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Clark P, Méndez-Sánchez L, Ramírez-García E, Sánchez-García S, Medina A, Chávez JHM. Incidence of Secondary Fractures After Implementation of Different Models of FLS Secondary Prevention Programs: Scoping Review. Arch Med Res 2025; 56:103121. [PMID: 39674008 DOI: 10.1016/j.arcmed.2024.103121] [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: 04/09/2024] [Revised: 07/06/2024] [Accepted: 10/23/2024] [Indexed: 12/16/2024]
Abstract
BACKGROUND As the number of programs aimed at preventing fragility fractures and mitigating the phenomenon of cascade fractures is increasing worldwide, so it is necessary to evaluate the effectiveness of such programs to seek their feasible implementation at regional and global levels. AIMS This paper aims to provide an overview focusing on the incidence of secondary fractures after the implementation of any type of fracture liaison service (FLS). To this end, a scoping review was conducted focusing on the identification of clinical evidence reported in systematic reviews of the medical literature in this area. METHODS A total of 230 titles were obtained through structured searches in four electronic libraries (updated to September 2023), from which a total of 11 systematic reviews were selected. RESULTS Tables of methodological characteristics were developed. Different programs such as orthogeriatric units, educational strategies, exercise strategies, screening strategies using DXA or FRAX, and specialist intervention by orthopedic specialists or osteoporosis nurses were found in 20 different countries. The reported incidence of secondary fractures varies between populations and strategies compared depending on the data collected and the type of methodological design used. The incidence of secondary fractures in these 11 systematic reviews ranged from 0 to 37%. CONCLUSION The incidence by intervention is described in the Supplementary Tables of the primary studies.
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Affiliation(s)
- Patricia Clark
- Unidad de Epidemiología Clínica, Hospital Infantil de México Federico Gómez, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico; Centro Cochrane, Biblioteca Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Lucía Méndez-Sánchez
- Unidad de Epidemiología Clínica, Hospital Infantil de México Federico Gómez, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico; Centro Cochrane, Biblioteca Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico.
| | - Eliseo Ramírez-García
- Unidad de Investigación Epidemiológica y en Servicios de Salud, Área Envejecimiento, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Sergio Sánchez-García
- Unidad de Investigación Epidemiológica y en Servicios de Salud, Área Envejecimiento, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Adriana Medina
- Servicio de Endocrinología, Hospital San José, Facultad de Medicina Fundación Universitaria de Ciencias de la Salud, Universidad Nacional de Colombia, Bogotá, Colombia
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Lan Z, Lin X, Xue D, Yang Y, Saad M, Jin Q. Can Bisphosphonate Therapy Reduce Overall Mortality in Patients With Osteoporosis? A Meta-analysis of Randomized Controlled Trials. Clin Orthop Relat Res 2025; 483:91-101. [PMID: 39172899 PMCID: PMC11658732 DOI: 10.1097/corr.0000000000003204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 07/05/2024] [Indexed: 08/24/2024]
Abstract
BACKGROUND For patients with osteoporosis, bisphosphonate therapy can reduce the risk of fractures, but its effect on reducing mortality remains unclear. Previous studies on this topic have produced conflicting results and generally have been too small to definitively answer the question of whether bisphosphonate therapy reduces mortality. Therefore, a meta-analysis may help us arrive at a more conclusive answer. QUESTIONS/PURPOSES In a large meta-analysis of placebo-controlled randomized controlled trials (RCTs), we asked: (1) Does bisphosphonate use reduce mortality? (2) Is there a subgroup effect based on whether different bisphosphonate drugs were used (zoledronate, alendronate, risedronate, and ibandronate), different geographic regions where the study took place (Europe, the Americas, and Asia), whether the study was limited to postmenopausal female patients, or whether the trials lasted 3 years or longer? METHODS We conducted a systematic review using multiple databases, including Embase, Web of Science, Medline (via PubMed), Cochrane Library, and ClinicalTrials.gov, with each database searched up to November 20, 2023 (which also was the date of our last search), following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We included randomized, placebo-controlled clinical trials with participants diagnosed with osteoporosis and receiving bisphosphonate treatment. We excluded papers posted to preprint servers, other unpublished work, conference abstracts, and papers that were registered on ClinicalTrials.gov but were not yet published. We collected 2263 records. After excluding records due to study type, study content not meeting the inclusion criteria, and duplicates, our meta-analysis included 47 placebo-controlled RCTs involving 59,437 participants. Data extraction, quality assessment, and statistical analyses were performed. The evaluation of randomized trials for potential bias was conducted using the revised Cochrane Risk of Bias tool. This assessment encompassed factors such as sequence generation, allocation concealment, subject blinding, outcome assessor blinding, incomplete outcome data, and reporting bias. Some studies did not provide explicit details regarding random sequence generation, leading to a high risk of selection bias. A few studies, due to their open-label nature, were unable to achieve double-blind conditions for both the subjects and the researchers, resulting in intermediate performance bias. Nevertheless, the overall study quality was high. Due to the low heterogeneity among the studies, as evidenced by the low statistical heterogeneity (that is, a low I 2 statistic), we opted for a fixed-effects model, indicating that the effect size is consistent across the studies. In such cases, the fixed-effects model can provide more precise estimates. According to the results of the funnel plot, we did not find evidence of publication bias. RESULTS The use of bisphosphonates did not reduce the overall risk of mortality in patients with osteoporosis (risk ratio 0.95 [95% CI 0.88 to 1.03]). Subgroup analyses involving different bisphosphonate drugs (zoledronate, alendronate, risedronate, and ibandronate), regions (Europe, the Americas, and Asia), diverse populations (postmenopausal female patients and other patients), and trials lasting 3 years or longer revealed no associations with reduced overall mortality. CONCLUSION Based on our comprehensive meta-analysis, there is high-quality evidence suggesting that bisphosphonate therapy for patients with osteoporosis does not reduce the overall risk of mortality despite its effectiveness in reducing the risk of fractures. The primary consideration for prescribing bisphosphonates to individuals with osteoporosis should continue to be centered on reducing fracture risk, aligning with clinical guidelines. Long-term studies are needed to investigate potential effects on mortality during extended treatment periods. LEVEL OF EVIDENCE Level I, therapeutic study.
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Affiliation(s)
- Zhibin Lan
- The Third Ward of Orthopaedic Department, General Hospital of Ningxia Medical University, Yinchuan, PR China
| | - Xue Lin
- The Third Ward of Orthopaedic Department, General Hospital of Ningxia Medical University, Yinchuan, PR China
- Institute of Osteoarthropathy, Ningxia Key Laboratory of Clinical and Pathogenic Microbiology, Institute of Medical Sciences, General Hospital of Ningxia Medical University, Yinchuan, PR China
| | - Di Xue
- The Third Ward of Orthopaedic Department, General Hospital of Ningxia Medical University, Yinchuan, PR China
- Institute of Osteoarthropathy, Ningxia Key Laboratory of Clinical and Pathogenic Microbiology, Institute of Medical Sciences, General Hospital of Ningxia Medical University, Yinchuan, PR China
| | - Yang Yang
- The Third Ward of Orthopaedic Department, General Hospital of Ningxia Medical University, Yinchuan, PR China
| | - Muhammad Saad
- The Third Ward of Orthopaedic Department, General Hospital of Ningxia Medical University, Yinchuan, PR China
| | - Qunhua Jin
- The Third Ward of Orthopaedic Department, General Hospital of Ningxia Medical University, Yinchuan, PR China
- Institute of Osteoarthropathy, Ningxia Key Laboratory of Clinical and Pathogenic Microbiology, Institute of Medical Sciences, General Hospital of Ningxia Medical University, Yinchuan, PR China
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Seyok T, Collins JE, Erikson SJ, Charles JF, Earp BE. Impact of an Outpatient Fracture Liaison Service on Osteoporosis Evaluation Among Patients With Upper Extremity Fragility Fracture. Hand (N Y) 2024; 19:256-262. [PMID: 36113071 PMCID: PMC10953516 DOI: 10.1177/15589447221120851] [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] [Indexed: 02/10/2023]
Abstract
BACKGROUND The purpose of this study was to assess the impact of implementation of an outpatient fracture liaison service (FLS) on completion rates of dual-energy x-ray absorptiometry (DXA) and screening labs including 25-OH vitamin D and parathyroid hormone (PTH) in patients with upper extremity (UE) fragility fractures. METHODS At our institution, 367 patients were treated in 2014-2015 for UE fragility fractures of the distal radius and proximal humerus before implementation of our outpatient FLS and 395 patients in 2017-2018 after implementation. Retrospective chart review was conducted to identify completed DXA scans within 2 years of fracture treatment and completed 25-OH vitamin D and PTH labs within 1 year of fracture treatment. RESULTS There were no statistical differences in the demographics of patients treated for distal radial and proximal humeral fragility fractures during the 2014-2015 and 2017-2018 time periods. Implementation of the FLS resulted in a 9.9% increase (P value = .021) in completed DXA scans within 2 years of fracture treatment. Completed 25-OH vitamin D and PTH labs saw a significant increase of 17.1% and 23.8%, respectively (P values < .001). CONCLUSIONS Implementation of an outpatient FLS can help to improve osteoporosis evaluation with completed DXA scans and 25-OH vitamin D and PTH labs.
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Affiliation(s)
- Thany Seyok
- Department of Medicine, Division of Rheumatology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jamie E. Collins
- Orthopaedic and Arthritis Center for Outcomes Research, Department of Orthopedic Surgery and Division of Rheumatology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Samantha J. Erikson
- Department of Orthopedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Julia F. Charles
- Department of Medicine, Division of Rheumatology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Orthopedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Brandon E. Earp
- Department of Orthopedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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Ye C, McAlister FA, Bellerose D, Lin M. Targeted Coaching to Improve Osteoporosis Therapy Adherence: A Single Arm Variation of the C-STOP Study. J Bone Metab 2024; 31:13-20. [PMID: 38485237 PMCID: PMC10940104 DOI: 10.11005/jbm.2024.31.1.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/21/2023] [Accepted: 12/08/2023] [Indexed: 03/17/2024] Open
Abstract
BACKGROUND In this pre-planned variation of the Comparing Strategies Targeting Osteoporosis to Prevent Fractures After an Upper Extremity Fracture (C-STOP) trial, we investigated whether adherence-specific coaching by the case manager (CM) further improved the adherence and persistence rates compared to those seen in the C-STOP trial. METHODS We conducted a prospective observational cohort study of community-dwelling adults 50 years or older who suffered an upper-extremity fracture and were not previously treated with osteoporosis medications, to assess whether a well-trained CM can partner with patients to improve adherence to and persistence with oral bisphosphonate intake. The primary outcome was adherence (taking > 80% of prescribed doses) to oral bisphosphonate intake at 12 months after study enrollment. Secondary outcomes included primary adherence to and 12-month persistence with oral bisphosphonate and calcium and vitamin D supplement intake at 12 months. RESULTS The study cohort consisted of 84 participants, of which 30 were prescribed an oral bisphosphonate. Twenty-two (73.3%) started treatment within 3 months. The adherence rate at 12 months was 77.3%. The persistence rate at 12 months was 95.5%. Of those not prescribed an oral bisphosphonate, 62.8% were taking supplemental calcium and 93.0% were taking supplemental vitamin D at 12 months. Depression was a significant predictor of 12-month non-adherence (adjusted odds ratio, 9.8; 95% confidence interval, 1.2-81.5). CONCLUSIONS Adherence-specific coaching by a CM did not further improve the level of medication adherence achieved in the original C-STOP study. Importantly, these results can inform adherence in future intervention studies.
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Affiliation(s)
- Carrie Ye
- Department of Medicine, University of Alberta, Edmonton, Alberta,
Canada
| | | | - Debbie Bellerose
- Department of Medicine, University of Alberta, Edmonton, Alberta,
Canada
| | - Meng Lin
- Data and Research Services, Alberta SPOR Support Unit and Provincial Research Data Services, Alberta Health Services, Edmonton, Alberta,
Canada
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Cianferotti L, Porcu G, Ronco R, Adami G, Alvaro R, Bogini R, Caputi AP, Frediani B, Gatti D, Gonnelli S, Iolascon G, Lenzi A, Leone S, Michieli R, Migliaccio S, Nicoletti T, Paoletta M, Pennini A, Piccirilli E, Rossini M, Tarantino U, Brandi ML, Corrao G, Biffi A. The integrated structure of care: evidence for the efficacy of models of clinical governance in the prevention of fragility fractures after recent sentinel fracture after the age of 50 years. Arch Osteoporos 2023; 18:109. [PMID: 37603196 PMCID: PMC10442313 DOI: 10.1007/s11657-023-01316-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 07/21/2023] [Indexed: 08/22/2023]
Abstract
Randomized clinical trials and observational studies on the implementation of clinical governance models, in patients who had experienced a fragility fracture, were examined. Literature was systematically reviewed and summarized by a panel of experts who formulated recommendations for the Italian guideline. PURPOSE After experiencing a fracture, several strategies may be adopted to reduce the risk of recurrent fragility fractures and associated morbidity and mortality. Clinical governance models, such as the fracture liaison service (FLS), have been introduced for the identification, treatment, and monitoring of patients with secondary fragility fractures. A systematic review was conducted to evaluate the association between multidisciplinary care systems and several outcomes in patients with a fragility fracture in the context of the development of the Italian Guidelines. METHODS PubMed, Embase, and the Cochrane Library were investigated up to December 2020 to update the search of the Scottish Intercollegiate Guidelines Network. Randomized clinical trials (RCTs) and observational studies that analyzed clinical governance models in patients who had experienced a fragility fracture were eligible. Three authors independently extracted data and appraised the risk of bias in the included studies. The quality of evidence was assessed using the Grading of Recommendations Assessment, Development, and Evaluation methodology. Effect sizes were pooled in a meta-analysis using random-effects models. Primary outcomes were bone mineral density values, antiosteoporotic therapy initiation, adherence to antiosteoporotic medications, subsequent fracture, and mortality risk, while secondary outcomes were quality of life and physical performance. RESULTS Fifteen RCTs and 62 observational studies, ranging from very low to low quality for bone mineral density values, antiosteoporotic initiation, adherence to antiosteoporotic medications, subsequent fracture, mortality, met our inclusion criteria. The implementation of clinical governance models compared to their pre-implementation or standard care/non-attenders significantly improved BMD testing rate, and increased the number of patients who initiated antiosteoporotic therapy and enhanced their adherence to the medications. Moreover, the treatment by clinical governance model respect to standard care/non-attenders significantly reduced the risk of subsequent fracture and mortality. The integrated structure of care enhanced the quality of life and physical function among patients with fragility fractures. CONCLUSIONS Based on our findings, clinicians should promote the management of patients experiencing a fragility fracture through structured and integrated models of care. The task force has formulated appropriate recommendations on the implementation of multidisciplinary care systems in patients with, or at risk of, fragility fractures.
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Affiliation(s)
- L Cianferotti
- Italian Bone Disease Research Foundation (FIRMO), Florence, Italy
| | - G Porcu
- Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy.
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
| | - R Ronco
- Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy.
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
| | - G Adami
- Rheumatology Unit, University of Verona, Verona, Italy
| | - R Alvaro
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - R Bogini
- Local Health Unit (USL) Umbria, Perugia, Italy
| | - A P Caputi
- Department of Pharmacology, School of Medicine, University of Messina, Sicily, Italy
| | - B Frediani
- Department of Medicine, Surgery and Neurosciences, Rheumatology Unit, University of Siena, Azienda Ospedaliero-Universitaria Senese, Siena, Italy
| | - D Gatti
- Rheumatology Unit, University of Verona, Verona, Italy
| | - S Gonnelli
- Department of Medicine, Surgery and Neuroscience, Policlinico Le Scotte, University of Siena, Siena, Italy
| | - G Iolascon
- Department of Medical and Surgical Specialties and Dentistry, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - A Lenzi
- Department of Experimental Medicine, Sapienza University of Rome, Viale del Policlinico, Rome, Italy
| | - S Leone
- AMICI Onlus, Associazione nazionale per le Malattie Infiammatorie Croniche dell'Intestino, Milan, Italy
| | - R Michieli
- Italian Society of General Medicine and Primary Care (SIMG), Florence, Italy
| | - S Migliaccio
- Department of Movement, Human and Health Sciences, Foro Italico University, Rome, Italy
| | - T Nicoletti
- CnAMC, Coordinamento nazionale delle Associazioni dei Malati Cronici e rari di Cittadinanzattiva, Rome, Italy
| | - M Paoletta
- Department of Medical and Surgical Specialties and Dentistry, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - A Pennini
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - E Piccirilli
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
- Department of Orthopedics and Traumatology, "Policlinico Tor Vergata" Foundation, Rome, Italy
| | - M Rossini
- Rheumatology Unit, University of Verona, Verona, Italy
| | - U Tarantino
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
- Department of Orthopedics and Traumatology, "Policlinico Tor Vergata" Foundation, Rome, Italy
| | - M L Brandi
- Italian Bone Disease Research Foundation (FIRMO), Florence, Italy
| | - G Corrao
- Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - A Biffi
- Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy.
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
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Verdonck C, Willems R, Borgermans L. Implementation and operationalization of Integrated People-Centred Health Services delivery strategies in integrated osteoporosis care (IOC) initiatives: a systematic review. Osteoporos Int 2023; 34:841-865. [PMID: 36695826 DOI: 10.1007/s00198-023-06678-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 01/18/2023] [Indexed: 01/26/2023]
Abstract
Integrated Osteoporosis Care (IOC) has been emerging over the past decade. To support integrated care initiatives, the World Health Organisation (WHO) has developed the Integrated People Centred Health Services (IPCHS) framework, which consists of five interdependent strategies. Five electronic databases (PubMed, Embase, World of Science, CINAHL, and Scopus) were searched for relevant studies published from January 1, 2010 to December 2022. Initiatives implementing collaborative practices and at least two IPCHS strategies were included. Quality assessment was performed using the Effective Public Health Practice Project checklist. Seventy-six publications describing 69 implementations met the inclusion criteria; 90% of them were implemented at the hospital level, and over half focused on secondary fracture prevention. Three implementations captured all five IPCHS strategies, and half applied three. Substrategies targeting individuals as beneficiaries were frequently employed. Substrategies requiring fundamental shifts (e.g., systemic coordination and updating) were seldomly implemented. Substantive heterogeneity in substrategy operationalization was observed. Patient education, standardized care, team-based care, care coordinators, and health care provider training were commonly pursued. IOC interventions have focused mainly on secondary fracture prevention in a hospital setting and have been narrowly operationalized. Future implementation should: employ all five IPCHS strategies; better align programmes, providers, and regulatory frameworks, while adapting funding mechanisms; and operationalize broader and more innovative substrategies.Registration: This review has been registered at the international prospective register of systematic reviews PROSPERO (CRD42021250244).
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Affiliation(s)
- Caroline Verdonck
- Faculty of Medicine and Health Sciences, Ghent University, C. Heymanslaan 10, 9000, Ghent, Belgium.
| | - Ruben Willems
- Faculty of Medicine and Health Sciences, Ghent University, C. Heymanslaan 10, 9000, Ghent, Belgium
| | - Liesbeth Borgermans
- Faculty of Medicine and Health Sciences, Ghent University, C. Heymanslaan 10, 9000, Ghent, Belgium
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7
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Harasym P, Beaupre LA, Juby AG, Kivi P, Majumdar SR, Hanson HM. Cultural Knowledge in Context - People Aged 50 Years and Over Make Sense of a First Fracture and Osteoporosis. J Patient Exp 2023; 10:23743735231151537. [PMID: 36687165 PMCID: PMC9850129 DOI: 10.1177/23743735231151537] [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] [Indexed: 01/19/2023] Open
Abstract
Catch a Break (CaB) is a secondary fracture prevention program that uses medical understandings of osteoporosis to assess first fractures and determine appropriateness for secondary fracture prevention. In this study, we interviewed CaB program participants to identify the understandings that patients themselves used to make sense of first fractures and the osteoporosis suggestion as cause. Semi-structured interviews were conducted with female and male participants of the CaB program in Canada. An interpretive practice approach was used to analyze the data. A random sample of 20 individuals, 12 women, and eight men all aged 50 years and over participated. First fractures were produced as meaningful in the context of osteoporosis only for seniors of very advanced age, and for people of any age with poor nutrition. The trauma events that led to a first fracture were produced as meaningful only if perceived as accidents, and having an active lifestyle was produced as beneficial only for mental health and well-being unrelated to osteoporosis. Cultural knowledge shapes, but does not determine, how individuals make sense of their health and illness experiences. Risk prevention program designers should include patients on the design team and be more aware of the presumptive knowledge used to identify individuals at risk of disease.
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Affiliation(s)
- Patricia Harasym
- Cumming School of Medicine, University of
Calgary, Calgary, Alberta, Canada,Heather M Hanson, Cumming School of
Medicine, University of Calgary, 3D10, 3280 Hospital Drive NW, Calgary, Alberta
T2N 4Z6 Canada.
| | - Lauren A Beaupre
- Department of Physical Therapy, Faculty of Rehabilitation Medicine,
University of
Alberta, Edmonton, Alberta, Canada,Department of Orthopedics, Faculty of Medicine, University of
Alberta, 2J2.00 WC Mackenzie Health Sciences Centre, Edmonton, Alberta, Canada
| | - Angela G Juby
- Department of Medicine, Faculty of Medicine and Dentistry,
University of Alberta, 2J2.00 WC Mackenzie Health Sciences Centre, Edmonton,
Alberta, Canada
| | - Paul Kivi
- Department of Medicine, Faculty of Medicine and Dentistry,
University of Alberta, 2J2.00 WC Mackenzie Health Sciences Centre, Edmonton,
Alberta, Canada
| | - Sumit R Majumdar
- Department of Medicine, Faculty of Medicine and Dentistry,
University of Alberta, 2J2.00 WC Mackenzie Health Sciences Centre, Edmonton,
Alberta, Canada,School of Public Health, University of Alberta, 3-300 Edmonton
Clinic Health Academy, Edmonton, Alberta, Canada
| | - Heather M Hanson
- Cumming School of Medicine, University of
Calgary, Calgary, Alberta, Canada,Provincial Seniors Health and Continuing Care, Alberta Health
Services, Calgary, Alberta, Canada
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8
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Corrao G, Biffi A, Porcu G, Ronco R, Adami G, Alvaro R, Bogini R, Caputi AP, Cianferotti L, Frediani B, Gatti D, Gonnelli S, Iolascon G, Lenzi A, Leone S, Michieli R, Migliaccio S, Nicoletti T, Paoletta M, Pennini A, Piccirilli E, Rossini M, Tarantino U, Brandi ML. Executive summary: Italian guidelines for diagnosis, risk stratification, and care continuity of fragility fractures 2021. Front Endocrinol (Lausanne) 2023; 14:1137671. [PMID: 37143730 PMCID: PMC10151776 DOI: 10.3389/fendo.2023.1137671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/27/2023] [Indexed: 05/06/2023] Open
Abstract
Background Fragility fractures are a major public health concern owing to their worrying and growing burden and their onerous burden upon health systems. There is now a substantial body of evidence that individuals who have already suffered a fragility fracture are at a greater risk for further fractures, thus suggesting the potential for secondary prevention in this field. Purpose This guideline aims to provide evidence-based recommendations for recognizing, stratifying the risk, treating, and managing patients with fragility fracture. This is a summary version of the full Italian guideline. Methods The Italian Fragility Fracture Team appointed by the Italian National Health Institute was employed from January 2020 to February 2021 to (i) identify previously published systematic reviews and guidelines on the field, (ii) formulate relevant clinical questions, (iii) systematically review literature and summarize evidence, (iv) draft the Evidence to Decision Framework, and (v) formulate recommendations. Results Overall, 351 original papers were included in our systematic review to answer six clinical questions. Recommendations were categorized into issues concerning (i) frailty recognition as the cause of bone fracture, (ii) (re)fracture risk assessment, for prioritizing interventions, and (iii) treatment and management of patients experiencing fragility fractures. Six recommendations were overall developed, of which one, four, and one were of high, moderate, and low quality, respectively. Conclusions The current guidelines provide guidance to support individualized management of patients experiencing non-traumatic bone fracture to benefit from secondary prevention of (re)fracture. Although our recommendations are based on the best available evidence, questionable quality evidence is still available for some relevant clinical questions, so future research has the potential to reduce uncertainty about the effects of intervention and the reasons for doing so at a reasonable cost.
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Affiliation(s)
- Giovanni Corrao
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
- *Correspondence: Giovanni Corrao, ; Maria Luisa Brandi,
| | - Annalisa Biffi
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Gloria Porcu
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Raffaella Ronco
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
| | | | - Rosaria Alvaro
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | | | | | - Luisella Cianferotti
- Italian Bone Disease Research Foundation, Fondazione Italiana Ricerca sulle Malattie dell’Osso (FIRMO), Florence, Italy
| | - Bruno Frediani
- Department of Medicine, Surgery and Neurosciences, Rheumatology Unit, University of Siena, Azienda Ospedaliero-Universitaria Senese, Siena, Italy
| | - Davide Gatti
- Rheumatology Unit, University of Verona, Verona, Italy
| | - Stefano Gonnelli
- Department of Medicine, Surgery and Neuroscience, Policlinico Le Scotte, University of Siena, Siena, Italy
| | - Giovanni Iolascon
- Department of Medical and Surgical Specialties and Dentistry, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Andrea Lenzi
- Department of Experimental Medicine, Sapienza University of Rome, Viale del Policlinico, Rome, Italy
| | - Salvatore Leone
- AMICI Onlus, Associazione Nazionale per le Malattie Infiammatorie Croniche dell’Intestino, Milan, Italy
| | - Raffaella Michieli
- Italian Society of General Medicine and Primary Care Società Italiana di Medicina Generale e delle cure primarie (SIMG), Florence, Italy
| | - Silvia Migliaccio
- Department of Movement, Human and Health Sciences, Foro Italico University, Rome, Italy
| | - Tiziana Nicoletti
- CnAMC, Coordinamento nazionale delle Associazioni dei Malati Cronici e rari di Cittadinanzattiva, Rome, Italy
| | - Marco Paoletta
- Department of Medical and Surgical Specialties and Dentistry, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Annalisa Pennini
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Eleonora Piccirilli
- Department of Clinical Sciences and Translational Medicine, University of Rome “Tor Vergata”, Rome, Italy
- Department of Orthopedics and Traumatology, “Policlinico Tor Vergata” Foundation, Rome, Italy
| | | | - Umberto Tarantino
- Department of Clinical Sciences and Translational Medicine, University of Rome “Tor Vergata”, Rome, Italy
- Department of Orthopedics and Traumatology, “Policlinico Tor Vergata” Foundation, Rome, Italy
| | - Maria Luisa Brandi
- Italian Bone Disease Research Foundation, Fondazione Italiana Ricerca sulle Malattie dell’Osso (FIRMO), Florence, Italy
- *Correspondence: Giovanni Corrao, ; Maria Luisa Brandi,
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9
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McCloskey EV, Chotiyarnwong P, Harvey NC, Lorentzon M, Kanis JA. Population screening for fracture risk in postmenopausal women - a logical step in reducing the osteoporotic fracture burden? Osteoporos Int 2022; 33:1631-1637. [PMID: 35763073 DOI: 10.1007/s00198-022-06419-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 05/03/2022] [Indexed: 01/05/2023]
Affiliation(s)
- E V McCloskey
- Mellanby Centre for Musculoskeletal Research, MRC Versus Arthritis Centre for Integrated Research in Musculoskeletal Ageing, Department of Oncology & Metabolism, University of Sheffield, Sheffield, UK.
- Centre for Metabolic Bone Diseases, University of Sheffield, Sheffield, UK.
| | - P Chotiyarnwong
- Mellanby Centre for Musculoskeletal Research, MRC Versus Arthritis Centre for Integrated Research in Musculoskeletal Ageing, Department of Oncology & Metabolism, University of Sheffield, Sheffield, UK
- Department of Orthopaedic Surgery, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - N C Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - M Lorentzon
- University of Gothenburg, Gothenburg, Sweden
- Australian Catholic University, Melbourne, Australia
| | - J A Kanis
- Centre for Metabolic Bone Diseases, University of Sheffield, Sheffield, UK
- Australian Catholic University, Melbourne, Australia
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10
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Okuda R, Osaki M, Saeki Y, Okano T, Tsuda K, Nakamura T, Morio Y, Nagashima H, Hagino H. Effect of coordinator-based osteoporosis intervention on quality of life in patients with fragility fractures: a prospective randomized trial. Osteoporos Int 2022; 33:1445-1455. [PMID: 35195752 DOI: 10.1007/s00198-021-06279-6] [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: 06/16/2021] [Accepted: 12/17/2021] [Indexed: 10/19/2022]
Abstract
UNLABELLED We examined the effects of the coordinator-based intervention on quality of life (QOL) in the aftermath of a fragility fracture, as well as factors predictive of post-fracture QOL. The coordinator-based interventions mitigated the decrease in QOL. Secondary fracture after primary fracture, however, was a significant predictor of lower QOL. PURPOSE This study aimed to determine the effects of the coordinator-based intervention on QOL in the aftermath of a fragility fracture, as well as factors predictive of post-fracture QOL, in an Asian population. METHODS Patients with new fractures in the intervention group received the coordinator-based intervention by a designated nurse certified as a coordinator, within 3 months of injury. QOL was evaluated using the Japanese version of the EuroQol 5 Dimension 5 Level (EQ-5D-5L) scale before the fracture (through patient recollections) and at 0.5, 1, and 2 years after the primary fracture. RESULTS Data for 141 patients were analyzed: 70 in the liaison intervention (LI) group and 71 in the non-LI group. Significant intervention effects on QOL were observed at 6 months after the fracture; the QOL score was 0.079 points higher in the LI group than in the non-LI group (p=0.019). Further, the LI group reported significantly less pain/discomfort at 2 years after the fracture, compared to the non-LI group (p=0.037). In addition, secondary fractures were found to significantly prevent improvement and maintenance of QOL during the recovery period (p=0.015). CONCLUSION Short-term intervention effects were observable 6 months after the primary fracture, with the LI group mitigated the decrease in QOL. Few patients in the LI group reported pain/discomfort 2 years after the fracture, but there is uncertainty regarding its clinical significance. Secondary fracture after initial injury was a significant predictor of lower QOL after a fracture.
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Affiliation(s)
- R Okuda
- School of Health Science, Faculty of Medicine, Tottori University, 86 Nishi-Cho, Yonago, Tottori, 683-8503, Japan.
| | - M Osaki
- Rehabilitation Division, Tottori University Hospital, Yonago, Tottori, Japan
| | - Y Saeki
- Orthopedic Surgery Hospital Ward, Tottori University Hospital, Yonago, Tottori, Japan
| | - T Okano
- Department of Orthopedic Surgery, San-in Rosai Hospital, Yonago, Tottori, Japan
| | - K Tsuda
- Department of Orthopedic Surgery, Saiseikai Sakaiminato General Hospital, Sakaiminato, Tottori, Japan
| | - T Nakamura
- Department of Orthopedic Surgery, Hakuai Hospital, Yonago, Tottori, Japan
| | - Y Morio
- Department of Orthopedic Surgery, Misasa Onsen Hospital, Misasa, Tottori, Japan
| | - H Nagashima
- Department of Orthopedic Surgery, Tottori University, Yonago, Tottori, Japan
| | - H Hagino
- School of Health Science, Faculty of Medicine, Tottori University, 86 Nishi-Cho, Yonago, Tottori, 683-8503, Japan
- Rehabilitation Division, Tottori University Hospital, Yonago, Tottori, Japan
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11
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Chotiyarnwong P, McCloskey EV, Harvey NC, Lorentzon M, Prieto-Alhambra D, Abrahamsen B, Adachi JD, Borgström F, Bruyere O, Carey JJ, Clark P, Cooper C, Curtis EM, Dennison E, Diaz-Curiel M, Dimai HP, Grigorie D, Hiligsmann M, Khashayar P, Lewiecki EM, Lips P, Lorenc RS, Ortolani S, Papaioannou A, Silverman S, Sosa M, Szulc P, Ward KA, Yoshimura N, Kanis JA. Is it time to consider population screening for fracture risk in postmenopausal women? A position paper from the International Osteoporosis Foundation Epidemiology/Quality of Life Working Group. Arch Osteoporos 2022; 17:87. [PMID: 35763133 PMCID: PMC9239944 DOI: 10.1007/s11657-022-01117-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 05/03/2022] [Indexed: 02/03/2023]
Abstract
The IOF Epidemiology and Quality of Life Working Group has reviewed the potential role of population screening for high hip fracture risk against well-established criteria. The report concludes that such an approach should strongly be considered in many health care systems to reduce the burden of hip fractures. INTRODUCTION The burden of long-term osteoporosis management falls on primary care in most healthcare systems. However, a wide and stable treatment gap exists in many such settings; most of which appears to be secondary to a lack of awareness of fracture risk. Screening is a public health measure for the purpose of identifying individuals who are likely to benefit from further investigations and/or treatment to reduce the risk of a disease or its complications. The purpose of this report was to review the evidence for a potential screening programme to identify postmenopausal women at increased risk of hip fracture. METHODS The approach took well-established criteria for the development of a screening program, adapted by the UK National Screening Committee, and sought the opinion of 20 members of the International Osteoporosis Foundation's Working Group on Epidemiology and Quality of Life as to whether each criterion was met (yes, partial or no). For each criterion, the evidence base was then reviewed and summarized. RESULTS AND CONCLUSION The report concludes that evidence supports the proposal that screening for high fracture risk in primary care should strongly be considered for incorporation into many health care systems to reduce the burden of fractures, particularly hip fractures. The key remaining hurdles to overcome are engagement with primary care healthcare professionals, and the implementation of systems that facilitate and maintain the screening program.
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Affiliation(s)
- P Chotiyarnwong
- Department of Oncology & Metabolism, Mellanby Centre for Musculoskeletal Research, MRC Versus Arthritis Centre for Integrated Research in Musculoskeletal Ageing, University of Sheffield, Sheffield, UK
- Department of Orthopaedic Surgery, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - E V McCloskey
- Department of Oncology & Metabolism, Mellanby Centre for Musculoskeletal Research, MRC Versus Arthritis Centre for Integrated Research in Musculoskeletal Ageing, University of Sheffield, Sheffield, UK.
- Centre for Metabolic Bone Diseases, Northern General Hospital, University of Sheffield, Herries Road, Sheffield, S5 7AU, UK.
| | - N C Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - M Lorentzon
- University of Gothenburg, Gothenburg, Sweden
- Australian Catholic University, Melbourne, Australia
| | - D Prieto-Alhambra
- Oxford NIHR Biomedical Research Centre, University of Oxford, Windmill Road, Oxford, OX3 7LD, UK
- GREMPAL (Grup de Recerca en Malalties Prevalents de L'Aparell Locomotor) Research Group, CIBERFes and Idiap Jordi Gol Primary Care Research Institute, Universitat Autònoma de Barcelona and Instituto de Salud Carlos III, Gran Via de Les Corts Catalanes, 591 Atico, 08007, Barcelona, Spain
| | - B Abrahamsen
- Department of Clinical Research, Odense Patient Data Exploratory Network, University of Southern Denmark, Odense, Denmark
- Department of Medicine, Holbæk Hospital, Holbæk, Denmark
| | - J D Adachi
- Department of Medicine, Michael G DeGroote School of Medicine, St Joseph's Healthcare-McMaster University, Hamilton, ON, Canada
| | - F Borgström
- Quantify Research, Stockholm, Sweden
- Department of Learning, Informatics, Management and Ethics (LIME), Karolinska Institutet, Stockholm, Sweden
| | - O Bruyere
- WHO Collaborating Center for Public Health Aspects of Musculo-Skeletal Health and Ageing, Division of Public Health, Epidemiology and Health Economics, University of Liège, Liège, Belgium
| | - J J Carey
- School of Medicine, National University of Ireland Galway, Galway, Ireland
- Department of Rheumatology, Galway University Hospitals, Galway, Ireland
| | - P Clark
- Clinical Epidemiology Unit of Hospital Infantil de México Federico Gómez-Faculty of Medicine, Universidad Nacional Autónoma de México, UNAM, Mexico City, Mexico
| | - C Cooper
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - E M Curtis
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - E Dennison
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - M Diaz-Curiel
- Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - H P Dimai
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | - D Grigorie
- Carol Davila University of Medicine, Bucharest, Romania
- Department of Endocrinology & Bone Metabolism, National Institute of Endocrinology, Bucharest, Romania
| | - M Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
| | - P Khashayar
- Center for Microsystems Technology, Imec and Ghent University, 9050, Ghent, Belgium
| | - E M Lewiecki
- New Mexico Clinical Research & Osteoporosis Center, Albuquerque, NM, USA
| | - P Lips
- Department of Internal Medicine, Endocrine Section & Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - R S Lorenc
- Multidisciplinary Osteoporosis Forum, SOMED, Warsaw, Poland
| | - S Ortolani
- IRCCS Istituto Auxologico, UO Endocrinologia E Malattie del Metabolismo, Milano, Italy
| | - A Papaioannou
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- GERAS Centre for Aging Research, Hamilton, ON, Canada
| | - S Silverman
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - M Sosa
- Bone Metabolic Unit, University of Las Palmas de Gran Canaria, Hospital University Insular, Las Palmas, Gran Canaria, Spain
| | - P Szulc
- INSERM UMR 1033, University of Lyon, Hôpital Edouard Herriot, Lyon, France
| | - K A Ward
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - N Yoshimura
- Department of Preventive Medicine for Locomotive Organ Disorders, 22Nd Century Medical and Research Center, University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - J A Kanis
- Centre for Metabolic Bone Diseases, Northern General Hospital, University of Sheffield, Herries Road, Sheffield, S5 7AU, UK
- Australian Catholic University, Melbourne, Australia
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12
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The Effectiveness of Fracture Liaison Services in Improving Fragility Fracture Outcomes. CURRENT TREATMENT OPTIONS IN RHEUMATOLOGY 2022. [DOI: 10.1007/s40674-021-00190-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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13
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Adami G, Fassio A, Gatti D, Viapiana O, Benini C, Danila MI, Saag KG, Rossini M. Osteoporosis in 10 years time: a glimpse into the future of osteoporosis. Ther Adv Musculoskelet Dis 2022; 14:1759720X221083541. [PMID: 35342458 PMCID: PMC8941690 DOI: 10.1177/1759720x221083541] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 02/07/2022] [Indexed: 12/21/2022] Open
Abstract
Patients living with osteoporosis are projected to increase dramatically in the
next decade. Alongside the forecasted increased societal and economic burden, we
will live a crisis of fractures. However, we will have novel pharmacological
treatment to face this crisis and, more importantly, new optimized treatment
strategies. Fracture liaison services will be probably implemented on a large
scale worldwide, helping to prevent additional fractures in high-risk patients.
In the next decade, novel advances in the diagnostic tools will be largely
available. Moreover, new and more precise fracture risk assessment tools will
change our ability to detect patients at high risk of fractures. Finally, big
data and artificial intelligence will help us to move forward into the world of
precision medicine. In the present review, we will discuss the future
epidemiology and costs of osteoporosis, the advances in early and accurate
diagnosis of osteoporosis, with a special focus on biomarkers and imaging tools.
Then we will examine new and refined fracture risk assessment tools, the role of
fracture liaison services, and a future perspective on osteoporosis
treatment.
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Affiliation(s)
- Giovanni Adami
- Rheumatology Unit, University of Verona, Pz Scuro 10, 37134 Verona, Italy
| | - Angelo Fassio
- Rheumatology Unit, University of Verona, Verona, Italy
| | - Davide Gatti
- Rheumatology Unit, University of Verona, Verona, Italy
| | | | | | - Maria I. Danila
- Division of Clinical Immunology and Rheumatology, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kenneth G. Saag
- Division of Clinical Immunology and Rheumatology, The University of Alabama at Birmingham, Birmingham, AL, USA
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14
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Hung TNK, Le NQK, Le NH, Tuan LV, Nguyen TP, Thi C, Kang JH. An AI-based prediction model for drug-drug interactions in osteoporosis and Paget's diseases from SMILES. Mol Inform 2022; 41:e2100264. [PMID: 34989149 DOI: 10.1002/minf.202100264] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 01/05/2022] [Indexed: 11/06/2022]
Abstract
Referring to common skeletal-related diseases, osteoporosis and Paget's are two of the most frequently found diseases in the elderly. Nowadays, the combination of multiple drugs is the optimal therapy to decelerate osteoporosis and Paget's pathologic process, which contains various underlying adverse effects due to drug-drug interactions (DDIs). Artificial intelligence (AI) has the potential to evaluate the interaction, pharmacodynamics, and possible side effects between drugs. In this research, we created an AI-based machine-learning model to predict the outcomes of interactions between drugs used for osteoporosis and Paget's treatment, furthermore, to mitigate cost and time in implementing the best combination of medications in clinical practice. Our dataset was collected from the DrugBank database, and we then extracted a variety of chemical features from the simplified molecular-input line-entry system (SMILES) of defined drug pairs that interact with each other. Finally, machine-learning algorithms have been implemented to learn the extracted features. Our stack ensemble model from Random Forest and XGBoost reached an average accuracy of 74% in predicting DDIs. It was superior to individual models and previous methods in most measurement metrics. This study showed the potential of AI models in predicting DDIs of Osteoporosis-Paget's disease in particular, and other diseases in general.
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Affiliation(s)
| | | | | | | | | | - Cao Thi
- University of Medicine and Pharmacy at Ho Chi Minh City, VIET NAM
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15
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Javaid MK. Efficacy and efficiency of fracture liaison services to reduce the risk of recurrent osteoporotic fractures. Aging Clin Exp Res 2021; 33:2061-2067. [PMID: 34047929 PMCID: PMC8302543 DOI: 10.1007/s40520-021-01844-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 03/19/2021] [Indexed: 12/15/2022]
Abstract
Background Acting to prevent the next fracture after a sentinel fracture is support by the evidence base and brings benefits for patients, clinicians and healthcare systems. However, more patients after a fragility fracture remain untreated and vulnerable to future potentially life-changing fractures. Fracture liaison services (FLS) are models of care that can close this care gap. Methods A narrative review of the key evidence for the efficacy and effectiveness of FLS was performed Results There are few randomised control trials of FLSs and none with fracture as the primary outcome. Several observational studies have also demonstrated reductions in fracture, but most were limited by potential bias. Several studies have highlighted that not every FLS is automatically effective. Conclusion Further research should focus on implementing effective FLS using published standards and only then exploring impacts on patient outcomes such as refracture rates.
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Affiliation(s)
- M K Javaid
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
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16
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Sanders E, Dobransky J, Cheaitani L, Harris N, Liew A, Papp S, Grammatopoulos G. Preventing hip fractures with multidisciplinary teams: a Canadian perspective. Can J Surg 2021; 64:E310-E316. [PMID: 34038059 PMCID: PMC8327994 DOI: 10.1503/cjs.014219] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Fragility fractures (FFs) are low-energy trauma fractures that occur at or below standing height. Among FFs, hip fractures are associated with the greatest morbidity, mortality and cost to Canadian health care systems. This review highlights the current state of medical care for hip fractures in Canada, with specific focus on the role of the multidisciplinary team. Gaps in care exist, as FFs represent a unique challenge requiring both acute and chronic management. Furthermore, there is a lack of ownership of FFs by a medical specialty. These gaps can be addressed through the use of multidisciplinary teams, which have been shown to be efficacious and cost-effective. This model of care also addresses numerous patient-identified barriers to treatment, including inadequate patient counselling. However, there is still room for improvement in both the identification of patients at risk for hip fracture and patient adherence to therapy.
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Affiliation(s)
- Ethan Sanders
- From the Faculty of Medicine, University of Toronto, Toronto, Ont. (Sanders); the Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ont. (Dobransky, Liew, Papp, Harris, Grammatopoulos); and the Faculty of Health Sciences, University of Ottawa, Ottawa, Ont. (Cheaitani)
| | - Johanna Dobransky
- From the Faculty of Medicine, University of Toronto, Toronto, Ont. (Sanders); the Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ont. (Dobransky, Liew, Papp, Harris, Grammatopoulos); and the Faculty of Health Sciences, University of Ottawa, Ottawa, Ont. (Cheaitani)
| | - Lara Cheaitani
- From the Faculty of Medicine, University of Toronto, Toronto, Ont. (Sanders); the Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ont. (Dobransky, Liew, Papp, Harris, Grammatopoulos); and the Faculty of Health Sciences, University of Ottawa, Ottawa, Ont. (Cheaitani)
| | - Nicole Harris
- From the Faculty of Medicine, University of Toronto, Toronto, Ont. (Sanders); the Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ont. (Dobransky, Liew, Papp, Harris, Grammatopoulos); and the Faculty of Health Sciences, University of Ottawa, Ottawa, Ont. (Cheaitani)
| | - Allan Liew
- From the Faculty of Medicine, University of Toronto, Toronto, Ont. (Sanders); the Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ont. (Dobransky, Liew, Papp, Harris, Grammatopoulos); and the Faculty of Health Sciences, University of Ottawa, Ottawa, Ont. (Cheaitani)
| | - Steven Papp
- From the Faculty of Medicine, University of Toronto, Toronto, Ont. (Sanders); the Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ont. (Dobransky, Liew, Papp, Harris, Grammatopoulos); and the Faculty of Health Sciences, University of Ottawa, Ottawa, Ont. (Cheaitani)
| | - George Grammatopoulos
- From the Faculty of Medicine, University of Toronto, Toronto, Ont. (Sanders); the Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ont. (Dobransky, Liew, Papp, Harris, Grammatopoulos); and the Faculty of Health Sciences, University of Ottawa, Ottawa, Ont. (Cheaitani)
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17
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Pasquale MK, Sheer RL, Yehoshua A, McFadden A, Chines A, Caloyeras J. Evaluation of an Osteoporosis Outreach Program for Men With a Fragility Fracture and Their Physicians. Med Care 2021; 59:148-154. [PMID: 33273290 PMCID: PMC7899217 DOI: 10.1097/mlr.0000000000001459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Many health plans have outreach programs aimed at appropriately screening, evaluating, and treating women experiencing fragility fractures; however, few programs exist for men. OBJECTIVE The objective of this study was to develop, implement, and evaluate an osteoporosis outreach program for men with a recent fragility fracture and their physicians. RESEARCH DESIGN AND SUBJECTS A total of 10,934 male patients enrolled in a Medicare Advantage with Prescription Drug Plan with a recent fragility fracture were randomized to a program or control group. Patients and their physicians received letters followed by phone calls on osteoporosis and the importance of screening and treatment. The evaluation compared bone mineral density (BMD) test utilization and osteoporosis medication treatment (OPT) among patients who received the outreach versus no outreach at 12 months. The effect of the program was estimated through univariate and multivariable logistic regressions. RESULTS The program had a significant impact on BMD evaluation and OPT initiation. At 12 months, 10.7% of participants and 4.9% of nonparticipants received a BMD evaluation. The odds ratio (OR) (95% confidence interval) was 2.31 (1.94, 2.76), and the number needed to outreach to receive a BMD test was 18. OPT was initiated in 4.0% of participants and 2.5% of nonparticipants. The OR (95% confidence interval) of receiving OPT was 1.60 (1.24, 2.07), and the number needed to outreach was 69. Adjusted ORs were similar in magnitude and significance. CONCLUSION The program was highly effective by more than doubling the rate of BMD evaluation; however, more intensive interventions may yield an even higher screening rate.
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18
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Roux C, Briot K. The crisis of inadequate treatment in osteoporosis. THE LANCET. RHEUMATOLOGY 2020; 2:e110-e119. [PMID: 38263657 DOI: 10.1016/s2665-9913(19)30136-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 11/27/2019] [Accepted: 11/27/2019] [Indexed: 01/25/2024]
Abstract
The number of fractures related to osteoporosis is expected to increase dramatically in the next few decades because of an increase in the number of elderly patients at high risk of falls and fractures. Developments in the diagnosis and treatment of osteoporosis might change our strategies for management of patients with osteoporosis: the imminent risk of fracture concept, the issue of how to correctly sequence treatment, the potential effectiveness of screening, and goal-directed treatment strategies. Despite advances, few patients receive appropriate treatment for osteoporosis, even after a fracture. The crisis in the treatment of osteoporosis is related to several factors, including the fears and beliefs that patients and physicians have about the adverse effects of treatments. Strategies to address this crisis pose a considerable challenge; nonetheless, prevention of fragility fractures is within our reach. To that end, careful selection of patients at high risk of fracture, selection of the best therapeutic strategy, and accurate communication about fracture risk and bone fragility must be improved.
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Affiliation(s)
- Christian Roux
- Université de Paris, Centre de Recherche Epidémiologie et Statistiques, Unité Mixte de Recherche 1153, Institut National de la Santé et de la Recherche Médicale, Paris, France; Service de Rhumatologie, Assistance Publique-Hopitaux de Paris, Hospital Cochin, Paris, France.
| | - Karine Briot
- Université de Paris, Centre de Recherche Epidémiologie et Statistiques, Unité Mixte de Recherche 1153, Institut National de la Santé et de la Recherche Médicale, Paris, France; Service de Rhumatologie, Assistance Publique-Hopitaux de Paris, Hospital Cochin, Paris, France
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19
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Making sure the first osteoporotic fracture is also the last. Joint Bone Spine 2020; 87:9-11. [DOI: 10.1016/j.jbspin.2019.06.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2019] [Indexed: 11/21/2022]
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20
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Mitchell PJ, Cooper C, Fujita M, Halbout P, Åkesson K, Costa M, Dreinhöfer KE, Marsh DR, Lee JK, Chan DCD, Javaid MK. Quality Improvement Initiatives in Fragility Fracture Care and Prevention. Curr Osteoporos Rep 2019; 17:510-520. [PMID: 31734907 DOI: 10.1007/s11914-019-00544-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE OF REVIEW This review sought to describe quality improvement initiatives in fragility fracture care and prevention. RECENT FINDINGS A major care gap persists throughout the world in the secondary prevention of fragility fractures. Systematic reviews have confirmed that the Fracture Liaison Service (FLS) model of care is associated with significant improvements in rates of bone mineral density testing, initiation of osteoporosis treatment and adherence with treatment for individuals who sustain fragility fractures. Further, these improvements in the processes of care resulted in significant reductions in refracture risk and lower post-fracture mortality. The primary challenge facing health systems now is to ensure that best practice is delivered effectively in the local healthcare setting. Publication of clinical standards for FLS at the organisational and patient level in combination with the establishment of national registries has provided a mechanism for FLS to benchmark and improve their performance. Major efforts are ongoing at the global, regional and national level to improve the acute care, rehabilitation and secondary prevention for individuals who sustain fragility fractures. Active participation in these initiatives has the potential to eliminate current care gaps in the coming decade.
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Affiliation(s)
- Paul J Mitchell
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
- School of Medicine, Sydney Campus, The University of Notre Dame Australia, 140 Broadway, Sydney, NSW, 2007, Australia.
- Fragility Fracture Network, c/o MCI Schweiz AG, Schaffhauserstrasse 550, 8052, Zürich, Switzerland.
| | - Cyrus Cooper
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
- NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
- International Osteoporosis Foundation, 9 rue Juste-Olivier, CH-1260, Nyon, Switzerland
| | - Masaki Fujita
- International Osteoporosis Foundation, 9 rue Juste-Olivier, CH-1260, Nyon, Switzerland
| | - Philippe Halbout
- International Osteoporosis Foundation, 9 rue Juste-Olivier, CH-1260, Nyon, Switzerland
| | - Kristina Åkesson
- International Osteoporosis Foundation, 9 rue Juste-Olivier, CH-1260, Nyon, Switzerland
- Department of Orthopaedics, Skane University Hospital, Malmö, Sweden
- Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Matthew Costa
- Fragility Fracture Network, c/o MCI Schweiz AG, Schaffhauserstrasse 550, 8052, Zürich, Switzerland
- Oxford Trauma, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Karsten E Dreinhöfer
- Fragility Fracture Network, c/o MCI Schweiz AG, Schaffhauserstrasse 550, 8052, Zürich, Switzerland
- Department of Musculoskeletal Rehabilitation, Prevention and Health Service Research, Center for Sport Science and Sport Medicine (CSSB), Center for Musculoskeletal Surgery (CMSC), Charité Universitätsmedizin, Berlin, Germany
- Department of Orthopedics and Traumatology, Medical Park Berlin Humboldtmühle, Berlin, Germany
| | - David R Marsh
- Fragility Fracture Network, c/o MCI Schweiz AG, Schaffhauserstrasse 550, 8052, Zürich, Switzerland
- University College London, Gower St, Bloomsbury, London, WC1E 6BT, UK
| | - Joon-Kiong Lee
- Department of Orthopedic Surgery, Beacon International Specialist Centre, Petaling Jaya, Selangor, Malaysia
- Advanced Neuroscience and Orthopedic Centre (ANOC), Kuala Lumpur, Malaysia
| | - Ding-Cheng Derrick Chan
- Department of Geriatrics and Gerontology and Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Superintendent Office, Chutung Branch, National Taiwan University Hospital, Hsinchu County, Taiwan
| | - M Kassim Javaid
- NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
- International Osteoporosis Foundation, 9 rue Juste-Olivier, CH-1260, Nyon, Switzerland
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21
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Majumdar SR, Lier DA, McAlister FA, Johnson JA, Rowe BH, Beaupre LA. Cost-Effectiveness of Osteoporosis Interventions to Improve Quality of Care After Upper Extremity Fracture: Results From a Randomized Trial (C-STOP Trial). J Bone Miner Res 2019; 34:1220-1228. [PMID: 30779861 DOI: 10.1002/jbmr.3699] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 01/18/2019] [Accepted: 02/10/2019] [Indexed: 01/13/2023]
Abstract
We assessed the cost-effectiveness of two models of osteoporosis care after upper extremity fragility fracture using a high-intensity Fracture Liaison Service (FLS) Case-Manager intervention versus a low-intensity FLS (ie, Active Control), and both relative to usual care. This analysis used data from a pragmatic patient-level parallel-arm comparative effectiveness trial of 361 community-dwelling participants 50 years or older with upper extremity fractures undertaken at a Canadian academic hospital. We used a decision-analytic Markov model to evaluate the cost-effectiveness of the three treatment alternatives. The perspective was health service payer; the analytical horizon was lifetime; costs and health outcomes were discounted by 3%. Costs were expressed in 2016 Canadian dollars (CAD) and the health effect was measured by quality adjusted life years (QALYs). The average age of enrolled patients was 63 years and 89% were female. Per patient cost of the Case Manager and Active Control interventions were $66CAD and $18CAD, respectively. Compared to the Active Control, the Case Manager saved $333,000, gained seven QALYs, and averted nine additional fractures per 1000 patients. Compared to usual care, the Case Manager saved $564,000, gained 14 QALYs, and incurred 18 fewer fractures per 1000 patients, whereas the Active Control saved $231,000, gained seven QALYs, and incurred nine fewer fractures per 1000 patients. Although both interventions dominated usual care, the Case Manager intervention also dominated the Active Control. In 5000 probabilistic simulations, the probability that the Case Manager intervention was cost-effective was greater than 75% whereas the Active Control intervention was cost-effective in less than 20% of simulations. In summary, although the adoption of either of these approaches into clinical settings should lead to cost savings, reduced fractures, and increased quality-adjusted life for older adults following upper extremity fracture, the Case Manager intervention would be the most likely to be cost-effective. © 2019 American Society for Bone and Mineral Research.
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Affiliation(s)
- Sumit R Majumdar
- Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Douglas A Lier
- Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | | | - Jeffrey A Johnson
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Brian H Rowe
- Department of Emergency Medicine, University of Alberta, Edmonton, AB, Canada
| | - Lauren A Beaupre
- Department of Physical Therapy, University of Alberta, Edmonton, AB, Canada
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McAlister FA, Ye C, Beaupre LA, Rowe BH, Johnson JA, Bellerose D, Hassan I, Majumdar SR. Adherence to osteoporosis therapy after an upper extremity fracture: a pre-specified substudy of the C-STOP randomized controlled trial. Osteoporos Int 2019; 30:127-134. [PMID: 30232538 DOI: 10.1007/s00198-018-4702-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 09/11/2018] [Indexed: 11/28/2022]
Abstract
UNLABELLED Despite their proven efficacy for secondary fracture prevention, long-term adherence with oral bisphosphonates is poor. INTRODUCTION To compare the effectiveness of two interventions on long-term oral bisphosphonate adherence after an upper extremity fragility fracture. METHODS Community-dwelling participants 50 years or older with upper extremity fragility fractures not previously treated with bisphosphonates were randomized to either a multi-faceted patient and physician educational intervention (the active control arm) vs. a nurse-led case manager (the study arm). Primary outcome was adherence (taking > 80% of prescribed doses) with prescribed oral bisphosphonates at 12 months postfracture between groups; secondary outcomes included rates of primary non-adherence and 24-month adherence. We also compared quality of life between adherent and non-adherent patients. RESULTS By 12 months, adherence with the initially prescribed bisphosphonate was similar (p = 0.96) in both groups: 38/48 (79.2%) in the educational intervention group vs. 66/83 (79.5%) in the case manager arm. By 24 months, adherence rates were 67% (32/48) in the educational intervention group vs. 53% (43/81) in case managed patients (p = 0.13). Primary non-adherence was 6% (11 patients) in the educational intervention group and 12% (21 patients) in the case managed group (p = 0.07). Prior family history of osteoporosis (aOR 2.1, 95% CI 1.0 to 4.4) and being satisfied with current medical care (aOR 2.3, 95% CI 1.1 to 4.8) were associated with better adherence while lower income (aOR 0.2, 95% CI 0.1 to 0.6, for patients with income < $30,000 per annum) was associated with poorer rates of adherence. There were no differences in health-related quality of life scores at baseline or during follow-up between patients who were adherent and those who were not. CONCLUSION While both interventions achieved higher oral bisphosphonate adherence compared to previously reported adherence rates in the general population, primary non-adherence and long-term adherence to bisphosphonates were similar in both arms. Adherence was influenced by family history of osteoporosis, satisfaction with current medical care, and income. TRIAL REGISTRATION ClinicalTrials.gov : NCT01401556.
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Affiliation(s)
- F A McAlister
- Department of Medicine, University of Alberta, Edmonton, Canada.
- Clinical Sciences Building, University of Alberta, 11350 83 Avenue, Edmonton, Alberta, T6G 2G3, Canada.
| | - C Ye
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - L A Beaupre
- Department of Physical Therapy, University of Alberta, Edmonton, Canada
| | - B H Rowe
- Department of Emergency Medicine, University of Alberta, Edmonton, Canada
| | - J A Johnson
- School of Public Health, University of Alberta, Edmonton, Canada
| | - D Bellerose
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - I Hassan
- EPICORE Centre, Department of Medicine, University of Alberta, Edmonton, Canada
| | - S R Majumdar
- Department of Medicine, University of Alberta, Edmonton, Canada
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