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Guan Q, McCormack D, Juurlink DN, Bronskill SE, Wunsch H, Gomes T. New Opioid Use and Risk of Emergency Department Visits Related to Motor Vehicle Collisions in Ontario, Canada. JAMA Netw Open 2021; 4:e2134248. [PMID: 34762109 PMCID: PMC8586904 DOI: 10.1001/jamanetworkopen.2021.34248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Opioids can impair motor skills and may affect the ability to drive; however, the association of opioid use with driving ability is not well established. OBJECTIVE To examine the risk of motor vehicle collisions (MVCs) among drivers starting opioid therapy compared with that among drivers starting nonsteroidal anti-inflammatory drug (NSAID) therapy. DESIGN, SETTING, AND PARTICIPANTS This population-based, retrospective cohort study included all residents of Ontario aged 17 years or older who started new prescription analgesic therapy between March 1, 2008, and March 17, 2019. EXPOSURES Initiation of opioid therapy or NSAID therapy, ascertained through prescription dispensing records in administrative data. MAIN OUTCOMES AND MEASURES The primary outcome was an emergency department visit for injuries sustained as a driver in an MVC during the 14 days after starting analgesic therapy. Inverse probability treatment weighting was used to balance baseline covariates, and weighted Cox proportional hazards regression models were used to assess the association between new analgesic therapy and hazard of an emergency department visit after an MVC. RESULTS Of the 1 454 824 individuals included in the study, 765 464 (52.6%) were new opioid recipients and 689 360 (47.4%) were new NSAID recipients. Most participants were aged 65 years or older (75.2%), and 55.2% were women. Of 194 individuals who had emergency department visits for injuries from an MVC within 14 days of initiating therapy, 98 (50.5%) were opioid recipients (3.41 per 1000 person-years; 95% CI, 2.80-4.15 per 1000 person-years) and 96 (49.5%) were NSAID recipients (3.64 per 1000 person-years; 95% CI, 2.98-4.45 per 1000 person-years). There was no significant difference in the risk of an emergency department visit for MVC injuries between opioid and NSAID recipients (weighted hazard ratio, 0.94; 95% CI, 0.70-1.25). CONCLUSIONS AND RELEVANCE The findings of this study suggest that the hazard of an emergency department visit for injuries relating to an MVC as a driver is similar between individuals starting prescription opioids and those starting prescription NSAIDs. These results may be useful for patients, clinicians, and caregivers when considering new analgesic therapy.
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Affiliation(s)
- Qi Guan
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St Michael’s Hospital, Ontario, Toronto, Canada
| | | | - David N. Juurlink
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Susan E. Bronskill
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Hannah Wunsch
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Anesthesiology, Columbia University Medical College, New York, New York
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Tara Gomes
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St Michael’s Hospital, Ontario, Toronto, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
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Furuya T, Oh K, Ikari K, Inoue E, Tanaka E, Yamanaka H, Harigai M. Factors associated with frailty in Japanese patients with rheumatoid arthritis: results from the Institute of Rheumatology Rheumatoid Arthritis cohort study. Clin Rheumatol 2021; 41:405-410. [PMID: 34586516 DOI: 10.1007/s10067-021-05938-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 09/17/2021] [Accepted: 09/22/2021] [Indexed: 12/01/2022]
Abstract
This study aimed to evaluate the prevalence of, and the factors associated with, frailty in Japanese patients with rheumatoid arthritis (RA). Patients with RA enrolled in the Institute of Rheumatology Rheumatoid Arthritis (IORRA) cohort completed self-administered questionnaires, which included the 5-item frailty screening index. Patients were classified as frail, prefrail, or robust based on the 5 components of the frailty screening index. Logistic regression analyses were used to evaluate associations between clinical variables and frailty. Among 3,290 Japanese patients with RA (86.7% female, mean age 62.4 years) who participated this frailty study, 549 (16.7%) patients were categorized as frailty, 2,063 (62.7%) as prefrailty, and 678 (20.6%) as robust. In multivariable models, body mass index (BMI) ≥ 25 kg/m2 (odds ratio [OR] 1.87, 95% confidence interval [CI] 1.41 to 2.47), BMI < 18.5 kg/m2 (OR 1.31, 95% CI 1.00 to 1.71), disease activity scores in 28 joints (DAS28) (OR 1.32, 95% CI 1.18 to 1.47), Japanese version of Health Assessment Questionnaire disability index (J-HAQ) (OR 1.26, 95% CI 1.04 to 1.52), the European Quality of Life-5 Dimensions (EQ-5D) (OR 0.80, 95% CI 0.74 to 0.85), non-steroidal anti-inflammatory drug (NSAID) use (OR 1.59, 95% CI 1.23 to 1.98), and methotrexate (MTX) use (OR 0.75, 95% CI 0.60 to 0.94) were significantly (P < 0.05) associated with frailty. BMI (both overweight and underweight), DAS28, J-HAQ, EQ-5D, NSAID use, and MTX nonuse appear to be associated with frailty in Japanese patients with RA. Key Points • This is the largest study showing the prevalence and the associated factors of frailty in patients with RA. • Maintaining normal BMI appears to be important for preventing frailty in patients with RA. • We confirmed the significant associations of frailty with high disease activity, high degree of disability, and poor health related QOL in Japanese patients with RA. • NSAID use and MTX nonuse were associated with the frailty in Japanese patients with RA, which could be explained by patients' background.
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Affiliation(s)
- Takefumi Furuya
- Division of Rheumatology, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan. .,Institute of Rheumatology, Tokyo Women's Medical University Hospital, Tokyo, Japan.
| | - Koei Oh
- Institute of Rheumatology, Tokyo Women's Medical University Hospital, Tokyo, Japan.,Department of Orthopedics, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Katsunori Ikari
- Institute of Rheumatology, Tokyo Women's Medical University Hospital, Tokyo, Japan.,Department of Orthopedics, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Eisuke Inoue
- Division of Rheumatology, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan.,Showa University Research Administration Center, Showa University, Tokyo, Japan
| | - Eiichi Tanaka
- Division of Rheumatology, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan.,Institute of Rheumatology, Tokyo Women's Medical University Hospital, Tokyo, Japan
| | - Hisashi Yamanaka
- Division of Rheumatology, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan.,Institute of Rheumatology, Tokyo Women's Medical University Hospital, Tokyo, Japan.,Rheumatology, Sanno Medical Center, Tokyo, Japan
| | - Masayoshi Harigai
- Division of Rheumatology, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan.,Institute of Rheumatology, Tokyo Women's Medical University Hospital, Tokyo, Japan
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Taqi A, Gran S, Knaggs RD. Current use of analgesics and the risk of falls in people with knee osteoarthritis: A population-based cohort study using primary care and hospital records. OSTEOARTHRITIS AND CARTILAGE OPEN 2021; 3:100165. [DOI: 10.1016/j.ocarto.2021.100165] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 03/31/2021] [Accepted: 04/06/2021] [Indexed: 11/25/2022] Open
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The effect of curcumin ointment on knee pain in older adults with osteoarthritis: a randomized placebo trial. BMC Complement Med Ther 2020; 20:305. [PMID: 33032585 PMCID: PMC7545864 DOI: 10.1186/s12906-020-03105-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Accepted: 10/05/2020] [Indexed: 12/29/2022] Open
Abstract
Background Some studies have shown the effect of oral administration of curcumin on knee pain. However, limited studies are available on the effect of topical curcumin. This study aimed to investigate the effect of curcumin ointment on knee pain in older adults with osteoarthritis. Methods This double-blind randomized placebo trial was conducted on 72 older adults with knee pain associated with osteoarthritis. The subjects were randomly assigned into an intervention and a placebo group to apply either curcumin 5% ointment or Vaseline ointment twice daily for 6 weeks. Using a Visual Analog Scale, the severity of knee pain was measured at the beginning of the study, at the end of the fourth and sixth week. Data were analyzed using descriptive and inferential methods. Results The mean baseline knee pain intensity was not significantly different between the two groups (P = 0.15). The mean pain intensity was significantly lower in the intervention group than in the placebo group at the third measurement (P = 0.02). The repeated-measures analysis showed that over time, the curcumin significantly decreased the mean pain intensity in the intervention group (P = 0.001). The mixed model showed an absolute difference of 1.133 (i.e. 11.33 mm) score which signifies a medium effect size and that the patient in the intervention group achieved the minimal clinically important difference. Conclusion Topical administration of curcumin 5% ointment can significantly reduce knee pain in older adults with knee osteoarthritis. Curcumin ointment can be used as an alternative treatment in older adults with knee pain associated with osteoarthritis. Trial registration Retrospectively registered in the Iranian Registry of Clinical Trials (IRCT) (IRCT20100403003618N6, 2019-03-08), https://en.irct.ir/trial/37155
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Ye C, Li J, Hao S, Liu M, Jin H, Zheng L, Xia M, Jin B, Zhu C, Alfreds ST, Stearns F, Kanov L, Sylvester KG, Widen E, McElhinney D, Ling XB. Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm. Int J Med Inform 2020; 137:104105. [PMID: 32193089 DOI: 10.1016/j.ijmedinf.2020.104105] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 02/15/2020] [Accepted: 02/27/2020] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Predicting the risk of falls in advance can benefit the quality of care and potentially reduce mortality and morbidity in the older population. The aim of this study was to construct and validate an electronic health record-based fall risk predictive tool to identify elders at a higher risk of falls. METHODS The one-year fall prediction model was developed using the machine-learning-based algorithm, XGBoost, and tested on an independent validation cohort. The data were collected from electronic health records (EHR) of Maine from 2016 to 2018, comprising 265,225 older patients (≥65 years of age). RESULTS This model attained a validated C-statistic of 0.807, where 50 % of the identified high-risk true positives were confirmed to fall during the first 94 days of next year. The model also captured in advance 58.01 % and 54.93 % of falls that happened within the first 30 and 30-60 days of next year. The identified high-risk patients of fall showed conditions of severe disease comorbidities, an enrichment of fall-increasing cardiovascular and mental medication prescriptions and increased historical clinical utilization, revealing the complexity of the underlying fall etiology. The XGBoost algorithm captured 157 impactful predictors into the final predictive model, where cognitive disorders, abnormalities of gait and balance, Parkinson's disease, fall history and osteoporosis were identified as the top-5 strongest predictors of the future fall event. CONCLUSIONS By using the EHR data, this risk assessment tool attained an improved discriminative ability and can be immediately deployed in the health system to provide automatic early warnings to older adults with increased fall risk and identify their personalized risk factors to facilitate customized fall interventions.
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Affiliation(s)
- Chengyin Ye
- Department of Health Management, Hangzhou Normal University, Hangzhou, China.
| | - Jinmei Li
- Department of Health Management, Hangzhou Normal University, Hangzhou, China.
| | - Shiying Hao
- Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, United States; Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children's Hospital, Palo Alto, CA, United States.
| | - Modi Liu
- HBI Solutions Inc., Palo Alto, CA, United States.
| | - Hua Jin
- HBI Solutions Inc., Palo Alto, CA, United States.
| | - Le Zheng
- Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, United States; Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children's Hospital, Palo Alto, CA, United States.
| | - Minjie Xia
- HBI Solutions Inc., Palo Alto, CA, United States.
| | - Bo Jin
- HBI Solutions Inc., Palo Alto, CA, United States.
| | - Chunqing Zhu
- HBI Solutions Inc., Palo Alto, CA, United States.
| | | | | | - Laura Kanov
- HBI Solutions Inc., Palo Alto, CA, United States.
| | - Karl G Sylvester
- Department of Surgery, Stanford University, Stanford, CA, United States.
| | - Eric Widen
- HBI Solutions Inc., Palo Alto, CA, United States.
| | - Doff McElhinney
- Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, United States; Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children's Hospital, Palo Alto, CA, United States.
| | - Xuefeng Bruce Ling
- Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children's Hospital, Palo Alto, CA, United States; Department of Surgery, Stanford University, Stanford, CA, United States.
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Lawson K, Vinluan CM, Oganesyan A, Gonzalez EC, Loya A, Strate JJ. A retrospective analysis of prescription medications as it correlates to falls for older adults. Pharm Pract (Granada) 2018; 16:1283. [PMID: 30637029 PMCID: PMC6322985 DOI: 10.18549/pharmpract.2018.04.1283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 10/14/2018] [Indexed: 11/02/2022] Open
Abstract
OBJECTIVES To determine the correlation between falls and two medication factors: the class of medications and potentially inappropriate medications (PIMs) prescribed to community-dwelling older adults aged 55 and older. METHODS Retrospective, cross-sectional study. Home health patients residing in a Texas/Mexico border community and reporting at least one fall within the past month. Medication use, medication classification, and potentially inappropriate medications (PIM) recorded by level of falls; non-fallers and recurrent fallers. RESULTS Of 99 participants, 13.1% reported falling once and 86.9% reported two or more falls. Participant's average number of medications used was 10.51 (SD 5.75) with 93.9% having four or more prescribed medications. Average number of PIMs prescribed per participant was 1.42 (SD 1.51) with at least one PIM prescribed to 65.6% of participants. Twenty three out of 83 identified classes of prescribed medications met criteria for the study's analyses but resulted in no significant association to falls when comparing NF to RF. Agents acting on the renin-angiotensin system and lipid modifying agents were the most frequently prescribed medication classes (N=55, 55.6%). Ibuprofen was the PIM most frequently prescribed (n=13, 13.1%). The correlation between use of a prescribed PIM and number of falls was not statistically significant (p=0.128). CONCLUSIONS There was no correlation between classes of medication and level of falls. Recurrent fallers were more likely to have been prescribed a PIM than non-fallers (not significant). Although the analyses conducted for this study did not result in statistical significance, the high prevalence of polypharmacy and prescribed PIMs observed in these participants warrants a thorough review of medications to reduce fall risks among older adults.
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Affiliation(s)
| | | | | | | | - Amanda Loya
- University of Texas at El Paso. El Paso, TX (United States).
| | - Justin J Strate
- University of Texas at El Paso. El Paso, TX (United States).
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Shade MY, Berger AM, Chaperon C, Haynatzki G, Sobeski L, Yates B. Factors Associated With Potentially Inappropriate Medication Use in Rural, Community-Dwelling Older Adults. J Gerontol Nurs 2017; 43:21-30. [DOI: 10.3928/00989134-20170406-01] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Accepted: 02/10/2017] [Indexed: 11/20/2022]
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Du Y, Wolf IK, Knopf H. Association of psychotropic drug use with falls among older adults in Germany. Results of the German Health Interview and Examination Survey for Adults 2008-2011 (DEGS1). PLoS One 2017; 12:e0182432. [PMID: 28792521 PMCID: PMC5549725 DOI: 10.1371/journal.pone.0182432] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 07/18/2017] [Indexed: 12/15/2022] Open
Abstract
Purpose To investigate the association of psychotropic drug use with falls among older adults in Germany based on data from the National Health Interview and Examination Survey for Adults 2008–2011 (DEGS1). Methods DEGS1 collected data on drug use in the past 7 days and on falls occurred in the last 12 months. Study participants were older adults aged 65–79 years with complete data on drug use and falls (N = 1,833). Odds ratio (OR) and 95% confidence intervals (95% CI) were derived from logistic regression models adjusting for potential confounders including socio-demographic characteristics, health-related behaviors (alcohol drinking), body mass index and health conditions (frailty, vision impairment, disability, polypharmacy, blood pressure) as well as use of potential falls-risk-increasing drugs. SPSS complex sample methods were used for statistical analysis. Results Compared to people without falls, people with falls (n = 370) had a higher psychotropic drug use (33.1% vs. 20.7%, p < .001). After adjusting for potential confounders, use of psychotropic drugs overall was associated with a higher risk of falls (OR 1.64, 95% CI 1.14–2.37). This was particularly true for the use of synthetic psychotropic drugs (1.57, 1.08–2.28), antidepressants overall (2.88, 1.63–5.09) or synthetic antidepressants (2.66, 1.50–4.73), specifically, selective serotonin reuptake inhibitors (SSRIs) (6.22, 2.28–17.0). Similar results were found for recurrent falls. Conclusions Use of psychotropic drugs overall, especially synthetic antidepressants like SSRIs, is associated with higher risks of falls and recurrent falls among community dwelling older adults aged 65–79 years in Germany.
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Affiliation(s)
- Yong Du
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin Germany
- * E-mail:
| | - Ingrid-Katharina Wolf
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin Germany
| | - Hildtraud Knopf
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin Germany
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