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Hayes KN, Oganisian A, Kiel DP. Improving the value and interpretation of observational studies comparing treatment effects of osteoporosis medications depends on standardized reporting of methods. J Bone Miner Res 2024; 39:807-809. [PMID: 39068509 DOI: 10.1093/jbmr/zjae099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/04/2024] [Accepted: 07/01/2024] [Indexed: 07/30/2024]
Affiliation(s)
- Kaleen N Hayes
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI 02903, United States
- Center of Innovation in Long-Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, RI 02908, United States
| | - Arman Oganisian
- Department of Biostatistics, Brown University School of Public Health, Providence, RI 02903, United States
| | - Douglas P Kiel
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA 02131, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA 02115, United States
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Hayes KN, Cadarette SM, Burden AM. Methodological guidance for the use of real-world data to measure exposure and utilization patterns of osteoporosis medications. Bone Rep 2024; 20:101730. [PMID: 38145014 PMCID: PMC10733639 DOI: 10.1016/j.bonr.2023.101730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 12/01/2023] [Accepted: 12/03/2023] [Indexed: 12/26/2023] Open
Abstract
Observational studies of osteoporosis medications can provide critical real-world evidence (RWE) that fills knowledge gaps left by clinical trials. However, careful consideration of study design is needed to yield reliable estimates of association. In particular, obtaining valid measurements of exposure to osteoporosis medications from real-world data (RWD) sources is complicated due to different medication classes, formulations, and routes of administration, each with different pharmacology. Extended half-lives of bisphosphonates and extended dosing of denosumab and zoledronic acid require particular attention. In addition, prescribing patterns and medication taking behavior often result in gaps in therapy, switching, and concomitant use of osteoporosis therapies. In this review, we present important considerations and provide specialized guidance for measuring osteoporosis drug exposures in RWD. First, we compare different sources of RWD used for osteoporosis drug studies and provide guidance on identifying osteoporosis medication use in these data sources. Next, we provide an overview of osteoporosis pharmacology and how it can influence decisions on exposure measurement within RWD. Finally, we present considerations for the measurement of osteoporosis medication exposure, adherence, switching, long-term exposures, and drug holidays using RWD. Ultimately, a thorough understanding of the differences in RWD sources and the pharmacology of osteoporosis medications is essential to obtain valid estimates of the relationship between osteoporosis medications and outcomes, such as fractures, but also to improve the critical appraisal of published studies.
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Affiliation(s)
- Kaleen N. Hayes
- Brown University School of Public Health, Providence, RI, USA
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
| | - Suzanne M. Cadarette
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Andrea M. Burden
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
- Institute of Pharmaceutical Sciences, ETH Zurich, Zurich, Switzerland
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Konstantelos N, Burden AM, Cheung AM, Kim S, Grootendorst P, Cadarette SM. Comparison of Fracture Identification Using Different Definitions in Healthcare Administrative (Claims) Data. PHARMACY 2023; 11:pharmacy11020053. [PMID: 36961031 PMCID: PMC10037590 DOI: 10.3390/pharmacy11020053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 03/17/2023] Open
Abstract
We identified inconsistency in fracture definitions in a prior review of studies that utilized claims data. Here, we aimed to compare fracture rates estimated using thirteen hip and seven radius/ulna fracture definitions. Our primary analysis compared results in a cohort of 120,363 older adults treated with oral bisphosphonates for ≥3 years. The most inclusive definition (hip: inpatient or emergency diagnosis; radius/ulna: inpatient, emergency, or outpatient diagnosis) served as a referent to compare the number and proportion of fractures captured. In sensitivity analyses, we considered a 180-day washout, excluded fractures associated with trauma; and hip only, excluded: (1) subtrochanteric fractures, and (2) hip replacement procedures. Hip fractures varied by definition in number (52-8058) and incidence (0.7-111.8/10,000 person-years). The second most inclusive definition required one inpatient diagnosis and identified 8% fewer hip fractures than the referent. Excluding hip replacements missed 33% of hip fractures relative to the primary analysis. Radius/ulna fractures also ranged in number (1589-6797) and incidence (22.0-94.3/10,000 person-years). Outpatient data were important, when restricted to inpatient or emergency data, only 78% of radius/ulna fractures were identified. Other than hip replacement procedures, sensitivity analyses had minimal impact on fracture identification. Analyses were replicated in a cohort of patients treated with long-term glucocorticoids. This study highlights the importance and impact of coding decisions on fracture outcome definitions. Further research is warranted to inform best practice in fracture outcome identification.
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Affiliation(s)
- Natalia Konstantelos
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
| | - Andrea M Burden
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
- ETH Zurich, 8092 Zurich, Switzerland
| | - Angela M Cheung
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
- Department of Medicine, University Health Network, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Sandra Kim
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
- Women's College Hospital, Toronto, ON M5S 1B2, Canada
| | - Paul Grootendorst
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
| | - Suzanne M Cadarette
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
- ICES, Toronto, ON M4N 1P8, Canada
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC 27599, USA
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Hayes KN, Brown KA, Cheung AM, Kim SA, Juurlink DN, Cadarette SM. Comparative Fracture Risk During Osteoporosis Drug Holidays After Long-Term Risedronate Versus Alendronate Therapy : A Propensity Score-Matched Cohort Study. Ann Intern Med 2022; 175:335-343. [PMID: 35007149 DOI: 10.7326/m21-2512] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND An osteoporosis drug holiday is recommended for most patients after 3 to 5 years of therapy. Risedronate has a shorter half-life than alendronate, and thus the residual length of fracture protection may be shorter. OBJECTIVE To examine the comparative risks of drug holidays after long-term (≥3 years) risedronate versus alendronate therapy. DESIGN Population-based, matched, cohort study. SETTING Province-wide health care administrative databases providing comprehensive coverage to Ontario residents aged 65 years or older between November 2000 and March 2020. PATIENTS Persons aged 66 years or older who had long-term risedronate therapy and a drug holiday were matched 1:1 on propensity score to those who had long-term alendronate therapy and a drug holiday. MEASUREMENTS The primary outcome was hip fracture within 3 years after a 120-day ascertainment period. Secondary analyses included shorter follow-up and sex-specific estimates. Cox proportional hazards models were used to estimate hazard ratios (HRs) for fracture risk between groups. RESULTS A total of 25 077 propensity score-matched pairs were eligible (mean age, 81 years; 81% women). Hip fracture rates were higher among risedronate than alendronate drug holidays (12.4 and 10.6 events, respectively, per 1000 patient-years; HR, 1.18 [95% CI, 1.04 to 1.34]; 915 total hip fractures). The association was attenuated when any fracture was included as the outcome (HR, 1.07 [CI, 1.00 to 1.16]) and with shorter drug holidays (1 year: HR, 1.03 [CI, 0.85 to 1.24]; 2 years: HR, 1.14 [CI, 0.96 to 1.32]). LIMITATION Analyses were limited to health care administrative data (potential unmeasured confounding), and some secondary analyses contained few events. CONCLUSION Drug holidays after long-term therapy with risedronate were associated with a small increase in risk for hip fracture compared with alendronate drug holidays. Future research should examine how best to mitigate this risk. PRIMARY FUNDING SOURCE Canadian Institutes of Health Research.
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Affiliation(s)
- Kaleen N Hayes
- Brown University School of Public Health, Providence, Rhode Island, and Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (K.N.H.)
| | - Kevin A Brown
- Dalla Lana School of Public Health, University of Toronto, ICES, and Public Health Ontario, Toronto, Ontario, Canada (K.A.B.)
| | - Angela M Cheung
- Dalla Lana School of Public Health and Department of Medicine, University of Toronto, and University Health Network, Toronto, Ontario, Canada (A.M.C.)
| | - Sandra A Kim
- Department of Medicine, University of Toronto, and Centre for Osteoporosis & Bone Health, Women's College Hospital, Toronto, Ontario, Canada (S.A.K.)
| | - David N Juurlink
- Dalla Lana School of Public Health, University of Toronto, ICES, and Sunnybrook Research Institute, Toronto, Ontario, Canada (D.N.J.)
| | - Suzanne M Cadarette
- Dalla Lana School of Public Health and Leslie Dan Faculty of Pharmacy at the University of Toronto and ICES, Toronto, Ontario, Canada, and Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina (S.M.C.)
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Ishizu H, Arita K, Terkawi MA, Shimizu T, Iwasaki N. Risks vs. benefits of switching therapy in patients with postmenopausal osteoporosis. Expert Rev Endocrinol Metab 2021; 16:217-228. [PMID: 34310233 DOI: 10.1080/17446651.2021.1956902] [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: 05/31/2021] [Accepted: 07/14/2021] [Indexed: 10/20/2022]
Abstract
Introduction: Osteoporosis is characterized by the fragility of bones, leading to fractures and, consequently, the deterioration of functional capacity and quality of life. Postmenopausal women, in particular, are prone to osteoporosis and often require anti-osteoporosis treatment. In the last few decades, various anti-osteoporosis drugs have been approved for clinical use. In an aging society, osteoporosis cannot be treated using a single agent; therefore, switching therapy is an important treatment strategy.Areas covered: This review covers switching therapy in patients with postmenopausal osteoporosis. It's extremely important to understand the characteristics of each drug including; limitations on the duration of use, side effects due to long-term use (such as atypical femur fracture and osteonecrosis of the jaw) or discontinuation (such as rebound phenomenon), compliance, and ability to prevent fractures. We review and summarize the risks and benefits of switching therapy.Expert opinion: When switching therapy, the order of drug administration is important. Routine monitoring should be continued after switching treatments. We recommend first using osteoanabolic agents in postmenopausal women with severe osteoporosis. In addition, identifying predictors of the efficacy and side effects of treatment may help prevent the inappropriate use of drugs for the treatment of osteoporosis.
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Affiliation(s)
- Hotaka Ishizu
- Department of Orthopaedic Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita-ku, Sapporo, Japan
| | - Kosuke Arita
- Department of Orthopaedic Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita-ku, Sapporo, Japan
| | - Mohamad Alaa Terkawi
- Department of Orthopaedic Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita-ku, Sapporo, Japan
| | - Tomohiro Shimizu
- Department of Orthopaedic Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita-ku, Sapporo, Japan
| | - Norimasa Iwasaki
- Department of Orthopaedic Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita-ku, Sapporo, Japan
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Duration of Bisphosphonate Drug Holidays in Osteoporosis Patients: A Narrative Review of the Evidence and Considerations for Decision-Making. J Clin Med 2021; 10:jcm10051140. [PMID: 33803095 PMCID: PMC7963175 DOI: 10.3390/jcm10051140] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 02/23/2021] [Accepted: 03/04/2021] [Indexed: 12/21/2022] Open
Abstract
Bisphosphonates are first-line therapy for osteoporosis, with alendronate, risedronate, and zoledronate as the main treatments used globally. After one year of therapy, bisphosphonates are retained in bone for extended periods with extended anti-fracture effects after discontinuation. Due to this continued fracture protection and the potential for rare adverse events associated with long-term use (atypical femoral fractures and osteonecrosis of the jaw), a drug holiday of two to three years is recommended for most patients after long-term bisphosphonate therapy. The recommendation for a drug holiday up to three years is derived primarily from extensions of pivotal trials with alendronate and zoledronate and select surrogate marker studies. However, certain factors may modify the duration of bisphosphonate effects on a drug holiday and warrant consideration when determining an appropriate time off-therapy. In this narrative review, we recall what is currently known about drug holidays and discuss what we believe to be the primary considerations and areas for future research regarding drug holiday duration: total bisphosphonate exposure, type of bisphosphonate used, bone mineral density and falls risk, and patient sex and body weight.
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