Network analysis used to investigate the interplay among somatic and psychological symptoms in patients with cancer and cancer survivors: a scoping review.

Journal: Journal of cancer survivorship : research and practice

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Affiliated Institutions:  Department of Psychiatry, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan , Amsterdam, the Netherlands. g.e.doppenberg@amsterdamumc.nl. Department of Psychiatry, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan , Amsterdam, the Netherlands. Department of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan , Amsterdam, the Netherlands. Amsterdam Public Health, Mental Health Program, Amsterdam, the Netherlands. Department of Medical Oncology, Erasmus MC, Dr. Molewaterplein , Rotterdam, the Netherlands.

Abstract summary 

Patients with cancer often experience multiple somatic and psychological symptoms. Somatic and psychological symptoms are thought to be connected and may reinforce each other. Network analysis allows examination of the interconnectedness of individual symptoms. The aim of this scoping review was to examine the current state of knowledge about the associations between somatic and psychological symptoms in patients with cancer and cancer survivors, based on network analysis.This scoping review followed the five-stage framework of Arksey and O'Malley. The literature search was conducted in May, 2023 in PubMed, APA PsycINFO, Embase Cochrane central, and CINAHL databases.Thirty-two studies were included, with eleven using longitudinal data. Seventeen studies reported on the strength of the associations: somatic and psychological symptoms were associated, although associations among somatic as well as among psychological symptoms were stronger. Other findings were the association between somatic and psychological symptoms was stronger in patients experiencing more severe symptoms; associations between symptoms over time remained rather stable; and different symptoms were central in the networks, with fatigue being among the most central in half of the studies.Although the associations among somatic symptoms and among psychological symptoms were stronger, somatic and psychological symptoms were associated, especially in patients experiencing more severe symptoms. Fatigue was among the most central symptoms, bridging the somatic and psychological domain. These findings as well as future research based on network analysis may help to untangle the complex interplay of somatic and psychological symptoms in patients with cancer.

Authors & Co-authors:  Doppenberg-Smit Lamers van Linde Braamse Sprangers Beekman Verheul Dekker

Study Outcome 

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Citations :  Miaskowski C, Dodd M, Lee K. Symptom clusters: the new frontier in symptom management research. J Natl Cancer Inst Monogr. 2004;2004(32):17–21.
Authors :  8
Identifiers
Doi : 10.1007/s11764-024-01543-0
SSN : 1932-2267
Study Population
Male,Female
Mesh Terms
Other Terms
Cancer;Network analysis;Psychological adjustment;Symptoms
Study Design
Study Approach
Country of Study
Publication Country
United States