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Masuda S, Fukasawa T, Matsuda S, Yoshida S, Kawakami K. Comparative effectiveness and cardiovascular safety of romosozumab versus teriparatide in patients with osteoporosis: a population-based cohort study. Osteoporos Int 2024:10.1007/s00198-024-07255-6. [PMID: 39320414 DOI: 10.1007/s00198-024-07255-6] [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: 05/07/2024] [Accepted: 09/10/2024] [Indexed: 09/26/2024]
Abstract
This study compared the effectiveness and cardiovascular safety of romosozumab and teriparatide. The main finding was that there were no significant differences between the two drugs in fracture prevention and risk of major adverse cardiac events. This suggests that romosozumab and teriparatide are comparable options for treating osteoporosis. PURPOSE This study aimed to determine the preventive effects of romosozumab versus teriparatide on fractures and the risk of cardiovascular events in patients initiating these drugs. METHODS We conducted an active comparator, a new user cohort design, with confounding controlled by inverse probability of treatment weighting using a Japanese administrative claims database (March 2019 to October 2022). This cohort study included 49,104 patients aged 50 years or older who initiated romosozumab (n = 16,125) or teriparatide (n = 32,979) for osteoporosis. The study exposure was the initiation of romosozumab or teriparatide. Effectiveness outcomes were nonvertebral fracture and hip fracture. The safety outcome was major adverse cardiac events (MACE). Follow-up period was 365 days. RESULTS The weighted incidence rate difference (IRD) for nonvertebral fracture between romosozumab versus teriparatide was -0.08 (95% confidence interval [CI], -0.34 to 0.17) events per 100 person-years (weighted hazard ratio [HR], 0.95 [95% CI, 0.81 to 1.12]); weighted IRD for hip fracture was 0.00 (95% CI, -0.16 to 0.16) events per 100 person-years (weighted HR, 0.99 [95% CI, 0.76 to 1.29]); and weighted IRD for MACE was -0.06 (95% CI, -0.20 to 0.09) events per 100 person-years (weighted HR, 0.90 [95% CI, 0.68 to 1.19]). CONCLUSION In patients with osteoporosis, there was no significant difference in the prevention of nonvertebral fracture and hip fracture between romosozumab and teriparatide. In addition, the risk of MACE was comparable between the two drugs.
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Affiliation(s)
- Soichiro Masuda
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Shuichi Matsuda
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan.
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Khan AN, Jones RB, Khan N, Yang YX, Adler RA. Trends in hip fracture rates in US male veterans. Osteoporos Int 2024:10.1007/s00198-024-07236-9. [PMID: 39223281 DOI: 10.1007/s00198-024-07236-9] [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: 03/11/2024] [Accepted: 08/14/2024] [Indexed: 09/04/2024]
Abstract
Osteoporotic fracture has been understudied in men. In US male veterans aged 50 years and older between 2002 and 2019, hip fracture incidence increased between 2006 and 2019, fewer than 6% of men underwent DXA, and fewer than 0.5% of men were treated. Investigation of low screening and treatment rates is warranted. PURPOSE In the United States, the annual incidence of osteoporotic hip fracture is estimated to be 250,000 to 300,000; the one-year mortality in some studies has been as high as 32%. Reports that hip fracture rates in US women 65 years and older may no longer be declining led to this investigation of hip fracture in men, a less studied population. We assessed the trends in the incidence of hip fracture in US male veterans 50 years and older of age as well as the rates of diagnosis and treatment in such men. METHODS We assessed the recent trends of hip fracture incidence in a nation-wide male veteran population 50 years and older of age. Using data from the US Veterans Affairs Informatics and Computing Infrastructure (VINCI) 2002-2019, we calculated the annual age-standardized hip fracture incidence. Secondary objectives included evaluating the annual proportion of hip fracture patients who underwent dual-energy X-ray absorptiometry (DXA) before or after the fracture and/or received osteoporosis medication after the hip fracture over the study period. RESULTS Hip fracture incidence increased in male veterans from 2006 to 2019. Fewer than 6% of men underwent a DXA scan and fewer than 0.5% received osteoporosis medications up to two years after a hip fracture. CONCLUSIONS Despite available screening methods such as DXAs and medications for primary and secondary prevention of osteoporotic fractures, hip fracture incidence is not decreasing in older male veterans. Our study highlights a need for closer attention to fracture risk in men.
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Affiliation(s)
- Amna N Khan
- Section of Endocrinology, Diabetes and Metabolism, Corporal Michael J. Crescenz VA Medical Center and Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA.
| | - Robert B Jones
- Section of Endocrinology, Diabetes and Metabolism, Corporal Michael J. Crescenz VA Medical Center and Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA
| | - Nabeel Khan
- Section of Gastroenterology, Corporal Michael J. Crescenz VA Medical Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yu-Xiao Yang
- Section of Gastroenterology, Corporal Michael J. Crescenz VA Medical Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert A Adler
- Section of Endocrinology, Diabetes and Metabolism, Richmond Veterans Affairs Medical Center and Virginia Commonwealth University, Richmond, VA, USA
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Wright NC, Follis S, Larson JC, Crandall CJ, Stefanick ML, Ing SW, Cauley JA. Fractures by race and ethnicity in a diverse sample of postmenopausal women: a current evaluation among Hispanic and Asian origin groups. J Bone Miner Res 2024; 39:1296-1305. [PMID: 39142704 PMCID: PMC11371897 DOI: 10.1093/jbmr/zjae117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 06/05/2024] [Accepted: 07/05/2024] [Indexed: 08/16/2024]
Abstract
Using 1998-2022 Women's Health Initiative (WHI) data, our study provides contemporary fracture data by race and ethnicity, specifically focusing on Hispanic and Asian women. Fractures of interest included any clinical, hip, and major osteoporotic fractures (MOFs). We utilized the updated race and ethnicity information collected in 2003, which included seven Asian and five Hispanic origin groups. We computed crude and age-standardized fracture incidence rates per 10 000 woman-years across race and ethnic categories and by Asian and Hispanic origin. We used Cox proportional hazards model, adjusting for age and WHI clinical trial arm, to evaluate the risk of fracture (1) by race compared to White women, (2) Asian origin compared to White women, (3) Hispanic compared to non-Hispanic women, and (4) Asian and Hispanic origins compared the most prevalent origin group. Over a median (interquartile range) follow-up of 19.4 (9.2-24.2) years, 44.2% of the 160 824 women experienced any clinical fracture, including 36 278 MOFs and 8962 hip fractures. Compared to White women, Black, Pacific Islander, Asian, and multiracial women had significantly lower risk of any clinical and MOFs, while only Black and Asian women had significantly lower hip fracture risk. Within Asian women, Filipina women had 24% lower risk of any clinical fracture compared to Japanese women. Hispanic women had significantly lower risk of any clinical, hip, and MOF fractures compared to non-Hispanic women, with no differences in fracture risk observed within Hispanic origin groups. In this diverse sample of postmenopausal women, we confirmed racial and ethnic differences in fracture rates and risk, with novel findings among within Asian and Hispanic subgroups. These data can aid in future longitudinal studies evaluate contributors to racial and ethnic differences in fractures.
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Affiliation(s)
- Nicole C Wright
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - Shawna Follis
- Stanford Prevention Research Center, Department of Medicine, Stanford University, Palo Alto, CA 94304, United States
| | - Joseph C Larson
- Fred Hutchinson Cancer Center, Seattle, WA 98109, United States
| | - Carolyn J Crandall
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA 98109, United States
| | - Marcia L Stefanick
- Stanford Prevention Research Center, Department of Medicine, Stanford University, Palo Alto, CA 94304, United States
| | - Steven W Ing
- Division of Endocrinology, Diabetes & Metabolism, Department of Internal Medicine, College of Medicine, Ohio State University, Columbus, OH 43203, United States
| | - Jane A Cauley
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, United States
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Rajagopalan K, Rashid N, Gopal D, Doshi D. Falls and Fractures among Nursing Home Residents Treated with Pimavanserin versus Other Atypical Antipsychotics: Analysis of Medicare Beneficiaries with Parkinson's Disease Psychosis. Drugs Real World Outcomes 2024; 11:441-449. [PMID: 38914856 PMCID: PMC11365880 DOI: 10.1007/s40801-024-00433-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 06/26/2024] Open
Abstract
BACKGROUND Reducing falls and fractures remains an important clinical goal in managing older residents with Parkinson's disease psychosis (PDP) in long-term care/nursing home (LTC/NH) settings. OBJECTIVES This analysis examined risk of all-cause falls or fractures among PDP residents on continuous monotherapy with pimavanserin (PIM) versus (i) other atypical antipsychotics (AAPs) [quetiapine (QUE), risperidone (RIS), olanzapine (OLA), aripiprazole (ARI)] and (ii) QUE. METHODS A retrospective analysis of parts A, B, and D claims from a 100% Medicare sample (2013-2019) in LTC/NH settings was conducted. LTC/NH residents in the USA initiating continuous monotherapy (PIM versus other AAPs; PIM versus QUE) for ≥ 6 months between 01 January 2014 and 31 December 2018 were 1:1 propensity score matched (PSM) on 31 variables (age, sex, race, region, and 27 Elixhauser comorbidities). Outcomes included three measures: risks of falls only, fractures only, and falls/fractures during 6-months follow-up. Demographic characteristics were described using chi-square and t-tests. Generalized linear models were used to assess difference in risks of falls/fractures. RESULTS Of 7187 residents, 47.59% (n = 3420) were female and mean age was 78.8 (± 7.75) years. In total, 14% (n = 1005) were on PIM and 86% (n = 6182) were on other AAPs. After PSM, falls only among PIM residents (n = 1005) was 4.58% (n = 46) versus 7.66% (n = 77) for other AAPs (n = 1005) [relative risk (RR) = 0.63 (0.46, 0.86), p < 0.05] and 8.26% (n = 83) for QUE (n = 1005) residents (p < 0.05). Fractures only among PIM residents was 1.39% (n = 14) compared with 2.09% (n = 21) for other AAPs (p = 0.31) and 1.89% (n = 19) for QUE (p = 0.49), respectively. Taken together, falls/fractures among PIM residents were 5.67% (n = 57) versus 9.05% (n = 91) for other AAPs [RR = 0.63 (0.46, 0.86), p < 0.05] and 9.55% (n = 96) for QUE (p < 0.05), respectively. CONCLUSIONS In this analysis of LTC/NH residents with PDP, PIM had a 37% and 41% lower risk of all-cause falls/fractures versus other AAPs and versus QUE, respectively.
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Affiliation(s)
| | - Nazia Rashid
- Medical Affairs, Acadia Pharmaceuticals Inc, San Diego, CA, USA
| | - Daksha Gopal
- Anlitiks Inc, 4320 Isabella Circle, Windermere, FL, 34786, USA
| | - Dilesh Doshi
- Medical Affairs, Acadia Pharmaceuticals Inc, San Diego, CA, USA
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Curtis JR, Arora T, Liu Y, Lin TC, Spangler L, Brunetti VC, Stad RK, McDermott M, Bradbury BD, Kim M. Comparative effectiveness of denosumab vs alendronate among postmenopausal women with osteoporosis. J Bone Miner Res 2024; 39:826-834. [PMID: 38753892 PMCID: PMC11301726 DOI: 10.1093/jbmr/zjae079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 04/23/2024] [Accepted: 05/15/2024] [Indexed: 05/18/2024]
Abstract
Although clinical trials have shown that denosumab significantly increases bone mineral density at key skeletal sites more than oral bisphosphonates, evidence is lacking from head-to-head randomized trials evaluating fracture outcomes. This retrospective cohort study uses administrative claims data from Medicare fee-for service beneficiaries to evaluate the comparative effectiveness of denosumab vs alendronate in reducing fracture risk among women with PMO in the US. Women with PMO ≥ 66 yr of age with no prior history of osteoporosis treatment, who initiated denosumab (n = 89 115) or alendronate (n = 389 536) from 2012 to 2018, were followed from treatment initiation until the first of a specific fracture outcome, treatment discontinuation or switch, end of study (December 31, 2019), or other censoring criteria. A doubly robust inverse-probability of treatment and censoring weighted function was used to estimate the risk ratio associated with the use of denosumab compared with alendronate for hip, nonvertebral (NV; includes hip, humerus, pelvis, radius/ulna, other femur), non-hip nonvertebral (NHNV), hospitalized vertebral (HV), and major osteoporotic (MOP; consisting of NV and HV) fractures. Overall, denosumab reduced the risk of MOP by 39%, hip by 36%, NV by 43%, NHNV by 50%, and HV fractures by 30% compared with alendronate. Denosumab reduced the risk of MOP fractures by 9% at year 1, 12% at year 2, 18% at year 3, and 31% at year 5. An increase in the magnitude of fracture risk reduction with increasing duration of exposure was also observed for other NV fracture outcomes. In this cohort of almost half-a-million treatment-naive women with PMO, we observed clinically significant reductions in the risk of MOP, hip, NV, NHNV, and HV fractures for patients on denosumab compared with alendronate. Patients who remained on denosumab for longer periods of time experienced greater reductions in fracture risk.
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Affiliation(s)
- Jeffrey R Curtis
- University of Alabama at Birmingham, Division of Clinical Immunology and Rheumatology, Birmingham, AL, 35233, United States
- Foundation for Advancing Science, Technology, Education and Research, Birmingham, AL, 35244, United States
| | - Tarun Arora
- Foundation for Advancing Science, Technology, Education and Research, Birmingham, AL, 35244, United States
| | - Ye Liu
- University of Alabama at Birmingham, Division of Clinical Immunology and Rheumatology, Birmingham, AL, 35233, United States
| | - Tzu-Chieh Lin
- Amgen Inc., Center for Observational Research, Thousand Oaks, CA, 91320, United States
| | - Leslie Spangler
- Amgen Inc., Center for Observational Research, Thousand Oaks, CA, 91320, United States
| | - Vanessa C Brunetti
- Amgen Ltd., Center for Observational Research, Uxbridge, UB8 1DH, United Kingdom
| | - Robert Kees Stad
- Amgen Inc., Global Medical, Thousand Oaks, CA, 91320, United States
| | | | - Brian D Bradbury
- Amgen Inc., Center for Observational Research, Thousand Oaks, CA, 91320, United States
| | - Min Kim
- Amgen Inc., Center for Observational Research, Thousand Oaks, CA, 91320, United States
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6
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Park HS, Kim K, Yu MH, Shin HY, Rhee Y, Kim SW, Hong N. Risk of fracture in patients with myasthenia gravis: a nationwide cohort study in Korea. J Bone Miner Res 2024; 39:688-696. [PMID: 38477782 DOI: 10.1093/jbmr/zjae043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 02/07/2024] [Accepted: 03/08/2024] [Indexed: 03/14/2024]
Abstract
Myasthenia gravis (MG) is an autoimmune disorder that affects the neuromuscular junctions, resulting in muscle weakness and fatigue. Muscle weakness, restricted mobility, and frequent use of corticosteroids in patients with MG may predispose them to a higher risk of fractures. However, studies on the impact of MG on bone health and the associated fracture risk are scarce. Utilizing claim database of the Korean National Health Insurance Service collected between 2002 and 2020, we compared the risk of major osteoporotic fracture between 23 118 patients with MG and 115 590 individuals as an age- and sex-matched control group using multivariable Cox proportional hazard models. Over a median follow-up duration of 5.58 years, the MG group (mean age 53.7 years; 55% women) had higher risk of major osteoporotic fracture compared with controls (incidence rate 13.59 versus 9.74 per 10 000 person-years), which remained independent of age, sex, comorbidities, drug use including anti-osteoporotic agents, and previous fracture history (adjusted hazard ratio [aHR] 1.19, P < 0.001; subdistributed HR 1.14, P < 0.001 adjusted for mortality as competing risk). Subgroup analyses showed a greater association between MG and major osteoporotic fracture risk in younger (age 50 or younger) than older individuals (aHR 1.34 vs. 1.17) and in men compared with women (aHR 1.32 vs. 1.15; P for interaction < 0.05 for all). An imminent divergence of the fracture risk curve between MG and controls was observed for vertebral fracture, while there was time delay for non-vertebral sites, showing site-specific association. Factors associated with higher fracture risk in patients with MG were older age, female gender, high dose glucocorticoid use (>7.5 mg/day), immunosuppressant use, and previous history of fracture. In summary, patients with MG had higher risk of major osteoporotic fracture compared with controls, which calls further preventive actions in this patient group.
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Affiliation(s)
- Hye-Sun Park
- Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, South Korea
| | - Kyoungsu Kim
- Yonsei University College of Medicine, Seoul 03722, South Korea
| | - Min Heui Yu
- SENTINEL Team, Division of Endocrinology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, South Korea
| | - Ha Young Shin
- Department of Neurology, Yonsei University College of Medicine, Seoul 03722, South Korea
| | - Yumie Rhee
- Department of Internal Medicine, Severance Hospital, Endocrine Research Institute, Yonsei University College of Medicine, Seoul 03722, South Korea
| | - Seung Woo Kim
- Department of Neurology, Yonsei University College of Medicine, Seoul 03722, South Korea
| | - Namki Hong
- Department of Internal Medicine, Severance Hospital, Endocrine Research Institute, Yonsei University College of Medicine, Seoul 03722, South Korea
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Ganz DA, Esserman D, Latham NK, Kane M, Min LC, Gill TM, Reuben DB, Peduzzi P, Greene EJ. Validation of a Rule-Based ICD-10-CM Algorithm to Detect Fall Injuries in Medicare Data. J Gerontol A Biol Sci Med Sci 2024; 79:glae096. [PMID: 38566617 PMCID: PMC11167485 DOI: 10.1093/gerona/glae096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Diagnosis-code-based algorithms to identify fall injuries in Medicare data are useful for ascertaining outcomes in interventional and observational studies. However, these algorithms have not been validated against a fully external reference standard, in ICD-10-CM, or in Medicare Advantage (MA) data. METHODS We linked self-reported fall injuries leading to medical attention (FIMA) from the Strategies to Reduce Injuries and Develop Confidence in Elders (STRIDE) trial (reference standard) to Medicare fee-for-service (FFS) and MA data from 2015-19. We measured the area under the receiver operating characteristic curve (AUC) based on sensitivity and specificity of a diagnosis-code-based algorithm against the reference standard for presence or absence of ≥1 FIMA within a specified window of dates, varying the window size to obtain points on the curve. We stratified results by source (FFS vs MA), trial arm (intervention vs control), and STRIDE's 10 participating health care systems. RESULTS Both reference standard data and Medicare data were available for 4 941 (of 5 451) participants. The reference standard and algorithm identified 2 054 and 2 067 FIMA, respectively. The algorithm had 45% sensitivity (95% confidence interval [CI]: 43%-47%) and 99% specificity (95% CI: 99%-99%) to identify reference standard FIMA within the same calendar month. The AUC was 0.79 (95% CI: 0.78-0.81) and was similar by FFS or MA data source and by trial arm but showed variation among STRIDE health care systems (AUC range by health care system, 0.71 to 0.84). CONCLUSIONS An ICD-10-CM algorithm to identify fall injuries demonstrated acceptable performance against an external reference standard, in both MA and FFS data.
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Affiliation(s)
- David A Ganz
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Geriatric Research, Education and Clinical Center, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Denise Esserman
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA
| | - Nancy K Latham
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men’s Health: Aging and Metabolism, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael Kane
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA
| | - Lillian C Min
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor VA Medical Center, Center for Clinical Management Research and Geriatric Research Education Clinical Center (GRECC), Ann Arbor, Michigan, USA
| | - Thomas M Gill
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - David B Reuben
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Peter Peduzzi
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA
| | - Erich J Greene
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA
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Chen C, Hennessy S, Brensinger CM, Miano TA, Bilker WB, Dublin S, Chung SP, Horn JR, Tiwari A, Leonard CE. Comparative Risk of Injury with Concurrent Use of Opioids and Skeletal Muscle Relaxants. Clin Pharmacol Ther 2024; 116:117-127. [PMID: 38482733 PMCID: PMC11180590 DOI: 10.1002/cpt.3248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 03/02/2024] [Indexed: 05/04/2024]
Abstract
Concurrent use of skeletal muscle relaxants (SMRs) and opioids has been linked to an increased risk of injury. However, it remains unclear whether the injury risks differ by specific SMR when combined with opioids. We conducted nine retrospective cohort studies within a US Medicaid population. Each cohort consisted exclusively of person-time exposed to both an SMR and one of the three most dispensed opioids-hydrocodone, oxycodone, and tramadol. Opioid users were further divided into three cohorts based on the initiation order of SMRs and opioids-synchronically triggered, opioid-triggered, and SMR-triggered. Within each cohort, we used Cox proportional hazard models to compare the injury rates for different SMRs compared to methocarbamol, adjusting for covariates. We identified 349,543, 139,458, and 218,967 concurrent users of SMRs with hydrocodone, oxycodone, and tramadol, respectively. In the oxycodone-SMR-triggered cohort, the adjusted hazard ratios (HRs) were 1.86 (95% CI, 1.23-2.82) for carisoprodol and 1.73 (1.09-2.73) for tizanidine. In the tramadol-synchronically triggered cohort, the adjusted HRs were 0.69 (0.49-0.97) for metaxalone and 0.62 (0.42-0.90) for tizanidine. In the tramadol-SMR-triggered cohort, the adjusted HRs were 1.51 (1.01-2.26) for baclofen and 1.48 (1.03-2.11) for cyclobenzaprine. All other HRs were statistically nonsignificant. In conclusion, the relative injury rate associated with different SMRs used concurrently with the three most dispensed opioids appears to vary depending on the specific opioid and the order of combination initiation. If confirmed by future studies, clinicians should consider the varying injury rates when prescribing SMRs to individuals using hydrocodone, oxycodone, and tramadol.
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Affiliation(s)
- Cheng Chen
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
| | - Sean Hennessy
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Leonard Davis Institute of Health Economics, University of Pennsylvania (Philadelphia, PA, US)
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
| | - Colleen M. Brensinger
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
| | - Todd A. Miano
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
| | - Warren B. Bilker
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
| | - Sascha Dublin
- Kaiser Permanente Washington Health Research Institute (Seattle, WA, US)
- Department of Epidemiology, School of Public Health, University of Washington (Seattle, WA, US)
| | | | - John R. Horn
- Department of Pharmacy, School of Pharmacy, University of Washington (Seattle, WA, US)
| | - Anika Tiwari
- College of Arts and Sciences, University of Pennsylvania (Philadelphia, PA, US)
| | - Charles E. Leonard
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania (Philadelphia, PA, US)
- Leonard Davis Institute of Health Economics, University of Pennsylvania (Philadelphia, PA, US)
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9
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Htoo PT, Tesfaye H, Schneeweiss S, Wexler DJ, Everett BM, Glynn RJ, Schmedt N, Koeneman L, Déruaz-Luyet A, Paik JM, Patorno E. Effectiveness and safety of empagliflozin: final results from the EMPRISE study. Diabetologia 2024; 67:1328-1342. [PMID: 38509341 DOI: 10.1007/s00125-024-06126-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/05/2024] [Indexed: 03/22/2024]
Abstract
AIMS/HYPOTHESIS Limited evidence exists on the comparative safety and effectiveness of empagliflozin against alternative glucose-lowering medications in individuals with type 2 diabetes with the broad spectrum of cardiovascular risk. The EMPagliflozin compaRative effectIveness and SafEty (EMPRISE) cohort study was designed to monitor the safety and effectiveness of empagliflozin periodically for a period of 5 years with data collection from electronic healthcare databases. METHODS We identified individuals ≥18 years old with type 2 diabetes who initiated empagliflozin or dipeptidyl peptidase-4 inhibitors (DPP-4i) from 2014 to 2019 using US Medicare and commercial claims databases. After 1:1 propensity score matching using 143 baseline characteristics, we identified four a priori-defined effectiveness outcomes: (1) myocardial infarction (MI) or stroke; (2) hospitalisation for heart failure (HHF); (3) major adverse cardiovascular events (MACE); and (4) cardiovascular mortality or HHF. Safety outcomes included lower-limb amputations, non-vertebral fractures, diabetic ketoacidosis (DKA), acute kidney injury (AKI), severe hypoglycaemia, retinopathy progression, and short-term kidney and bladder cancers. We estimated HRs and rate differences (RDs) per 1000 person-years, overall and stratified by age, sex, baseline atherosclerotic cardiovascular disease (ASCVD) and heart failure. RESULTS We identified 115,116 matched pairs. Compared with DPP-4i, empagliflozin was associated with lower risks of MI/stroke (HR 0.88 [95% CI 0.81, 0.96]; RD -2.08 [95% CI (-3.26, -0.90]), HHF (HR 0.50 [0.44, 0.56]; RD -5.35 [-6.22, -4.49]), MACE (HR 0.73 [0.62, 0.86]; RD -6.37 [-8.98, -3.77]) and cardiovascular mortality/HHF (HR 0.57 [0.47, 0.69]; RD -10.36 [-12.63, -8.12]). Absolute benefits were larger in older individuals and in those with ASCVD/heart failure. Empagliflozin was associated with an increased risk of DKA (HR 1.78 [1.44, 2.19]; RD 1.59 [1.08, 2.09]); decreased risks of AKI (HR 0.62 [0.54, 0.72]; RD -2.39 [-3.08, -1.71]), hypoglycaemia (HR 0.75 [0.67, 0.84]; RD -2.46 [-3.32, -1.60]) and retinopathy progression (HR 0.78 [0.63, 0.96)]; RD -9.49 [-16.97, -2.10]); and similar risks of other safety events. CONCLUSIONS/INTERPRETATION Empagliflozin relative to DPP-4i was associated with risk reductions of MI or stroke, HHF, MACE and the composite of cardiovascular mortality or HHF. Absolute risk reductions were larger in older individuals and in those who had history of ASCVD or heart failure. Regarding the safety outcomes, empagliflozin was associated with an increased risk of DKA and lower risks of AKI, hypoglycaemia and progression to proliferative retinopathy, with no difference in the short-term risks of lower-extremity amputation, non-vertebral fractures, kidney and renal pelvis cancer, and bladder cancer.
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Affiliation(s)
- Phyo T Htoo
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Helen Tesfaye
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Sebastian Schneeweiss
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Deborah J Wexler
- Massachusetts General Hospital Diabetes Center, Harvard Medical School, Boston, MA, USA
| | - Brendan M Everett
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert J Glynn
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Niklas Schmedt
- Global Epidemiology, Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Lisette Koeneman
- Global Medical Affairs, Lilly Deutschland GmbH, Bad Homburg vor der Höhe, Germany
| | - Anouk Déruaz-Luyet
- Global Epidemiology, Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Julie M Paik
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Renal (Kidney) Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Elisabetta Patorno
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
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Hsu S, Bansal N, Denburg M, Ginsberg C, Hoofnagle AN, Isakova T, Ix JH, Robinson-Cohen C, Wolf M, Kestenbaum BR, de Boer IH, Zelnick LR. Risk factors for hip and vertebral fractures in chronic kidney disease: the CRIC study. J Bone Miner Res 2024; 39:433-442. [PMID: 38477777 PMCID: PMC11262146 DOI: 10.1093/jbmr/zjae021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 01/19/2024] [Accepted: 01/25/2024] [Indexed: 03/14/2024]
Abstract
Fracture risk is high in chronic kidney disease (CKD) and underlying pathophysiology and risk factors may differ from the general population. In a cohort study of 3939 participants in the chronic renal insufficiency cohort (CRIC), we used Cox regression to test associations of putative risk factors with the composite of first hip or vertebral fracture assessed using hospital discharge codes. Mean age was 58 years, 45% were female, 42% were Black, and 13% were Hispanic. There were 82 hip and 24 vertebral fractures over a mean (SD) 11.1 (4.8) years (2.4 events per 1000 person-years [95% CI: 2.0, 2.9]). Measured at baseline, diabetes, lower body mass index (BMI), steroid use, proteinuria, and elevated parathyroid hormone (PTH) were each associated with fracture risk after adjusting for covariates. Lower time-updated estimated glomerular filtration rate (eGFR) was associated with fractures (HR 1.20 per 10 mL/min/1.73m2 lower eGFR; 95% CI: 1.04, 1.38) as were lower time-updated serum calcium and bicarbonate concentrations. Among time-updated categories of kidney function, hazard ratios (95% CI) for incident fracture were 4.53 (1.77, 11.60) for kidney failure treated with dialysis and 2.48 (0.86, 7.14) for post-kidney transplantation, compared with eGFR ≥60. Proton pump inhibitor use, dietary calcium intake, measures of vitamin D status, serum phosphate, urine calcium and phosphate, and plasma fibroblast growth factor-23 were not associated with fracture risk. In conclusion, lower eGFR in CKD is associated with higher fracture risk, which was highest in kidney failure. Diabetes, lower BMI, steroid use, proteinuria, higher serum concentrations of PTH, and lower calcium and bicarbonate concentrations were associated with fractures and may be modifiable risk factors.
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Affiliation(s)
- Simon Hsu
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington, Seattle, WA 98195, United States
| | - Nisha Bansal
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington, Seattle, WA 98195, United States
| | - Michelle Denburg
- Division of Nephrology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, United States
- Departments of Pediatrics and Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Charles Ginsberg
- Division of Nephrology-Hypertension, University of California, San Diego, San Diego, CA 92103, United States
| | - Andrew N Hoofnagle
- Department of Laboratory Medicine, University of Washington, Seattle, WA 98195, United States
| | - Tamara Isakova
- Division of Nephrology and Hypertension, Center for Translational Metabolism and Health, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States
| | - Joachim H Ix
- Division of Nephrology-Hypertension, University of California, San Diego, San Diego, CA 92103, United States
| | - Cassianne Robinson-Cohen
- Division of Nephrology, Vanderbilt University Medical Center, Nashville, TN 37232, United States
| | - Myles Wolf
- Division of Nephrology, Department of Medicine, Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC 27710, United States
| | - Bryan R Kestenbaum
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington, Seattle, WA 98195, United States
| | - Ian H de Boer
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington, Seattle, WA 98195, United States
| | - Leila R Zelnick
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington, Seattle, WA 98195, United States
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11
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Davenport C, Gravel P, Wang Y, Williams SA, Wieland A, Mitlak B. Real-World Evidence to Support the Registration of a New Osteoporosis Medicinal Product in Europe. Ther Innov Regul Sci 2024; 58:505-518. [PMID: 38341388 PMCID: PMC11043175 DOI: 10.1007/s43441-024-00616-7] [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: 07/21/2023] [Accepted: 01/08/2024] [Indexed: 02/12/2024]
Abstract
Real-World Evidence (RWE), which has historically been used to support post-approval safety studies, has recently gained acceptance for new drug applications as supportive evidence or as new clinical evidence for medicinal products with orphan designation and/or in disease areas with high unmet need. Here, we present a case study for the use of RWE in the approval of abaloparatide in the European Union (EU) under the tradename Eladynos. In addition to data from the pivotal Phase 3 study, the marketing authorization application (MAA) included clinical data from additional interventional and observational studies, as well as post-marketing data obtained from the United States (US) market since approval of abaloparatide by the Food and Drug Administration (FDA) in 2017. The new interventional studies were not designed to assess fracture efficacy and cardiovascular safety which were topics of concern raised by the Committee for Medicinal Products for Human Use (CHMP) during their review of the initial MAA submitted in 2015. However, these studies taken together with the RWE formed the basis for a new MAA. Prior to the planned resubmission in the EU, national Scientific Advice (SA) was sought on the proposed clinical program, specifically on the relevance of Real-World Data (RWD) derived from an observational study to support and complement the efficacy and safety data already available from prospective randomized clinical trials. This case study demonstrates successful use of RWE to address a previously identified gap raised by the CHMP during the review of an earlier MAA, which led to the approval of Eladynos for the treatment of osteoporosis in the EU.
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Affiliation(s)
- Colleen Davenport
- Radius Health, Inc., 22 Boston Wharf Road, 7th Floor, Boston, MA, 02210, USA.
| | | | - Yamei Wang
- Radius Health, Inc., 22 Boston Wharf Road, 7th Floor, Boston, MA, 02210, USA
| | | | | | - Bruce Mitlak
- Radius Health, Inc., 22 Boston Wharf Road, 7th Floor, Boston, MA, 02210, USA
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12
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Clausen A, Möller S, Skjødt MK, Lynggaard RB, Vinholt PJ, Lindberg-Larsen M, Søndergaard J, Abrahamsen B, Rubin KH. Validity of Major Osteoporotic Fracture Diagnoses in the Danish National Patient Registry. Clin Epidemiol 2024; 16:257-266. [PMID: 38633218 PMCID: PMC11022871 DOI: 10.2147/clep.s444447] [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] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 03/08/2024] [Indexed: 04/19/2024] Open
Abstract
Objective To evaluate the validity of diagnosis codes for Major Osteoporotic Fracture (MOF) in the Danish National Patient Registry (NPR) and secondly to evaluate whether the fracture was incident/acute using register-based definitions including date criteria and procedural codes. Methods We identified a random sample of 2400 records with a diagnosis code for a MOF in the NPR with dates in the year of 2018. Diagnoses were coded with the 10th revision of the International Classification of Diseases (ICD-10). The sample included 2375 unique fracture patients from the Region of Southern Denmark. Medical records were retrieved for the study population and reviewed by an algorithmic search function and medical doctors to verify the MOF diagnoses. Register-based definitions of incident/acute MOF was evaluated in NPR data by applying date criteria and procedural codes. Results The PPV for MOF diagnoses overall was 0.99 (95% CI: 0.98;0.99) and PPV=0.99 for the four individual fracture sites, respectively. Further, analyses of incident/acute fractures applying date criteria, procedural codes and using patients' first contact in the NPR resulted in PPV=0.88 (95% CI: 0.84;0.91) for hip fractures, PPV=0.78 (95% CI: 0.74;0.83) for humerus fractures, PPV=0.78 (95% CI: 0.73;0.83) for clinical vertebral fractures and PPV=0.87 (95% CI: 0.83;0.90) for wrist fractures. Conclusion ICD-10 coded MOF diagnoses are valid in the NPR. Furthermore, a set of register-based criteria can be applied to qualify if the MOF fracture was incident/acute. Thus, the NPR is a valuable and reliable data source for epidemiological research on osteoporotic fractures.
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Affiliation(s)
- Anne Clausen
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- OPEN - Open Patient Data Explorative Network, Odense University Hospital, Odense, Denmark
| | - Sören Möller
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- OPEN - Open Patient Data Explorative Network, Odense University Hospital, Odense, Denmark
| | - Michael Kriegbaum Skjødt
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Medicine, Herlev Hospital, Copenhagen, Denmark
- Department of Medicine, Holbæk Hospital, Holbæk, Denmark
| | | | - Pernille Just Vinholt
- Department of Clinical Biochemistry, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Martin Lindberg-Larsen
- Department of Orthopaedic Surgery and Traumatology, Odense University Hospital, Odense, Denmark
| | - Jens Søndergaard
- The Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Bo Abrahamsen
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Medicine, Holbæk Hospital, Holbæk, Denmark
| | - Katrine Hass Rubin
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- OPEN - Open Patient Data Explorative Network, Odense University Hospital, Odense, Denmark
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13
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Berry SD, Hayes K, Lee Y, Zhang Y, Kim DH, Ko D, Kiel DP, Daielo L, Zhang T, Zullo AR. Fall risk and cardiovascular outcomes of first-line antihypertensive medications in nursing home residents. J Am Geriatr Soc 2024; 72:682-692. [PMID: 38051600 PMCID: PMC10947930 DOI: 10.1111/jgs.18702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 10/19/2023] [Accepted: 10/29/2023] [Indexed: 12/07/2023]
Abstract
BACKGROUND Little evidence exists about the comparative effects of first-line antihypertensive medications (i.e., renin-angiotensin-aldosterone converting enzyme inhibitors (RAASi), amlodipine, or thiazide diuretics) in older adults with limited life expectancy. We compared the rates of injurious falls and short-term cardiovascular events between different first-line antihypertensive medication classes in adults receiving care in nursing homes (NH). METHODS This was a retrospective cohort of Medicare fee-for-service beneficiaries receiving care in NHs. Patients newly dispensed first-line antihypertensive medications were identified using Part D claims (2015-2018) and linked with clinical assessments (i.e., Minimum Data Set). Fall-related injuries (FRI), hip fractures, and major adverse cardiac events (MACE) outcomes were identified using hospitalization claims. Patients were followed from the date of antihypertensive dispensing until the occurrence of outcomes, death, disenrollment, or 6-month follow-up. Inverse-probability-of-treatment-weighted (IPTW) cause-specific hazards regression models were used to compare outcomes between patients who were new users of RAASi, amlodipine, or thiazides. RESULTS Our cohort included 16,504 antihypertensive users (RAASi, n = 9574; amlodipine, n = 5049; thiazide, n = 1881). Mean age was 83.5 years (± 8.2), 70.6% were female, and 17.2% were non-white race. During a mean follow-up of 5.3 months, 326 patients (2.0%) experienced an injurious fall, 1590 (9.6%) experienced MACE, and 2123 patients (12.9%) died. The intention-to-treat IPTW hazard ratio (HR) for injurious falls for amlodipine (vs RAASi) use was 0.85 (95% confidence interval (CI) 0.66-1.08) and for thiazides (vs RAASi) was 1.22 (95% CI 0.88-1.66). The rates of MACE were similar between those taking anti-hypertensive medications. Thiazides were discontinued more often than other classes; however, inferences were largely unchanged in as-treated analyses. Subgroup analyses were generally consistent. CONCLUSIONS Older adults with limited life expectancy experience similar rates of injurious falls and short-term cardiovascular events after initiating any of the first-line antihypertensive medications.
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Affiliation(s)
- Sarah D. Berry
- Hebrew Senior Life, Hinda and Arthur Marcus Institute for Aging Research and Department of Medicine, Roslindale, Massachusetts
- Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Kaleen Hayes
- Department of Health Services, Policy, and Practice & Center for Gerontology, Brown University School of Public Health, Providence, Rhode Island
| | - Yoojin Lee
- Department of Health Services, Policy, and Practice & Center for Gerontology, Brown University School of Public Health, Providence, Rhode Island
| | - Yuan Zhang
- Department of Health Services, Policy, and Practice & Center for Gerontology, Brown University School of Public Health, Providence, Rhode Island
| | - Dae H. Kim
- Hebrew Senior Life, Hinda and Arthur Marcus Institute for Aging Research and Department of Medicine, Roslindale, Massachusetts
- Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Darae Ko
- Hebrew Senior Life, Hinda and Arthur Marcus Institute for Aging Research and Department of Medicine, Roslindale, Massachusetts
- Section of Cardiovascular Medicine, Boston Medical Center and Boston University School of Medicine, Boston, Massachusetts
| | - Douglas P. Kiel
- Hebrew Senior Life, Hinda and Arthur Marcus Institute for Aging Research and Department of Medicine, Roslindale, Massachusetts
- Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Lori Daielo
- Department of Health Services, Policy, and Practice & Center for Gerontology, Brown University School of Public Health, Providence, Rhode Island
| | - Tingting Zhang
- Department of Health Services, Policy, and Practice & Center for Gerontology, Brown University School of Public Health, Providence, Rhode Island
| | - Andrew R. Zullo
- Department of Health Services, Policy, and Practice & Center for Gerontology, Brown University School of Public Health, Providence, Rhode Island
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island
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14
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Stovall R, Kersey E, Li J, Baker R, Anastasiou C, Palmowski A, Schmajuk G, Gensler L, Yazdany J. Incidence Rate and Factors Associated With Fractures Among Medicare Beneficiaries With Ankylosing Spondylitis in the United States. Arthritis Care Res (Hoboken) 2024; 76:265-273. [PMID: 37605840 PMCID: PMC10843294 DOI: 10.1002/acr.25219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 06/30/2023] [Accepted: 08/15/2023] [Indexed: 08/23/2023]
Abstract
OBJECTIVE We evaluated the incidence rate and factors associated with fractures among adults with ankylosing spondylitis (AS). METHODS We performed a retrospective cohort study with data from the Rheumatology Informatics System for Effectiveness registry linked to Medicare claims from 2016 to 2018. Patients were required to have two AS International Classification of Diseases codes 30 or more days apart and a subsequent Medicare claim. Then, 1 year of baseline characteristics were included, after which patients were observed for fractures. First, we calculated the incidence rate of fractures. Second, we constructed logistic regression models to identify factors associated with the fracture, including age, sex, race and ethnicity, body mass index, Medicare/Medicaid dual eligibility, area deprivation index, Charlson comorbidity index, smoking status, osteoporosis, historical fracture, and use of osteoporosis treatment, glucocorticoids, and opioids. RESULTS We identified 1,426 adults with prevalent AS. Mean ± SD age was 69.4 ± 9.8 years, 44.3% were female, and 77.3% were non-Hispanic White. Fractures occurred in 197 adults with AS. The overall incidence rate of fractures was 76.7 (95% confidence interval [CI] 66.4-88.6) per 1,000 person-years. Older age (odds ratio [OR] 2.8, 95% CI 1.39-5.65), historical fracture (OR 5.24, 95% CI 3.44-7.99), and use of more than 30 mg morphine equivalent (OR 1.86, 95% CI 1.08-3.19) conferred increased odds of fracture. CONCLUSIONS In this large sample of Medicare beneficiaries with AS, increasing age, historical fracture, and use of opioids had higher odds of fracture. Men and women were equally likely to have a fracture. Because opioid use was associated with fracture in AS, this high-risk population should be considered for interventions to mitigate risk.
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Affiliation(s)
- Rachael Stovall
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
| | - Emma Kersey
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
| | - Jing Li
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
| | | | - Christine Anastasiou
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
| | - Andriko Palmowski
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
- Department of Rheumatology and Clinical Immunology, Charité – Universitätsmedizin Berlin
- Section for Biostatistics and Evidence-Based Research, the Parker Institute, University of Copenhagen, Copenhagen, Denmark
| | - Gabriela Schmajuk
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
- San Francisco VA Healthcare System
- UCSF Institute for Health Policy Research
| | - Lianne Gensler
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
| | - Jinoos Yazdany
- Division of Rheumatology, University of California San Francisco (UCSF), San Francisco, CA
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15
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Lin SY, Chen WJ, Ku CK, Chen YM, Chen CH, Chien LN. Treatment Persistence and Medication Switch Associated With Subsequent Fractures After Osteoporotic Fractures. J Clin Endocrinol Metab 2023; 109:e200-e208. [PMID: 37526298 DOI: 10.1210/clinem/dgad449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 07/11/2023] [Accepted: 07/30/2023] [Indexed: 08/02/2023]
Abstract
CONTEXT Despite prevalent anti-osteoporosis medication (AOM) switching in real-world osteoporosis management, few studies have evaluated the impact of persistent AOM treatment, allowing for AOM switching, on the risk of subsequent fracture. OBJECTIVE We examined the association between persistence in AOM and subsequent fractures, allowing for medication switching among patients with osteoporotic fractures. METHODS This retrospective cohort study used Taiwan National Health Insurance claims data to select patients who initiated AOM between 2013 and 2016. Treatment persistence was defined as use of any AOM on a given day of interest with a 45-day grace period. Medication switch was allowed for persistence if remaining on treatment. AOMs with long-lasting inhibition of bone resorption (zoledronate and denosumab) were categorized as high-potency; others as low-potency. Multivariate Cox models were used to evaluate risk of subsequent fractures ≥3 months after initiating AOM. RESULTS A total of 119 473 patients were included (mean [SD] follow-up 46.4 [15.6] months), and 26.8% switched from the index AOM. Within 1 year, 52% remained persistent with AOM. Compared to patients with persistent AOM, those not persistent had higher risk of subsequent hip (adjusted hazard ratio [aHR] = 1.31; 95% CI, 1.21-1.42), vertebral (aHR = 1.17; 95% CI, 1.13-1.22), and radius fractures (aHR = 1.16; 95% CI, 1.08-1.25). Patients with persistent AOM who switched from high- to low-potency AOM had higher risk of subsequent vertebral fractures than those with persistent AOM and no potency switch (aHR = 1.28; 95% CI, 1.02-1.60). CONCLUSION Patients with non-persistent AOM had higher risk of subsequent fractures than persistent users when allowing AOM switch. Switching AOM potency may influence the risk of subsequent vertebral fractures and warrants further investigation.
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Affiliation(s)
- Sung-Yen Lin
- Orthopaedic Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Orthopedics, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Regeneration Medicine and Cell Therapy Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Division of Adult Reconstruction Surgery, Department of Orthopedics, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Orthopedics, School of Post-Baccalaureate Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Wei-Ju Chen
- Medical, Amgen Taiwan Limited, Taipei 110, Taiwan
| | - Chieh-Ko Ku
- Medical, Amgen Taiwan Limited, Taipei 110, Taiwan
| | - Yi-Ming Chen
- Division of Allergy, Immunology, and Rheumatology, Department of Medical Research, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
| | - Chung-Hwan Chen
- Orthopaedic Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Orthopedics, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Regeneration Medicine and Cell Therapy Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Division of Adult Reconstruction Surgery, Department of Orthopedics, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Orthopedics, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Orthopedics, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung 80145, Taiwan
- Ph.D. Program in Biomedical Engineering, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Institute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan
- Graduate Institute of Materials Engineering, College of Engineering, National Pingtung University of Science and Technology, Pingtung 912301, Taiwan
| | - Li-Nien Chien
- Institute of Health and Welfare Policy, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
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Heo KN, Seok JY, Ah YM, Kim KI, Lee SB, Lee JY. Development and validation of a machine learning-based fall-related injury risk prediction model using nationwide claims database in Korean community-dwelling older population. BMC Geriatr 2023; 23:830. [PMID: 38082380 PMCID: PMC10712099 DOI: 10.1186/s12877-023-04523-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Falls impact over 25% of older adults annually, making fall prevention a critical public health focus. We aimed to develop and validate a machine learning-based prediction model for serious fall-related injuries (FRIs) among community-dwelling older adults, incorporating various medication factors. METHODS Utilizing annual national patient sample data, we segmented outpatient older adults without FRIs in the preceding three months into development and validation cohorts based on data from 2018 and 2019, respectively. The outcome of interest was serious FRIs, which we defined operationally as incidents necessitating an emergency department visit or hospital admission, identified by the diagnostic codes of injuries that are likely associated with falls. We developed four machine-learning models (light gradient boosting machine, Catboost, eXtreme Gradient Boosting, and Random forest), along with a logistic regression model as a reference. RESULTS In both cohorts, FRIs leading to hospitalization/emergency department visits occurred in approximately 2% of patients. After selecting features from initial set of 187, we retained 26, with 15 of them being medication-related. Catboost emerged as the top model, with area under the receiver operating characteristic of 0.700, along with sensitivity and specificity rates around 65%. The high-risk group showed more than threefold greater risk of FRIs than the low-risk group, and model interpretations aligned with clinical intuition. CONCLUSION We developed and validated an explainable machine-learning model for predicting serious FRIs in community-dwelling older adults. With prospective validation, this model could facilitate targeted fall prevention strategies in primary care or community-pharmacy settings.
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Affiliation(s)
- Kyu-Nam Heo
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1, Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Republic of Korea
| | - Jeong Yeon Seok
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1, Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Republic of Korea
| | - Young-Mi Ah
- College of Pharmacy, Yeungnam University, Gyeongsan-si, 38541, Republic of Korea
| | - Kwang-Il Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Seung-Bo Lee
- Department of Medical Informatics, Keimyung University School of Medicine, Dalgubeol-Daero 1095, Dalseo-Gu, Daegu, 42601, Republic of Korea.
| | - Ju-Yeun Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1, Gwanak-Ro, Gwanak-Gu, Seoul, 08826, Republic of Korea.
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Merjanah S, Liew JW, Bihn J, Fillmore NR, Brophy MT, Do NV, Dubreuil M. Trends in Fracture Rates Over Two Decades Among Veterans With Ankylosing Spondylitis. Arthritis Care Res (Hoboken) 2023; 75:2481-2488. [PMID: 37308459 PMCID: PMC10704387 DOI: 10.1002/acr.25166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 04/09/2023] [Accepted: 05/23/2023] [Indexed: 06/14/2023]
Abstract
OBJECTIVE There is an increased risk of fracture in individuals with ankylosing spondylitis (AS) compared to the general population, possibly due to systemic inflammatory effects. The use of tumor necrosis factor inhibitors (TNFi) may reduce fracture risk by inhibiting inflammation. We assessed fracture rates in AS versus non-AS comparators and whether these rates have changed since the introduction of TNFi. METHODS We used the national Veterans Affairs database to identify adults ≥18 years old with ≥1 International Classification of Diseases, Ninth Revision (ICD-9)/ICD-10 code for AS and at least 1 disease-modifying antirheumatic drug prescription. As comparators, we selected a random sample of adults without AS diagnosis codes. We calculated fracture incidence rates for AS and comparators, with direct standardization to the cohort structure in 2017. To compare fracture rates from 2000 to 2002 (pre-TNFi) versus 2004-2020 (TNFi era), we performed an interrupted time series analysis. RESULTS We included 3,794 individuals with AS (mean age 53 years, 92% male) and 1,152,805 comparators (mean age 60 years, 89% male). For AS, the incidence rate of fractures increased from 7.9/1,000 person-years in 2000 to 21.6/1,000 person-years in 2020. The rate also increased among comparators, although the ratio of fracture rates (AS/comparators) remained relatively stable. In the interrupted time series, the fracture rate for AS patients in the TNFi era was nonsignificantly increased compared to the pre-TNFi era. CONCLUSION Fracture rates have increased over time for both AS and non-AS comparators. The fracture rate in individuals with AS did not decrease after TNFi introduction in 2003.
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Affiliation(s)
- Sali Merjanah
- Section of Rheumatology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Jean W. Liew
- Section of Rheumatology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - John Bihn
- VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA
| | - Nathanael R. Fillmore
- VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Mary T. Brophy
- VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA
- Section of Hematology and Medical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Nhan V. Do
- VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA
- Section of General Internal Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Maureen Dubreuil
- Section of Rheumatology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
- VA Boston Department of Medicine, VA Boston Healthcare System, Boston, MA
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18
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Horton TG, Richardson TL, Hackstadt AJ, Halvorson AE, Hung AM, Greevy R, Roumie CL. Validation of an algorithm to identify fractures among patients within the Veterans Health Administration. Pharmacoepidemiol Drug Saf 2023; 32:1290-1298. [PMID: 37363939 PMCID: PMC10543449 DOI: 10.1002/pds.5662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 06/09/2023] [Accepted: 06/23/2023] [Indexed: 06/28/2023]
Abstract
OBJECTIVE To validate an algorithm that identifies fractures using billing codes from the International Classification of Diseases Ninth Revision (ICD-9) and Tenth Revision (ICD-10) for inpatient, outpatient, and emergency department visits in a population of patients. METHODS We identified and reviewed a random sample of 543 encounters for adults receiving care within a single Veterans Health Administration healthcare system and had a first fracture episode between 2010 and 2019. To determine if an encounter represented a true incident fracture, we performed chart abstraction and assessed the type of fracture and mechanism. We calculated the positive predictive value (PPV) for the overall algorithm and each component diagnosis code along with 95% confidence intervals. Inverse probabilities of selection sampling weights were used to reflect the underlying study population. RESULTS The algorithm had an initial PPV of 73.5% (confidence interval [CI] 69.5, 77.1), with low performance when weighted to reflect the full population (PPV 66.3% [CI 58.8, 73.1]). The modified algorithm was restricted to diagnosis codes with PPVs > 50% and outpatient codes were restricted to the first outpatient position, with the exception of one high performing code. The resulting unweighted PPV improved to 90.1% (CI 86.2, 93.0) and weighted PPV of 91.3% (CI 86.8, 94.4). A confirmation sample demonstrated verified performance with PPV of 87.3% (76.0, 93.7). PPVs by location of care (inpatient, emergency department and outpatient) remained greater than 85% in the modified algorithm. CONCLUSIONS The modified algorithm, which included primary billing codes for inpatient, outpatient, and emergency department visits, demonstrated excellent PPV for identification of fractures among a cohort of patients within the Veterans Health Administration system.
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Affiliation(s)
- Thomas G. Horton
- Veteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Nashville, TN
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Tadarro L. Richardson
- Veteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Nashville, TN
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Amber J. Hackstadt
- Veteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Nashville, TN
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN
| | - Alese E. Halvorson
- Veteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Nashville, TN
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN
| | - Adriana M. Hung
- Veteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Nashville, TN
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Robert Greevy
- Veteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Nashville, TN
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN
| | - Christianne L. Roumie
- Veteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Nashville, TN
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN
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19
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Nissinen T, Sund R, Suoranta S, Kröger H, Väänänen SP. Combining Register and Radiological Visits Data Allows to Reliably Identify Incident Wrist Fractures. Clin Epidemiol 2023; 15:1001-1008. [PMID: 37750092 PMCID: PMC10518171 DOI: 10.2147/clep.s421013] [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] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 08/23/2023] [Indexed: 09/27/2023] Open
Abstract
Purpose To evaluate how comprehensively wrist fractures can be tracked from the national medical registers, and to propose a method for complementing the register data using time stamps of wrist radiography visits recorded in the radiological image archive. Patients and Methods For the Kuopio Osteoporosis Risk Factor and Prevention Study (OSTPRE) cohort of 14220 post-menopausal women, we analysed the data from the Care Register for Health Care, Register for Primary Health Care Visits, self-reports, radiological image archive PACS, and patient records to identify the wrist fractures occurred between 2011 and 2021. Using this gold standard of fractures, we validated the coverage of the registers and image archive and created algorithms to automatically identify fracture events from the registers and/or metadata of wrist radiography visits. Results We show that wrist fractures cannot be comprehensively identified based on national registers. To remedy this, our proposed method of combining register and image archive data can lift the coverage from 81% to 94% and reduce false discoveries from 6% to 2%. Conclusion The proposed method offers a more reliable way of gathering fracture information. Comprehensive fracture identification is essential in many research settings, such as incidence statistics, prevention studies, and risk assessment models.
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Affiliation(s)
- Tomi Nissinen
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Radiology, Kuopio University Hospital, Kuopio, Finland
| | - Reijo Sund
- Kuopio Musculoskeletal Research Unit, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Sanna Suoranta
- Department of Clinical Radiology, Kuopio University Hospital, Kuopio, Finland
- Division of Clinical Radiology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Heikki Kröger
- Kuopio Musculoskeletal Research Unit, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Orthopaedics, Traumatology and Hand Surgery, Kuopio University Hospital, Kuopio, Finland
| | - Sami P Väänänen
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Radiology, Kuopio University Hospital, Kuopio, Finland
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20
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Gong IY, Chan KKW, Lipscombe LL, Cheung MC, Mozessohn L. Fracture risk among patients with cancer compared to individuals without cancer: a population-based study. Br J Cancer 2023; 129:665-671. [PMID: 37422530 PMCID: PMC10421906 DOI: 10.1038/s41416-023-02353-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 06/15/2023] [Accepted: 06/28/2023] [Indexed: 07/10/2023] Open
Abstract
BACKGROUND Patients with cancer may be at increased risk of osteoporosis and fracture; however, gaps exist in the existing literature and the association between cancer and fracture requires further examination. METHODS We conducted a population-based cohort study of Ontario patients with cancer (breast, prostate, lung, gastrointestinal, haematologic) diagnosed between January 2007 to December 2018 and 1:1 matched non-cancer controls. The primary outcome was incident fracture (end of follow-up December 2019). Multivariable Cox regression analysis was used to estimate the relative fracture risk with sensitivity analysis accounting for competing risk of death. RESULTS Among 172,963 cancer patients with non-cancer controls, 70.6% of patients with cancer were <65 years old, 58% were female, and 9375 and 8141 fracture events were observed in the cancer and non-cancer group, respectively (median follow-up 6.5 years). Compared to non-cancer controls, patients with cancer had higher risk of fracture (adjusted HR [aHR] 1.10, 95% CI 1.07-1.14, p < 0.0001), which was also observed for both solid (aHR 1.09, 95% CI 1.05-1.13, p < 0.0001) and haematologic cancers (aHR 1.20, 95% CI 1.10-1.31, p < 0.0001). Sensitivity analysis accounting for competing risk of death did not change these findings. CONCLUSIONS Our study indicates that patients with cancer are at modest risk of fractures compared to non-cancer controls.
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Affiliation(s)
- Inna Y Gong
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Kelvin K W Chan
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Odette Cancer Centre, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Lorraine L Lipscombe
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Matthew C Cheung
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Odette Cancer Centre, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Lee Mozessohn
- Department of Medicine, University of Toronto, Toronto, ON, Canada.
- ICES, Toronto, ON, Canada.
- Odette Cancer Centre, Sunnybrook Health Sciences Center, Toronto, ON, Canada.
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21
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Riester MR, Beaudoin FL, Joshi R, Hayes KN, Cupp MA, Berry SD, Zullo AR. Evaluation of post-acute care and one-year outcomes among Medicare beneficiaries with hip fractures: a retrospective cohort study. BMC Med 2023; 21:232. [PMID: 37400841 DOI: 10.1186/s12916-023-02958-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 06/22/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Post-acute care (PAC) services after hospitalization for hip fracture are typically provided in skilled nursing facilities (SNFs), inpatient rehabilitation facilities (IRFs), or at home via home health care (HHC). Little is known about the clinical course following PAC for hip fracture. We examined the nationwide burden of adverse outcomes by PAC setting in the year following discharge from PAC for hip fracture. METHODS This retrospective cohort included Medicare Fee-for-Service beneficiaries > 65 years who received PAC services in U.S. SNFs, IRFs, or HHC following hip fracture hospitalization between 2012 and 2018. Individuals who had a fall-related injury (FRI) during PAC or received PAC services in multiple settings were excluded. Primary outcomes included FRIs, all-cause hospital readmissions, and death in the year following discharge from PAC. Cumulative incidences and incidence rates for adverse outcomes were reported by PAC setting. Exploratory analyses examined risk ratios and hazard ratios between settings before and after inverse-probability-of-treatment-weighting, which accounted for 43 covariates. RESULTS Among 624,631 participants (SNF, 67.78%; IRF, 16.08%; HHC, 16.15%), the mean (standard deviation) age was 82.70 (8.26) years, 74.96% were female, and 91.30% were non-Hispanic White. Crude incidence rates (95%CLs) per 1000 person-years were highest among individuals receiving SNF care for FRIs (SNF, 123 [121, 123]; IRF, 105 [102, 107]; HHC, 89 [87, 91]), hospital readmission (SNF, 623 [619, 626]; IRF, 538 [532, 544]; HHC, 418 [414, 423]), and death (SNF, 167 [165, 169]; IRF, 47 [46, 49]; HHC, 55 [53, 56]). Overall, rates of adverse outcomes generally remained higher among SNF care recipients after covariate adjustment. However, inferences about the group with greater adverse outcomes differed for FRIs and hospital readmissions based on risk ratio or hazard ratio estimates. CONCLUSIONS In this retrospective cohort study of individuals hospitalized for hip fracture, rates of adverse outcomes in the year following PAC were common, especially among SNF care recipients. Understanding risks and rates of adverse events can inform future efforts to improve outcomes for older adults receiving PAC for hip fracture. Future work should consider calculating risk and rate measures to assess the influence of differential time under observation across PAC groups.
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Affiliation(s)
- Melissa R Riester
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, 200 Dyer Street, Box 2013, Providence, RI, 02912, USA.
| | - Francesca L Beaudoin
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, 200 Dyer Street, Box 2013, Providence, RI, 02912, USA
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
| | - Richa Joshi
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, 200 Dyer Street, Box 2013, Providence, RI, 02912, USA
| | - Kaleen N Hayes
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, 200 Dyer Street, Box 2013, Providence, RI, 02912, USA
- Graduate Department of Pharmaceutical Sciences, Faculty of Pharmacy, University of Toronto Leslie Dan, Toronto, ON, Canada
| | - Meghan A Cupp
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, 200 Dyer Street, Box 2013, Providence, RI, 02912, USA
| | - Sarah D Berry
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Roslindale, MA, USA
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Andrew R Zullo
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, 200 Dyer Street, Box 2013, Providence, RI, 02912, USA
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
- Center of Innovation in Long-Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, RI, USA
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22
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Fu SH, Yu PY, Li CY, Hung CC, Lee CC, Chen HY, Tai TW, Hwang JS, Yang RS, Chiang H, Lin SY, Wu CH, Liao LC, Chuang CJ, Wu CY, Chang CY, Lee MT, Chen CH, Wang CY. Diagnostic accuracy of algorithms to define incident and second hip fractures: A Taiwan validation study. J Formos Med Assoc 2023; 122 Suppl 1:S82-S91. [PMID: 37353444 DOI: 10.1016/j.jfma.2023.05.037] [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: 12/29/2022] [Revised: 03/31/2023] [Accepted: 05/29/2023] [Indexed: 06/25/2023] Open
Abstract
BACKGROUND Previous epidemiological researchers have used various algorithms to identify a second hip fracture; however, there has been no validation of these algorithms to date. This study aimed to verify existing algorithms for identifying second hip fracture under the International Classification of Diseases diagnostic coding systems. Furthermore, we examined the validity of two newly proposed algorithms that integrated the concept of periprosthetic fractures and laterality of the ICD-10 coding system. METHODS Claims data of patients hospitalized for hip fracture from National Taiwan University Hospitals between 2007 and 2020 were retrieved. Hip fracture was confirmed by 2 orthopaedic surgeons with medical records and imaging data as gold standards. The validity of 9 existing and 2 newly proposed algorithms for identifying second hip fracture was evaluated. RESULTS The positive predictive value (PPV) range between 84% and 90% in existing algorithms for identifying second hip fractures. Noteworthy, the longer time interval for discrimination resulted in slightly increased PPV (from 87% to 90%), while decreased sensitivity noticeably (from 87% to 72%). When considering the information about periprosthetic fracture, the PPV increased to 91% without diminished sensitivity. The PPV of the newly proposed ICD-10-specific algorithm was 100%. CONCLUSION Algorithms integrated clinical insights of periprosthetic fractures and laterality concept of ICD-10 coding system provided satisfactory validity and help precisely define second hip fracture in future database research.
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Affiliation(s)
- Shau-Huai Fu
- Department of Orthopedics, National Taiwan University Hospital Yunlin Branch, Yunlin County, Taiwan; Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ping-Ying Yu
- Department of General Internal Medicine, Mackay Memorial Hospital, Taipei, Taiwan
| | - Chung-Yi Li
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan; Department of Healthcare Administration, College of Medical and Health Science, Asia University, Taichung, Taiwan
| | - Chih-Chien Hung
- Department of Orthopedics, National Taiwan University Hospital Yunlin Branch, Yunlin County, Taiwan
| | - Chia-Che Lee
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei, Taiwan; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Hsuan-Yu Chen
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Ta-Wei Tai
- Department of Orthopedics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Skeleton Materials and Biocompatibility Core Lab, Research Center of Clinical Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jawl-Shan Hwang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
| | - Rong-Sen Yang
- Department of Orthopedics, National Taiwan University Hospital, Taipei, Taiwan
| | - Hongsen Chiang
- Department of Orthopedics, National Taiwan University Hospital, Taipei, Taiwan
| | - Sung-Yen Lin
- Department of Orthopedics, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Chih-Hsing Wu
- Institute of Gerontology, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Family Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ling-Chiao Liao
- Department of Pharmacy, National Taiwan University Hospital Yunlin Branch, Yunlin County, Taiwan
| | - Chin-Ju Chuang
- Department of Pharmacy, National Taiwan University Hospital Yunlin Branch, Yunlin County, Taiwan
| | - Chiu-Yi Wu
- Department of Pharmacy, National Taiwan University Hospital Yunlin Branch, Yunlin County, Taiwan
| | - Cheng-Ying Chang
- Department of Pharmacy, National Taiwan University Hospital Yunlin Branch, Yunlin County, Taiwan
| | - Ming-Tsung Lee
- National Center for Geriatrics and Welfare Research, National Health Research Institutes, Yunlin County, Taiwan; Department of Nursing, Hungkuang University, Taichung, Taiwan
| | - Chung-Hwan Chen
- Department of Orthopedics, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Orthopaedic Research Center and Department of Orthopedics, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Regenerative Medicine and Cell Therapy Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Orthopedics, Kaohsiung Municipal Ta-Tung Hospital and Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.
| | - Chen-Yu Wang
- Department of Pharmacy, National Taiwan University Hospital Yunlin Branch, Yunlin County, Taiwan; National Center for Geriatrics and Welfare Research, National Health Research Institutes, Yunlin County, Taiwan; School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan; Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.
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Real-World Management of Patients With Osteoporosis at Very High Risk of Fracture. J Am Acad Orthop Surg 2023; 31:e327-e335. [PMID: 36791248 DOI: 10.5435/jaaos-d-22-00476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 11/27/2022] [Indexed: 02/17/2023] Open
Abstract
INTRODUCTION Lack of consideration for risk-based assessments that inform osteoporosis treatment decisions may contribute to disease burden. In this study, we examined the prevalence of patients at very high risk of fracture and evaluated real-world treatment practices for these patients. METHODS This retrospective observational cohort study used real-world data linked to commercial and Medicare medical claims from Symphony Health PatientSource. Patients 50 years and older with osteoporosis (determined by the presence of a diagnosis code) and at very high risk of fracture according to the American Association of Clinical Endocrinologists (AACE) and American College of Endocrinology (ACE) (AACE/ACE) 2020 guidelines between January 1, 2018, and December 31, 2018, were included. The number and proportion of patients treated with any osteoporosis medication were evaluated. RESULTS Of the 10,739,286 patients with osteoporosis, 5,078,111 (47.3%) were identified as meeting the AACE criteria for very high risk of fracture and were selected for the analysis. Most (5,033,106 [99.1%]) had a high risk of falls and/or a history of falls resulting in injury. Among the 1,667,794 patients (32.8%) eligible for treatment, 280,777 (16.8%) received treatment. Of these, 63.6% received alendronate, an alternative therapy, and 21.2% received a risk-based guideline-recommended medicine (teriparatide, zoledronic acid, denosumab, abaloparatide, or romosozumab). A greater proportion of men were untreated, 161,978 (90.5) compared with 1,185,003 women (81.8). DISCUSSION Most patients at very high risk of fracture remain untreated. Most of those treated do not receive the appropriate recommended treatments for patients at high risk. Risk-based treatment decisions may allow for more appropriate medication selection.
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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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LeBoff MS, Chou SH, Ratliff KA, Cook NR, Clar A, Holman B, Copeland T, Smith DC, Rist PM, Manson JE, Sesso HD, Crandall CJ. Rationale and design of an ancillary study evaluating the effects of the cocoa flavanol and/or multivitamin interventions on falls and physical performance outcomes in the COcoa Supplement and Multivitamin Outcomes Study (COSMOS). Contemp Clin Trials 2023; 125:107078. [PMID: 36621596 PMCID: PMC10732156 DOI: 10.1016/j.cct.2023.107078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 12/27/2022] [Accepted: 01/03/2023] [Indexed: 01/07/2023]
Abstract
BACKGROUND Falls and decreased physical function increase markedly with age and result in injury, hospitalization, and premature death. Emerging studies show potential benefits of supplemental cocoa extract on physical performance, including grip strength and walking speed in older adults. However, there are no large, long-term randomized controlled trials of effects of supplemental cocoa extract on falls, muscle performance, and/or fall-related injuries. METHODS The COcoa Supplement and Multivitamin Outcomes Study (COSMOS) is a double-blind, placebo-controlled, 2 × 2 factorial trial investigating effects of supplementation with cocoa extract (500 mg/d, including 80 mg (-)-epicatechin) and/or a multivitamin on prevention of cardiovascular disease and cancer in 21,442 women (≥65 years) and men (≥60 years). COSMOS Effects on Falls and Physical Performance is an ancillary study to COSMOS that will clarify effects of cocoa extract and/or multivitamin supplementation on falls, physical performance, and incident fracture outcomes in older adults. Injurious fall(s) resulting in healthcare utilization and recurrent falls were regularly assessed by follow-up questionnaires in the overall cohort. Incident fractures were also assessed by annual questionnaires. Circumstances surrounding falls and any fall-related injuries will be confirmed by medical record review. Effects of the interventions on 2-year changes in physical performance measures (grip strength, walking speed, and the Short Physical Performance Battery) will be tested in a clinic sub-cohort (n = 603). CONCLUSION Results from this ancillary study will determine whether supplemental cocoa extract slows age-related declines in physical performance and decrease injurious and recurrent falls and fall-related injuries and fractures that are major public health problems in older adults.
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Affiliation(s)
- Meryl S LeBoff
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, MA, United States of America; Harvard Medical School, Boston, MA, United States of America.
| | - Sharon H Chou
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, MA, United States of America; Harvard Medical School, Boston, MA, United States of America
| | - Kristin A Ratliff
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, MA, United States of America
| | - Nancy R Cook
- Harvard Medical School, Boston, MA, United States of America; Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - Allison Clar
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America
| | - Beth Holman
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America
| | - Trisha Copeland
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America
| | - Doug C Smith
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America
| | - Pamela M Rist
- Harvard Medical School, Boston, MA, United States of America; Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - JoAnn E Manson
- Harvard Medical School, Boston, MA, United States of America; Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - Howard D Sesso
- Harvard Medical School, Boston, MA, United States of America; Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, United States of America; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - Carolyn J Crandall
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at University of California, Los Angeles, CA, United States of America
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Hsu S, Criqui MH, Ginsberg C, Hoofnagle AN, Ix JH, McClelland RL, Michos ED, Shea SJ, Siscovick D, Zelnick LR, Kestenbaum BR, de Boer IH. Biomarkers of Vitamin D Metabolism and Hip and Vertebral Fracture Risk: The Multi-Ethnic Study of Atherosclerosis. JBMR Plus 2022; 6:e10697. [PMID: 36530185 PMCID: PMC9751658 DOI: 10.1002/jbm4.10697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/30/2022] [Accepted: 10/26/2022] [Indexed: 11/07/2022] Open
Abstract
Studies on associations between biomarkers of vitamin D metabolism and fracture risk have focused predominantly on White or elderly populations and may not be generalizable to relatively healthy multiethnic populations. We tested associations of total 25-hydroxyvitamin D (25[OH]D), the ratio of 24,25-dihydroxyvitamin D3 to 25-hydroxyvitamin D3 (vitamin D metabolite ratio, VDMR), parathyroid hormone (PTH), and fibroblast growth factor-23 (FGF-23) concentrations measured in serum with risk of hip and vertebral fractures in the Multi-Ethnic Study of Atherosclerosis (MESA). Serum 25-hydroxyvitamin D2 and D3 and 24,25-dihydroxyvitamin D3 were measured by liquid chromatography-tandem mass spectrometry (LC-MS/MS). The study cohort of 6466 participants was without clinically apparent cardiovascular disease and was 39% White, 27% Black, 22% Hispanic, and 12% Chinese. The mean age was 62 years, and 53% were female. There were 128 hip and vertebral fractures over a mean follow-up of 14.2 years. 25(OH)D, the VDMR, PTH, and FGF-23 were not significantly associated with fracture risk after adjustment for demographics, diabetes, smoking, systolic blood pressure, body mass index, medication use, albuminuria, and estimated glomerular filtration rate. Principal component analysis did not suggest differences in linear combinations of 25(OH)D, the VDMR, PTH, and FGF-23 between participants who experienced fractures and those who did not. We did not observe significant interaction between race and ethnicity and any biomarker of vitamin D metabolism on fracture risk. In conclusion, none of the four serum biomarkers of vitamin D metabolism investigated showed a significant association with fracture risk in relatively healthy multiethnic populations. © 2022 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research.
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Affiliation(s)
- Simon Hsu
- Division of Nephrology and Kidney Research Institute, Department of MedicineUniversity of WashingtonSeattleWAUSA
| | - Michael H. Criqui
- Division of Preventive Medicine, Department of Family MedicineUniversity of California, San DiegoLa JollaCAUSA
| | - Charles Ginsberg
- Division of Nephrology‐HypertensionUniversity of California, San DiegoSan DiegoCAUSA
| | | | - Joachim H. Ix
- Division of Nephrology‐HypertensionUniversity of California, San DiegoSan DiegoCAUSA
| | | | - Erin D. Michos
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMDUSA
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology and Clinical ResearchJohns Hopkins University Bloomberg School of Public HealthBaltimoreMDUSA
| | - Steven J. Shea
- Department of MedicineColumbia University College of Physicians and SurgeonsNew YorkNYUSA
- Department of EpidemiologyMailman School of Public Health, Columbia UniversityNew YorkNYUSA
| | | | - Leila R. Zelnick
- Division of Nephrology and Kidney Research Institute, Department of MedicineUniversity of WashingtonSeattleWAUSA
| | - Bryan R. Kestenbaum
- Division of Nephrology and Kidney Research Institute, Department of MedicineUniversity of WashingtonSeattleWAUSA
| | - Ian H. de Boer
- Division of Nephrology and Kidney Research Institute, Department of MedicineUniversity of WashingtonSeattleWAUSA
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Chattaris T, Oh G, Gouskova NA, Kim DH, Kiel DP, Berry SD. Osteoporosis Medications Prevent Subsequent Fracture in Frail Older Adults. J Bone Miner Res 2022; 37:2103-2111. [PMID: 36168189 PMCID: PMC9712267 DOI: 10.1002/jbmr.4693] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 08/12/2022] [Accepted: 08/28/2022] [Indexed: 11/08/2022]
Abstract
Frailty is common in older adults with fractures. Osteoporosis medications reduce subsequent fracture, but limited data exist on medication efficacy in frail individuals. Our objective was to determine whether medications reduce the risk of subsequent fracture in frail, older adults. A retrospective cohort of Medicare fee-for-service beneficiaries was conducted (2014-2016). We included adults aged ≥65 years who were hospitalized with fractures without osteoporosis treatment. Pre-fracture frailty was defined using claims-based frailty index (≥0.2 = frail). Exposure to any osteoporosis treatment (oral or intravenous bisphosphonates, denosumab, and teriparatide) was ascertained using Part B and D claims and categorized according to the cumulative duration of exposure: none, 1-90 days, and >90 days. Subsequent fractures were ascertained from Part A or B claims. Cause-specific hazard models with time-varying exposure were fit to examine the association between treatment and fracture outcomes, controlling for relevant covariates. Among 29,904 patients hospitalized with fractures, 15,345 (51.3%) were frail, and 2148 (7.2%) received osteoporosis treatment (median treatment duration 183.0 days). Patients who received treatment were younger (80.2 versus 82.2 years), female (86.5% versus 73.0%), and less frail (0.20 versus 0.22) than patients without treatment. During follow-up, 5079 (17.0%) patients experienced a subsequent fracture. Treatment with osteoporosis medications for >90 days compared with no treatment reduced the risk of fracture (hazard ratio [HR] = 0.82; 95% confidence interval [CI] 0.68-1.00) overall. Results were similar in frail (HR = 0.85; 95% CI 0.65-1.12) and non-frail (HR = 0.80; 95% CI 0.61-1.04) patients but not significant. In conclusion, osteoporosis treatment >90 days was associated with similar trends in reduced risk of subsequent fracture in frail and non-frail persons. Treatment rates were very low, particularly among the frail. When weighing treatment options in frail older adults with hospitalized fractures, clinicians should be aware that drug therapy does not appear to lose its efficacy. © 2022 American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Tanchanok Chattaris
- Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Thailand
- Hebrew SeniorLife, Hinda and Arthur Marcus Institute for Aging Research, Boston, MA
| | - Gahee Oh
- Hebrew SeniorLife, Hinda and Arthur Marcus Institute for Aging Research, Boston, MA
| | - Natalia A. Gouskova
- Hebrew SeniorLife, Hinda and Arthur Marcus Institute for Aging Research, Boston, MA
| | - Dae Hyun Kim
- Hebrew SeniorLife, Hinda and Arthur Marcus Institute for Aging Research, Boston, MA
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Douglas P. Kiel
- Hebrew SeniorLife, Hinda and Arthur Marcus Institute for Aging Research, Boston, MA
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Sarah D. Berry
- Hebrew SeniorLife, Hinda and Arthur Marcus Institute for Aging Research, Boston, MA
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
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28
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Validation of Operational Definition to Identify Patients with Osteoporotic Hip Fractures in Administrative Claims Data. Healthcare (Basel) 2022; 10:healthcare10091724. [PMID: 36141336 PMCID: PMC9498336 DOI: 10.3390/healthcare10091724] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 08/31/2022] [Indexed: 11/18/2022] Open
Abstract
As incidences of osteoporotic hip fractures (OHFs) have increased, identifying OHFs has become important to establishing the medical guidelines for their management. This study was conducted to develop an operational definition to identify patients with OHFs using two diagnosis codes and eight procedure codes from health insurance claims data and to assess the operational definition’s validity through a chart review. The study extracted data on OHFs from 522 patients who underwent hip surgeries based on diagnosis codes. Orthopedic surgeons then reviewed these patients’ medical records and radiographs to identify those with true OHFs. The validities of nine different algorithms of operational definitions, developed using a combination of three levels of diagnosis codes and eight procedure codes, were assessed using various statistics. The developed operational definition showed an accuracy above 0.97 and an area under the receiver operating characteristic curve above 0.97, indicating excellent discriminative power. This study demonstrated that the operational definition that combines diagnosis and procedure codes shows a high validity in detecting OHFs and can be used as a valid tool to detect OHFs from big health claims data.
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Konstantelos N, Rzepka AM, Burden AM, Cheung AM, Kim S, Grootendorst P, Cadarette SM. Fracture definitions in observational osteoporosis drug effects studies that leverage healthcare administrative (claims) data: a scoping review. Osteoporos Int 2022; 33:1837-1844. [PMID: 35578134 PMCID: PMC9463274 DOI: 10.1007/s00198-022-06395-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 03/30/2022] [Indexed: 11/27/2022]
Abstract
UNLABELLED Healthcare administrative (claims) data are commonly utilized to estimate drug effects. We identified considerable heterogeneity in fracture outcome definitions in a scoping review of 57 studies that estimated osteoporosis drug effects on fracture risk. Better understanding of the impact of different fracture definitions on study results is needed. PURPOSE Healthcare administrative (claims) data are frequently used to estimate the real-world effects of drugs. Fracture incidence is a common outcome of osteoporosis drug studies. We aimed to describe how fractures are defined in studies that use claims data. METHODS We searched MEDLINE (Ovid), Embase (Ovid), CINAHL (EBSCO), and gray literature for studies published in English between 2000 and 2020 that estimated fracture effectiveness (hip, humerus, radius/ulna, vertebra) or safety (atypical fracture of the femur, AFF) of osteoporosis drugs using claims data in Canada and the USA. Literature searches, screening and data abstraction were completed independently by two reviewers. RESULTS We identified 57 eligible studies (52 effectiveness, 3 safety, 2 both). Hip fracture was the most common fracture site studied (93%), followed by humerus (66%), radius/ulna (59%), vertebra (61%), and AFF (9%). Half (n = 29) of the studies did not indicate specific data sources, codes, or cite a validation paper. Of the papers with sufficient detail, heterogeneity in fracture definitions was common. The most common definition within each fracture site was used by less than half of the studies that examined effectiveness (12 definitions in 29 hip fracture papers, 8 definitions in 17 humerus papers, 8 definitions in 13 radius/ulna papers, 9 definitions in 15 vertebra papers), and 3 definitions among 4 AFF papers. CONCLUSION There is ambiguity and heterogeneity in fracture outcome definitions in studies that leverage claims data. Better transparency in outcome reporting is needed. Future exploration of how fracture definitions impact study results is warranted.
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Affiliation(s)
- N Konstantelos
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada.
| | - A M Rzepka
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
| | - A M Burden
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
- ETH Zurich, Zurich, Switzerland
| | - A M Cheung
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Department of Medicine, University Health Network, University of Toronto, Toronto, Canada
| | - S Kim
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
- Women's College Hospital, Toronto, Canada
| | - P Grootendorst
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
- WHO Collaborating Centre for Governance, Accountability and Transparency in the Pharmaceutical Sector, Toronto, Canada
| | - S M Cadarette
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- WHO Collaborating Centre for Governance, Accountability and Transparency in the Pharmaceutical Sector, Toronto, Canada
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, USA
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30
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Cosman F, Cooper C, Wang Y, Mitlak B, Varughese S, Williams SA. Comparative effectiveness and cardiovascular safety of abaloparatide and teriparatide in postmenopausal women new to anabolic therapy: A US administrative claims database study. Osteoporos Int 2022; 33:1703-1714. [PMID: 35524068 PMCID: PMC9499892 DOI: 10.1007/s00198-022-06413-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 04/19/2022] [Indexed: 11/26/2022]
Abstract
Real-world evidence on the comparative effectiveness and safety of abaloparatide versus teriparatide in women with osteoporosis may help inform treatment decisions. Following 18 months of treatment, abaloparatide was comparable to teriparatide for prevention of nonvertebral fractures, resulted in a 22% risk reduction for hip fractures, and demonstrated similar cardiovascular safety. Osteoporotic fracture risk can be reduced with anabolic or antiresorptive medications. In addition to efficacy and safety data from controlled clinical trials, real-world evidence on comparative effectiveness and safety may help inform treatment decisions. INTRODUCTION The real-world effectiveness of abaloparatide versus teriparatide on nonvertebral fracture (NVF) incidence and cardiovascular safety during the 19-month period after treatment initiation were evaluated (NCT04974723). METHODS Anonymized US patient claims data from Symphony Health, Integrated Dataverse (IDV)®, May 1, 2017 to July 31, 2019, included women aged ≥ 50 years with ≥ 1 prescription of abaloparatide or teriparatide and no prior anabolic therapy. Most were enrolled in commercial and Medicare health plans. Index was the date of the initial prescription dispensed during the identification period. In 1:1 propensity score matched cohorts, time to first NVF following index date, major adverse cardiovascular events (MACE), and MACE + heart failure (HF) were compared between cohorts using a Cox proportional hazards model. RESULTS Propensity score matching yielded 11,616 patients per cohort. Overall median age (interquartile range) was 67 (61, 75) years, and 25.6% had a fracture history. Over 19 months, 335 patients on abaloparatide and 375 on teriparatide had a NVF (hazard ratio [95% confidence interval]: 0.89 [0.77, 1.03]), and 121 and 154 patients, respectively, had a hip fracture [HR (95% CI): 0.78 (0.62, 1.00)]. The MACE and MACE + HF rates were similar between cohorts. CONCLUSIONS Following 18 months of treatment, abaloparatide was comparable to teriparatide for prevention of NVF and similar cardiovascular safety was demonstrated between cohorts.
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Affiliation(s)
- F Cosman
- Department of Medicine, Columbia University, New York, NY, USA
| | - C Cooper
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
- NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Y Wang
- Biostatistics, Radius Health, Inc., Boston, MA, USA
| | - B Mitlak
- Clinical Development, Radius Health, Inc., Boston, MB, USA.
| | - S Varughese
- Pharmacovigilance, Radius Health, Inc., Boston, MA, USA
| | - S A Williams
- Global Health Economics and Outcomes Research, Radius Health, Inc., Boston, MA, USA
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Mintz J, Duprey MS, Zullo AR, Lee Y, Kiel DP, Daiello LA, Rodriguez KE, Venkatesh AK, Berry SD. Identification of Fall-Related Injuries in Nursing Home Residents Using Administrative Claims Data. J Gerontol A Biol Sci Med Sci 2022; 77:1421-1429. [PMID: 34558615 PMCID: PMC9255678 DOI: 10.1093/gerona/glab274] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Fall-related injuries (FRIs) are a leading cause of morbidity, mortality, and costs among nursing home (NH) residents. Carefully defining FRIs in administrative data is essential for improving injury-reduction efforts. We developed a series of novel claims-based algorithms for identifying FRIs in long-stay NH residents. METHODS This is a retrospective cohort of residents of NH residing there for at least 100 days who were continuously enrolled in Medicare Parts A and B in 2016. FRIs were identified using 4 claims-based case-qualifying (CQ) definitions (Inpatient [CQ1], Outpatient and Provider with Procedure [CQ2], Outpatient and Provider with Fall [CQ3], or Inpatient or Outpatient and Provider with Fall [CQ4]). Correlation was calculated using phi correlation coefficients. RESULTS Of 153 220 residents (mean [SD] age 81.2 [12.1], 68.0% female), we identified 10 104 with at least one FRI according to one or more CQ definition. Among 2 950 residents with hip fractures, 1 852 (62.8%) were identified by all algorithms. Algorithm CQ4 (n = 326-2 775) identified more FRIs across all injuries while CQ1 identified less (n = 21-2 320). CQ2 identified more intracranial bleeds (1 028 vs 448) than CQ1. For nonfracture categories, few FRIs were identified using CQ1 (n = 20-488). Of the 2 320 residents with hip fractures identified by CQ1, 2 145 (92.5%) had external cause of injury codes. All algorithms were strongly correlated, with phi coefficients ranging from 0.82 to 0.99. CONCLUSIONS Claims-based algorithms applied to outpatient and provider claims identify more nonfracture FRIs. When identifying risk factors, stakeholders should select the algorithm(s) suitable for the FRI and study purpose.
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Affiliation(s)
- Joel Mintz
- Nova Southeastern University College of Allopathic Medicine, Davie, Florida, USA
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Roslindale, Massachusetts, USA
| | - Matthew S Duprey
- Department of Health Services, Policy, and Practice, Brown University, Providence, Rhode Island, USA
| | - Andrew R Zullo
- Department of Health Services, Policy, and Practice, Brown University, Providence, Rhode Island, USA
- Center of Innovation in Long-Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
| | - Yoojin Lee
- Department of Health Services, Policy, and Practice, Brown University, Providence, Rhode Island, USA
| | - Douglas P Kiel
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Roslindale, Massachusetts, USA
- Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Lori A Daiello
- Department of Health Services, Policy, and Practice, Brown University, Providence, Rhode Island, USA
| | - Kenneth E Rodriguez
- Department of Orthopedic Trauma Surgery, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Arjun K Venkatesh
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Sarah D Berry
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Roslindale, Massachusetts, USA
- Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
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32
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Adams AL, Ryan DS, Li BH, Williams SA, Wang Y, Weiss RJ, Black DM. Outcomes post fragility fracture among members of an integrated healthcare organization. Osteoporos Int 2022; 33:783-790. [PMID: 34686906 PMCID: PMC8930877 DOI: 10.1007/s00198-021-06205-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 10/08/2021] [Indexed: 11/25/2022]
Abstract
UNLABELLED This study highlights an unmet need in osteoporosis management, suggesting that beyond bone mineral density and fracture history, gender, fracture type, and age should be considered for fracture risk assessment. Following fragility fracture, men, patients with a spine or hip fracture, and those aged ≥ 65 have a higher disease burden. INTRODUCTION The objective of this study was to characterize osteoporosis-related fracture incidence and identify predictors of subsequent fractures and mortality. METHODS This retrospective cohort study, conducted within Kaiser Permanente Southern California, included patients aged ≥ 50 years with qualifying fractures from 1/1/2007 to 12/31/2016, identified from diagnosis/procedure codes. Rates for fracture incidence, mortality, and resource utilization in the year post-fracture are reported. Associations between index fracture types and demographic/clinical characteristics, and mortality, subsequent fracture, and rehospitalization outcomes were estimated. RESULTS Of 63,755 eligible patients, 66.7% were ≥ 65 years and 69.1% female. Index fractures included nonhip/nonspine (64.4%), hip (25.3%), and spine (10.3%). Age-adjusted subsequent fracture rate/100 person-years was higher for those with an index spine (14.5) versus hip fracture (6.3). Hospitalization rate/100 person-years was highest for patients ≥ 65 (31.8) and for spine fractures (43.5). Men (vs women) had higher age-adjusted rates of hospitalization (19.4; 17.7), emergency room visits (73.8; 66.3), and use of rehabilitation services (31.7; 27.2). The 30-day age-adjusted mortality rate/100 person-years was 46.7, 32.4, and 15.5 for spine, hip, and nonspine/nonhip fractures. The 1-year age-adjusted mortality rate/100 person-years was 14.7 for spine and 15.6 for hip fractures. In multivariable analyses, spine and hip fractures (vs nonhip/nonspine fractures) were significant predictors of 1-year mortality, all-cause and osteoporosis-related hospitalization, and nursing home use (all P-values < 0.0001). CONCLUSION Morbidity is high in the year following a fragility fracture and men, patients with a spine or hip fracture, and those aged ≥ 65 have a greater disease burden.
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Affiliation(s)
- Annette L Adams
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Denison S Ryan
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Bonnie H Li
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Setareh A Williams
- Health Economics and Outcomes Research, Global Medical Affairs, Radius Health, Inc., 22 Boston Wharf Road, 7th Floor, Boston, MA, 02210, USA.
| | - Yamei Wang
- Biostatistics, Radius Health, Inc., Boston, MA, USA
| | - Richard J Weiss
- Health Economics and Outcomes Research, Global Medical Affairs, Radius Health, Inc., 22 Boston Wharf Road, 7th Floor, Boston, MA, 02210, USA
| | - Dennis M Black
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- University of California, San Francisco, San Francisco, CA, USA
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33
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Lee YK, Park C, Won S, Park JW, Koo KH, Ha YC, Jung HS. Validation of an Operational Definition to Identify Distal Radius Fractures in a National Health Insurance Database. J Hand Surg Am 2021; 46:1026.e1-1026.e7. [PMID: 33867200 DOI: 10.1016/j.jhsa.2021.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 12/14/2020] [Accepted: 03/01/2021] [Indexed: 02/02/2023]
Abstract
PURPOSE To develop and validate identification criteria for distal radius fractures (DRFs) and their treatment using a national health insurance database. METHODS Patients who had at least 1 wrist radiograph taken in 2018 were recruited from a single academic referral hospital. After excluding patients who lacked immobilization code for wrist pathology, we collected data on the overall population. Because some patients might have undergone wrist radiography at another institution or had DRFs without an immobilization code, we additionally included patients who had a DRF diagnosis code at our institution. Reviews of medical records and wrist radiographs were considered for the diagnosis of DRF. We evaluated the sensitivity, specificity, and positive predictive value (PPV) of 3 operational definitions of fractures that were based on a single primary or secondary diagnosis code; all diagnosis codes, including primary and secondary codes; and all diagnosis and procedure codes. RESULTS Among 768 patients included in the study, true DRFs were confirmed in 305. The sensitivity, specificity, and PPV for definition 1 were 91.5% (95% CI, 88.3%-94.6%), 97.5% (95% CI, 95.9%-99.1%), and 96.9% (95% CI, 94.9%-98.9%), respectively. Although the sensitivity of definition 2 was higher (92.1%; 95% CI, 89.1%-95.2%), its specificity and PPV were lower (96.4% [95% CI, 94.4%-98.3%] and 95.6% [95% CI, 93.2%-97.9%], respectively). The sensitivity of definition 3 was the lowest (88.2%; 95% CI, 84.6%-91.8%), but its specificity and PPV were the highest among the 3 definitions (98.6% [95% CI, 97.4%-98.8%] and 98.2% [95% CI, 96.6%-99.8%], respectively). CONCLUSIONS Patients with DRFs can be identified from claims databases with high accuracy using an operational definition based on DRF diagnosis and procedure codes, including codes for surgical and nonoperative methods. CLINICAL RELEVANCE Verified operational definitions will increase the consistency of results in future national health insurance database studies related to DRFs.
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Affiliation(s)
- Young-Kyun Lee
- Department of Orthopedic Surgery, Seoul National University Bundang Hospital, Seoul, Korea
| | - Chanmi Park
- National Evidence-Based Healthcare Collaborating Agency, Seoul, Korea
| | - Seokhyung Won
- Department of Orthopedic Surgery, Seoul National University Bundang Hospital, Seoul, Korea
| | - Jung Wee Park
- Department of Orthopedic Surgery, Seoul National University Bundang Hospital, Seoul, Korea
| | - Kyung-Hoi Koo
- Department of Orthopedic Surgery, Seoul National University Bundang Hospital, Seoul, Korea
| | - Yong-Chan Ha
- Department of Orthopedic Surgery, Chung-Ang University Hospital, College of Medicine, Seoul, Korea
| | - Hyoung-Seok Jung
- National Evidence-Based Healthcare Collaborating Agency, Seoul, Korea.
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Development and validation of a one year predictive model for secondary fractures in osteoporosis. PLoS One 2021; 16:e0257246. [PMID: 34570793 PMCID: PMC8475984 DOI: 10.1371/journal.pone.0257246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 08/26/2021] [Indexed: 11/19/2022] Open
Abstract
The number of osteoporosis-related fractures in the United States is no longer declining. Existing risk-based assessment tools focus on long-term risk. Payers and prescribers need additional tools to identify patients at risk for imminent fracture. We developed and validated a predictive model for secondary osteoporosis fractures in the year following an index fracture using administrative medical and pharmacy claims from the Optum Research Database and Symphony Health, PatientSource. Patients ≥50 years with a case-qualifying fracture identified using a validated claims-based algorithm were included. Logistic regression models were created with binary outcome of a second fracture versus no second fracture within a year of index fracture, with the goal of predicting second fracture occurrence. In the Optum Research Database, 197,104 patients were identified with a case-qualifying fracture (43% commercial, 57% Medicare Advantage). Using Symphony data, 1,852,818 met the inclusion/exclusion criteria. Average patient age was 70.09 (SD = 11.09) and 71.28 (SD = 14.24) years in the Optum Research Database and Symphony data, respectively. With the exception of history of falls (41.26% vs 18.74%) and opioid use (62.80% vs 46.78%), which were both higher in the Optum Research Database, the two populations were mostly comparable. A history of falls and steroid use, which were previously associated with increased fracture risk, continue to play an important role in secondary fractures. Conditions associated with bone health (liver disease), or those requiring medications that impact bone health (respiratory disease), and cardiovascular disease and stroke—which may share etiology or risk factors with osteoporosis fractures—were also predictors of imminent fractures. The model highlights the importance of assessment of patient characteristics beyond bone density, including patient comorbidities and concomitant medications associated with increased fall and fracture risk, in alignment with recently issued clinical guidelines for osteoporosis treatment.
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Leslie WD, Epp R, Morin SN, Lix LM. Assessment of site-specific X-ray procedure codes for fracture ascertainment: a registry-based cohort study. Arch Osteoporos 2021; 16:107. [PMID: 34231060 DOI: 10.1007/s11657-021-00980-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 06/18/2021] [Indexed: 02/03/2023]
Abstract
UNLABELLED Site-specific X-ray procedure codes are a useful ancillary source of information for identifying fractures in healthcare administrative and claims data. INTRODUCTION Real-world evaluation of fracture epidemiology at the population level from electronic healthcare information, such as administrative data, requires comprehensive data sources and validated case definitions. Only hip fractures are routinely hospitalized, and the identification of most osteoporosis-related fractures which are non-hospitalized fractures remains challenging. Plain X-rays (radiographs) are first-line tests for fracture diagnosis and are frequently repeated to monitor fracture healing, and claims data related to radiologic procedures are available in many healthcare systems. We hypothesized that temporal clustering in plain X-ray procedure codes might be an ancillary source of fracture data. METHODS We identified individuals age 40 years and older in Manitoba Bone Mineral Density (BMD) Registry with a fracture diagnosis (hip, forearm, humerus, clinical vertebral) before or following a BMD test. A subset underwent detailed review of X-rays to verify an acute fracture. We examined the association between fracture diagnosis and numbers of site-specific X-ray procedures. RESULTS The registry cohort included 7793 individuals with a fracture in the previous 5 years and 8417 incident fractures. The X-ray review cohort included 167 radiologically-verified fractures. The number of site-specific X-ray codes was greater in those with vs without fracture (all P < 0.001). The number of days with site-specific X-rays was strongly associated with a fracture diagnosis (area under the curve 0.90 to 0.99 for all non-vertebral fractures, 0.66 to 0.75 for clinical vertebral fractures). There was good agreement between the date of fracture diagnosis and the first X-ray at all non-vertebral fracture sites (Spearman correlation range 0.65 to 0.99), but this was lower for clinical vertebral fractures (range 0.29 to 0.59). CONCLUSIONS Temporal clustering in site-specific X-ray procedures was associated with a corresponding fracture diagnosis in administrative medical records. Non-vertebral fracture sites were more strongly associated with X-ray procedures than clinical vertebral fractures.
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Affiliation(s)
- William D Leslie
- Department of Medicine (C5121), University of Manitoba, 409 Tache Avenue, Winnipeg, MB, R2H 2A6, Canada.
| | - Riley Epp
- Department of Medicine (C5121), University of Manitoba, 409 Tache Avenue, Winnipeg, MB, R2H 2A6, Canada
| | | | - Lisa M Lix
- Department of Medicine (C5121), University of Manitoba, 409 Tache Avenue, Winnipeg, MB, R2H 2A6, Canada
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Lu H, Lei X, Zhao H, Elting L, Siricilla M, Ursani MA, Giordano SH, Suarez-Almazor M. Bone Mineral Density at the Time of Initiating Aromatase Inhibitor Therapy Is Associated With Decreased Fractures in Women With Breast Cancer. J Bone Miner Res 2021; 36:861-871. [PMID: 33484602 DOI: 10.1002/jbmr.4250] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 11/05/2020] [Accepted: 12/06/2020] [Indexed: 12/31/2022]
Abstract
Women with estrogen receptor-positive breast cancer who receive an aromatase inhibitor (AI) are at risk for fractures. We aim to determine if dual-energy X-ray absorptiometry (DXA) scans made at the time of AI initiation are associated with decreased fractures. We retrospectively identified 25,158 women with local or regional breast cancer diagnosed between 2005 and 2013 who received AI therapy between 2007 and 2013 from the Medicare-linked Surveillance, Epidemiology, and End Results Program and Texas Cancer Registry databases. We defined baseline DXA screening using claims made between 1 year before and 6 months after each patient's first AI claim to examine determinants of baseline screening using a multivariable GENMOD model. We included a propensity score adjustment in Cox proportional hazard models to assess the association between time-varying DXA screening and the risk of fractures. Additionally, we compared the use of antiresorptive therapy drugs between the two groups. Of the study cohort, 14,738 (58.6%) received DXA screening. The screening rates increased annually from 52.1% in 2007 to 61.7% in 2013. Higher screening rates were observed in patients with younger age, married status, non-Hispanic white race, localized disease, fewer comorbidities, more than one type of aromatase inhibitor drug claim, no state buy-in (surrogate for low socioeconomic status), higher education level, and prior osteoporosis diagnosis. Baseline DXA screening was associated with decreased risk of subsequent fractures (hazard ratio = 0.91; 95% confidence interval, 0.86-0.97, p < .001) after multivariable and propensity score adjustment. Bone-modifying drugs were prescribed to 4440 (30.1%) patients with screening compared with 1766 (16.9%) without (p < .001). Of the 4440 patients who received treatment, 95% received bisphosphonates. Our study demonstrated baseline DXA screening was associated with a decreased risk of fractures and a higher likelihood of receiving antiresorptive therapies. Improvement of the baseline DXA screening is still needed in practice. © 2021 American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Huifang Lu
- Department of General Internal Medicine, Section of Rheumatology and Clinical Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xiudong Lei
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hui Zhao
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Linda Elting
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mamatha Siricilla
- Department of General Internal Medicine, Section of Rheumatology and Clinical Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mohammad Ali Ursani
- Department of General Internal Medicine, Section of Rheumatology and Clinical Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sharon H Giordano
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maria Suarez-Almazor
- Department of General Internal Medicine, Section of Rheumatology and Clinical Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Brown JP, Adachi JD, Schemitsch E, Tarride JE, Brown V, Bell A, Reiner M, Oliveira T, Motsepe-Ditshego P, Burke N, Slatkovska L. Mortality in older adults following a fragility fracture: real-world retrospective matched-cohort study in Ontario. BMC Musculoskelet Disord 2021; 22:105. [PMID: 33485305 PMCID: PMC7824940 DOI: 10.1186/s12891-021-03960-z] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 01/05/2021] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Recent studies are lacking reports on mortality after non-hip fractures in adults aged > 65. METHODS This retrospective, matched-cohort study used de-identified health services data from the publicly funded healthcare system in Ontario, Canada, contained in the ICES Data Repository. Patients aged 66 years and older with an index fragility fracture occurring at any osteoporotic site between 2011 and 2015 were identified from acute hospital admissions, emergency and ambulatory care using International Classification of Diseases (ICD)-10 codes and data were analyzed until 2017. Thus, follow-up ranged from 2 years to 6 years. Patients were excluded if they presented with an index fracture occurring at a non-osteoporotic fracture site, their index fracture was associated with a trauma code, or they experienced a previous fracture within 5 years prior to their index fracture. This fracture cohort was matched 1:1 to controls within a non-fracture cohort by date, sex, age, geography and comorbidities. All-cause mortality risk was assessed. RESULTS The survival probability for up to 6 years post-fracture was significantly reduced for the fracture cohort vs matched non-fracture controls (p < 0.0001; n = 101,773 per cohort), with the sharpest decline occurring within the first-year post-fracture. Crude relative risk of mortality (95% confidence interval) within 1-year post-fracture was 2.47 (2.38-2.56) in women and 3.22 (3.06-3.40) in men. In the fracture vs non-fracture cohort, the absolute mortality risk within one year after a fragility fracture occurring at any site was 12.5% vs 5.1% in women and 19.5% vs 6.0% in men. The absolute mortality risk within one year after a fragility fracture occurring at a non-hip vs hip site was 9.4% vs 21.5% in women and 14.4% vs 32.3% in men. CONCLUSIONS In this real-world cohort aged > 65 years, a fragility fracture occurring at any site was associated with reduced survival for up to 6 years post-fracture. The greatest reduction in survival occurred within the first-year post-fracture, where mortality risk more than doubled and deaths were observed in 1 in 11 women and 1 in 7 men following a non-hip fracture and in 1 in 5 women and 1 in 3 men following a hip fracture.
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Affiliation(s)
- Jacques P Brown
- CHU de Québec Research Centre and Laval University, Québec, QC, Canada
| | | | - Emil Schemitsch
- Division of Orthopaedic Surgery, Western University, London, ON, Canada
| | - Jean-Eric Tarride
- Department of Health Research Methods, Evidence and Impact (HEI), McMaster University, Hamilton, ON, Canada.,Programs for Assessment of Technology in Health, The Research Institute of St. Joe's Hamilton, St Joseph's Healthcare Hamilton, Hamilton, ON, Canada.,Centre for Health Economics and Policy Analysis (CHEPA), McMaster University, Hamilton, ON, Canada
| | - Vivien Brown
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
| | - Alan Bell
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
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Niznik JD, Li X, Gilliam MA, Hanson LC, Aspinall SL, Colon-Emeric C, Thorpe CT. Are Nursing Home Residents With Dementia Appropriately Treated for Fracture Prevention? J Am Med Dir Assoc 2021; 22:28-35.e3. [PMID: 33321079 PMCID: PMC8358966 DOI: 10.1016/j.jamda.2020.11.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 11/12/2020] [Accepted: 11/13/2020] [Indexed: 12/21/2022]
Abstract
Clinicians struggle with whether to prescribe osteoporosis medications for fracture prevention for older nursing home (NH) residents with dementia, given the lack of evidence in this population. To better understand real-world clinical practice, we conducted a retrospective cohort study examining patterns of fracture prevention medication use for older NH residents with dementia and high fracture risk. Data sources included 2015-16 Medicare claims, Part D prescriptions, and Minimum Data Set (MDS) assessments. Among NH residents aged 65+ with dementia and prior fracture or high fracture risk based on the MDS FRAiL (Fracture Risk Assessment in Long-term care), we assessed medications for fracture prevention using prescription data from 1 year prior through 90 days after the first MDS assessment. Multivariable logistic regression was used to evaluate factors associated with receiving treatment. Most of the sample (n = 72,639) was >80 years (78%), female (82%), and white (88%); 63% had moderate/severe dementia and 60% had an osteoporosis diagnosis. Only 11.6% received fracture prevention medications. In adjusted analyses, treated residents were more likely to be female, Hispanic or other non-black minority, <90 years old, and newly admitted to the NH. Other associated factors included osteoporosis diagnosis, walker or wheelchair use, bone disorders (eg, Paget disease), >5 medications, steroid or proton pump inhibitor use, and regions outside of the Northeast. Resident characteristics suggestive of comorbidity burden and worsening dementia were associated with reduced likelihood of treatment. Low use of fracture prevention medications for NH residents with dementia may reflect an attempt by prescribers reconcile medication use with changing goals of care, or inappropriate underuse in patients who still have high fracture risk. Additional research is needed to help clinicians better evaluate when to use these medications in this heterogeneous and vulnerable population.
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Affiliation(s)
- Joshua D Niznik
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA; Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA; Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA.
| | - Xintong Li
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA
| | - Meredith A Gilliam
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
| | - Laura C Hanson
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
| | - Sherrie L Aspinall
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA; VA Center for Medication Safety, Hines, IL, USA; Department of Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | | | - Carolyn T Thorpe
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA; Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA
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Williams SA, Daigle SG, Weiss R, Wang Y, Arora T, Curtis JR. Economic Burden of Osteoporosis-Related Fractures in the US Medicare Population. Ann Pharmacother 2020; 55:821-829. [PMID: 33148010 PMCID: PMC8135238 DOI: 10.1177/1060028020970518] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background Osteoporosis-related fractures are an important public health burden. Objective To examine health care costs in Medicare patients with an osteoporosis-related fracture. Methods Medicare fee-for-service members with an osteoporosis-related fracture between January 1, 2010, to September 30, 2014 were included. A nonfracture comparator group was selected by propensity score matching. Generalized linear models using a gamma distribution were used to compare costs between fracture and nonfracture cohorts. Results A total of 885 676 Medicare beneficiaries had fracture(s) and met inclusion criteria. Average age was 80.5 (±8.4) years; 91% were White, and 94% female. Mean all-cause costs were greater in the fracture vs nonfracture cohort ($47 163.25 vs $16 034.61) overall and for men ($52 273.79 vs $17 352.68). The highest mean costs were for skilled nursing facility ($29 216), inpatient costs ($24 190.19), and hospice care ($20 996.83). The highest incremental costs versus the nonfracture cohort were for hip ($71 057.83 vs $16 807.74), spine ($37 543.87 vs $16 860.49), and radius/ulna ($24 505.27 vs $14 673.86). Total medical and pharmacy costs for patients who experienced a second fracture were higher compared with those who did not ($78 137.59 vs $44 467.47). Proportionally more patients in the fracture versus nonfracture cohort died (18% vs 9.3%), with higher death rates among men (20% vs 11%). Conclusion and Relevance The current findings suggest a significant economic burden associated with fractures. Early identification and treatment of patients at high risk for fractures is of paramount importance for secondary prevention and reduced mortality.
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Affiliation(s)
| | | | | | | | - Tarun Arora
- University of Alabama at Birmingham, Birmingham, AL, USA
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40
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Almog YA, Rai A, Zhang P, Moulaison A, Powell R, Mishra A, Weinberg K, Hamilton C, Oates M, McCloskey E, Cummings SR. Deep Learning With Electronic Health Records for Short-Term Fracture Risk Identification: Crystal Bone Algorithm Development and Validation. J Med Internet Res 2020; 22:e22550. [PMID: 32956069 PMCID: PMC7600029 DOI: 10.2196/22550] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 09/05/2020] [Accepted: 09/12/2020] [Indexed: 12/18/2022] Open
Abstract
Background Fractures as a result of osteoporosis and low bone mass are common and give rise to significant clinical, personal, and economic burden. Even after a fracture occurs, high fracture risk remains widely underdiagnosed and undertreated. Common fracture risk assessment tools utilize a subset of clinical risk factors for prediction, and often require manual data entry. Furthermore, these tools predict risk over the long term and do not explicitly provide short-term risk estimates necessary to identify patients likely to experience a fracture in the next 1-2 years. Objective The goal of this study was to develop and evaluate an algorithm for the identification of patients at risk of fracture in a subsequent 1- to 2-year period. In order to address the aforementioned limitations of current prediction tools, this approach focused on a short-term timeframe, automated data entry, and the use of longitudinal data to inform the predictions. Methods Using retrospective electronic health record data from over 1,000,000 patients, we developed Crystal Bone, an algorithm that applies machine learning techniques from natural language processing to the temporal nature of patient histories to generate short-term fracture risk predictions. Similar to how language models predict the next word in a given sentence or the topic of a document, Crystal Bone predicts whether a patient’s future trajectory might contain a fracture event, or whether the signature of the patient’s journey is similar to that of a typical future fracture patient. A holdout set with 192,590 patients was used to validate accuracy. Experimental baseline models and human-level performance were used for comparison. Results The model accurately predicted 1- to 2-year fracture risk for patients aged over 50 years (area under the receiver operating characteristics curve [AUROC] 0.81). These algorithms outperformed the experimental baselines (AUROC 0.67) and showed meaningful improvements when compared to retrospective approximation of human-level performance by correctly identifying 9649 of 13,765 (70%) at-risk patients who did not receive any preventative bone-health-related medical interventions from their physicians. Conclusions These findings indicate that it is possible to use a patient’s unique medical history as it changes over time to predict the risk of short-term fracture. Validating and applying such a tool within the health care system could enable automated and widespread prediction of this risk and may help with identification of patients at very high risk of fracture.
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Affiliation(s)
- Yasmeen Adar Almog
- Digital Health & Innovation, Amgen Inc, Thousand Oaks, CA, United States
| | - Angshu Rai
- Digital Health & Innovation, Amgen Inc, Thousand Oaks, CA, United States
| | - Patrick Zhang
- Digital Health & Innovation, Amgen Inc, Thousand Oaks, CA, United States
| | - Amanda Moulaison
- Digital Health & Innovation, Amgen Inc, Thousand Oaks, CA, United States
| | - Ross Powell
- Digital Health & Innovation, Amgen Inc, Thousand Oaks, CA, United States
| | - Anirban Mishra
- Digital Health & Innovation, Amgen Inc, Thousand Oaks, CA, United States
| | - Kerry Weinberg
- Digital Health & Innovation, Amgen Inc, Thousand Oaks, CA, United States
| | - Celeste Hamilton
- Global Medical Operations, Amgen Inc, Thousand Oaks, CA, United States
| | - Mary Oates
- US Medical, Amgen Inc, Thousand Oaks, CA, United States
| | - Eugene McCloskey
- Department of Oncology & Metabolism, The University of Sheffield, Sheffield, United Kingdom
| | - Steven R Cummings
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States
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Berry SD, Daiello LA, Lee Y, Zullo AR, Wright NC, Curtis JR, Kiel DP. Secular Trends in the Incidence of Hip Fracture Among Nursing Home Residents. J Bone Miner Res 2020; 35:1668-1675. [PMID: 32302028 PMCID: PMC7486242 DOI: 10.1002/jbmr.4032] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 03/28/2020] [Accepted: 04/13/2020] [Indexed: 12/30/2022]
Abstract
A recent study suggested a decline in the incidence of hip fracture among US women between 2002 and 2012, followed by a leveling in the incidence rate from 2013 to 2015. Newly admitted nursing home residents are particularly vulnerable to hip fracture, and it is unclear whether that trend is observed in this high risk group. The purpose of our study was to describe trends in hip fracture rates and postfracture mortality among 2.6 million newly admitted US nursing home residents from 2007 to 2015, and to examine whether these trends could be explained by differences in resident characteristics. Medicare claims data were linked with the Minimum Data Set (MDS), a clinical assessment performed quarterly on all nursing home residents. In each year (2007-2015), we identified newly admitted long-stay (ie, 100 days in the same facility) nursing home residents. Hip fracture was defined using Medicare Part A diagnostic codes. Follow-up time was calculated from the index date until the first event of hospitalized hip fracture, Medicare disenrollment, death, or until 1 year. Poisson regression was used to adjust rates of hip fracture for age and sex. The number of newly admitted nursing home residents ranged from 324,508 in 2007 to 257,350 in 2015. Although mean age remained similar (83 years), residents were more functionally dependent over time. There was a small absolute decrease in the incidence rate of hip fracture between 2007 (3.32/100 person-years) and 2013 (2.82/100 person-years), with an increase again in 2015 (3.03/100 person-years). Adjusting for patient characteristics somewhat attenuated these trends. One-year mortality was high following fracture in all years (42.6% in 2007, 42.1% in 2014). In summary, we observed a recent slight rise in the incidence rates of hip fracture among nursing home residents that was at least partially explained by differences in resident characteristics over time. © 2020 American Society for Bone and Mineral Research.
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Affiliation(s)
- Sarah D Berry
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.,Hinda and Arthur Marcus Institute for Aging Research, Hebrew Senior Life, Boston, MA, USA
| | - Lori A Daiello
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Yoojin Lee
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Andrew R Zullo
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Nicole C Wright
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jeffrey R Curtis
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.,Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Douglas P Kiel
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.,Hinda and Arthur Marcus Institute for Aging Research, Hebrew Senior Life, Boston, MA, USA
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Lewiecki EM, Chastek B, Sundquist K, Williams SA, Weiss RJ, Wang Y, Fitzpatrick LA, Curtis JR. Osteoporotic fracture trends in a population of US managed care enrollees from 2007 to 2017. Osteoporos Int 2020; 31:1299-1304. [PMID: 32062687 PMCID: PMC7280339 DOI: 10.1007/s00198-020-05334-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 02/05/2020] [Indexed: 11/30/2022]
Abstract
UNLABELLED This study expands on previous findings that hip fracture rates may no longer be declining. We found that age- and sex-adjusted fracture rates in the US plateaued or increased through mid-2017 in a population of commercially insured and Medicare Advantage health plan enrollees, in contrast to a decline from 2007 to 2013. INTRODUCTION The purpose of this study was to evaluate fracture trends in US commercial and Medicare Advantage health plan members aged ≥ 50 years between 2007 and 2017. METHODS Retrospective analysis of the Optum Research Database from January 1, 2007, to May 31, 2017. RESULTS Of 1,841,263 patients identified with an index fracture, 930,690 were case-qualifying and included in this analysis. The overall age- and sex-adjusted fracture rate decreased from 14.67/1000 person-years (py) in 2007 to 11.79/1000 py in 2013, followed by a plateau for the next 3 years and then an increase to 12.50/1000 py in mid-2017. In females aged ≥ 65 years, fracture rates declined from 27.49/1000 py in 2007 to 22.08/1000 py in 2013, then increased to 24.92/1000 py in mid-2017. Likewise, fracture rates in males aged ≥ 65 years declined from 2007 (12.00/1000 py) to 2013 (10.72/1000 py), then increased to 12.04/1000 py in mid-2017. The age- and sex-adjusted fracture rates for most fracture sites declined from 2007 to 2013 by 3.7% per year (P = 0.310). CONCLUSIONS Following a consistent decline in fracture rate from 2007 to 2013, trends from 2014 to 2017 indicate fracture rates are no longer declining and, for some fracture types, rates are rising.
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Affiliation(s)
- E M Lewiecki
- New Mexico Clinical Research & Osteoporosis Center, 300 Oak Street NE, Albuquerque, NM, 87106, USA
| | - B Chastek
- Optum, 11000 Optum Circle, Eden Prairie, MN, 55344, USA
| | - K Sundquist
- Optum, 11000 Optum Circle, Eden Prairie, MN, 55344, USA
| | - S A Williams
- Radius Health, Inc., 950 Winter Street, Waltham, MA, 02451, USA.
| | - R J Weiss
- Radius Health, Inc., 950 Winter Street, Waltham, MA, 02451, USA
| | - Y Wang
- Radius Health, Inc., 950 Winter Street, Waltham, MA, 02451, USA
| | - L A Fitzpatrick
- Radius Health, Inc., 950 Winter Street, Waltham, MA, 02451, USA
| | - J R Curtis
- University of Alabama at Birmingham, 510 20th Street South, Faculty Office Towers 802D, Birmingham, AL, 35294, USA
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Abstract
BACKGROUND Discontinuation of bisphosphonates (BP) or a "drug holiday" after several years of treatment is increasingly common. However, the association of drug holiday duration with future fracture risk is unclear. OBJECTIVES We evaluated the rate of fracture in relation to various lengths of drug holidays among women receiving long-term BP therapy. RESEARCH DESIGN Observational cohort study using US Medicare data 2006-2016. Incidence rates (IRs) and Cox proportional hazards models were used to evaluate the rate and adjusted hazard ratios (aHRs) controlling for potential confounders. SUBJECTS Women aged 65 years and above enrolled in fee-for-service Medicare who had been adherent (≥80%) to alendronate, risedronate, or zoledronate for ≥3 years. MEASURES Hip, humerus, distal forearm, and clinical vertebral fracture. RESULTS Among 81,427 eligible women observed for a median (interquartile range) of 4.0 (2.5, 5.3) years, 28% of women underwent a drug holiday. In the alendronate cohort (73% overall), the IR of hip fracture among women who discontinued BP for >2 years was 13.2 per 1000 person-years. Risk was increased (aHR=1.3, 1.1-1.4) versus continuing therapy (IR=8.8, referent). Rates were elevated for humerus fracture with discontinuation >2 years (aHR=1.3, 1.1-1.66) and for clinical vertebral fracture with discontinuation >2 years (aHR=1.2, 1.1-1.4). Results were similar for risedronate, zoledronate, and ibandronate for hip and clinical vertebral fracture. CONCLUSION Discontinuing alendronate beyond 2 years was associated with increased risk of hip, humerus, and clinical vertebral fractures.
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Wright NC, Chen L, Saag KG, Brown CJ, Shikany JM, Curtis JR. Racial Disparities Exist in Outcomes After Major Fragility Fractures. J Am Geriatr Soc 2020; 68:1803-1810. [PMID: 32337717 DOI: 10.1111/jgs.16455] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 03/13/2020] [Accepted: 03/16/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Fractures associated with postmenopausal osteoporosis (PMO) are associated with pain, disability, and increased mortality. A recent, nationwide evaluation of racial difference in outcomes after fracture has not been performed. OBJECTIVE To determine if 1-year death, debility, and destitution rates differ by race. DESIGN Observational cohort study. SETTING US Medicare data from 2010 to 2016. PARTICIPANTS Non-Hispanic black and white women with PMO who have sustained a fragility fracture of interest: hip, pelvis, femur, radius, ulna, humerus, and clinical vertebral. MEASUREMENTS Outcomes included 1-year: (1) mortality, identified by date of death in Medicare vital status information, (2) debility, identified as new placement in long-term nursing facilities, and (3) destitution, identified as becoming newly eligible for Medicaid. RESULTS Among black and white women with PMO (n = 4,523,112), we identified 399,000 (8.8%) women who sustained a major fragility fracture. Black women had a higher prevalence of femur (9.0% vs 3.9%; P < .001) and hip (30.7% vs 28.0%; P < .001) fractures and lower prevalence of radius/ulna (14.7% vs 17.0%; P < .001) and clinical vertebral fractures (28.8% vs 33.5%; P < .001) compared with white women. We observed racial differences in the incidence of 1-year outcomes after fracture. After adjusting for age, black women had significantly higher risk of mortality 1 year after femur, hip, humerus, and radius/ulna fractures; significantly higher risk of debility 1 year after femur and hip fractures; and significantly higher risk of destitution for all fractures types. CONCLUSIONS In a sample of Medicare data from 2010 to 2016, black women with PMO had significantly higher rates of mortality, debility, and destitution after fracture than white women. These findings are a first step toward understanding and reducing disparities in PMO management, fracture prevention, and clinical outcomes after fracture. J Am Geriatr Soc 68:1803-1810, 2020.
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Affiliation(s)
- Nicole C Wright
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ligong Chen
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Kenneth G Saag
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Cynthia J Brown
- Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama at Birmingham, Birmingham, Alabama, USA.,Birmingham/Atlanta VA Medical Center Geriatric Research, Education, and Clinical Center, Birmingham, Alabama, USA
| | - James M Shikany
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jeffrey R Curtis
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Abstract
PURPOSE OF REVIEW The aims of this review are to summarize current performance for osteoporosis quality measures used by Centers for Medicare and Medicaid (CMS) for pay-for-performance programs and to describe recent quality improvement strategies around these measures. RECENT FINDINGS Healthcare Effectiveness Data and Information (HEDIS) quality measures for the managed care population indicate gradual improvement in osteoporosis screening, osteoporosis identification and treatment following fragility fracture, and documentation of fall risk assessment and plan of care between 2006 and 2016. However, population-based studies suggest achievement for these process measures is lower where reporting is not mandated. Performance gaps remain, particularly for post-fracture care. Elderly patients with increased comorbidity are especially vulnerable to fractures, yet underperformance is documented in this population. Gender and racial disparities also exist. As has been shown for other areas of health care, education alone has a limited role as a quality improvement intervention. Multifactorial and systems-based interventions seem to be most successful in leading to measurable change for osteoporosis care and fall prevention. Despite increasing recognition of evidence-based quality measures for osteoporosis and incentives to improve upon performance for these measures, persistent gaps in care exist that will require further investigation into sustainable and value-adding quality improvement interventions.
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Affiliation(s)
- S French
- Division of Rheumatology, Department of Medicine, University of California, 4150 Clement St, Rm 111R, San Francisco, CA, 94121, USA
| | - S Choden
- Division of Rheumatology, Department of Medicine, University of California, 4150 Clement St, Rm 111R, San Francisco, CA, 94121, USA
| | - Gabriela Schmajuk
- Division of Rheumatology, Department of Medicine, University of California, 4150 Clement St, Rm 111R, San Francisco, CA, 94121, USA.
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, CA, USA.
- Rheumatology Section, Medical Service, San Francisco VA Hospital, San Francisco, CA, USA.
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