCanadapt_PT
oaire.citation.issue10pt_PT
oaire.citation.startPagee34564pt_PT
oaire.citation.titleJMIR Research Protocolspt_PT
oaire.citation.volume11pt_PT
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