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Azimi Manavi B, Stuart AL, Pasco JA, Hodge JM, Weerasinghe DK, Samarasinghe RM, Williams LJ. Antipsychotic medication use and fracture: a case-control study. Sci Rep 2023; 13:13709. [PMID: 37608079 PMCID: PMC10444797 DOI: 10.1038/s41598-023-40762-w] [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: 12/29/2022] [Accepted: 08/16/2023] [Indexed: 08/24/2023] Open
Abstract
It has been reported that antipsychotic use is associated with lower bone mineral density and bone quality. We aimed to determine whether antipsychotic use is associated with fracture risk in a population-based sample of adults living in the Barwon Statistical Division, south-eastern Australia. In this case-control study, 1458 participants (51.8% women) with radiologically confirmed fracture between June 1st 2012 and May 31st 2013 (cases) were compared with 1795 participants (46.5% women) without fracture (controls) for the same time period. Medication use, medical history and lifestyle factors were documented by self-report. Multivariable binary logistic regression was used to explore associations between antipsychotic use and fracture following adjustment for possible confounders. In women, antipsychotic use was identified for 20 of 755 (2.6%) cases and 10 of 834 (1.2%) controls (p = 0.034) and in men, antipsychotic use was identified for 13 of 703 (1.8%) cases and 5 of 961 (0.5%) controls (p = 0.010). Following adjustments, antipsychotic use was associated with a 3.0-fold increased risk of fracture in men and a 2.3-fold increased risk of fracture in women. Patterns persisted after exclusion of participants with non-fragility fractures and self-reported schizophrenia. While future research exploring underlying mechanisms is needed, regular monitoring of bone health in antipsychotic users is suggested.
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Affiliation(s)
- Behnaz Azimi Manavi
- IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, 3220, Australia.
| | - Amanda L Stuart
- IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, 3220, Australia
| | - Julie A Pasco
- IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, 3220, Australia
- Barwon Health, Geelong, 3220, Australia
- Department of Medicine-Western Health, The University of Melbourne, St Albans, 3021, Australia
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, 3004, Australia
| | - Jason M Hodge
- IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, 3220, Australia
- Barwon Health, Geelong, 3220, Australia
| | - D Kavindi Weerasinghe
- IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, 3220, Australia
| | - Rasika M Samarasinghe
- IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, 3220, Australia
| | - Lana J Williams
- IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, 3220, Australia
- Barwon Health, Geelong, 3220, Australia
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Rezzadeh K, Zhang B, Zhu D, Cubberly M, Stepanyan H, Shafiq B, Lim P, Gupta R, Hacquebord J, Egol K. Is Psychiatric Illness Associated With Worse Outcomes Following Pilon Fracture? THE IOWA ORTHOPAEDIC JOURNAL 2022; 42:63-68. [PMID: 35821955 PMCID: PMC9210398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND Patients with psychiatric comorbidities represent a significant subset of those sustaining pilon fractures. The purpose of this study is to examine the association of psychiatric comorbidities (PC) in patients with pilon fractures and clinical outcomes. METHODS A multi-institution, retrospective review was conducted. Inclusion/exclusion criteria were skeletally mature patients with a tibia pilon fracture (OTA Type 43B/C) who underwent definitive fracture fixation utilizing open reduction internal fixation (ORIF) with a minimum of 24 weeks of follow-up. Patients were stratified into two groups for comparison: PC group and no PC group. RESULTS There were 103 patients with pilon fractures that met the inclusion/exclusion criteria of this study. Of these patients, 22 (21.4%) had at least one psychiatric comorbidity (PC) and 81 (78.6%) did not have psychiatric comorbidities (no PC). There was a higher percentage of female patients (PC: 59.1% vs no PC: 25.9%, p=0.0.005), smokers (PC: 40.9% vs no PC: 16.0%, p=0.02), and drug users (PC: 22.7% vs no PC: 8.6%, p=0.08) amongst PC patients. Fracture comminution (PC: 54.5% vs no PC: 32.1%, p=0.05) occurred more frequently in PC patients. The PC group had a higher incidence of weightbearing noncompliance (22.7% vs 7.5%, p=0.04) and reoperation (PC: 54.5% vs no PC: 29.6%, p=0.03). CONCLUSION Patients with psychiatric comorbidities represent a significant percentage of pilon fracture patients and appear to be at higher risk for postoperative complication. Risk factors that may predispose patients in the PC group include smoking/substance use, weightbearing noncompliance, and fracture comminution. Level of Evidence: III.
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Affiliation(s)
- Kevin Rezzadeh
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Bo Zhang
- Department of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Diana Zhu
- Department of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Mark Cubberly
- Department of Orthopaedic Surgery, UC Irvine Medical Center, Orange, California, USA
| | - Hayk Stepanyan
- Department of Orthopaedic Surgery, UC Irvine Medical Center, Orange, California, USA
| | - Babar Shafiq
- Department of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Phillip Lim
- Department of Orthopaedic Surgery, UC Irvine Medical Center, Orange, California, USA
| | - Ranjan Gupta
- Department of Orthopaedic Surgery, UC Irvine Medical Center, Orange, California, USA
| | - Jacques Hacquebord
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, New York, USA
| | - Kenneth Egol
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, New York, USA
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Frailty assessment using routine clinical data: An integrative review. Arch Gerontol Geriatr 2021; 99:104612. [PMID: 34986459 DOI: 10.1016/j.archger.2021.104612] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/08/2021] [Accepted: 12/15/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Frailty is a common but complex problem in older adults. Frailty assessment using routine clinical data has been suggested as a pragmatic approach based on electronic health records from primary care center or hospital settings. PURPOSE We aimed to explore the tools and outcome variables used in the published studies on frailty assessment using routine clinical data. METHODS An integrative literature review was conducted using the method of Whittemore and Knafl. A literature search was conducted in PubMed, EMBASE, and CINAHL from January 2010 to October 2021. RESULTS A total of 45 studies and thirteen frailty assessment tools were analyzed. The assessment items were generally biased toward frailty's risk factors rather than the mechanisms or phenotypes of frailty. Similar to using conventional tools, routine clinical data-based frailty was associated with adverse health outcomes. CONCLUSIONS Frailty assessment based on routine clinical data could efficiently evaluate frailty using electronic health records from primary care centers or hospitals. However, they need refinement to consider the risk factors, mechanisms, and frailty phenotypes.
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Gulliford MC, Charlton J, Boiko O, Winter JR, Rezel-Potts E, Sun X, Burgess C, McDermott L, Bunce C, Shearer J, Curcin V, Fox R, Hay AD, Little P, Moore MV, Ashworth M. Safety of reducing antibiotic prescribing in primary care: a mixed-methods study. HEALTH SERVICES AND DELIVERY RESEARCH 2021. [DOI: 10.3310/hsdr09090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Background
The threat of antimicrobial resistance has led to intensified efforts to reduce antibiotic utilisation, but serious bacterial infections are increasing in frequency.
Objectives
To estimate the risks of serious bacterial infections in association with lower antibiotic prescribing and understand stakeholder views with respect to safe antibiotic reduction.
Design
Mixed-methods research was undertaken, including a qualitative interview study of patient and prescriber views that informed a cohort study and a decision-analytic model, using primary care electronic health records. These three work packages were used to design an application (app) for primary care prescribers.
Data sources
The Clinical Practice Research Datalink.
Setting
This took place in UK general practices.
Participants
A total of 706 general practices with 66.2 million person-years of follow-up from 2002 to 2017 and antibiotic utilisation evaluated for 671,830 registered patients. The qualitative study included 31 patients and 30 health-care professionals from primary care.
Main outcome measures
Sepsis and localised bacterial infections.
Results
Patients were concerned about antimicrobial resistance and the side effects, as well as the benefits, of antibiotic treatment. Prescribers viewed the onset of sepsis as the most concerning potential outcome of reduced antibiotic prescribing. More than 40% of antibiotic prescriptions in primary care had no coded indication recorded across both Vision® and EMIS® practice systems. Antibiotic prescribing rates varied widely between general practices, but there was no evidence that serious bacterial infections were less frequent at higher prescribing practices (adjusted rate ratio for 20% increase in prescribing 1.03, 95% confidence interval 1.00 to 1.06; p = 0.074). The probability of sepsis was lower if an antibiotic was prescribed at an infection consultation, and the number of antibiotic prescriptions required to prevent one episode of sepsis (i.e. the number needed to treat) decreased with age. For those aged 0–4 years, the number needed to treat was 29,773 (95% uncertainty interval 18,458 to 71,091) in boys and 27,014 (95% uncertainty interval 16,739 to 65,709) in girls. For those aged > 85 years, the number needed to treat was 262 (95% uncertainty interval 236 to 293) in men and 385 (95% uncertainty interval 352 to 421) in women. Frailty was associated with a greater risk of sepsis and a smaller number needed to treat. For severely frail patients aged 55–64 years, the number needed to treat was 247 (95% uncertainty interval 156 to 459) for men and 343 (95% uncertainty interval 234 to 556) for women. At all ages, the probability of sepsis was greatest for urinary tract infection, followed by skin infection and respiratory tract infection. The numbers needed to treat were generally smaller for the period 2014–17, when sepsis was diagnosed more frequently. The results are available using an app that we developed to provide primary care prescribers with stratified risk estimates during infection consultations.
Limitations
Analyses were based on non-randomised comparisons. Infection episodes and antibiotic prescribing are poorly documented in primary care.
Conclusions
Antibiotic treatment is generally associated with lower risks, but the most serious bacterial infections remain infrequent even without antibiotic treatment. This research identifies risk strata in which antibiotic prescribing can be more safely reduced.
Future work
The software developed from this research may be further developed and investigated for antimicrobial stewardship effect.
Funding
This project was funded by the National Institute for Health Research (NIHR) Health Services and Delivery Research programme and will be published in full in Health Services and Delivery Research; Vol. 9, No. 9. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Martin C Gulliford
- School of Population Health and Environmental Sciences, King’s College London, London, UK
- National Institute for Health Research Biomedical Research Centre, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Judith Charlton
- School of Population Health and Environmental Sciences, King’s College London, London, UK
| | - Olga Boiko
- School of Population Health and Environmental Sciences, King’s College London, London, UK
| | - Joanne R Winter
- School of Population Health and Environmental Sciences, King’s College London, London, UK
- National Institute for Health Research Biomedical Research Centre, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Emma Rezel-Potts
- School of Population Health and Environmental Sciences, King’s College London, London, UK
- National Institute for Health Research Biomedical Research Centre, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Xiaohui Sun
- School of Population Health and Environmental Sciences, King’s College London, London, UK
| | - Caroline Burgess
- School of Population Health and Environmental Sciences, King’s College London, London, UK
| | - Lisa McDermott
- School of Population Health and Environmental Sciences, King’s College London, London, UK
| | - Catey Bunce
- School of Population Health and Environmental Sciences, King’s College London, London, UK
- National Institute for Health Research Biomedical Research Centre, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - James Shearer
- School of Population Health and Environmental Sciences, King’s College London, London, UK
| | - Vasa Curcin
- School of Population Health and Environmental Sciences, King’s College London, London, UK
| | - Robin Fox
- Bicester Health Centre, Bicester, UK
| | - Alastair D Hay
- Centre for Academic Primary Care, Bristol Medical School, University of Bristol, Bristol, UK
| | - Paul Little
- Primary Care Research Group, University of Southampton, Southampton, UK
| | - Michael V Moore
- Primary Care Research Group, University of Southampton, Southampton, UK
| | - Mark Ashworth
- School of Population Health and Environmental Sciences, King’s College London, London, UK
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Gulliford MC, Charlton J, Winter JR, Sun X, Rezel-Potts E, Bunce C, Fox R, Little P, Hay AD, Moore MV, Ashworth M. Probability of sepsis after infection consultations in primary care in the United Kingdom in 2002-2017: Population-based cohort study and decision analytic model. PLoS Med 2020; 17:e1003202. [PMID: 32702001 PMCID: PMC7377386 DOI: 10.1371/journal.pmed.1003202] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 06/25/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Efforts to reduce unnecessary antibiotic prescribing have coincided with increasing awareness of sepsis. We aimed to estimate the probability of sepsis following infection consultations in primary care when antibiotics were or were not prescribed. METHODS AND FINDINGS We conducted a cohort study including all registered patients at 706 general practices in the United Kingdom Clinical Practice Research Datalink, with 66.2 million person-years of follow-up from 2002 to 2017. There were 35,244 first episodes of sepsis (17,886, 51%, female; median age 71 years, interquartile range 57-82 years). Consultations for respiratory tract infection (RTI), skin or urinary tract infection (UTI), and antibiotic prescriptions were exposures. A Bayesian decision tree was used to estimate the probability (95% uncertainty intervals [UIs]) of sepsis following an infection consultation. Age, gender, and frailty were evaluated as association modifiers. The probability of sepsis was lower if an antibiotic was prescribed, but the number of antibiotic prescriptions required to prevent one episode of sepsis (number needed to treat [NNT]) decreased with age. At 0-4 years old, the NNT was 29,773 (95% UI 18,458-71,091) in boys and 27,014 (16,739-65,709) in girls; over 85 years old, NNT was 262 (236-293) in men and 385 (352-421) in women. Frailty was associated with greater risk of sepsis and lower NNT. For severely frail patients aged 55-64 years, the NNT was 247 (156-459) in men and 343 (234-556) in women. At all ages, the probability of sepsis was greatest for UTI, followed by skin infection, followed by RTI. At 65-74 years, the NNT following RTI was 1,257 (1,112-1,434) in men and 2,278 (1,966-2,686) in women; the NNT following skin infection was 503 (398-646) in men and 784 (602-1,051) in women; following UTI, the NNT was 121 (102-145) in men and 284 (241-342) in women. NNT values were generally smaller for the period from 2014 to 2017, when sepsis was diagnosed more frequently. Lack of random allocation to antibiotic therapy might have biased estimates; patients may sometimes experience sepsis or receive antibiotic prescriptions without these being recorded in primary care; recording of sepsis has increased over the study period. CONCLUSIONS These stratified estimates of risk help to identify groups in which antibiotic prescribing may be more safely reduced. Risks of sepsis and benefits of antibiotics are more substantial among older adults, persons with more advanced frailty, or following UTIs.
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Affiliation(s)
- Martin C. Gulliford
- School of Population Health and Environmental Sciences, King’s College London, London, United Kingdom
- NIHR Biomedical Research Centre at Guy’s and St Thomas’ Hospitals London, London, United Kingdom
| | - Judith Charlton
- School of Population Health and Environmental Sciences, King’s College London, London, United Kingdom
| | - Joanne R. Winter
- School of Population Health and Environmental Sciences, King’s College London, London, United Kingdom
| | - Xiaohui Sun
- School of Population Health and Environmental Sciences, King’s College London, London, United Kingdom
| | - Emma Rezel-Potts
- School of Population Health and Environmental Sciences, King’s College London, London, United Kingdom
- NIHR Biomedical Research Centre at Guy’s and St Thomas’ Hospitals London, London, United Kingdom
| | - Catey Bunce
- School of Population Health and Environmental Sciences, King’s College London, London, United Kingdom
- NIHR Biomedical Research Centre at Guy’s and St Thomas’ Hospitals London, London, United Kingdom
| | - Robin Fox
- The Health Centre, Bicester, United Kingdom
| | - Paul Little
- Primary Care Research Group, University of Southampton, Aldermoor Health Centre, Southampton, United Kingdom
| | - Alastair D. Hay
- Centre for Academic Primary Care, Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, United Kingdom
| | - Michael V. Moore
- Primary Care Research Group, University of Southampton, Aldermoor Health Centre, Southampton, United Kingdom
| | - Mark Ashworth
- School of Population Health and Environmental Sciences, King’s College London, London, United Kingdom
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Kawada T. Antipsychotic Drugs, Fracture Risk, and Frailty in Older Patients. J Am Med Dir Assoc 2020; 21:565. [DOI: 10.1016/j.jamda.2019.12.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 12/27/2019] [Indexed: 11/16/2022]
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Gafoor R, Gulliford M. Response to Letter: Antipsychotic Drugs, Fracture Risk, and Frailty in Older Patients. J Am Med Dir Assoc 2020; 21:565-566. [PMID: 32111486 DOI: 10.1016/j.jamda.2020.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 01/13/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Rafael Gafoor
- Research Department of Primary Care and Population Health, University College London, Royal Free Hospital, London, United Kingdom
| | - Martin Gulliford
- Department of Population Health Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
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The Research Agenda for Dementia in Post-acute and Long-term Care, 2020 (Part I). J Am Med Dir Assoc 2019; 20:1477-1479. [PMID: 31780039 DOI: 10.1016/j.jamda.2019.10.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 10/23/2019] [Indexed: 11/20/2022]
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