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Kwekkeboom KL, Stevens JM, Berghoff A, Litzelman K. Self-report of symptom cluster experiences in cancer patient-caregiver dyads. Support Care Cancer 2024; 32:604. [PMID: 39167234 PMCID: PMC11346582 DOI: 10.1007/s00520-024-08818-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 08/16/2024] [Indexed: 08/23/2024]
Abstract
PURPOSE Symptom clusters have important health implications in the context of cancer, but the symptom cluster experiences of cancer caregivers and patient-caregiver dyads are not well studied. To date, most studies report statistically derived symptom clusters among patients and fail to consider the caregivers' experience. This study aimed to assess and characterize self-reported symptom cluster experiences in cancer patient-caregiver dyads. METHODS We recruited 30 patient-caregiver dyads from the outpatient oncology clinics at a Comprehensive Cancer Center in the Midwestern U.S. Participants completed web-based surveys reporting their symptom clusters at weekly intervals over 8 weeks of cancer treatment. RESULTS Among 48 eligible dyads, 30 (63%) agreed to participate, 29 provided data, and ≥ 80% (24 patients, 26 caregivers) completed the study. Twenty-eight patients (97%) and twenty-two caregivers (76%) reported experiencing symptoms in clusters. There was substantial variability in the symptoms reported, perceived causality, and directional relationships among symptoms, however both patients' and caregivers' frequently described symptom clusters with psychoneurologic components (co-occurring pain, fatigue, sleep disturbance, anxiety, depression, lack of appetite and/or cognitive disturbance). Symptom clusters were perceived to have a moderate impact on patients' daily lives and a mild-to-moderate impact on caregivers' daily lives. CONCLUSION Dyad members experienced and successfully self-reported symptom clusters, with psychoneurologic symptom clusters prevalent among both patients and their caregivers. Self-report of symptom cluster experiences provides unique insight relevant to clinical management. Findings provide foundational support for development and testing of dyad-based interventions to mitigate symptom clusters and their negative impact on daily life among cancer-patient caregiver dyads.
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Affiliation(s)
- Kristine L Kwekkeboom
- School of Nursing, University of Wisconsin - Madison, Madison, WI, USA.
- University of Wisconsin Carbone Cancer Center, Madison, WI, USA.
| | | | - Ashley Berghoff
- Department of Human Development and Family Studies, School of Human Ecology, University of Wisconsin - Madison, Madison, WI, USA
| | - Kristin Litzelman
- University of Wisconsin Carbone Cancer Center, Madison, WI, USA
- Department of Human Development and Family Studies, School of Human Ecology, University of Wisconsin - Madison, Madison, WI, USA
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2
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Kim YB, Lee IJ, Byun HK, Choi YY, Hong B, Lee J. Symptom network and quality of life of breast cancer patients receiving multimodal cancer treatment: Cross-sectional study. Eur J Oncol Nurs 2024; 71:102661. [PMID: 39002410 DOI: 10.1016/j.ejon.2024.102661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 07/01/2024] [Accepted: 07/02/2024] [Indexed: 07/15/2024]
Abstract
PURPOSE Breast cancer patients experience symptoms and side effects from multimodal treatments, which often include menopausal symptoms resulting from cytotoxic chemotherapy or estrogen suppression therapy. This study aimed to explore the symptom network and clusters and its relationship to quality of life (QoL) in breast cancer patients who receive multimodal cancer treatment and experience treatment-related menopausal symptoms. METHODS A correlational study was conducted. Breast cancer patients receiving multimodal cancer treatment and experiencing treatment-related menopausal symptoms were included while they were receiving radiation therapy (N = 250). Symptoms, functions and QoL were assessed using the EORTC QLQ-C30 and BR45. Network analysis, principal component analysis, exploratory factor analysis, and multiple linear regression analysis were conducted. RESULTS Fatigue was the most central symptom in the symptom-only network as well as in the network consisting of symptoms and QoL. Fatigue, systemic therapy side effects, appetite loss, and cognitive symptoms demonstrated significant associations with QoL. The cancer and treatment related symptom cluster consisted of fatigue, cognitive symptoms, emotional symptoms and systemic therapy side effects. Breast cancer therapy-specific symptoms, such as arm symptoms, skin mucosis symptoms, and breast symptoms, formed a cluster with pain. CONCLUSION Fatigue was the most central symptom in breast cancer patients receiving multimodal cancer treatment and experiencing menopausal symptoms. Evaluation of fatigue and providing interventions to manage fatigue would contribute to improvement of QoL of breast cancer patients receiving multimodal cancer treatments. Future network analysis and symptom cluster studies should specify the population of interest and the treatment phase using comprehensive symptom evaluation tools.
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Affiliation(s)
- Yong Bae Kim
- Department of Radiation Oncology, College of Medicine and Yonsei Cancer Center, Yonsei University, Seoul, Republic of Korea.
| | - Ik Jae Lee
- Department of Radiation Oncology, College of Medicine and Yonsei Cancer Center, Yonsei University, Seoul, Republic of Korea.
| | - Hwa Kyung Byun
- Department of Radiation Oncology, College of Medicine, Yonsei University, Seoul and Yongin Severance Hospital, Gyeonggi-do, Republic of Korea.
| | - Yun Young Choi
- Department of Nursing, College of Nursing, and Brain Korea 21 FOUR Project, Yonsei University, Seoul, Republic of Korea.
| | - Bomi Hong
- Department of Nursing, College of Nursing, and Brain Korea 21 FOUR Project, Yonsei University, Seoul, Republic of Korea.
| | - Jiyeon Lee
- Department of Nursing, College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei University, Seoul, Republic of Korea.
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3
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Fathian M, Akbari F. Breast cancer symptom profile longitudinal changes: data mining study. BMJ Support Palliat Care 2024:spcare-2023-004566. [PMID: 38918047 DOI: 10.1136/spcare-2023-004566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 06/07/2024] [Indexed: 06/27/2024]
Abstract
OBJECTIVES Identifying stable co-occurring symptoms in breast cancer (BC) patients during chemotherapy can improve symptom management and the treatment process. This study examines symptom cluster stability in Iranian BC patients receiving chemotherapy and evaluates stability across three-time points within each cluster. METHODS This study collected data from three-time points: initial chemotherapy commencement, 2½ months postdiagnosis, and 5 months postdiagnosis. The research used exploratory factor analysis (EFA) in combination with hierarchical cluster analysis (HCA) and K means clustering to address research questions. RESULTS In the initial clustering step, EFA identified five clusters with high consistency across three-time points. The first cluster showed depression, anxiety and irritability, while the second cluster was characterised by sexual interest and pain. The third cluster was associated with diarrhoea and vomiting. In the second step, we obtained the HCA item output and two clusters of K means clustering that recorded depression and anxiety symptoms over time. Vomiting, dry mouth, sexual interest, worrying and numbness were observed during the first and second points, but the frequency has decreased since then. CONCLUSIONS Cancer's psychological and physiological symptoms, including depression, anxiety, digestive and hormonal issues, remain stable throughout the disease. Palliative care centres can improve patients' quality of life and treatment process by addressing persistent symptoms.
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Doppenberg-Smit GE, Lamers F, van Linde ME, Braamse AMJ, Sprangers MAG, Beekman ATF, Verheul HMW, Dekker J. Network analysis used to investigate the interplay among somatic and psychological symptoms in patients with cancer and cancer survivors: a scoping review. J Cancer Surviv 2024:10.1007/s11764-024-01543-0. [PMID: 38530627 DOI: 10.1007/s11764-024-01543-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/22/2024] [Indexed: 03/28/2024]
Abstract
PURPOSE 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. METHODS 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. RESULTS 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. IMPLICATIONS FOR CANCER SURVIVORS 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.
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Affiliation(s)
- G Elise Doppenberg-Smit
- Department of Psychiatry, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, the Netherlands.
- Amsterdam Public Health, Mental Health Program, Amsterdam, the Netherlands.
- Cancer Centre Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, the Netherlands.
| | - Femke Lamers
- Department of Psychiatry, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, the Netherlands
- Amsterdam Public Health, Mental Health Program, Amsterdam, the Netherlands
| | - Myra E van Linde
- Department of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, the Netherlands
| | - Annemarie M J Braamse
- Amsterdam Public Health, Mental Health Program, Amsterdam, the Netherlands
- Cancer Centre Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, the Netherlands
- Department of Medical Psychology, Amsterdam UMC, Location University of Amsterdam, Amsterdam, the Netherlands
| | - Mirjam A G Sprangers
- Amsterdam Public Health, Mental Health Program, Amsterdam, the Netherlands
- Cancer Centre Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, the Netherlands
- Department of Medical Psychology, Amsterdam UMC, Location University of Amsterdam, Amsterdam, the Netherlands
| | - Aartjan T F Beekman
- Department of Psychiatry, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, the Netherlands
- Amsterdam Public Health, Mental Health Program, Amsterdam, the Netherlands
| | - Henk M W Verheul
- Department of Medical Oncology, Erasmus MC, Dr. Molewaterplein 40, Rotterdam, the Netherlands
| | - Joost Dekker
- Department of Psychiatry, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, the Netherlands
- Amsterdam Public Health, Mental Health Program, Amsterdam, the Netherlands
- Cancer Centre Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, the Netherlands
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5
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Li X, Zou Y, Zhang Z, Li Y, Wang X, Yang L, Duan P. Chemotherapy-related symptom networks in distinct subgroups of Chinese patients with gastric cancer. Asia Pac J Oncol Nurs 2024; 11:100366. [PMID: 38362311 PMCID: PMC10864844 DOI: 10.1016/j.apjon.2023.100366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 12/22/2023] [Indexed: 02/17/2024] Open
Abstract
Objective This study aims to identify distinct subgroups among gastric cancer patients undergoing chemotherapy (CTX), delineate associated symptom networks, and ascertain the clinical and sociodemographic variables contributing to diverse symptom patterns. Methods Conducted in eastern China, our investigation involved gastric cancer patients receiving CTX. We gathered data using the M.D. Anderson Symptom Inventory Gastrointestinal Cancer Module along with clinical and sociodemographic variables. Subgroups were discerned based on symptom severity through latent profile analysis, and subsequent comparisons were made regarding the symptom networks in different subgroups. Results The analysis encompassed 677 eligible gastric cancer patients, revealing three profiles: "Profile 1: low class" (n = 354, 52.3%), "Profile 2: moderate class" (n = 222, 32.8%), and "Profile 3: all high class" (n = 101, 14.9%). Nausea-vomiting exhibited robust associations in the symptom networks of all subgroups, whereas sadness-distress, and taste change-lack of appetite were notably linked with Profile 1 and Profile 2. Distress emerged as a core symptom in Profile 1, lack of appetite dominated the symptom network in Profile 2, and fatigue attained the highest strength in Profile 3. Distinct symptom profiles were influenced by variables such as education level, CTX combined with surgical or herbal treatment, psychological resilience, and social support. Conclusions Patients within different subgroups manifest individualized patterns of symptom profiles. Analyzing demographics, disease characteristics, and psychosocial information among diverse subgroups facilitates healthcare providers in devising more personalized and targeted symptom management strategies, thereby alleviating the symptom burden on patients.
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Affiliation(s)
- Xun Li
- Department of Surgical Oncology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
- School of Nursing, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yanling Zou
- Department of Oncology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Ziyan Zhang
- School of Nursing, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yi Li
- School of Nursing, Nanjing University of Chinese Medicine, Nanjing, China
| | - Xiaoqing Wang
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Lihua Yang
- Department of Oncology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Peibei Duan
- Department of Nursing, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
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Harris CS, Kober K, Cooper B, Conley YP, Hammer MJ, Dhruva AA, Cartwright F, Paul S, Levine J, Miaskowski C. Symptom clusters in oncology outpatients: stability and consistency across a cycle of chemotherapy. BMJ Support Palliat Care 2024; 13:e1198-e1211. [PMID: 36446517 PMCID: PMC10225477 DOI: 10.1136/spcare-2022-003785] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 10/21/2022] [Indexed: 12/03/2022]
Abstract
OBJECTIVES Improved understanding of the stability and consistency of symptom clusters across time, symptom dimensions and cancer diagnoses will lead to refinements in symptom assessments and management, and provide direction for mechanistic studies. Study purposes were to describe the occurrence, severity and distress of 38 symptoms; evaluate the stability and consistency of symptom clusters across a cycle of chemotherapy, three symptom dimensions and four distinct cancer types; and identify common and distinct symptom clusters. METHODS Oncology outpatients (n=1329) completed the Memorial Symptom Assessment Scale prior to their next cycle of chemotherapy (T1), 1 week after chemotherapy (T2) and 2 weeks after chemotherapy (T3). Symptom clusters were identified using exploratory factor analysis using unweighted least squares. GEOMIN rotated factor loadings with absolute values ≥0.40 were considered meaningful. Clusters were stable if they were identified across each time point and/or dimension. Clusters were consistent if the same two or three symptoms with the highest factor loadings were identified across each time point and/or dimension. RESULTS Patients reported 13.9 (±7.2) symptoms at T1, 14.0 (±7.0) at T2 and 12.2 (±6.8) at T3. Psychological, weight gain, gastrointestinal and respiratory clusters were stable across time and dimensions. Only the psychological, weight gain and respiratory clusters were consistent across time and dimensions. CONCLUSION Given the stability of the psychological, weight gain and gastrointestinal clusters across cancer diagnoses, symptoms within these clusters need to be routinely assessed. However, respiratory and hormonal clusters are unique to specific cancer types and the symptoms within these clusters are variable.
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Affiliation(s)
- Carolyn S Harris
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kord Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Bruce Cooper
- School of Nursing, University of California, San Francisco, CA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Anand A Dhruva
- School of Medicine, University of California, San Francisco, CA, USA
| | - Frances Cartwright
- Department of Nursing, Mount Sinai Medical Center, New York, New York, USA
| | - Steven Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Jon Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Christine Miaskowski
- School of Nursing and School of Medicine, University of California, San Francisco, CA, USA
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7
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Storey S, Luo X, Ren J, Huang K, Von Ah D. Symptom clusters in breast cancer survivors with and without type 2 diabetes over the cancer trajectory. Asia Pac J Oncol Nurs 2024; 11:100343. [PMID: 38222966 PMCID: PMC10784674 DOI: 10.1016/j.apjon.2023.100343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 11/10/2023] [Indexed: 01/16/2024] Open
Abstract
Objective This study aimed to investigate symptoms and symptom clusters in breast cancer survivors (BCS) with and without type 2 diabetes across three crucial periods during the cancer trajectory (0-6 months, 12-18 months, and 24-30 months) post-initial chemotherapy. Methods Eight common symptoms in both BCS and individuals with diabetes were identified through natural language processing of electronic health records from January 2007 to December 2018. Exploratory factor analysis was employed to discern symptom clusters, evaluating their stability, consistency, and clinical relevance. Results Among the 4601 BCS in the study, 20% (n = 905) had a diabetes diagnosis. Gastrointestinal symptoms and fatigue were prevalent in both groups. While BCS in both groups exhibited an equal number of clusters, the composition of these clusters differed. Symptom clusters varied over time between BCS with and without diabetes. BCS with diabetes demonstrated less stability (repeated clusters) and consistency (same individual symptoms comprising clusters) than their counterparts without diabetes. This suggests that BCS with diabetes may experience distinct symptom clusters at pivotal points in the cancer treatment trajectory. Conclusions Healthcare providers must be attentive to BCS with diabetes throughout the cancer trajectory, considering intensified and/or unique profiles of symptoms and symptom clusters. Interdisciplinary cancer survivorship models are essential for effective diabetes management in BCS. Implementing a comprehensive diabetes management program throughout the cancer trajectory could alleviate symptoms and symptom clusters, ultimately enhancing health outcomes and potentially reducing healthcare resource utilization.
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Affiliation(s)
- Susan Storey
- Indiana University School of Nursing, Indianapolis, IN, USA
| | - Xiao Luo
- Department of Management Science and Information Systems, School of Business, Oklahoma State University, OK, USA
| | - Jie Ren
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine Indianapolis, IN, USA
| | - Kun Huang
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine; Regenstrief Institute, Indianapolis, IN, USA
| | - Diane Von Ah
- College of Nursing, Cancer Research, Center for Healthy Aging, Self-Management and Complex Care, The Ohio State University, Columbus, OH, USA
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Johannessen MS, Miaskowski C, Kleven AG, Ritchie CS, Paul SM, Grov EK, Hareide M, Gaudernack H, Utne I. Age-related differences in the occurrence, severity, and distress of symptoms in older patients at the initiation of chemotherapy. BMC Geriatr 2023; 23:481. [PMID: 37558973 PMCID: PMC10413597 DOI: 10.1186/s12877-023-04198-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 07/26/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND Evaluate for differences in occurrence, severity, and distress ratings for 32 symptoms between younger older adults (YOA, < 70 years) and older adults (OA, ≥ 70 years) at initiation of chemotherapy. METHODS Patients (n = 125) were recruited prior to the initiation of chemotherapy and completed the Memorial Symptom Assessment Scale. Differences in occurrence, severity, and distress ratings were evaluated using Independent sample t-tests and Chi-square or Fisher's exact tests. RESULTS On average, the older patients reported ten concurrent symptoms that equates with a moderate symptom burden. Symptoms with the highest occurrence rates were not always the most severe and/or the most distressing. Few age-related differences were found in patients' symptom experiences. When age-related differences were identified, OA reported lower occurrence, severity, and distress ratings. Nine of the ten symptoms with highest occurrence rates were common for both age groups. For severity and distress, only half of the symptoms were common. In terms of severity and distress, all of the top ten ranked symptoms were in the moderate to severe range. CONCLUSIONS Both YOA and OA reported a moderate symptom burden and severity and distress scores in the moderate to severe range. The symptoms with the highest occurrence rates were not always the most severe/or the most distressing. Our findings suggest that different dimensions of the symptom experience (i.e., occurrence, severity, and distress) warrant evaluation in older oncology patients.
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Affiliation(s)
- Marlen Sunde Johannessen
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | | | - Anne Grethe Kleven
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | | | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Ellen Karine Grov
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | - Martine Hareide
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | - Henrik Gaudernack
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | - Inger Utne
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway.
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Phongnopakoon P, Srisatidnarakul B, Hsu YY. Development and Psychometric Validation of Patient-Reported Outcome Measures (PROMs BCC-20) for Assessing Comfort during Chemotherapy in Breast Cancer Patients. Asian Pac J Cancer Prev 2023; 24:2799-2807. [PMID: 37642067 PMCID: PMC10685239 DOI: 10.31557/apjcp.2023.24.8.2799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 08/07/2023] [Indexed: 08/31/2023] Open
Abstract
OBJECTIVE The study aims to develop and psychometric validate Patient-Reported Outcomes Measures for Assessing Comfort during Chemotherapy in Breast Cancer Patients (PROMs BCC-20). METHODS This study was conducted in two phases: 1) items were developed from the literature review and in-depth interviews, and 2) Exploratory factor analysis (EFA), Confirmatory factor analysis (CFA), and concurrent validity were performed to evaluate construct validity. The participants were cancer stage I-IIIC, adult females, performance status was assessed by Eastern Cooperative Oncology Group (ECOG) score ≤ 2 after receiving the second cycle of adjuvant chemotherapy and selected by purposive sampling method. For each group of EFA and CFA was 250 participants. RESULT Five hundred breast cancer patients during adjuvant chemotherapy were recruited from three tertiary cancer centers. A succession of EFA using principal axis factoring with Promax rotation revealed four dimensions yielded a seven factors solution, explaining a 60.07 percent variance. CFA contains 20 items with five factors; 1) social function, four items; 2) digestive function, three items; 3) emotional function, six items; 4) environmental function, three items; and 5) sleep quality, four items via maximum likelihood with bootstrapping indicated a good fit model (SRMR = 0.045, RMSEA = 0.040, CFI = 0.947, and TLI = 0.935). The Cronbach's alpha of 0.86 demonstrated strong internal consistency reliability. Pearson's correlation coefficient showed acceptable criterion validity. CONCLUSION The PROMS BCC-20 provides good psychometric properties and practical patients' direct reports of comfort in breast cancer patients during chemotherapy. The PROMs BCC-20 should be standardized for comfort measurement and tailor-made nursing care to provide patient satisfaction and good nursing outcomes.
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Affiliation(s)
| | | | - Yu Yun Hsu
- Department of Nursing, National Cheng Kung University, Tainan, Taiwan.
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10
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Wang YF, He RJ, Yuan XJ, Wang XM, Liang T, Cui ZQ, Liu JX. Dynamic changes and correlation between symptoms and quality of life in patients with breast cancer during chemotherapy. Technol Health Care 2023:THC220657. [PMID: 36847033 DOI: 10.3233/thc-220657] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
BACKGROUND Standardized chemotherapy for breast cancer can improve the survival of patients, but during the process, it is accompanied by a variety of symptoms. OBJECTIVE To explore the dynamic changes of symptoms and quality of life in breast cancer patients at different time points during chemotherapy, and to explore the correlation with quality of life. METHOD A prospective study method was used to collect 120 breast cancer patients undergoing chemotherapy as the research objects. The general information questionnaire, the Chinese version of the M.D. Anderson Symptom inventory (MDASI-C), and the European Organization for Cancer Research and Treatment (EORTC) Quality of Life questionnaire were used in the first week (T1), first month (T2), three month (T3) and 6 months after chemotherapy (T4) to conduct dynamic investigation. RESULTS The symptoms of breast cancer patients at four time points during chemotherapy period were: psychological symptoms, pain-related symptoms, perimenopausal symptoms, impaired self-image, and neurological related symptoms etc. At T1, it exhibited 2 symptoms, however as moving along the chemotherapy process, the symptoms are increasing. The severity is (F= 76.32, P< 0.001), life of quality (F= 117.64, P< 0.001) vary. At T3, there were 5 symptoms, and at T4 symptom number increased to 6 with worsening quality of life. It exhibited positive correlation with scores in multiple domains of quality of life (P< 0.05), and the above symptoms showed positive correlation with multiple domains of QLQ-C30 (P< 0.05). CONCLUSION After T1-T3 of chemotherapy in breast cancer patients, the symptoms become more serious and the quality of life reduced. Therefore, medical staff should pay attention to the occurrence and development of patient's symptoms, create a reasonable plan from the perspective of symptom management and carry out personalized interventions to improve patient's quality of life.
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Al Qadire M, Aljezawi M, Al Omari O, Alatoum AM, Khalaf A. Identifying Symptom Clusters in Cancer Patients Receiving Chemotherapy using Symptom Occurrence and Distress Dimensions. Clin Nurs Res 2023; 32:185-196. [PMID: 35658723 DOI: 10.1177/10547738221100349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The current study explored symptom clusters in a heterogenous sample that includes all age groups, and all types of cancer being treated with chemotherapy. A cross-sectional survey design was used. The sample comprise 393 cancer patients with a mean age of 52.1 years (SD 13.9). The most prevalent symptoms were tiredness (78.9%), lack of energy (71.8%), and irritability (66.9%) and the most distressing symptom was lack of appetite. Four clusters of the symptom experience: chemotherapy-related, psychological, fatigue and pain, and gastrointestinal symptoms, regardless of the dimension used, were identified. The content and number of symptoms within each cluster using the distress dimension were slightly different from the occurrence dimension. The findings call for an early comprehensive assessment and treatment of symptoms for patients undergoing chemotherapy. Also, healthcare providers especially nurses need to thoroughly assess and manage these symptoms to ease patients' experience, enhance their compliance and improve their quality of life.
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Affiliation(s)
- Mohammad Al Qadire
- Sultan Qaboos University, Muscat, Sultanate of Oman.,Al Al-Bayt University, Mafraq, Jordan
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12
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Harris CS, Miaskowski CA, Conley YP, Hammer MJ, Dhruva AA, Levine JD, Olshen AB, Kober KM. Gastrointestinal Symptom Cluster is Associated With Epigenetic Regulation of Lymphotoxin Beta in Oncology Patients Receiving Chemotherapy. Biol Res Nurs 2023; 25:51-64. [PMID: 35929442 PMCID: PMC9900252 DOI: 10.1177/10998004221115863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVES While the gastrointestinal symptom cluster (GISC) is common in patients receiving chemotherapy, limited information is available on its underlying mechanism(s). Emerging evidence suggests a role for inflammatory processes through the actions of the nuclear factor kappa B (NF-κB) signaling pathway. This study evaluated for associations between a GISC and levels of DNA methylation for genes within this pathway. METHODS Prior to their second or third cycle of chemotherapy, 1071 outpatients reported symptom occurrence using the Memorial Symptom Assessment Scale. A GISC was identified using exploratory factor analysis. Differential methylation analyses were performed in two independent samples using EPIC (n = 925) and 450K (n = 146) microarrays. Trans expression-associated CpG (eCpG) loci for 56 NF-κB signaling pathway genes were evaluated. Loci significance were assessed using an exploratory false discovery rate (FDR) of 25% for the EPIC sample. For the validation assessment using the 450K sample, significance was assessed at an unadjusted p-value of 0.05. RESULTS For the EPIC sample, the GISC was associated with increased expression of lymphotoxin beta (LTB) at one differentially methylated trans eCpG locus (cg03171795; FDR = 0.168). This association was not validated in the 450K sample. CONCLUSIONS This study is the first to identify an association between a GISC and epigenetic regulation of a gene that is involved in the initiation of gastrointestinal immune responses. Findings suggest that increased LTB expression by hypermethylation of a trans eCpG locus is involved in the occurrence of this cluster in patients receiving chemotherapy. LTB may be a potential therapeutic target for this common cluster.
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Affiliation(s)
| | - Christine A. Miaskowski
- School of Nursing, University of
California, San Francisco, CA, USA
- School of Medicine, University of
California, San Francisco, CA, USA
| | - Yvette P. Conley
- School of Nursing, University of
Pittsburgh, Pittsburgh, PA, USA
| | - Marilyn J. Hammer
- The Phyllis F. Cantor Center for
Research in Nursing and Patient Care Services, Dana-Farber Cancer
Institute, Boston, MA, USA
| | - Anand A. Dhruva
- School of Medicine, University of
California, San Francisco, CA, USA
| | - Jon D. Levine
- School of Medicine, University of
California, San Francisco, CA, USA
| | - Adam B. Olshen
- School of Medicine, University of
California, San Francisco, CA, USA
| | - Kord M. Kober
- School of Nursing, University of
California, San Francisco, CA, USA
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13
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Wu CJ, Chen YC, Bai LY, Chiou TJ, Lin KC, Wang YJ. Trajectories of symptom severity predicts quality of life change in newly diagnosis lymphoma survivors: An initial study. Eur J Cancer Care (Engl) 2022; 31:e13741. [PMID: 36254839 DOI: 10.1111/ecc.13741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 09/09/2022] [Accepted: 09/27/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE This study aimed to explore the subgroups of symptom severity and impact of their trajectories on quality of life in lymphoma survivors. METHODS Secondary data were analysed from a prospective study with four-time measures: before treatment (T1), during treatment (T2), treatment completion (T3) and 10 weeks after treatment (T4). Data were analysed using descriptive statistics, group-based trajectory model and generalised estimation equation. RESULTS Fifty nine of 61 participants completed three-time measure (mean age = 60.43 years, male-predominant). The changes in symptom severity over time were divided into two subgroups: slight-stable group (n = 54, 89%) and mild-fickle group (n = 7, 11%). Pain, tiredness and sleeping trouble were the predominant symptoms. The quality of life change in the slight-stable group was significantly better than that of the mild-fickle group (B = 13.35, SE = 3.53, p < 0.001). The overall quality of life at T2, T3 and T4 was better than it was at T1. CONCLUSION The different trajectories of symptom severity significantly influenced quality of life changes in lymphoma survivors. Healthcare providers must be aware that there is a group of lymphoma survivors with relatively severe symptoms when newly diagnosed, compared to the opposite. More attention must be paid to this group, in addition to providing in-time symptom management.
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Affiliation(s)
- Chih-Jung Wu
- School of Nursing, China Medical University, Taichung, Taiwan
| | - Yu-Chi Chen
- Department of Nursing, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Li-Yuan Bai
- Department of Hematology and Oncology, China Medical University Hospital, Taichung, Taiwan
| | - Tzeon-Jye Chiou
- Department of Hematology and Oncology, Taipei Municipal Wanfang Hospital, Taipei, Taiwan
| | - Kuan-Chia Lin
- Institute of Hospital and Health Care Administration, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Ya-Jung Wang
- Department of Nursing, DaYeh University, Changhua, Taiwan
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14
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Harris CS, Dodd M, Kober KM, Dhruva AA, Hammer M, Conley YP, Miaskowski CA. Advances in Conceptual and Methodological Issues in Symptom Cluster Research: A 20-Year Perspective. ANS Adv Nurs Sci 2022; 45:309-322. [PMID: 35502915 PMCID: PMC9616968 DOI: 10.1097/ans.0000000000000423] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Two conceptual approaches are used to evaluate symptom clusters: "clustering" symptoms (ie, variable-centered analytic approach) and "clustering" patients (ie, person-centered analytic approach). However, these methods are not used consistently and conceptual clarity is needed. Given the emergence of novel methods to evaluate symptom clusters, a review of the conceptual basis for older and newer analytic methods is warranted. Therefore, this article will review the conceptual basis for symptom cluster research; compare and contrast the conceptual basis for using variable-centered versus patient-centered analytic approaches in symptom cluster research; review their strengths and weaknesses; and compare their applications in symptom cluster research.
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Affiliation(s)
| | - Marylin Dodd
- School of Nursing, University of California, San Francisco, CA, USA
| | - Kord M. Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Anand A. Dhruva
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Yvette P. Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Christine A. Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA
- School of Medicine, University of California, San Francisco, CA, USA
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15
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Identifying subtypes of HIV/AIDS-related symptoms in China using latent profile analysis and symptom networks. Sci Rep 2022; 12:13271. [PMID: 35918513 PMCID: PMC9345945 DOI: 10.1038/s41598-022-17720-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 07/29/2022] [Indexed: 11/09/2022] Open
Abstract
The identification of subgroups of people living with HIV in China based on the severity of symptom clusters and individual symptoms is crucial to determine group-specific symptom management strategies. Participants reported 27 highly prevalent HIV/AIDS-related symptoms. Latent profile analysis based on symptom severity was used to identify person-centered subtypes of HIV/AIDS-related symptoms. Symptom networks were compared among subgroups identified by latent profile analysis. A total of 2927 eligible people living with HIV (PWH) were included in the analysis. Five profiles were identified: "Profile 1: all low symptom severity" (n2 = 2094, 71.54%), "Profile 2: medium symptom severity with syndemic conditions" (n3 = 109, 3.72%), "Profile 3: medium symptom severity with low functional status" (n1 = 165, 5.64%), "Profile 4: medium symptom severity in transitional period" (n4 = 448, 15.31%), and "Profile 5: all high symptom severity" (n5 = 111, 3.79%). Except for Profile 1 and Profile 5, the symptom severity was similar among the other three profiles. Profiles 1 (2.09 ± 0.52) and 4 (2.44 ± 0.66) had the smallest ∑s values, and Profiles 2 (4.38 ± 1.40) and 5 (4.39 ± 1.22) had the largest ∑s values. Our study demonstrates the need for health care professionals to provide PWH with group-specific symptom management interventions based on five profiles to improve their physical and psychological well-being. Future studies should be conducted in different contexts using different symptom checklists to further validate our results.
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16
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Harris CS, Kober KM, Cooper B, Conley YP, Dhruva AA, Hammer MJ, Paul S, Levine JD, Miaskowski CA. Symptom clusters in outpatients with cancer using different dimensions of the symptom experience. Support Care Cancer 2022; 30:6889-6899. [PMID: 35543816 PMCID: PMC10792845 DOI: 10.1007/s00520-022-07125-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 05/05/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE Relatively few studies have evaluated for symptom clusters across multiple dimensions. It is unknown whether the symptom dimension used to create symptom clusters influences the number and types of clusters that are identified. Study purposes were to describe ratings of occurrence, severity, and distress for 38 symptoms in a heterogeneous sample of oncology patients (n = 1329) undergoing chemotherapy; identify and compare the number and types of symptom clusters based on three dimensions (i.e., occurrence, severity, and distress); and identify common and distinct clusters. METHODS A modified version of the Memorial Symptom Assessment Scale was used to assess the occurrence, severity, and distress ratings of 38 symptoms in the week prior to patients' next cycle of chemotherapy. Symptom clusters for each dimension were identified using exploratory factor analysis. RESULTS Patients reported an average of 13.9 (±7.2) concurrent symptoms. Lack of energy was both the most common and severe symptom while "I don't look like myself" was the most distressing. Psychological, gastrointestinal, weight gain, respiratory, and hormonal clusters were identified across all three dimensions. Findings suggest that psychological, gastrointestinal, and weight gain clusters are common while respiratory and hormonal clusters are distinct. CONCLUSIONS Psychological, gastrointestinal, weight gain, hormonal, and respiratory clusters are stable across occurrence, severity, and distress in oncology patients receiving chemotherapy. Given the stability of these clusters and the consistency of the symptoms across dimensions, the use of a single dimension to identify these clusters may be sufficient. However, comprehensive and disease-specific inventories need to be used to identify distinct clusters.
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Affiliation(s)
- Carolyn S Harris
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Kord M Kober
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Bruce Cooper
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Anand A Dhruva
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Steven Paul
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Christine A Miaskowski
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA.
- School of Medicine, University of California, San Francisco, CA, USA.
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17
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Al Qadire M, Al Omari O, Alaloul F, Musa A, Aloush S. Assessment of symptoms among among patients living with cancer: prevalence, distress and its correlation with quality of life. Int J Palliat Nurs 2022; 28:270-279. [PMID: 35727829 DOI: 10.12968/ijpn.2022.28.6.270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background: Several symptoms known to be experienced by cancer patients receiving palliative care remain under-reported, inadequately managed and unexplored in Jordan. Aim: To describe the prevalence of symptoms, the distress caused and the correlation with quality-of-life among cancer patients receiving palliative care in Jordan. Methods: A cross-sectional correlational survey design was used. The Rotterdam Symptom Checklist and the Quality-of-Life Index-Cancer version were used for data collection. Data were analysed using descriptive statistics, unpaired t-test and Pearson correlation coefficients. Results: The sample comprises of 124 patients with a mean age of 55.7 years (SD=12.9). A total of 57.3% of them were females. Patients reported having an average of 17.3 (SD=7.1) symptoms. The most reported symptoms were tiredness (90.3%), lack of energy (81.5%), sore muscles (81.5%) and worry (76.6%). The mean total score for quality of life was 17.9 (SD=5.9) out of 30. A negative (P<0.05) relationship was found between the number of concurrent symptoms and the total quality of life score. Conclusions: Palliative care patients in Jordan reported a high number of co-occurring symptoms and experienced high levels of symptom distress, which negatively impacted their quality of life. Further research to evaluate the impact of total symptom management, its efficacy and feasibility is needed.
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Affiliation(s)
- Mohammad Al Qadire
- Professor, College of Nursing, Sultan Qaboos University, Sultanate of Oman; Adult Health Department, Al Al-Bayt University, Jordan
| | - Omar Al Omari
- Associate Professor, Sultan Qaboos University, Sultanate of Oman
| | - Fawwaz Alaloul
- Associate Professor, Sultan Qaboos University, Sultanate of Oman
| | - Ahmad Musa
- Associate Professor, Al Al-Bayt University, Jordan
| | - Sami Aloush
- Associate Professor, Al Al-Bayt University, Jordan
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18
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Harris CS, Kober KM, Conley YP, Dhruva AA, Hammer M, Miaskowski CA. Symptom clusters in patients receiving chemotherapy: A systematic review. BMJ Support Palliat Care 2022; 12:10-21. [PMID: 34921000 PMCID: PMC8857036 DOI: 10.1136/bmjspcare-2021-003325] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 11/22/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND AND PURPOSE Since 2001, symptom cluster research has grown considerably. However, because multiple methodological considerations remain, ongoing synthesis of the literature is needed to identify gaps in this area of symptom science. This systematic review evaluated the progress in symptom clusters research in adults receiving primary or adjuvant chemotherapy since 2016. METHODS Eligible studies were published in English between 1 January 2017 and 17 May 2021; evaluated for and identified symptom clusters 'de novo;' and included only adults being treated with primary or adjuvant chemotherapy. Studies were excluded if patients had advanced cancer or were receiving palliative chemotherapy; symptoms were measured after treatment; symptom clusters were pre-specified or a patient-centred analytic approach was used. For each study, symptom instrument(s); statistical methods and symptom dimension(s) used to create the clusters; whether symptoms were allowed to load on more than one factor; method used to assess for stability of symptom clusters and associations with secondary outcomes and biomarkers were extracted. RESULTS Twenty-three studies were included. Memorial Symptom Assessment Scale was the most common instrument and exploratory factor analysis was the most common statistical method used to identify symptom clusters. Psychological, gastrointestinal, and nutritional clusters were the most commonly identified clusters. Only the psychological cluster remained relatively stable over time. Only five studies evaluated for secondary outcomes. DISCUSSION While symptom cluster research has evolved, clear criteria to evaluate the stability of symptom clusters and standardised nomenclature for naming clusters are needed. Additional research is needed to evaluate the biological mechanism(s) for symptom clusters. PROSPERO REGISTRATION NUMBER CRD42021240216.
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Affiliation(s)
| | - Kord M. Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Yvette P. Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Anand A. Dhruva
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Christine A. Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA,School of Medicine, University of California, San Francisco, CA, USA
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19
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Brady V, Whisenant M, Wang X, Ly VK, Zhu G, Aguilar D, Wu H. Characterization of Symptoms and Symptom Clusters for Type 2 Diabetes Using a Large Nationwide Electronic Health Record Database. Diabetes Spectr 2022; 35:159-170. [PMID: 35668892 PMCID: PMC9160545 DOI: 10.2337/ds21-0064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE A variety of symptoms may be associated with type 2 diabetes and its complications. Symptoms in chronic diseases may be described in terms of prevalence, severity, and trajectory and often co-occur in groups, known as symptom clusters, which may be representative of a common etiology. The purpose of this study was to characterize type 2 diabetes-related symptoms using a large nationwide electronic health record (EHR) database. METHODS We acquired the Cerner Health Facts, a nationwide EHR database. The type 2 diabetes cohort (n = 1,136,301 patients) was identified using a rule-based phenotype method. A multistep procedure was then used to identify type 2 diabetes-related symptoms based on International Classification of Diseases, 9th and 10th revisions, diagnosis codes. Type 2 diabetes-related symptoms and co-occurring symptom clusters, including their temporal patterns, were characterized based the longitudinal EHR data. RESULTS Patients had a mean age of 61.4 years, 51.2% were female, and 70.0% were White. Among 1,136,301 patients, there were 8,008,276 occurrences of 59 symptoms. The most frequently reported symptoms included pain, heartburn, shortness of breath, fatigue, and swelling, which occurred in 21-60% of the patients. We also observed over-represented type 2 diabetes symptoms, including difficulty speaking, feeling confused, trouble remembering, weakness, and drowsiness/sleepiness. Some of these are rare and difficult to detect by traditional patient-reported outcomes studies. CONCLUSION To the best of our knowledge, this is the first study to use a nationwide EHR database to characterize type 2 diabetes-related symptoms and their temporal patterns. Fifty-nine symptoms, including both over-represented and rare diabetes-related symptoms, were identified.
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Affiliation(s)
- Veronica Brady
- Cizik School of Nursing, The University of Texas Health Science Center at Houston, Houston, TX
| | - Meagan Whisenant
- Cizik School of Nursing, The University of Texas Health Science Center at Houston, Houston, TX
| | - Xueying Wang
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX
| | - Vi K. Ly
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX
| | - Gen Zhu
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX
| | - David Aguilar
- McGovern School of Medicine, The University of Texas Health Science Center at Houston, Houston, TX
| | - Hulin Wu
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX
- Corresponding author: Hulin Wu,
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Mathew A, Tirkey AJ, Li H, Steffen A, Lockwood MB, Patil CL, Doorenbos AZ. Symptom Clusters in Head and Neck Cancer: A Systematic Review and Conceptual Model. Semin Oncol Nurs 2021; 37:151215. [PMID: 34483015 PMCID: PMC8492544 DOI: 10.1016/j.soncn.2021.151215] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 08/02/2021] [Accepted: 08/03/2021] [Indexed: 12/31/2022]
Abstract
OBJECTIVE The two approaches to symptom-cluster research include grouping symptoms and grouping patients. The objective of this systematic review was to examine the conceptual approaches and methodologies used in symptom-cluster research in patients with head and neck cancer. DATA SOURCES Articles were retrieved from electronic databases (CINAHL, MEDLINE via Ovid, APA PsycINFO, Scopus, Embase, and Cochrane Central Register of Controlled Trials-CENTRAL), five grey literature portals, and Google Scholar. Seventeen studies met the eligibility criteria. Eight studies grouped symptoms to identify symptom clusters, of which two used qualitative methods. The number of symptom clusters ranged from two to five, and the number of symptoms in a cluster ranged from 2 to 11. Nine studies grouped patients based on their experiences with multiple symptoms. Cluster analysis and factor analysis were most commonly used. Despite variable names and composition of symptom clusters, synthesis revealed three prominent symptom clusters: general, head and neck cancer-specific, and gastrointestinal. Being female and quality of life were significantly associated with high symptom group or cluster severity. Biological mechanisms were sparsely examined. CONCLUSION Symptom cluster research in head and neck cancer is emerging. Consensus on nomenclature of a symptom cluster will facilitate deduction of core clinically relevant symptom clusters in head and neck cancer. Further research is required on understanding patients' subjective experiences, identifying predictors and outcomes, and underlying mechanisms for symptom clusters. IMPLICATIONS FOR NURSING PRACTICE Identification of clinically relevant symptom clusters would enable targeted symptom assessment and management strategies, thus improving treatment efficiencies and patient outcomes.
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Affiliation(s)
- Asha Mathew
- College of Nursing, University of Illinois, Chicago; Christian Medical College, Vellore, India.
| | | | - Hongjin Li
- College of Nursing, University of Illinois, Chicago; Christian Medical College, Vellore, India
| | | | | | | | - Ardith Z Doorenbos
- College of Nursing, University of Illinois, Chicago; University of Illinois Cancer Center, Chicago
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21
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Almeida AR, Santana RF, Brandão MAG. Compromised end-of-life syndrome: Concept development from the condition of adults and older adults in palliative care. Int J Nurs Knowl 2021; 33:128-135. [PMID: 34546666 DOI: 10.1111/2047-3095.12344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 08/23/2021] [Accepted: 09/01/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE This study aimed to develop the nursing diagnosis concept "compromised end-of-life syndrome" in palliative care. METHODS The authors used the integrative strategy by Meleis to develop the concept in this study and identifying clinical indicators from a literature review. For data organization, we applied the Preferred Reporting Items for Systematic Reviews and Metanalysis (PRISMA). FINDINGS Some clusters of unpleasant signs and symptoms in palliative care patients at the end of life, such as pain, dyspnea, depression, constipation, and anxiety, were identified. Through conceptualization, the authors propose a new nursing diagnosis, "compromised end-of-life syndrome." The manuscript includes a model case of a patient with nursing diagnosis syndrome as a clinical example. CONCLUSIONS Simultaneous patterns of signs and symptoms present in the literature reinforce the utility of the proposition of end-of-life syndrome as a nursing diagnostic construct. IMPLICATIONS FOR NURSING PRACTICE The concept development related to patients' unpleasant signs and symptoms critically ill at palliative care supports the proposition of a new nursing diagnosis relevant to selecting adequate nursing interventions and nursing outcomes. Some clusters of unpleasant signs and symptoms in palliative care patients at the end of life, such as pain, dyspnea, depression, constipation, and anxiety were identified. Conceptualization was used to propose a new nursing diagnosis, "compromised end-of-life syndrome." A model case of a patient with nursing diagnosis syndrome is described as a clinical example. CONCLUSION Simultaneous patterns of signs and symptoms present in the literature reinforce the utility of the proposition of end-of-life syndrome as nursing diagnostic construct. IMPLICATIONS FOR NURSING PRACTICE The concept development related to patients' unpleasant signs and symptoms critically ill at palliative care supports the proposition of a new nursing diagnosis relevant to selecting adequate nursing interventions and nursing outcomes.
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Affiliation(s)
- Antônia Rios Almeida
- Nurse, Department of Neurosurgery and Thoracic Surgery, José Alencar Gomes da Silva National Cancer Institute, Rio de Janeiro, Brazil
| | - Rosimere Ferreira Santana
- Nurse, Teacher, Aurora de Afonso Costa Nursing School, Fluminense Federal University, Rio de Janeiro, Brazil
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22
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Kwekkeboom KL, Wieben A, Stevens J, Tostrud L, Montgomery K. Guideline-Recommended Symptom Management Strategies That Cross Over Two or More Cancer Symptoms. Oncol Nurs Forum 2021; 47:498-511. [PMID: 32830800 DOI: 10.1188/20.onf.498-511] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PROBLEM IDENTIFICATION Patients with cancer experience multiple symptoms, but current practice is driven by guidelines that address single symptoms. Identifying symptom management strategies recommended across two or more symptoms could relieve multiple symptoms and reduce patient burden. LITERATURE SEARCH The Oncology Nursing Society, National Comprehensive Cancer Network, and American Society of Clinical Oncology websites were searched to identify management guidelines for 15 symptoms. DATA EVALUATION The authors extracted symptom management strategies and recommendations. Recommendations were synthesized by symptom across the guidelines, and recommended strategies were compared across symptoms. SYNTHESIS Among 32 guidelines reviewed, a total of 88 symptom management strategies (41 pharmacologic, 47 nonpharmacologic) were recommended across two or more symptoms. IMPLICATIONS FOR PRACTICE Findings support the potential for coordinated selection of symptom management strategies that cross over multiple symptoms in a patient. Investigators should test these symptom management strategies in the context of co-occurring symptoms and develop guidelines that address multiple symptoms.
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Neijenhuijs KI, Peeters CFW, van Weert H, Cuijpers P, Leeuw IVD. Symptom clusters among cancer survivors: what can machine learning techniques tell us? BMC Med Res Methodol 2021; 21:166. [PMID: 34399698 PMCID: PMC8369803 DOI: 10.1186/s12874-021-01352-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 07/21/2021] [Indexed: 12/25/2022] Open
Abstract
PURPOSE Knowledge regarding symptom clusters may inform targeted interventions. The current study investigated symptom clusters among cancer survivors, using machine learning techniques on a large data set. METHODS Data consisted of self-reports of cancer survivors who used a fully automated online application 'Oncokompas' that supports them in their self-management. This is done by 1) monitoring their symptoms through patient reported outcome measures (PROMs); and 2) providing a personalized overview of supportive care options tailored to their scores, aiming to reduce symptom burden and improve health-related quality of life. In the present study, data on 26 generic symptoms (physical and psychosocial) were used. Results of the PROM of each symptom are presented to the user as a no well-being risk, moderate well-being risk, or high well-being risk score. Data of 1032 cancer survivors were analysed using Hierarchical Density-Based Spatial Clustering of Applications with Noise (HDBSCAN) on high risk scores and moderate-to-high risk scores separately. RESULTS When analyzing the high risk scores, seven clusters were extracted: one main cluster which contained most frequently occurring physical and psychosocial symptoms, and six subclusters with different combinations of these symptoms. When analyzing moderate-to-high risk scores, three clusters were extracted: two main clusters were identified, which separated physical symptoms (and their consequences) and psycho-social symptoms, and one subcluster with only body weight issues. CONCLUSION There appears to be an inherent difference on the co-occurrence of symptoms dependent on symptom severity. Among survivors with high risk scores, the data showed a clustering of more connections between physical and psycho-social symptoms in separate subclusters. Among survivors with moderate-to-high risk scores, we observed less connections in the clustering between physical and psycho-social symptoms.
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Affiliation(s)
- Koen I Neijenhuijs
- Department of Clinical, Vrije Universiteit Amsterdam, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Van der Boechorststraat 1, 1081, BT, Amsterdam, The Netherlands.,Amsterdam UMC, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Carel F W Peeters
- Department of Epidemiology & Biostatistics, Amsterdam UMC, location VUmc, Boelelaan, 1117, Amsterdam, The Netherlands.,Mathematical & Statistical Methods Group (Biometris), Wageningen University & Research, Wageningen, The Netherlands
| | - Henk van Weert
- Department of General Practice, Amsterdam UMC, location AMC, Amsterdam Public Health, Meibergdreef 9, Amsterdam, The Netherlands
| | - Pim Cuijpers
- Department of Clinical, Vrije Universiteit Amsterdam, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Van der Boechorststraat 1, 1081, BT, Amsterdam, The Netherlands
| | - Irma Verdonck-de Leeuw
- Department of Clinical, Vrije Universiteit Amsterdam, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Van der Boechorststraat 1, 1081, BT, Amsterdam, The Netherlands. .,Amsterdam UMC, Cancer Center Amsterdam, Amsterdam, The Netherlands. .,Department of Otolaryngology-Head and Neck Surgery, Amsterdam UMC, location VUmc, Boelelaan, 1117, Amsterdam, The Netherlands.
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Wang Y, Lu Q, Zhang L, Zhuang B, Zhang T, Jin S, Sun Y, Xiao S, Zheng B, Fang Y, Gong L, Wang Y, Cao Y, Wang W. Nutrition Impact Symptom Clusters in Patients With Head and Neck Cancer Receiving Concurrent Chemoradiotherapy. J Pain Symptom Manage 2021; 62:277-285. [PMID: 33348033 DOI: 10.1016/j.jpainsymman.2020.12.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 12/02/2020] [Accepted: 12/07/2020] [Indexed: 01/25/2023]
Abstract
OBJECTIVES The objective of this study was to identify the nutrition impact symptom (NIS) clusters in patients with head and neck cancer (HNC) receiving concurrent chemoradiotherapy (CCRT) and explore their relationships with the weight loss rate (WLR). METHODS This longitudinal study included 169 patients. At baseline (T1), the demographics, clinical information, and weight before radiotherapy (RT) were recorded. At the third week (T2) and the end of RT (T3), we assessed the weight, prevalence, severity, and interference of the NIS with the Head and Neck Patient Symptom Checklist. The mean scores of the severity of NIS at T2 and T3 were used as a whole to perform the exploratory factor analysis and identify the symptom clusters. Cronbach's α coefficient was used to evaluate the internal consistency of the symptom clusters. Generalized estimating equations were used to analyze the relationships between clusters and the WLR. RESULTS We extracted three clusters from 14 NISs: the RT-specific symptom cluster including pain, difficulty swallowing, oral mucositis, thick saliva, difficulty chewing, and dry mouth (Cronbach's α = 0.820); the gastrointestinal symptom cluster including nausea, loss of appetite, feeling full, vomiting, and taste change (Cronbach's α = 0.592); the psychological status cluster including depressed, anxious, and lack of energy (Cronbach's α = 0.710). The multivariable model showed that participants with more serious RT-specific symptom cluster (β = 1.020, 95% CI: 0.570-1.471, P < 0.001) had higher WLR. CONCLUSIONS The NIS had close internal connections with each other, so the strategies applied by healthcare professionals should focus on multiple related symptoms, especially to manage the RT-specific symptom cluster.
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Affiliation(s)
- Yujie Wang
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, China
| | - Qian Lu
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, China.
| | - Lichuan Zhang
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, China
| | - Bing Zhuang
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, China
| | - Tong Zhang
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, China
| | - Sanli Jin
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, China
| | - Yan Sun
- Department of Radiation Oncology, Key laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, China
| | - Shaowen Xiao
- Department of Radiation Oncology, Key laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, China
| | - Baomin Zheng
- Department of Radiation Oncology, Key laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yu Fang
- Department of Clinical Nutrition, Key laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, China
| | - Liqing Gong
- Department of Clinical Nutrition, Key laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yanli Wang
- Department of Clinical Nutrition, Key laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yiwei Cao
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, China
| | - Weihu Wang
- Department of Radiation Oncology, Key laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, China
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Clinically significant symptoms prevalence in breast and colon cancers and leukemia patients: a comparison analysis of patient-reported outcomes. Support Care Cancer 2021; 30:439-446. [PMID: 34302547 DOI: 10.1007/s00520-021-06434-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 07/11/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE To assess the prevalence and severity of clinically significant symptoms (CSSs) for breast cancer, colon cancer, and leukemia patients undergoing chemotherapy. METHODS A retrospective review of the Edmonton Symptom Assessment System scores reported by patients from the database of our previous large-scale study, which was collected between May 2018 and January 2019. We described the prevalence of CSSs in proportion and severity in mean ± SD. RESULTS Of 546 cancer patients, 209 were breast cancer, 159 were colon cancer, and 178 were leukemia. The majority of participants were females 345 (63.2%), and the mean age of the entire study sample was 49.4 ± 13.93. Diminished feeling of well-being was the most prevalent CSS across the three cancers, with a statistically significant difference (p < 0.001). Fatigue (6.59 ± 2.07), pain (6.55 ± 2.01), and loss of appetite were the most distressing CSSs (6.49 ± 1.99) across the whole sample. Loss of appetite (6.34 ± 2.05) was the most distressing CSS in breast cancer, fatigue (6.97 ± 2.07) in leukemia, and pain (7.00 ± 2.11) in colon cancer. Statistically significant differences were found in the severity between the three cancer in pain (p < 0.001), fatigue (p = 0.010), nausea (p = 0.001), and diminished feeling of well-being (p = 0.033). Cancer type, sleeping hours, dependence on caregiver, female gender, level of education, and employment were significantly associated with higher odds of CSS severity. CONCLUSION Breast and colon cancer and leukemia patients undergoing chemotherapy experience multiple distressing CSSs. Our study validates CSSs as a discrete set of distressing symptoms that may serve and guide quality of care assessment and cancer clinical research, particularly among patients undergoing chemotherapy.
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Distress among cancer patients attending rehabilitation in the community. Support Care Cancer 2021; 30:279-287. [PMID: 34273033 PMCID: PMC8636420 DOI: 10.1007/s00520-021-06422-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/06/2021] [Indexed: 01/30/2023]
Abstract
Purpose The aim of this study is to identify sources of distress among cancer patients attending rehabilitation in the community. Methods Participants were 430 patients recruited from a cancer rehabilitation center in Singapore between 2017 and 2018, who had rated their distress using the distress thermometer (DT) and indicated associated problems on the problem list. Chi-square tests were used to detect differences in the reported symptoms among three age groups. Exploratory factor analysis was used to identify symptom clusters. Partial correlational analysis was then performed to examine the relationship between distress, symptom clusters, and age controlling for gender and cancer type. Results About 30% of the participants reported distress ≥ 5 on the DT (mean 3.3 ± 2.5), and the mean number of problems endorsed was 8 ± 6. A higher total number of reported problems (r = .63) and younger age (r = − .21) were associated with increased distress. The younger age group also reported more problems surrounding emotions, finance, work/school, children-related issues, and physical symptoms such as sleep and nausea. Of the 12 factors identified, 9 psychosocial and physical symptom clusters correlated with distress (r ranging from .12 to .41). All results were statistically significant after adjustment (p ≤ 0.05). Conclusion Younger survivors are more at risk of distress and report greater role functioning concerns related to childcare, partner relationship, and work participation. Age-tailored and multimodal interventions may be necessary to adequately address age-related differences and help coordinate management of multiple symptom clusters across physical and psychosocial concerns.
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Kwekkeboom KL, Wieben A, Braithwaite L, Hopfensperger K, Kim KS, Montgomery K, Reske M, Stevens J. Characteristics of Cancer Symptom Clusters Reported through a Patient-Centered Symptom Cluster Assessment. West J Nurs Res 2021; 44:662-674. [PMID: 33926320 DOI: 10.1177/01939459211012426] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In the scope of symptom cluster research, few investigators have obtained patients' perceptions of their symptom clusters, even though this information is central to designing effective interventions. In this cross-sectional study, 38 adults with cancer completed measures of demographics, health outcomes (functional status, well-being, quality of life) and a symptom cluster assessment that captured symptom occurrence, severity, distress, clustering, a priority cluster, causal attributions, duration, directional relationships, and cluster interference with daily life. Participants described 72 distinct symptom clusters. Symptoms were most frequently attributed to the cancer diagnosis. Participants' priority symptom cluster typically included two symptoms of continuous duration and one intermittent symptom. Temporal order and direction of symptom relationships varied, with 75 different relationships described among symptom pairs. Greater symptom cluster burden and interference were related to poorer health outcomes. This patient-centered view of symptom clusters revealed substantial variability in symptom cluster characteristics with important implications for symptom management.
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Affiliation(s)
| | - Ann Wieben
- School of Nursing, University of Wisconsin-Madison, Madison, WI, USA
| | - Loyda Braithwaite
- School of Nursing, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Kyung Soo Kim
- College of Nursing, University of Iowa, Iowa City, IA, USA
| | | | - Margaret Reske
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jennifer Stevens
- School of Nursing, University of Wisconsin-Madison, Madison, WI, USA
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So WKW, Law BMH, Ng MSN, He X, Chan DNS, Chan CWH, McCarthy AL. Symptom clusters experienced by breast cancer patients at various treatment stages: A systematic review. Cancer Med 2021; 10:2531-2565. [PMID: 33749151 PMCID: PMC8026944 DOI: 10.1002/cam4.3794] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 02/02/2021] [Accepted: 02/08/2021] [Indexed: 12/12/2022] Open
Abstract
Breast cancer patients often experience symptoms that adversely affect their quality of life. It is understood that many of these symptoms tend to cluster together: while they might have different manifestations and occur during different phases of the disease trajectory, the symptoms often have a common aetiology that is a potential target for intervention. Understanding the symptom clusters associated with breast cancer might usefully inform the development of effective care plans for affected patients. The aim of this paper is to provide an updated systematic review of the known symptom clusters among breast cancer patients during and/or after cancer treatment. A search was conducted using five databases for studies reporting symptom clusters among breast cancer patients. The search yielded 32 studies for inclusion. The findings suggest that fatigue-sleep disturbance and psychological symptom cluster (including anxiety, depression, nervousness, irritability, sadness, worry) are the most commonly-reported symptom clusters among breast cancer patients. Further, the composition of symptom clusters tends to change across various stages of cancer treatment. While this review identified some commonalities, the different methodologies used to identify symptom clusters resulted in inconsistencies in symptom cluster identification. It would be useful if future studies could separately examine the symptom clusters that occur in breast cancer patients undergoing a particular treatment type, and use standardised instruments across studies to assess symptoms. The review concludes that further studies could usefully determine the biological pathways associated with various symptom clusters, which would inform the development of effective and efficient symptom management strategies.
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Affiliation(s)
- Winnie K W So
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Bernard M H Law
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Marques S N Ng
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Xiaole He
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Dorothy N S Chan
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Carmen W H Chan
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Alexandra L McCarthy
- School of Nursing, Midwifery and Social Work, University of Queensland and Mater Health Services, Brisbane, Queensland, Australia
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Fei F, Koffman J, Zhang X, Gao W. Chronic Obstructive Pulmonary Disease Symptom Cluster Composition, Associated Factors, and Methodologies: A Systematic Review. West J Nurs Res 2021; 44:395-415. [PMID: 33682534 PMCID: PMC8894625 DOI: 10.1177/0193945921995773] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This systematic review details symptom clusters, their compositions, and associated factors and appraises the methodologies of studies that reported symptom clusters in patients with chronic obstructive pulmonary disease (COPD). Ten studies were eligible for inclusion in this study. Four common symptom clusters were identified. Two theoretical frameworks, four statistical methods, and various symptom assessment tools were used to identify symptom clusters. Factors associated with symptom clusters included demographic, clinical, and biological factors. No studies examined the subjective experiences of symptom clusters. Overall, inconsistencies were identified in the composition of symptom clusters across studies. This may be due to variations in study design, assessment tools, and statistical methods. Future studies should attempt to arrive at a common definition, especially that is theoretically derived, for symptom clusters, standardize the criteria for symptoms for inclusion in the clusters, and focus on patients' subjective experience to inform which clusters are clinically relevant.
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Affiliation(s)
- Fei Fei
- Cicely Saunders Institute, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK.,School of Nursing and Midwifery, Jiangsu College of Nursing, Huai'an, Jiangsu, P.R. China
| | - Jonathan Koffman
- Cicely Saunders Institute, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
| | - Xiaohan Zhang
- School of Nursing and Midwifery, Jiangsu College of Nursing, Huai'an, Jiangsu, P.R. China
| | - Wei Gao
- Cicely Saunders Institute, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
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The Influence of Multiple Chronic Conditions on Symptom Clusters in People With Solid Tumor Cancers. Cancer Nurs 2021; 45:E279-E290. [PMID: 33577204 PMCID: PMC8357857 DOI: 10.1097/ncc.0000000000000915] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND People with cancer who also have multiple chronic conditions (MCCs) experience co-occurring symptoms known as symptom clusters. OBJECTIVE To describe MCC and symptom clusters in people with cancer and to evaluate the relationships between MCCs and symptom severity, symptom interference with daily life, and quality of life (QoL). METHODS Weekly over a 3-week chemotherapy cycle, 182 adults with solid tumor cancer receiving chemotherapy completed measures of symptom severity, symptom interference with daily life, and QoL. Medical records reviewed to count number of MCCs in addition to cancer. Exploratory factor analysis was performed to identify symptom clusters. The relationships between the number of MCCs and the outcomes (symptom severity and symptom interference with daily life and QoL) at each time point were examined using the χ2 test. Longitudinal changes in outcomes were examined graphically. RESULTS The number of MCCs ranged from 0 to 9, but most participants (62.1%) had 2 or fewer MCCs. Obesity was the most prevalent chronic condition. Four symptom clusters were identified: nutrition, neurocognitive, abdominal discomfort, and respiratory clusters. At each time point, no significant differences were found for MCCs and any outcome. However, symptom severity in all the symptom clusters, symptom interference with daily life, and QoL demonstrated a worsening in the week following chemotherapy. CONCLUSION A majority of our sample had 2 or fewer MCCs, and MCCs did contribute to patient outcomes. Rather, timing of chemotherapy cycle had the greatest influence of patient outcomes. IMPLICATIONS FOR PRACTICE Additional support on day 7 of chemotherapy treatment is needed for people with MCCs.
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Smith SR, Vargo M, Zucker DS, Henderson M, Shahpar S, Wisotzky EM, Custodio C, Basford J, Jay G, Gerber L, Cheville A. The Cancer Rehabilitation Medicine Metrics Consortium: A Path to Enhanced, Multi-Site Outcome Assessment to Enhance Care and Demonstrate Value. Front Oncol 2021; 10:625700. [PMID: 33614506 PMCID: PMC7887295 DOI: 10.3389/fonc.2020.625700] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 12/18/2020] [Indexed: 12/18/2022] Open
Abstract
Purpose A primary objective stated at the Cancer Rehabilitation Symposium at the National Institutes of Health was to improve outcome measurement. The purpose of this project was for the Cancer Rehabilitation Medicine Metrics Consortium (CRMMC) to develop an assessment tool to evaluate function in cancer patients via a data-driven and methodologically sound process. There is no agreed-upon measure of physical and cognitive function for cancer patients, making it difficult to demonstrate the value of rehabilitation interventions. Cancer patients are a particularly challenging population, with many tumor- and treatment-related variables impacting function. Methods Investigators from nine different cancer rehabilitation programs participated in a modified-Delphi process to delineate necessary aspects of an ideal patient assessment tool, including instrument type, domains evaluated, applicability across a range of patient traits, clinical feasibility, and item response characteristics. This involved numerous meetings, data review, and analysis of items involved in patient assessment. Results The CRMMC developed a 21-item patient-reported outcome measure based on item response theory. The process by which the short form was developed was documented and provides a framework for other clinicians to follow. Conclusion This document provides a framework for rehabilitation providers to follow when developing an assessment tool. This process is described in a stepwise fashion for reproducibility even in different, non-cancer populations.
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Affiliation(s)
- Sean R Smith
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, Ann Arbor, MI, United States
| | - Mary Vargo
- Case Western Reserve University, Cleveland, OH, United States
| | - David S Zucker
- Cancer Rehabilitation Medicine Services, Swedish Cancer Institute, Swedish Health Services, Seattle, WA, United States
| | - Maryanne Henderson
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | | | - Eric M Wisotzky
- MedStar National Rehabilitation Hospital, Washington, DC, United States
| | - Christian Custodio
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Jeffrey Basford
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, United States
| | - Gina Jay
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, Ann Arbor, MI, United States
| | - Lynn Gerber
- Center for Study of Chronic Illness and Disability, George Mason University, Fairfax, VA, United States
| | - Andrea Cheville
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, United States
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Miaskowski C, Paul SM, Snowberg K, Abbott M, Borno H, Chang S, Chen LM, Cohen B, Cooper BA, Hammer MJ, Kenfield SA, Laffan A, Levine JD, Pozzar R, Tsai KK, Van Blarigan EL, Van Loon K. Oncology patients' perceptions of and experiences with COVID-19. Support Care Cancer 2020; 29:1941-1950. [PMID: 32809060 PMCID: PMC7431899 DOI: 10.1007/s00520-020-05684-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 08/12/2020] [Indexed: 01/12/2023]
Abstract
Purpose No information is available on cancer patients’ knowledge of and experiences with COVID-19. We undertook an evaluation of differences in COVID-19 symptom occurrence rates, COVID-19 testing rates, clinical care activities, knowledge of COVID-19, and use of mitigation procedures between patients who were and were not receiving active cancer treatment. Methods Patients enrolled were > 18 years of age; had a diagnosis of cancer; and were able to complete the emailed study survey online. Results Of the 174 patients who participated, 27.6% (n = 48) were receiving active treatment, 13.6% were unemployed because of COVID-19, 12.2% had been tested for COVID-19, and 0.6% had been hospitalized for COVID-19. Patients who were not on active treatment reported a higher mean number of COVID-19 symptoms (3.1 (± 4.2) versus 1.9 (± 2.6)), and patients who reported a higher number of COVID-19 symptoms were more likely to be tested. Over 55% of the patients were confident that their primary care provider could diagnose COVID-19, and the majority of the patients had high levels of adherence with the use of precautionary measures (e.g., social distancing, use of face coverings). Conclusion The high level of COVID-19 symptoms and the significant overlap of COVID-19 and cancer-related symptoms pose challenges for clinicians who are assessing and triaging oncology patients for COVID-19 testing. For patients on active treatment, clinicians face challenges with how to assess and manage symptoms that, prior to COVID-19, would be ascribed to acute toxicities associated with cancer treatments or persistent symptoms in cancer survivors.
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Affiliation(s)
- Christine Miaskowski
- Department of Physiological Nursing, School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA. .,School of Medicine, University of California, San Francisco, CA, USA.
| | - Steven M Paul
- Department of Physiological Nursing, School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Karin Snowberg
- Department of Physiological Nursing, School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Maura Abbott
- Columbia University Medical Center, New York, NY, USA
| | - Hala Borno
- School of Medicine, University of California, San Francisco, CA, USA
| | - Susan Chang
- School of Medicine, University of California, San Francisco, CA, USA
| | - Lee May Chen
- School of Medicine, University of California, San Francisco, CA, USA
| | - Bevin Cohen
- Mount Sinai Medical Center, New York, NY, USA
| | - Bruce A Cooper
- Department of Physiological Nursing, School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | | | - Stacey A Kenfield
- School of Medicine, University of California, San Francisco, CA, USA
| | - Angela Laffan
- School of Medicine, University of California, San Francisco, CA, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Katy K Tsai
- School of Medicine, University of California, San Francisco, CA, USA
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Al Qadire M, Shamieh O, Abdullah S, Albadainah F. Symptom Clusters' Content, Stability and Correlation with the Quality of Life in a Heterogeneous Group of Cancer Patients: A Large-Scale Longitudinal Study. Clin Nurs Res 2020; 29:561-570. [PMID: 32525398 DOI: 10.1177/1054773820933449] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Cancer-related symptoms can negatively affect the quality of life, hinder or delay treatment, and increase suffering. This study aimed to explore symptom clusters among Jordanian cancer patients. A longitudinal survey design was used. The sample consisted of 1280 cancer patients treated in three selected hospitals. Two-thirds of the participants were female (63.5%) with a mean age of 52.7 SD 13.8 years and 40.3% had breast cancer. Five clusters were identified, the first was the psychological cluster of eight symptoms; the second was the treatment side-effects cluster consisting of ten symptoms; the third was the nausea and vomiting cluster comprising four symptoms; the fourth was the pain cluster comprising four symptoms; and last was the fatigue cluster, with three symptoms. Cancer patients through the journey of cancer treatment have several symptoms that tend to occur in five clusters which are negatively correlated with their quality of life.
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Chan CW, Lee PH, Molassiotis A, Lee HKK. Symptom Clusters in Postchemotherapy Neutropenic Fever in Hematological Malignancy: Associations Among Sickness Behavior Symptom Cluster, Inflammatory Biomarkers of Procalcitonin and C-Reactive Protein, and Febrile Measures. J Pain Symptom Manage 2020; 59:1204-1211. [PMID: 31887406 DOI: 10.1016/j.jpainsymman.2019.12.372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 12/20/2019] [Accepted: 12/20/2019] [Indexed: 11/27/2022]
Abstract
CONTEXT Little research has been conducted to investigate symptom clusters in postchemotherapy neutropenic fever (NF), their relationships with inflammatory biomarkers, and febrile outcome measures in patients with hematological malignancy, a population with high febrile rates incurring considerable costs to the health care system. OBJECTIVES The aim of the present study was to investigate these. METHODS One hundred four NF episodes were observed in patients with hematological malignancy who were enrolled in the study. Patient-reported symptoms were recorded using the M.D. Anderson Symptom Inventory. Inflammatory biomarkers of procalcitonin (PCT) and C-reactive protein (CRP), vital signs, blood specimens for cultures, blood cell counts, and biochemistry were also collected. Serious complications from NF were reviewed from medical records if documented. Exploratory factor analysis and Spearman's rank correlation were used in the data analysis. RESULTS Three symptom clusters-sickness behavior, chemotherapy neurotoxicity, and emesis-were identified by exploratory factor analysis. The factor score of the sickness behavior cluster was significantly correlated with CRP (P < 0.05), PCT (P < 0.01), and the highest (P < 0.05) and maximum increased in (P < 001) temperatures at the onset (first day) of neutropenic fever. CONCLUSION This study identified symptom clusters of sickness behavior, chemotherapy neurotoxicity, and emesis and highlighted significant associations between sickness behavior cluster, PCT, CRP, and febrile temperatures at the onset of postchemotherapy NF. These areas have lacked exploration in previous research. Monitoring and analyzing patient-reported sickness behavior symptoms, PCT, CRP, and temperature data would provide significant complementary data for the management and surveillance of postchemotherapy NF in hematological malignancy.
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Affiliation(s)
- Choi Wan Chan
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Kowloon, Hong Kong.
| | - Paul Hong Lee
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Kowloon, Hong Kong
| | - Alex Molassiotis
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Kowloon, Hong Kong
| | - Harold Kwok Kuen Lee
- Department of Medicine & Geriatrics, Princess Margaret Hospital, Kowloon, Hong Kong
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Gidron Y, Caton L, Reich M. Stress, Inflammation and Cancer Prognosis: New Evidence-Based Effective Treatments. PSYCHO-ONCOLOGIE 2020. [DOI: 10.3166/pson-2019-0101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This article introduces the general model of stress, coping and adaptation applied to cancer, and biological mechanisms mediating psychological factors and cancer prognosis. The role of the vagus nerve as a possible bridge and therapeutic target in psycho-oncology is reviewed. Finally, the effects of brief psychological interventions (e.g., stress management) on cancer prognosis are presented. Psycho-oncology education and practice need to shift to a more evidence-based proactive approach, to help cancer patients adapt and possibly improve their quality and quantity of life.
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Wang M, Cheng HL, Lopez V, Sundar R, Yorke J, Molassiotis A. Redefining chemotherapy-induced peripheral neuropathy through symptom cluster analysis and patient-reported outcome data over time. BMC Cancer 2019; 19:1151. [PMID: 31775665 PMCID: PMC6882224 DOI: 10.1186/s12885-019-6352-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 11/11/2019] [Indexed: 01/02/2023] Open
Abstract
Background Chemotherapy-induced peripheral neuropathy (CIPN) is common among cancer patients treated with neurotoxic chemotherapy agents. Better knowledge on symptom clusters of CIPN may help improve symptom management in clinical practice. This study aimed to identify symptom clusters of CIPN and to map their trajectories before initiation of chemotherapy to 12-month follow-up. Methods A secondary analysis of a longitudinal dataset was conducted using principal component approach. The European Organization for the Research and Treatment of Cancer Quality of Life Questionnaires Core 30 and CIPN 20 were used to measure symptom clusters of CIPN in patients with mixed cancer diagnosis across 10 time points over 12 months. Results Sample size in each assessment point ranged from 118 to 343 participants. Four CIPN symptom clusters were identified, including a clear sensory neuropathy symptom cluster, a mixed motor-sensory neuropathy symptom cluster, a mixed sensorimotor neuropathy symptom cluster, and a less clear autonomic neuropathy symptom cluster. The core symptoms in each symptom cluster were mostly stable while the secondary symptoms changed over time. Conclusions The analysis suggests that CIPN is predominantly a sensory neuropathy with no evidence of a pure motor dysfunction but with mixed motor-related and autonomic changes accompanying sensory dysfunctions over time. Future symptom management strategies can be designed based on the morphology of CIPN.
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Affiliation(s)
- Mian Wang
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR
| | - Hui Lin Cheng
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR
| | - Violeta Lopez
- Alice Lee Centre for Nursing Studies, National University of Singapore, Singapore, Singapore
| | - Raghav Sundar
- The N.1 Institute of Health, National University of Singapore, Singapore, Singapore
| | - Janelle Yorke
- Division of Nursing, Midwifery & Social Work, University of Manchester, Manchester, UK.,Christie Patient Centred Research (CPCR), The Christie NHS Foundation Trust, Manchester, UK
| | - Alex Molassiotis
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR.
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Nolden A, Joseph PV, Kober KM, Cooper BA, Paul SM, Hammer MJ, Dunn LB, Conley YP, Levine JD, Miaskowski C. Co-occurring Gastrointestinal Symptoms Are Associated With Taste Changes in Oncology Patients Receiving Chemotherapy. J Pain Symptom Manage 2019; 58:756-765. [PMID: 31349034 PMCID: PMC6823134 DOI: 10.1016/j.jpainsymman.2019.07.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Revised: 07/13/2019] [Accepted: 07/15/2019] [Indexed: 12/24/2022]
Abstract
CONTEXT Over 80% of patients with cancer report taste changes. Despite the high prevalence of this symptom and its negative effects on health, few studies have assessed its association with other gastrointestinal (GI) symptoms. OBJECTIVES Determine the occurrence, frequency, severity, and distress of patient-reported "change in the way food tastes" (CFT) and identify phenotypic and GI symptoms characteristics associated with its occurrence. METHODS Patients receiving chemotherapy for breast, GI, gynecological, or lung cancer completed demographic and symptom questionnaires prior to their second or third cycle of chemotherapy. CFT was assessed using the Memorial Symptom Assessment Scale. Differences in demographic, clinical, and GI symptom characteristics were evaluated using parametric and nonparametric tests. RESULTS Of the 1329 patients, 49.4% reported experiencing CFT in the week prior to their second or third cycle of chemotherapy. In the univariate analysis, patients who reported CFT had fewer years of education; were more likely to be black or Hispanic, mixed race, or other; and had a lower annual household income. A higher percentage of patients with CFT reported the occurrence of 13 GI symptoms (e.g., constipation, diarrhea, abdominal cramps, feeling bloated). In a multivariable logistic regression analysis, compared with patients with breast cancer, patients with lung cancer (odds ratio = 0.55; P = 0.004) had a decrease in the odds of being in the CFT group. Patients who received a neurokinin-1 receptor antagonist and two other antiemetics were at an increased odds of being in the CFT group (odds ratio = 2.51; P = 0.001). Eight of the 13 GI symptoms evaluated were associated with an increased odds of being in the CFT group. CONCLUSIONS This study provides new evidence on the frequency, severity, and distress of CFT in oncology patients undergoing chemotherapy. These findings suggest that CFT is an important problem that warrants ongoing assessments and nutritional interventions.
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Affiliation(s)
- Alissa Nolden
- Food Science Department, College of Natural Sciences, University of Massachusetts, Amherst, Massachusetts, USA
| | - Paule V Joseph
- Sensory Science & Metabolism Unit, Biobehavioral Branch, Division of Intramural Research, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Kord M Kober
- Department of Physiological Nursing, School of Nursing, University of California San Francisco, San Francisco, California, USA
| | - Bruce A Cooper
- Department of Physiological Nursing, School of Nursing, University of California San Francisco, San Francisco, California, USA
| | - Steven M Paul
- Department of Physiological Nursing, School of Nursing, University of California San Francisco, San Francisco, California, USA
| | - Marilyn J Hammer
- Department of Nursing, Mount Sinai Medical Center, New York, New York, USA
| | - Laura B Dunn
- School of Medicine, Stanford University, Stanford, California, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, California, USA
| | - Christine Miaskowski
- Department of Physiological Nursing, School of Nursing, University of California San Francisco, San Francisco, California, USA.
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38
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Campbell KL, Winters-Stone K, Wiskemann J, May AM, Schwartz AL, Courneya KS, Zucker D, Matthews C, Ligibel J, Gerber L, Morris S, Patel A, Hue T, Perna F, Schmitz KH. Exercise Guidelines for Cancer Survivors: Consensus Statement from International Multidisciplinary Roundtable. Med Sci Sports Exerc 2019; 51:2375-2390. [PMID: 31626055 PMCID: PMC8576825 DOI: 10.1249/mss.0000000000002116] [Citation(s) in RCA: 1344] [Impact Index Per Article: 268.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
PURPOSE The number of cancer survivors worldwide is growing, with over 15.5 million cancer survivors in the United States alone-a figure expected to double in the coming decades. Cancer survivors face unique health challenges as a result of their cancer diagnosis and the impact of treatments on their physical and mental well-being. For example, cancer survivors often experience declines in physical functioning and quality of life while facing an increased risk of cancer recurrence and all-cause mortality compared with persons without cancer. The 2010 American College of Sports Medicine Roundtable was among the first reports to conclude that cancer survivors could safely engage in enough exercise training to improve physical fitness and restore physical functioning, enhance quality of life, and mitigate cancer-related fatigue. METHODS A second Roundtable was convened in 2018 to advance exercise recommendations beyond public health guidelines and toward prescriptive programs specific to cancer type, treatments, and/or outcomes. RESULTS Overall findings retained the conclusions that exercise training and testing were generally safe for cancer survivors and that every survivor should "avoid inactivity." Enough evidence was available to conclude that specific doses of aerobic, combined aerobic plus resistance training, and/or resistance training could improve common cancer-related health outcomes, including anxiety, depressive symptoms, fatigue, physical functioning, and health-related quality of life. Implications for other outcomes, such as peripheral neuropathy and cognitive functioning, remain uncertain. CONCLUSIONS The proposed recommendations should serve as a guide for the fitness and health care professional working with cancer survivors. More research is needed to fill remaining gaps in knowledge to better serve cancer survivors, as well as fitness and health care professionals, to improve clinical practice.
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Affiliation(s)
- Kristin L. Campbell
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Kerri Winters-Stone
- School of Nursing, Oregon Health Sciences University and Knight Cancer Institute, Portland USA
| | - Joachim Wiskemann
- Division of Medical Oncology, National Center for Tumor Diseases (NCT) and Heidelberg University Clinic, Heidelberg, Germany
| | - Anne M. May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Anna L. Schwartz
- School of Nursing, Northern Arizona University, Flagstaff, Arizona
| | - Kerry S. Courneya
- Faculty of Kinesiology, Sport, and Recreation, University of Alberta, Edmonton, Canada
| | - David Zucker
- Medical Director & Program Leader, Cancer Rehabilitation Medicine Services, Swedish Cancer Institute, Swedish Health Services, Seattle, WA
| | - Charles Matthews
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | | | - Lynn Gerber
- Department of Medicine, Inova Fairfax Medical Campus, Falls Church, VA
- Center for the Study of Chronic Illness and Disability, George Mason University, Fairfax, VA
| | | | - Alpa Patel
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, USA
| | - Trisha Hue
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA
| | - Frank Perna
- Division of Cancer Control and Population Sciences, Behavioral Research Program, Health Behaviors Research Branch, National Cancer Institute, Rockville, MD
| | - Kathryn H. Schmitz
- Public Health Science, Penn State Cancer Institute, Penn State College of Medicine, Hershey, PA
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39
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Vuttanon N, Finnegan L, Lojanapiwat B, Sittisombut S, Meechamnan C, Dhatsuwan J. Effect of progressive muscle relaxation on symptom clusters in breast cancer patients receiving chemotherapy: A quasi-experimental controlled trial. Complement Ther Clin Pract 2019; 37:27-31. [PMID: 31445364 DOI: 10.1016/j.ctcp.2019.08.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 08/07/2019] [Accepted: 08/08/2019] [Indexed: 10/26/2022]
Affiliation(s)
- Nuttamon Vuttanon
- Faculty of Nursing, Chiang Mai University, 110/406 Intawaroros Road, Muang, Chiang Mai, 50200, Thailand.
| | - Lorna Finnegan
- College of Nursing, University of Illinois, 845 S. Damen Ave., Rm 906, Chicago, IL, 60612, USA.
| | - Bannakij Lojanapiwat
- Faculty of Medicine, Chiang Mai University, 110 Intawaroros Road, Muang, Chiang Mai, 50200, Thailand.
| | | | - Chutima Meechamnan
- Faculty of Nursing, Chiang Mai University, 110/406 Intawaroros Road, Muang, Chiang Mai, 50200, Thailand.
| | - Jakkapob Dhatsuwan
- Faculty of Nursing, Chiang Mai University, 110/406 Intawaroros Road, Muang, Chiang Mai, 50200, Thailand.
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40
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Singh K, Kober KM, Paul SM, Hammer M, Wright F, Conley YP, Levine JD, Miaskowski C. Gastrointestinal symptoms are associated with trajectories of chemotherapy-induced nausea. Support Care Cancer 2019; 28:2205-2215. [PMID: 31428931 DOI: 10.1007/s00520-019-05031-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 08/06/2019] [Indexed: 12/20/2022]
Abstract
PURPOSE Between 19 and 58% of oncology patients experience chemotherapy-induced nausea (CIN). In a sample of outpatients with breast, gastrointestinal (GI), gynecological, and lung cancer, the study purposes were to evaluate for inter-individual differences in the severity of CIN over two cycles of chemotherapy (CTX) and to determine which demographic and clinical characteristics and GI symptoms were associated with higher initial levels as well as with the trajectories of CIN severity. METHODS Patients completed study questionnaires at six time points over two cycles of CTX. These questionnaires provided information on demographic and clinical characteristics, as well as the occurrence of twelve GI symptoms. Hierarchical linear modeling based on full maximum likelihood estimation was performed. RESULTS Of the 1251 patients, 47.2% reported CIN. Across two cycles of CTX, lower functional status scores and higher levels of comorbidity were associated with higher initial levels of CIN. Younger age and emetogenicity of the CTX regimen were associated with higher initial levels as well as worse trajectories of CIN. The occurrence of five GI symptoms (i.e., vomiting, lack of appetite, constipation, feeling bloated, and difficulty swallowing) was associated with higher initial levels of CIN. The occurrence of mouth sores was associated with higher initial levels as well as with worst trajectories of CIN. CONCLUSIONS This study is the first to identify distinct demographic, clinical, and GI symptom characteristics associated with CIN severity. These findings suggest that the etiology of CIN is complex and may warrant interventions beyond standard antiemetics.
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Affiliation(s)
- Komal Singh
- School of Nursing, Department of Physiological Nursing, University of California, 2 Koret Way-N631Y, San Francisco, CA, 94143-0610, USA
| | - Kord M Kober
- School of Nursing, Department of Physiological Nursing, University of California, 2 Koret Way-N631Y, San Francisco, CA, 94143-0610, USA
| | - Steven M Paul
- School of Nursing, Department of Physiological Nursing, University of California, 2 Koret Way-N631Y, San Francisco, CA, 94143-0610, USA
| | | | - Fay Wright
- Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Christine Miaskowski
- School of Nursing, Department of Physiological Nursing, University of California, 2 Koret Way-N631Y, San Francisco, CA, 94143-0610, USA.
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41
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Roles of biological and psychosocial factors in experiencing a psychoneurological symptom cluster in cancer patients. Eur J Oncol Nurs 2019; 42:97-102. [PMID: 31479847 DOI: 10.1016/j.ejon.2019.08.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 07/31/2019] [Accepted: 08/14/2019] [Indexed: 11/20/2022]
Abstract
PURPOSE (a) To identify subgroups with unique psychoneurological symptom-cluster experience (depression, cognitive impairment, fatigue, sleep disturbance, and pain) and (b) to examine whether the selected demographic, clinical, psychological, and biological factors determine a symptom-cluster experience in cancer patients. METHOD The sample included 203 patients with diverse cancer types recruited from a Korean university hospital. Latent profile analyses were conducted to identify subgroups. Influencing factors of subgroup membership (demographic/clinical variables, hemoglobin level, social support, and psychological stress) were included as covariates in latent profile analysis and analyzed by multinomial logistic regression. RESULTS Latent profile analyses classified patients into two subgroups with a unique symptom cluster experience: patients experiencing high intensity in all symptoms within the cluster (the all-high-symptom subgroup, 71%) and patients experiencing low intensity in all symptoms within the cluster (all-low-symptom subgroup, 29%). The validity of the two subgroups was confirmed by the group classification accuracy (97% of the all-low-symptom subgroup and 99% of the all-high-symptom subgroup) and by significant Wald's mean equality tests, showing each symptom (depression, cognitive impairment, fatigue, sleep disturbance, and pain) significantly differentiated the two subgroups (ps < .001). Psychological stress independently determined the subgroup membership. Patients with high levels of stress were more likely to be in the all-high-symptom group (OR = 4.69, p < .0001). Hemoglobin level, cancer diagnosis, social support, and previous chemotherapy experience did not influence group membership. CONCLUSIONS A large number of patients experience five psychoneurological symptoms simultaneously due to psychological stress. Interventions targeted to stress would be beneficial for those patients.
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42
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Guo M, Wang C, Yin X, Nie L, Wang G. Symptom clusters and related factors in oesophageal cancer patients 3 months after surgery. J Clin Nurs 2019; 28:3441-3450. [PMID: 31162849 DOI: 10.1111/jocn.14935] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 04/29/2019] [Accepted: 05/26/2019] [Indexed: 12/19/2022]
Affiliation(s)
- Min Guo
- School of Nursing Shandong University Jinan China
| | - Cui Wang
- School of Nursing Shandong University Jinan China
| | - Xiumin Yin
- School of Nursing Shandong University Jinan China
| | - Liting Nie
- School of Nursing Shandong University Jinan China
| | - Gongchao Wang
- School of Nursing Shandong University Jinan China
- Shandong Provincial Hospital Affiliated to Shandong University Jinan China
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43
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Zick SM, Sen A, Hassett AL, Schrepf A, Wyatt GK, Murphy SL, Arnedt JT, Harris RE. Impact of Self-Acupressure on Co-Occurring Symptoms in Cancer Survivors. JNCI Cancer Spectr 2019; 2:pky064. [PMID: 30687806 PMCID: PMC6334818 DOI: 10.1093/jncics/pky064] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 05/29/2018] [Accepted: 10/04/2018] [Indexed: 12/16/2022] Open
Abstract
Background Cancer survivors with fatigue often experience depressive symptoms, anxiety, and pain. Previously, we reported that self-acupressure improved fatigue; however, its impact on other co-occurring symptoms and their involvement in treatment action has not been explored. Methods Changes in depressive symptoms, anxiety, and pain were examined prior to and following two formulas of self-acupressure and usual care using linear mixed models in 288 women from a previously reported clinical trial. Participants were categorized by random assignment into one of three groups: 1) relaxing acupressure, 2) stimulating acupressure, or 3) usual care. Moderators investigated were body mass index, age, depressive symptoms, anxiety, sleep and pain, and mediators were change in these symptoms. Results Following treatment, depressive symptoms improved statistically significantly for the relaxing acupressure group (41.5%) compared with stimulating acupressure (25%) and usual care (7.7%). Both acupressure groups were associated with greater improvements in anxiety than usual care, but only relaxing acupressure was associated with greater reductions in pain severity, and only stimulating acupressure was associated with greater reductions in pain interference. There were no statistically significant moderators of sleep quality, anxiety, or depressive symptoms. Fatigue statistically significantly moderated pain, and age statistically significantly modified fatigue. Changes in depressive symptoms and sleep quality statistically significantly mediated the relationship between relaxing acupressure and usual care on fatigue; however, the effect was small. Conclusions Acupressure was associated with greater improvements than usual care in anxiety, pain, and symptoms of depression in breast cancer survivors with troublesome fatigue. These findings warrant further evaluation in suitably controlled randomized trials.
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Affiliation(s)
- Suzanna Maria Zick
- Department of Family Medicine.,Department of Nutritional Sciences, University of Michigan, Ann Arbor, MI
| | - Ananda Sen
- Department of Family Medicine.,Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | | | - Andrew Schrepf
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI
| | | | - Susan Lynn Murphy
- Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI.,Physical Medicine and Rehabilitation, VA Ann Arbor Health Care System, GRECC, Ann Arbor, MI
| | - John Todd Arnedt
- Sleep and Circadian Research Laboratory.,Departments of Psychiatry and Neurology, University of Michigan, Ann Arbor, MI
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44
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Bellury L, Clark J. Searching for Simplicity in the Complexity of Symptom Clusters. Oncol Nurs Forum 2018; 45:284-286. [DOI: 10.1188/18.onf.284-286] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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45
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Differences in symptom clusters identified using symptom occurrence rates versus severity ratings in patients with breast cancer undergoing chemotherapy. Eur J Oncol Nurs 2017; 28:122-132. [PMID: 28478849 DOI: 10.1016/j.ejon.2017.04.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 04/07/2017] [Accepted: 04/11/2017] [Indexed: 12/15/2022]
Abstract
PURPOSE One of the unanswered questions in symptom clusters research is whether the number and types of symptom clusters vary based on the dimension of the symptom experience used to create the clusters. Given that patients with breast cancer receiving chemotherapy (CTX), report between 10 and 32 concurrent symptoms and studies of symptom clusters in these patients are limited, the purpose of this study, in breast cancer patients undergoing CTX (n = 515), was to identify whether the number and types of symptom clusters differed based on whether symptom occurrence rates or symptom severity ratings were used to create the clusters. METHODS A modified version of the Memorial Symptom Assessment Scale was used to assess for the occurrence and severity of 38 symptoms, one week after the administration of CTX. Exploratory factor analysis was used to extract the symptom clusters. RESULTS Both the number and types of symptom clusters were similar using symptom occurrence rates or symptom severity ratings. Five symptom clusters were identified using symptom occurrence rates (i.e., psychological, hormonal, nutritional, gastrointestinal, epithelial). Six symptom clusters (i.e., psychological, hormonal, nutritional, gastrointestinal, epithelial, chemotherapy neuropathy) were identified using symptom severity ratings. Across the two dimensions, the specific symptoms within each of the symptom clusters were similar. CONCLUSIONS Identification of symptom clusters in patients with breast cancer may be useful in guiding symptom management interventions. Future studies are warranted to determine if symptom clusters remain stable over a cycle of CTX in patients with breast cancer.
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