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Park JH, Chun M, Bae SH, Woo J, Chon E, Kim HJ. Latent profile analysis for assessing symptom clusters in women with breast cancer. J Cancer Surviv 2024:10.1007/s11764-024-01648-6. [PMID: 39066841 DOI: 10.1007/s11764-024-01648-6] [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: 01/05/2024] [Accepted: 07/15/2024] [Indexed: 07/30/2024]
Abstract
PURPOSE To identify symptom clusters among breast cancer survivors and investigate differences in health-related quality of life (HRQoL) and distress based on these discerned symptom clusters using latent profile analysis. METHODS We enrolled 655 adult breast cancer survivors aged 19 years and older, registered with the Cancer Survivor Integrated Supportive Center from May 2020 to July 2022. The study measured five symptoms-pain, fatigue, insomnia, anxiety, and depression-using a Visual Analogue Scale ranging from 0 to 10 points. Distress was measured using the National Comprehensive Cancer Network Distress Thermometer, with scores ranging from 0 to 10 points. HRQoL was determined using the EuroQol-5 Dimension questionnaire. Data analysis was conducted using the Jamovi and Mplus 8.8 software programs. RESULTS The Cluster with Few Symptoms (46.8%) was the most common, whereas the Psychological Cluster with a very high degree of depression and anxiety accounted for 20.0%, and the Moderate symptom cluster with symptoms of 3 or more points accounted for 14.4%. Distress scores were relatively high in the Psychological Cluster and the Pain-Fatigue-Insomnia Cluster, and were lowest in the Cluster with Few Symptoms (F = 103.92, p < 0.001). HRQoL scores were highest in the Cluster with Few Symptoms and lowest in the Pain-Fatigue-Insomnia Cluster (F = 177.62, p < 0.001). CONCLUSIONS Approximately half of breast cancer survivors who had completed the major treatment experienced persistent high symptoms such as depression and anxiety or pain, fatigue, and insomnia. IMPLICATIONS FOR CANCER SURVIVORS These findings provide foundational data for developing tailored intervention strategies and programs based on symptom experiences.
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Affiliation(s)
- Jin-Hee Park
- College of Nursing, Research institute of Nursing Science, Ajou University, Suwon, Republic of Korea
| | - Mison Chun
- Department of Radiation Oncology, School of Medicine, Ajou University, Suwon, Republic of Korea
| | - Sun Hyoung Bae
- College of Nursing, Research institute of Nursing Science, Ajou University, Suwon, Republic of Korea
| | - Jeonghee Woo
- Cancer Center Management Team, Gyeonggi Regional Cancer Center, Suwon, Republic of Korea
| | - Eunae Chon
- Cancer Survivor Center, Gyeonggi Regional Cancer Center, Suwon, Republic of Korea
| | - Hee Jun Kim
- College of Nursing, Ajou University, 164, World cup-ro, Yeongtong-gu, Suwon, 16499, Republic of Korea.
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Kim SH, Jo HY. Factors Associated with Poor Quality of Life in Breast Cancer Survivors: A 3-Year Follow-Up Study. Cancers (Basel) 2023; 15:5809. [PMID: 38136354 PMCID: PMC10741455 DOI: 10.3390/cancers15245809] [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: 10/28/2023] [Revised: 11/22/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
The purpose of this study was to identify subgroups of quality of life (QOL) changes in breast cancer survivors (BCSs), and to determine factors associated with subgroups of consistently low or deteriorated QOL. We enrolled 101 women recently diagnosed with breast cancer in South Korea and asked them to complete a questionnaire at baseline (within 1 month of diagnosis), 1 year later (Year 1), 2 years later (Year 2), and 3 years later (Year 3). We assessed QOL using the global QOL subscale from the EORTC QLQ-C30. We defined low QOL as a global QOL score 10 points below the mean score of the general population. Based on low QOL as defined in this study, we identified subgroups of QOL changes over 3 years. We identified four subgroups of QOL changes: improved (47.4%), stable (30%), continuously low (8.8%), and deteriorated (13.8%), and considered the last two categories (22.6%) poor QOL. Logistic regression analyses demonstrated that significant determinants of poor QOL were insomnia at Year 1, fatigue and anxiety at Year 2, and fatigue, depression, and comorbidity at Year 3. In conclusion, persistent symptoms of insomnia, fatigue, anxiety, depression, and comorbidity are potential risk factors for poor QOL in BCSs.
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Affiliation(s)
- Soo-Hyun Kim
- Department of Nursing, Inha University, Incheon 22212, Republic of Korea;
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Bargon CA, Mink van der Molen DR, Batenburg MCT, van Stam LE, van Dam IE, Baas IO, Veenendaal LM, Maarse W, Sier M, Schoenmaeckers EJP, Burgmans JPJ, Bijlsma RM, van der Leij F, Doeksen A, Young-Afat DA, Verkooijen HM. Physical and mental health of breast cancer patients and survivors before and during successive SARS-CoV-2-infection waves. Qual Life Res 2023:10.1007/s11136-023-03400-6. [PMID: 37016089 PMCID: PMC10072805 DOI: 10.1007/s11136-023-03400-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2023] [Indexed: 04/06/2023]
Abstract
PURPOSE During the first SARS-CoV-2-infection wave, a deterioration in emotional well-being and increased need for mental health care were observed among patients treated or being treated for breast cancer. In this follow-up study, we assessed patient-reported quality of life (QoL), physical functioning, and psychosocial well-being during the second SARS-CoV-2-infection wave in a large, representative cohort. METHODS This longitudinal cohort study was conducted within the prospective, multicenter UMBRELLA breast cancer cohort. To assess patient-reported QoL, physical functioning and psychosocial well-being, COVID-19-specific surveys were completed by patients during the first and second SARS-CoV-2-infection waves (April and November 2020, respectively). An identical survey was completed by a comparable reference population during the second SARS-CoV-2-infection waves. All surveys included the validated EORTC-QLQ-C30/BR23, HADS and "De Jong-Gierveld Loneliness" questionnaires. Pre-COVID-19 EORTC-QLQ-C30/BR23 and HADS outcomes were available from UMBRELLA. Response rates were 69.3% (n = 1106/1595) during the first SARS-CoV-2-infection wave and 50.9% (n = 822/1614) during the second wave. A total of 696 patients responded during both SARS-CoV-2-infection waves and were included in the analysis comparing patient-reported outcomes (PROs) during the second SARS-CoV-2-infection wave to PROs during the first wave. Moreover, PROs reported by all patients during the second SARS-CoV-2-infection wave (n = 822) were compared to PROs of a similar non-cancer reference population (n = 241) and to their pre-COVID-19 PROs. RESULTS Patient-reported QoL, physical functioning, and psychosocial well-being of patients treated or being treated for breast cancer remained stable or improved from the first to the second SARS-CoV-2-infection wave. The proportion of emotional loneliness reduced from 37.6 to 29.9% of patients. Compared to a similar non-cancer reference population, physical, emotional, and cognitive functioning, future perspectives and symptoms of dyspnea and insomnia were worse in patients treated or being treated for breast cancer during the second SARS-CoV-2-infection wave. PROs in the second wave were similar to pre-COVID-19 PROs. CONCLUSION Although patients scored overall worse than individuals without breast cancer, QoL, physical functioning, and psychosocial well-being did not deteriorate between the first and second wave. During the second wave, PROs were similar to pre-COVID-19 values. Overall, current findings are cautiously reassuring for future mental health of patients treated or being treated for breast cancer.
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Affiliation(s)
- Claudia A Bargon
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
- Department of Surgery, St. Antonius Hospital, Utrecht, The Netherlands.
| | - Dieuwke R Mink van der Molen
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Marilot C T Batenburg
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Lilianne E van Stam
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Iris E van Dam
- Department of Radiation Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, The Netherlands
| | - Inge O Baas
- Department of Medical Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, The Netherlands
| | | | - Wiesje Maarse
- Department of Plastic, Reconstructive and Hand Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Maartje Sier
- Department of Surgery, St. Antonius Hospital, Utrecht, The Netherlands
- Department of Surgery, Rivierenland Hospital, Tiel, The Netherlands
| | | | | | - Rhodé M Bijlsma
- Department of Medical Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, The Netherlands
| | - Femke van der Leij
- Department of Radiation Oncology, University Medical Centre Utrecht, Cancer Centre, Utrecht, The Netherlands
| | - Annemiek Doeksen
- Department of Surgery, St. Antonius Hospital, Utrecht, The Netherlands
| | - Danny A Young-Afat
- Department of Plastic, Reconstructive and Hand Surgery, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - Helena M Verkooijen
- Division of Imaging and Oncology, University Medical Centre Utrecht, Cancer Centre, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
- Utrecht University, Utrecht, The Netherlands.
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Tay MRJ, Wong CJ, Aw HZ. Assessment of Health-Related Quality of Life and Distress in an Asian Community-Based Cancer Rehabilitation Program. Curr Oncol 2022; 29:7012-7020. [PMID: 36290828 PMCID: PMC9600369 DOI: 10.3390/curroncol29100551] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 09/19/2022] [Accepted: 09/24/2022] [Indexed: 01/13/2023] Open
Abstract
Cancer survivors have reduced health-related quality of life (HRQOL) and high levels of distress during and after active treatment, due to physical, psychological, and social problems. Understanding the prevalence and associations of HRQOL and distress in a patient population in the community is important when designing rehabilitation programs. This was a cross-sectional observational study conducted at a community-based cancer rehabilitation center, with the aim of investigating the prevalence and associations of HRQOL and distress in cancer patients. There were 304 patients who were recruited. We found low levels of HRQOL and high levels of distress in patients, with a mean FACT-G7 total score of 11.68, and a mean distress thermometer score of 3.51. In the multivariate regression model, significant factors for low HRQOL were metastatic disease (p = 0.025) and Malay ethnicity (p < 0.001). Regression analyses also found that significant distress was associated with family health issues (p = 0.003), depression (p = 0.001), worry (p = 0.005), breathing (p = 0.007), getting around (p = 0.012) and indigestion (p = 0.039). A high prevalence of impaired HRQOL and distress was reported in cancer survivors even in a community rehabilitation setting. The physical and psychosocial well-being of cancer survivors should be monitored and managed as part of community-based cancer rehabilitation.
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Affiliation(s)
- Matthew Rong Jie Tay
- Department of Rehabilitation Medicine, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433, Singapore
- Singapore Cancer Society Rehabilitation Center, 52 Jurong Gateway Rd, Singapore 608550, Singapore
- Correspondence:
| | - Chin Jung Wong
- Department of Rehabilitation Medicine, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433, Singapore
- Singapore Cancer Society Rehabilitation Center, 52 Jurong Gateway Rd, Singapore 608550, Singapore
| | - Hui Zhen Aw
- Singapore Cancer Society Rehabilitation Center, 52 Jurong Gateway Rd, Singapore 608550, Singapore
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Lei YY, Ho SC, Cheung KL, Yeo VA, Lee R, Kwok C, Cheng A, Mo FKF, Yeo W. Higher Level of Sports Activities Participation during Five-Year Survival Is Associated with Better Quality of Life among Chinese Breast Cancer Survivors. Cancers (Basel) 2021; 13:6056. [PMID: 34885168 PMCID: PMC8656618 DOI: 10.3390/cancers13236056] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 11/20/2021] [Accepted: 11/30/2021] [Indexed: 02/08/2023] Open
Abstract
Evidence about the association between the level of sports activities participation post-diagnosis and quality of life (QoL) among Chinese women with early-stage breast cancer is limited. A validated modified Chinese Baecke questionnaire was used to prospectively measure sports activities among a breast cancer cohort at four time-points: baseline and 18, 36, and 60 months after diagnosis (sports activities during the previous 12 months before each interview); QoL was measured at the same time. In total, 1289, 1125, and 1116 patients were included in the analyses at 18-, 36- and 60-month follow-up, respectively. The percentages of patients who belonged to no (0 metabolic equivalent of task (MET)-hours per week), low-level (<10 MET-hours/week), and high-level (≥10 MET-hours/week) sports activities group were 20.7%, 45.5%, and 33.8% at 18-month follow-up, respectively; the corresponding figures at 36 and 60 months differed slightly. Using data from the three follow-ups, generalized estimating equation (GEE) analyses showed that higher levels of sports activities participation were associated with better QoL in several items as well as fewer symptoms. The present findings in Chinese women with breast cancer provide important evidence on the beneficial effect of regular participation in sports activities following cancer diagnosis on patients' QoL.
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Affiliation(s)
- Yuan-Yuan Lei
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, New Territories, Hong Kong, China; (Y.-Y.L.); (K.L.C.); (V.A.Y.); (R.L.); (F.K.F.M.)
| | - Suzanne C. Ho
- Division of Epidemiology, The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, New Territories, Hong Kong, China;
| | - Ka-Li Cheung
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, New Territories, Hong Kong, China; (Y.-Y.L.); (K.L.C.); (V.A.Y.); (R.L.); (F.K.F.M.)
| | - Victoria A. Yeo
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, New Territories, Hong Kong, China; (Y.-Y.L.); (K.L.C.); (V.A.Y.); (R.L.); (F.K.F.M.)
| | - Roselle Lee
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, New Territories, Hong Kong, China; (Y.-Y.L.); (K.L.C.); (V.A.Y.); (R.L.); (F.K.F.M.)
| | - Carol Kwok
- Department of Clinical Oncology, Princess Margaret Hospital, Hong Kong, China; (C.K.); (A.C.)
| | - Ashley Cheng
- Department of Clinical Oncology, Princess Margaret Hospital, Hong Kong, China; (C.K.); (A.C.)
| | - Frankie K. F. Mo
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, New Territories, Hong Kong, China; (Y.-Y.L.); (K.L.C.); (V.A.Y.); (R.L.); (F.K.F.M.)
- State Key Laboratory in Oncology in South China, Faculty of Medicine, Hong Kong Cancer Institute, The Chinese University of Hong Kong, New Territories, Hong Kong, China
| | - Winnie Yeo
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, New Territories, Hong Kong, China; (Y.-Y.L.); (K.L.C.); (V.A.Y.); (R.L.); (F.K.F.M.)
- State Key Laboratory in Oncology in South China, Faculty of Medicine, Hong Kong Cancer Institute, The Chinese University of Hong Kong, New Territories, Hong Kong, China
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Lei YY, Ho SC, Kwok C, Cheng A, Cheung KL, Lee R, Mo F, Yeo W. Weight and waist-to-hip ratio change pattern during the first five years of survival: data from a longitudinal observational Chinese breast cancer cohort. BMC Cancer 2021; 21:839. [PMID: 34284751 PMCID: PMC8293589 DOI: 10.1186/s12885-021-08554-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 06/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Body weight management was an important component in breast cancer survivorship care. The present study described the change patterns of body weight and waist-to-hip ratio (WHR) during the first 5 years of survival, and investigated potential factors associated with very substantial changes. PATIENTS AND METHODS Based on a longitudinal cohort with 1462 Chinese women with breast cancer, anthropometric measurements including body weight, height, waist and hip circumferences were measured by trained interviewers following standard protocol at four time-points: baseline at study entry, 18-, 36- and 60-months follow up assessments (termed as T0, T1, T2 and T3, respectively). Body height was measured at baseline and body weight at cancer diagnosis were retrieved from medical record. RESULTS Compared to weight at breast cancer diagnosis, the median weight change was - 0.5 kg, 0 kg, + 0.5 kg, and + 1 kg at T0, T1, T2 and T3, respectively. During the first 5 years of survival, the proportion of women who were obese have slightly increased. At 60-months after diagnosis, only 14.3% of women had weight gain by > 5 kg; and the percentage of women who had weight gain by > 10% was 10.7%. Nearly half of patients had abdominal obesity at study entry, and this proportion were gradually increased to nearly 70% at 60-months follow-up. Multivariate analysis indicated that older age, and frequent sports participation during the first 5 years of survival were related to lower risk of very substantial weight gain (> 10%) at 60-month follow-up; patients aged 40-49 years, having ≥2 comorbidities and ER negative were associated with less likelihood of very substantial WHR substantial increase (> 10%) at 60-month follow-up. CONCLUSION Weight gain was modest in Chinese breast cancer survivors during the first 5 years of survival, while central adiposity has become a contemporary public health issue. The incorporation of healthy weight and abdominal circumference patient education and management has a potential to improve cancer survivorship.
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Affiliation(s)
- Yuan-Yuan Lei
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, SAR, China
| | - Suzanne C Ho
- Division of Epidemiology, the Jockey Club School of Public Health and Primary Care, the Chinese University of Hong Kong, New Territories, Hong Kong, SAR, China
| | - Carol Kwok
- Department of Clinical Oncology, Princess Margaret Hospital, Hong Kong, SAR, China
| | - Ashley Cheng
- Department of Clinical Oncology, Princess Margaret Hospital, Hong Kong, SAR, China
| | - Ka Li Cheung
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, SAR, China
| | - Roselle Lee
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, SAR, China
| | - Frankie Mo
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, SAR, China
- Hong Kong Cancer Institute, State Key Laboratory in Oncology in South China, Faculty of Medicine, the Chinese University of Hong Kong, New Territories, Hong Kong, SAR, China
| | - Winnie Yeo
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, SAR, China.
- Hong Kong Cancer Institute, State Key Laboratory in Oncology in South China, Faculty of Medicine, the Chinese University of Hong Kong, New Territories, Hong Kong, SAR, China.
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