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Zhao F, Li C, Wang W, Zhang Y, Yao P, Wei X, Jia Y, Dang S, Zhang S. Machine learning predicts the risk of osteoporosis in patients with breast cancer and healthy women. J Cancer Res Clin Oncol 2024; 150:102. [PMID: 38393381 PMCID: PMC10891247 DOI: 10.1007/s00432-024-05622-8] [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: 08/31/2023] [Accepted: 01/12/2024] [Indexed: 02/25/2024]
Abstract
OBJECTIVE In this study, we investigated the effects of endocrine therapy and related drugs on the body composition and bone metabolism of patients with breast cancer. Additionally, using body composition-related indicators in machine learning algorithms, the risks of osteoporosis in patients with breast cancer and healthy women were predicted. METHODS We enrolled postmenopausal patients with breast cancer who were hospitalized in a tertiary hospital and postmenopausal women undergoing health checkups in our hospital between 2019 and 2021. The basic information, body composition, bone density-related indicators, and bone metabolism-related indicators of all the study subjects were recorded. Machine learning models were constructed using cross-validation. RESULTS Compared with a healthy population, the body composition of patients with breast cancer was low in bone mass, protein, body fat percentage, muscle, and basal metabolism, whereas total water, intracellular fluid, extracellular fluid, and waist-to-hip ratio were high. In patients with breast cancer, the bone mineral density (BMD), Z value, and T value were low and the proportion of bone loss and osteoporosis was high. BMD in patients with breast cancer was negatively correlated with age, endocrine therapy status, duration of medication, and duration of menopause, and it was positively correlated with body mass index (BMI) and basal metabolism. The parameters including body composition, age, hormone receptor status, and medication type were used for developing the machine learning model to predict osteoporosis risk in patients with breast cancer and healthy populations. The model showed a high accuracy in predicting osteoporosis, reflecting the predictive value of the model. CONCLUSIONS Patients with breast cancer may have changed body composition and BMD. Compared with the healthy population, the main indicators of osteoporosis in patients with breast cancer were reduced nonadipose tissue, increased risk of edema, altered fat distribution, and reduced BMD. In addition to age, duration of treatment, and duration of menopause, body composition-related indicators such as BMI and basal metabolism may be considerably associated with BMD of patients with breast cancer, suggesting that BMD status can be monitored in clinical practice by focusing on changes in the aforementioned indexes, which may provide a way to prevent preclinical osteoporosis.
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Affiliation(s)
- Fang Zhao
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China
| | - Chaofan Li
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China
| | - Weiwei Wang
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China
| | - Yu Zhang
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China
| | - Peizhuo Yao
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China
| | - Xinyu Wei
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China
| | - Yiwei Jia
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China
| | - Shaonong Dang
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, People's Republic of China.
| | - Shuqun Zhang
- Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, 157 West Fifth Street, Xi'an, Shaanxi, People's Republic of China.
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Fernández-Gualda MÁ, Ariza-Vega P, Galiano-Castillo N, Tovar-Martín I, Ortiz-Comino L, Lozano-Lozano M, Fernández-Lao C. PaiNEd app. Assessing central sensitization in survivors of breast cancer: A reliability study. Digit Health 2024; 10:20552076241260150. [PMID: 38882256 PMCID: PMC11179517 DOI: 10.1177/20552076241260150] [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: 02/21/2024] [Accepted: 05/22/2024] [Indexed: 06/18/2024] Open
Abstract
Introduction Pain is a common adverse event in survivors of breast cancer (sBCs). As there is no gold standard to assess pain experience predominantly related to central sensitization (CS) symptoms, we designed the PaiNEd app, which includes an algorithm to report whether patients are under predominant CS pain mechanisms. Objective We aimed to assess the reliability of the PaiNEd app to estimate whether sBC pain experience is predominantly related to CS symptoms. Methods An observational, descriptive reliability design was employed to assess the inter- and intrarater reliability of the PaiNEd app. This app includes an algorithm that considers the number of painful body parts and some questionnaires related to pain, such as the Numeric Pain-Rating Scale, the Brief Pain Inventory, the Tampa Scale for Kinesiophobia, the Pain Catastrophizing Scale, and the Central Sensitization Inventory (CSI). Results A total of 21 sBCs with persistent pain were recruited. We observe a general trend of close agreement between the paper-based and app-based formats (ICCs ranged between 0.802 and 0.972; Cronbach's alpha ranged between 0.797 and 0.971). Test-retest reliabilities were moderate to excellent (ICCs ranged between 0.510 and 0.941; Cronbach's alpha ranged between 0.499 and 0.938). The agreement between the categorization of the CS algorithm and the CSI (cut-off point ≥ 40 for CS symptoms) was 95.24%. Conclusion The PaiNEd app emerges as a robust tool for evaluating pain experience predominantly related to CS and pain-related symptoms in sBCs. Its demonstrated reliability not only bolsters its utility but also signifies its potential as a valuable asset for healthcare professionals engaged in pain education programs.
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Affiliation(s)
- Miguel Ángel Fernández-Gualda
- Biomedical Group (BIO277), Department of Physical Therapy, Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria, Ibs.GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Parque Tecnológico de la Salud, Granada, Spain
| | - Patrocinio Ariza-Vega
- Instituto de Investigación Biosanitaria, Ibs.GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Parque Tecnológico de la Salud, Granada, Spain
- Department of Physical and Sport Education, PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Faculty of Sports Sciences, University of Granada, Granada, Spain
| | - Noelia Galiano-Castillo
- Biomedical Group (BIO277), Department of Physical Therapy, Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria, Ibs.GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Parque Tecnológico de la Salud, Granada, Spain
| | - Isabel Tovar-Martín
- Instituto de Investigación Biosanitaria, Ibs.GRANADA, Granada, Spain
- Department of Radiation Oncology, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - Lucía Ortiz-Comino
- Instituto de Investigación Biosanitaria, Ibs.GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Parque Tecnológico de la Salud, Granada, Spain
- Health Sciences Faculty (Melilla), University of Granada, Granada, Spain
| | - Mario Lozano-Lozano
- Biomedical Group (BIO277), Department of Physical Therapy, Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria, Ibs.GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Parque Tecnológico de la Salud, Granada, Spain
| | - Carolina Fernández-Lao
- Biomedical Group (BIO277), Department of Physical Therapy, Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria, Ibs.GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Parque Tecnológico de la Salud, Granada, Spain
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Fernández-Gualda MÁ, Ariza-Vega P, Lozano-Lozano M, Cantarero-Villanueva I, Martín-Martín L, Castro-Martín E, Arroyo-Morales M, Tovar-Martín I, Lopez-Garzon M, Postigo-Martin P, González-Santos Á, Artacho-Cordón F, Ortiz-Comino L, Galiano-Castillo N, Fernández-Lao C. Persistent pain management in an oncology population through pain neuroscience education, a multimodal program: PaiNEd randomized clinical trial protocol. PLoS One 2023; 18:e0290096. [PMID: 37582097 PMCID: PMC10426993 DOI: 10.1371/journal.pone.0290096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 06/27/2023] [Indexed: 08/17/2023] Open
Abstract
INTRODUCTION Pain is one of the most persistent symptoms after cancer treatment. The central nervous system can erroneously stay in its alarm phase, altering the pain experience of patients who have cancer. Pain neuroscience education (PNE) with multimodal approaches may benefit these patients. OBJECTIVE This protocol aims to determine the effectiveness of a PNE tool on pain, physical function and quality of life, as a supplement to a multimodal rehabilitation (MR) program in patients who had breast cancer (BC). METHODS An 8-week double-blinded randomized controlled trial will be conducted, including 72 participants who had BC and who have persistent pain, randomized into three groups: PNE program + MR program, traditional biomedical information + MR program and control group. The PNE program will include educational content that participants will learn through a mobile app and the MR program will include a concurrent exercise program and manual therapy. The primary outcome will be the perceived pain assessed using the Visual Analogue Scale and secondary outcomes are others related to pain, physical function and quality of life. All outcomes will be evaluated at baseline, at the end of the intervention and 6 months after the end of intervention. DISCUSSION The proposed study may help BC patients with persistent pain improve their pain experience, quality of life and provide for more adaptive pain-coping strategies. This protocol could propose an action guide to implement different integral approaches for the treatment of sequelae. This treatment option could be offered to this patient profile and it could be easily implemented in the healthcare systems due to its low costs. TRIAL REGISTRATION ClinicalTrials.gov, NCT04877860. (February18, 2022).
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Affiliation(s)
- Miguel Ángel Fernández-Gualda
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
| | - Patrocinio Ariza-Vega
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Department of Physical and Sport Education, PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Faculty of Sports Sciences, University of Granada, Granada, Spain
| | - Mario Lozano-Lozano
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Irene Cantarero-Villanueva
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Lydia Martín-Martín
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Eduardo Castro-Martín
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Manuel Arroyo-Morales
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Isabel Tovar-Martín
- Radiation Oncology Department, Virgen de las Nieves University Hospital, Granada, Spain
| | - Maria Lopez-Garzon
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Paula Postigo-Martin
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Ángela González-Santos
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Francisco Artacho-Cordón
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Department of Radiology and Physical Medicine, University of Granada, Granada, Spain
| | - Lucía Ortiz-Comino
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
- Health Sciences Faculty (Melilla), University of Granada, Granada, Spain
| | - Noelia Galiano-Castillo
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
| | - Carolina Fernández-Lao
- Health Sciences Faculty, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs. GRANADA, Granada, Spain
- Sport and Health Research Center (IMUDs), Granada, Spain
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Yang S, Park SW, Bae SJ, Ahn SG, Jeong J, Park K. Investigation of Factors Affecting Adherence to Adjuvant Hormone Therapy in Early-Stage Breast Cancer Patients: A Comprehensive Systematic Review. J Breast Cancer 2023; 26:309-333. [PMID: 37272247 PMCID: PMC10475712 DOI: 10.4048/jbc.2023.26.e22] [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: 11/16/2022] [Revised: 02/05/2023] [Accepted: 04/16/2023] [Indexed: 06/06/2023] Open
Abstract
PURPOSE Adherence and persistence to adjuvant hormone therapy (AHT) are seldom maintained among early-stage hormone receptor-positive breast cancer (BC) survivors, despite the significant clinical benefits of long-term AHT. As the factors influencing adherence to AHT remain unclear, this study aimed to comprehensively identify such factors and classify them into specific dimensions. METHODS PubMed, Cochrane Library, Embase, PsycINFO, and CINAHL were searched for qualified articles. The search mainly focused on three components: early-stage (0-III) BC, oral AHT administration, and adherence to AHT, with keywords derived from MeSH and entry terms. The factors identified were then classified into six categories based on a modified WHO multidimensional model. RESULTS Overall, 146 studies were included; the median sample size was 651 (range, 31-40,009), and the mean age of the population was 61.5 years (standard deviation, 8.3 years). Patient- and therapy-related factors were the most frequently investigated factors. Necessity/concern beliefs and self-efficacy among patient-related factors were consistently related to better adherence than depression. Although drug side effects and medication use cannot be modified easily, a refined prescription strategy for the initiation and switching of AHT is likely to increase adherence levels. CONCLUSION An effective psychological program that encourages positive views and beliefs about medication and management strategies for each therapy may be necessary to improve adherence to AHT. Social support and a sense of belonging can be enhanced through community participation and social media for better adherence to AHT. Patient-centered communication and appropriate recommendations by physicians may be attributable to better adherence outcomes. Findings from systematically organized factors that influence adherence to AHT may contribute to the establishment of intervention strategies to benefit patients with early-stage BC to achieve optimal health.
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Affiliation(s)
- Seongwoo Yang
- HERINGS, The Institute of Advanced Clinical & Biomedical Research, Seoul, Korea
| | - Seong Won Park
- HERINGS, The Institute of Advanced Clinical & Biomedical Research, Seoul, Korea
| | - Soong June Bae
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine/Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine/Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine/Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Kyounghoon Park
- HERINGS, The Institute of Advanced Clinical & Biomedical Research, Seoul, Korea.
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Malagrinò M, Zavatta G. Review of bone health in women with estrogen receptor-positive breast cancer receiving endocrine therapy. WOMEN'S HEALTH (LONDON, ENGLAND) 2023; 19:17455057221149493. [PMID: 36644991 PMCID: PMC9846301 DOI: 10.1177/17455057221149493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
In estrogen-receptor-positive tumors, adjuvant endocrine therapy has been shown to be highly beneficial for both overall and disease-free survival. Estradiol is key in regulating bone and mineral physiology, and several studies found a strong correlation between these therapies and the risk of fractures. Since these therapies are often given for 5 through 10 years, the timing for bisphosphonates or denosumab initiation seems essential to managing bone metabolism. However, gray zones and discrepancies between guidelines remain as to the best threshold when to start antiresorptive treatment, or whether antiresorptive treatment should be administered to every woman undergoing adjuvant endocrine therapy, independent of their risk factors for fractures. Treatment options and strategies should be discussed at the start of hormone adjuvant therapy to come to a shared decision with the patient, with the final aim of reducing the risk of future fractures as much as possible. This review will cover present guidelines and literature on antiresorptive treatment in this setting, to provide clinicians with useful clues for managing these patients.
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Affiliation(s)
- Matteo Malagrinò
- Division of Endocrinology and Diabetes
Prevention and Care, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy,Department of Medical and Surgical
Sciences (DIMEC), Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Guido Zavatta
- Division of Endocrinology and Diabetes
Prevention and Care, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy,Department of Medical and Surgical
Sciences (DIMEC), Alma Mater Studiorum University of Bologna, Bologna, Italy,Guido Zavatta, Department of Medical and
Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, Via
Massarenti 9, 40138 Bologna, Italy.
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Huifang L, Jie G, Yi F. Neuro-immune-endocrine mechanisms with poor adherence to aromatase inhibitor therapy in breast cancer. Front Oncol 2022; 12:1054086. [PMID: 36578931 PMCID: PMC9791186 DOI: 10.3389/fonc.2022.1054086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 11/16/2022] [Indexed: 12/14/2022] Open
Abstract
As the most commonly used endocrine therapy regimen for patients with hormone receptor-positive (HR+) breast cancer (BC) at present, aromatase inhibitors (AIs) reduce the risk of localized and distant recurrence, contralateral BC and secondary cancer, and prolong disease-free survival. Clinical data show that poor adherence during AI treatment is mainly attributed to muscle and joint pain, fatigue, anxiety, depression and sleep disturbances during treatment. The rapid decline of estrogen caused by AIs in a short period of time enhances sympathetic activity, activates T cells in the body, produces inflammatory factors such as tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ) and interleukin (IL)-17A, and promotes the occurrence of inflammation and bone loss. This article reviewed the mechanism of poor dependence on AIs in BC patients from the neuro-immuno-endocrine (NIE) perspective and provided clues for clinical intervention against poor adherence.
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Affiliation(s)
- Li Huifang
- Department of Anesthesiology, Peking University People’s Hospital, Beijing, China
| | - Gao Jie
- Department of Anesthesiology, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Feng Yi
- Department of Anesthesiology, Peking University People’s Hospital, Beijing, China,*Correspondence: Feng Yi,
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Park C, Park SK, Woo A, Ng BP. Health-related quality of life among elderly breast cancer patients treated with adjuvant endocrine therapy: a U.S Medicare population-based study. Qual Life Res 2022; 31:1345-1357. [PMID: 35064415 DOI: 10.1007/s11136-021-03059-x] [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] [Accepted: 12/02/2021] [Indexed: 01/05/2023]
Abstract
OBJECTIVES The evidence regarding the impact of individual adjuvant endocrine therapies (AET) on health-related quality of life (HRQoL) is limited. We aimed to assess the association between the type of AET and HRQoL and to examine the relationship between HRQoL and one-year mortality among women with breast cancer in the USA. METHODS This retrospective cross-sectional study used the 2006-2017 Surveillance, Epidemiology, and End Results (SEER)-Medicare Health Outcomes Survey database to identify older women with early-stage hormone receptor-positive breast cancer. Multivariate linear regressions were used to assess the association between types of AET (anastrozole, letrozole, exemestane, and tamoxifen) and HRQoL scores (physical component summary (PCS) and mental component summary (MCS)). Multivariate logistic regressions were used to predict the impact of PCS and MCS on one-year mortality. RESULTS Out of 3537 older women with breast cancer, anastrozole was the most commonly prescribed (n = 1945, 55.0%). Regarding PCS, there was no significant difference between the four AET agents. Higher MCS scores, which indicate better HRQoL, were reported in patients treated with anastrozole (vs. letrozole [β = 1.26, p = 0.007] and exemestane [β = 2.62, p = 0.005) and tamoxifen (vs. letrozole [β = 1.49, p = 0.010] and exemestane [β = 2.85, p = 0.004]). Lower PCS and MCS scores were associated with higher one-year mortality, regardless of type of AET initiated, except for tamoxifen in MCS. CONCLUSION Although there was no significant difference in physical HRQoL scores between AET agents, anastrozole and tamoxifen were associated with better mental HRQoL scores.
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Affiliation(s)
- Chanhyun Park
- Health Outcome Division, The University of Texas at Austin College of Pharmacy, 2409 University Avenue MC A1930, Austin, TX, 78712-1120, USA.
| | - Sun-Kyeong Park
- School of Pharmacy, The Catholic University of Korea, Bucheon, South Korea
| | - Ahye Woo
- Department of Pharmacy and Health Systems Sciences, School of Pharmacy, Northeastern University, Boston, MA, USA
| | - Boon Peng Ng
- College of Nursing, University of Central Florida, Orlando, FL, USA
- Disability, Aging, and Technology Cluster, University of Central Florida, Orlando, FL, USA
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The efficacy of a comprehensive bone health program in maintaining bone mineral density in postmenopausal women with early-stage breast cancer treated with endocrine therapy: real-world data. Ir J Med Sci 2022; 191:2511-2515. [PMID: 35088228 DOI: 10.1007/s11845-021-02897-5] [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: 07/29/2021] [Accepted: 12/15/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Aromatase inhibitors (AI) are the gold standard treatment option for hormone-sensitive postmenopausal women with breast cancer. Several studies had documented the accelerated bone loss associated with AI. AIMS In this study, we present real-world data describing the efficacy of implementing a comprehensive bone health program to maintain bone mineral density (BMD) in postmenopausal patients with early-stage breast cancer treated with AI. METHODS A comprehensive bone health program that includes counseling, exercise, nutritional advice, vitamin D supplements and, when needed, intravenous bisphosphonate infusion was implemented following the initiation of endocrine therapy with AI. Postmenopausal women with hormone-sensitive, early-stage breast cancer treated with endocrine therapy using AI were retrospectively identified. All patients had BMD measurements before and at least 1 year after ET initiation. RESULTS A total of 210 patients were included, median (range) age 67 (43-86) years. At baseline, osteoporosis was documented in 38 (18.1%) and osteopenia in 101 (48.1%) patients. Despite the known negative effect of AI, 32 (84.2%) patients with baseline osteoporosis and 69 (68.3%) of those with osteopenia, had a stable or better BMD. On the other hand, 41 (57.7%) of those with normal baseline BMD had a drop in their follow up BMD, p < 0.001. Vertebral fractures were reported in 3 (11.1%) patients with osteoporosis compared to none in patients with normal BMD, p = 0.021. CONCLUSIONS Despite the known negative effect of ET on bone health of breast cancer patients, implementing a comprehensive bone health program stabilized or improved BMD.
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Reeves MM, Terranova CO, Winkler EAH, McCarthy N, Hickman IJ, Ware RS, Lawler SP, Eakin EG, Demark-Wahnefried W. Effect of a Remotely Delivered Weight Loss Intervention in Early-Stage Breast Cancer: Randomized Controlled Trial. Nutrients 2021; 13:nu13114091. [PMID: 34836345 PMCID: PMC8622393 DOI: 10.3390/nu13114091] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 11/10/2021] [Accepted: 11/12/2021] [Indexed: 11/16/2022] Open
Abstract
Limited evidence exists on the effects of weight loss on chronic disease risk and patient-reported outcomes in breast cancer survivors. Breast cancer survivors (stage I-III; body mass index 25-45 kg/m2) were randomized to a 12-month, remotely delivered (22 telephone calls, mailed material, optional text messages) weight loss (diet and physical activity) intervention (n = 79) or usual care (n = 80). Weight loss (primary outcome), body composition, metabolic syndrome risk score and components, quality of life, fatigue, musculoskeletal pain, menopausal symptoms, fear of recurrence, and body image were assessed at baseline, 6 months, 12 months (primary endpoint), and 18 months. Participants were 55 ± 9 years and 10.7 ± 5.0 months post-diagnosis; retention was 81.8% (12 months) and 80.5% (18 months). At 12-months, intervention participants had significantly greater improvements in weight (-4.5% [95%CI: -6.5, -2.5]; p < 0.001), fat mass (-3.3 kg [-4.8, -1.9]; p < 0.001), metabolic syndrome risk score (-0.19 [-0.32, -0.05]; p = 0.006), waist circumference (-3.2 cm [-5.5, -0.9]; p = 0.007), fasting plasma glucose (-0.23 mmol/L [-0.44, -0.02]; p = 0.032), physical quality of life (2.7 [0.7, 4.6]; p = 0.007; Cohen's effect size (d) = 0.40), musculoskeletal pain (-0.5 [-0.8, -0.2]; p = 0.003; d = 0.49), and body image (-0.2 [-0.4, -0.0]; p = 0.030; d = 0.31) than usual care. At 18 months, effects on weight, adiposity, and metabolic syndrome risk scores were sustained; however, significant reductions in lean mass were observed (-1.1 kg [-1.7, -0.4]; p < 0.001). This intervention led to sustained improvements in adiposity and metabolic syndrome risk.
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Affiliation(s)
- Marina M. Reeves
- School of Public Health, The University of Queensland, Brisbane 4006, Australia; (C.O.T.); (E.A.H.W.); (S.P.L.); (E.G.E.)
- Correspondence: ; Tel.: +617-3346-4692
| | - Caroline O. Terranova
- School of Public Health, The University of Queensland, Brisbane 4006, Australia; (C.O.T.); (E.A.H.W.); (S.P.L.); (E.G.E.)
| | - Elisabeth A. H. Winkler
- School of Public Health, The University of Queensland, Brisbane 4006, Australia; (C.O.T.); (E.A.H.W.); (S.P.L.); (E.G.E.)
| | | | - Ingrid J. Hickman
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane 4102, Australia;
| | - Robert S. Ware
- Menzies Health Institute Queensland, Griffith University, Brisbane 4111, Australia;
| | - Sheleigh P. Lawler
- School of Public Health, The University of Queensland, Brisbane 4006, Australia; (C.O.T.); (E.A.H.W.); (S.P.L.); (E.G.E.)
| | - Elizabeth G. Eakin
- School of Public Health, The University of Queensland, Brisbane 4006, Australia; (C.O.T.); (E.A.H.W.); (S.P.L.); (E.G.E.)
| | - Wendy Demark-Wahnefried
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA;
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10
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Poo CL, Dewadas HD, Ng FL, Foo CN, Lim YM. Effect of Traditional Chinese Medicine on Musculoskeletal Symptoms in Breast Cancer: A Systematic Review and Meta-Analysis. J Pain Symptom Manage 2021; 62:159-173. [PMID: 33278502 DOI: 10.1016/j.jpainsymman.2020.11.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 11/20/2020] [Accepted: 11/20/2020] [Indexed: 12/14/2022]
Abstract
CONTEXT Traditional Chinese Medicine (TCM) has been widely used as a complementary medical treatment for arthralgia and other types of pain. The available literature on the effectiveness of TCM on breast cancer patients with musculoskeletal symptoms reports controversial results. OBJECTIVES The objective of this review is to assess the effectiveness of TCM as a treatment option for musculoskeletal symptoms in patients with breast cancer who were treated with aromatase inhibitors (AIs). METHODS A comprehensive literature search was conducted using PubMed, the Cochrane Library, SAGE journals, Scopus, EMBASE, Web of Science, Medline, Cumulated Index to Nursing and Allied Health Literature (CINAHL), Chinese Biomedical Literature Database (CBM), Chinese National Knowledge Infrastructure (CNKI), Chinese Scientific Journal Database (VIP), Wanfang, and Chinese Medical Journal Database (CMJ) from May 2020 to November 2020. The literature review included randomized controlled trials (RCTs) of TCM for AI-related musculoskeletal symptoms. RESULTS Four RCTs incorporating TCM were assessed by meta-analysis and reported favorable effects in reducing worst pain score (n = 284, mean difference [MD]: 2.31; 95% CI, 1.74 to 2.88; P < 0.00001). Three trials showed favorable effects of TCM in reducing pain interference (n = 211, MD: 2.62; 95% CI, 1.29 to 3.94; P = 0.0001), while two trials reported no significant effects of TCM on stiffness (n = 147, MD: 1.21; 95% CI, -0.39 to 2.82; P = 0.14). The meta-analysis of three trials also found no significant effect of TCM on bone mineral density (n = 214, MD, -0.01; 95% CI, -0.07 to 0.05; P = 0.71). The physical aspect of quality of life was significantly increased in breast cancer patients after TCM treatment (n = 220, MD, 5.13; 95% CI, 2.04 to 8.22; P = 0.001). In addition, three RCTs reported minimal TCM-related adverse events. CONCLUSION The results suggest that TCM could be an effective treatment in relieving pain especially worst pain and pain interference as well as improving quality of life caused by AI-related musculoskeletal symptoms. However, further investigation of the molecular pathway involved and in-depth safety profile are needed.
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Affiliation(s)
- Chin Long Poo
- Centre for Cancer Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia
| | - Hemaniswarri Dewi Dewadas
- Centre for Cancer Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia
| | - Foong Leng Ng
- Centre for Cancer Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia; Department of Chinese Medicine, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia
| | - Chai Nien Foo
- Centre for Cancer Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia; Department of Population Medicine, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia
| | - Yang Mooi Lim
- Centre for Cancer Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia; Department of Pre-clinical Sciences, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long, Kajang, Selangor, Malaysia.
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11
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Waqas K, Lima Ferreira J, Tsourdi E, Body JJ, Hadji P, Zillikens M. Updated guidance on the management of cancer treatment-induced bone loss (CTIBL) in pre- and postmenopausal women with early-stage breast cancer. J Bone Oncol 2021; 28:100355. [PMID: 33948427 PMCID: PMC8080519 DOI: 10.1016/j.jbo.2021.100355] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 02/28/2021] [Accepted: 03/03/2021] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Adjuvant endocrine therapy induces bone loss and increases fracture risk in women with hormone-receptor positive, early-stage breast cancer (EBC). We aimed to update a previous position statement on the management of aromatase inhibitors (AIs) induced bone loss and now included premenopausal women. METHODS We conducted a systematic literature search of the medical databases from January 2017 to May 2020 and assessed 144 new studies. RESULTS Extended use of AIs beyond 5 years leads to persistent bone loss in breast cancer extended adjuvant trials and meta-analyses. In addition to bone mineral density (BMD), vertebral fracture assessment (VFA) and trabecular bone score (TBS) were shown to independently predict fracture risk in real life prospective studies. FRAX® tool does not seem to be reliable for assessing fracture risk in CTIBL. In premenopausal women, there is strong evidence that intravenous zoledronate prevents bone loss but weak conflicting evidence on reducing disease recurrence from independent randomised controlled trials (RCTs). In postmenopausal women, the strongest evidence for fracture prevention is for denosumab based on a well-powered RCT while there is strong evidence for bisphosphonates (BPs) to prevent and reduce CTIBL but no convincing data on fractures. Adjuvant denosumab has failed to show anticancer benefits in a large, well-designed RCT. DISCUSSION AND CONCLUSIONS Extended use of AIs and persistent bone loss from recent data reinforce the need to evaluate fracture risk in EBC women initiated on AIs. Fracture risk should be assessed with clinical risk factors and BMD along with VFA, but FRAX is not adapted to CTIBL. Anti-resorptive therapy should be considered in those with a BMD T-score < -2.0 SD or with ≥ 2 clinical risk factors including a BMD T-score < -1.0 SD. In premenopausal women, intravenous zoledronate is the only drug reported to prevent bone loss and may have additional anticancer benefits. In postmenopausal women, either denosumab or BPs can be prescribed for fracture prevention with pertinent attention to the rebound phenomenon after stopping denosumab. Adjuvant BPs, in contrast to denosumab, have shown high level evidence for reducing breast cancer recurrence in high-risk post-MP women which should be taken into account when choosing between these two.
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Affiliation(s)
- Komal Waqas
- Bone Centre, Department of Internal Medicine, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Joana Lima Ferreira
- Department of Endocrinology, Hospital Pedro Hispano, Matosinhos Local Health Unit, Matosinhos, Portugal
| | - Elena Tsourdi
- Department of Medicine III and 4. Center for Healthy Aging, Technische Universität Dresden Medical Center, Dresden, Germany
- Department of Medicine, CHU Brugmann, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Jean-Jacques Body
- Department of Medicine, CHU Brugmann, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Peyman Hadji
- Frankfurt Center of Bone Health, Goethestrasse 23, Frankfurt, Germany and Philipps-University of Marburg, Germany
| | - M.C. Zillikens
- Bone Centre, Department of Internal Medicine, Erasmus University Medical Centre, Rotterdam, the Netherlands
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12
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Berkowitz MJ, Thompson CK, Zibecchi LT, Lee MK, Streja E, Berkowitz JS, Wenziger CM, Baker JL, DiNome ML, Attai DJ. How patients experience endocrine therapy for breast cancer: an online survey of side effects, adherence, and medical team support. J Cancer Surviv 2020; 15:29-39. [PMID: 32804353 PMCID: PMC7430212 DOI: 10.1007/s11764-020-00908-5] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 06/14/2020] [Indexed: 12/17/2022]
Abstract
PURPOSE Many patients with hormone receptor-positive (HR+) breast cancer do not adhere to endocrine therapy (ET), and treatment-related side effects are often discussed by participants in online breast cancer forums. Our aim was to survey this unique group of patients about their ET-related experiences. METHODS We partnered with patients active in breast cancer social media communities to develop a survey assessing ET-related side effects and medical team communication. Patients with a history of HR+ breast cancer who had received a recommendation to take ET were eligible to participate in the anonymous, online survey. RESULTS Respondents included 2353 women and 54 men. Aromatase inhibitors were the most commonly used medication. Side effects were reported by 91.2%, were more often experienced by women than men (p < 0.001), and were primarily related to medication type. Approximately one-third of respondents discontinued therapy early. While most felt supported by their medical team, 31.5% reported that their side effects were dismissed or minimized. Survey respondents most frequently reported that a healthy diet and exercise, yoga/acupuncture, and vitamins/supplements were helpful in managing ET-related side effects. CONCLUSIONS ET-related side effects are very common, and one-third discontinued treatment early. Lifestyle changes and complementary therapies can be important tools for side effect management. One-third of patients did not feel that their side effects were taken seriously. IMPLICATIONS FOR CANCER SURVIVORS This is the largest survey of ET use by participants in online breast cancer communities. Further research is needed to identify strategies to improve treatment adherence and to better manage ET-related side effects.
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Affiliation(s)
- Maurice J Berkowitz
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Carlie K Thompson
- Department of Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Laura T Zibecchi
- Department of Nursing, University of California Los Angeles, Los Angeles, USA
| | - Minna K Lee
- Department of Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Elani Streja
- Department of Medicine, University of California Irvine School of Medicine, Irvine, USA
| | - Jacob S Berkowitz
- Dietrich School of Arts and Sciences, University of Pittsburgh, Pittsburgh, USA
| | - Cachet M Wenziger
- Department of Medicine, University of California Irvine School of Medicine, Irvine, USA
| | - Jennifer L Baker
- Department of Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Maggie L DiNome
- Department of Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Deanna J Attai
- Department of Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA.
- UCLA Health Burbank Breast Care, 191 S. Buena Vista #415, Burbank, CA, 91505, USA.
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Factors influencing adherence to adjuvant endocrine therapy in breast cancer-treated women: using real-world data to inform a switch from acute to chronic disease management. Breast Cancer Res Treat 2020; 183:189-199. [PMID: 32591986 DOI: 10.1007/s10549-020-05748-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 06/13/2020] [Indexed: 12/29/2022]
Abstract
PURPOSE Adjuvant endocrine therapy (AET) for ≥ 5 years is generally recommended for women with hormone receptor-positive breast cancer to reduce cancer recurrence/mortality; however, adherence can be suboptimal. We tested determinants of AET adherence using patient characteristics, treatment pathways, AET initiation timing, and multiple healthcare facility use. An underlying objective was to explore how oncological pathways mirror chronic disease management to monitor adherence and target improvement interventions using administrative datasets. METHODS Using patient-linked administrative health data from the Italian Lombardy Region, we identified 33.291 surviving patients starting AET in 2010-2016, with two (22.939 patients) or five years (8400 patients) follow-up, using a ≥ 80% prescription refill approach to measure adherence and logistic regression to test determinants of adherence. RESULTS AET crude adherence falls significantly during follow-up, from 94% at 1 Year to 58% at 5 Years. At 5 Years, patients who were older (>70), prescribed tamoxifen-only (OR 0.69; 95% CI 0.57-0.83; p = 0.0001) vs. aromatase inhibitors-only or therapy switches, treated for depression (OR 0.68; 95% CI 0.60-0.78; p < 0.0001), with surgery performed in high-volume hospitals (OR 0.85; 95% CI 0.75-0.97; p = 0.0116) showed lower adherence. Loyalty, or continued care in the surgical hospital (OR 1.73; 95% CI 1.51-2.00; p < 0.0001), undergoing chemotherapy before AET (OR 2.65; 95% CI 2.02-3.48; p < 0.0001), and earlier AET initiation, positively influenced adherence. CONCLUSIONS Chronic disease monitoring using administrative data can help oncologists focus efforts to ensure AET adherence. Results suggest addressing mental health, age, disease severity patient perceptions, timely AET initiation and therapy switches, and encouraging continued follow-up in the same hospital or better care coordination with outside follow-up specialists.
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14
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Lu G, Zheng J, Zhang L. The effect of exercise on aromatase inhibitor-induced musculoskeletal symptoms in breast cancer survivors :a systematic review and meta-analysis. Support Care Cancer 2020; 28:1587-1596. [PMID: 31853701 PMCID: PMC7036069 DOI: 10.1007/s00520-019-05186-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Accepted: 11/07/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Evidence is mixed regarding the effect of exercise programs on improving musculoskeletal symptoms and quality of life. Previous meta-analyses have not focused specifically on the musculoskeletal symptoms. Therefore, this meta-analysis aimed to evaluate the effect of exercise on these outcomes in breast cancer survivors taking aromatase inhibitors. METHODS PubMed, CINAHL, EMBASE, Web of Science, Wan Fang, CNKI, VIP, and CBM were searched for randomized control trials or quasi-experimental studies from the establishment of the database to May 2019. Studies comparing exercise programs with usual care among breast cancer survivors taking aromatase inhibitors were included. The primary outcome was the degree of musculoskeletal symptoms, as assessed by scores of pain, stiffness, and grip strength. The secondary outcome was the total quality of life score. RESULTS A total of 9 studies involving 743 participants were included. Exercise programs were more effective than usual care in improving musculoskeletal symptoms among breast cancer patients taking AIs. The subgroup scores of pain (SMD = -0.46, 95% CI -0.79 to -0.13, P = 0.006), stiffness (SMD = -0.40, 95% CI -0.71 to -0.08, P = 0.01), and grip strength (SMD = 0.43, 95% CI 0.16 to 0.71, P = 0.002) benefited from exercise interventions. Similar effects were found for the quality of life scores (SMD = 2.24, 95% CI 0.28 to 4.21, P = 0.03). CONCLUSIONS Results indicate that exercise relieves musculoskeletal symptoms and improves quality of life, which can be used to motivate patients to exercise actively under professional guidance. Due to a small sample size, further research is required to ensure the effectiveness of exercise on musculoskeletal symptoms and quality of life.
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Affiliation(s)
- Geling Lu
- Department of Urology, The First Hospital of China Medical University, Liaoning, China
| | - Jin Zheng
- Department of Urology, The First Hospital of China Medical University, Liaoning, China.
| | - Lei Zhang
- Department of Breast, The First Hospital of China Medical University, Liaoning, China
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