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Seidmohammadi K, Haghshenas H, Moghaddam S, Kargar Jahromi H, Delam H. The Effectiveness of Tramadol in Pain Relief in Chronic Diseases: A Review Based on Clinical Trials. J Pain Palliat Care Pharmacother 2024:1-23. [PMID: 39440803 DOI: 10.1080/15360288.2024.2411239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 09/12/2024] [Accepted: 09/26/2024] [Indexed: 10/25/2024]
Abstract
Tramadol is a synthetic opioid with a central effect from the aminocyclohexanol group, which has two main mechanisms of action, including as a weak agonist of opioid receptors and as a norepinephrine and serotonin reuptake inhibitor. The present study presents a review based on clinical trials designed in 2023. In July 2023, six international databases, including Medline/PubMed, ProQuest, Scopus, EMBASE, Google Scholar, and ISI (Web of Science), were searched and 58 articles were included in the study. The results of most studies showed that tramadol can be used as an analgesic drug, although in some studies it was shown that tramadol is not therapeutically superior in reducing pain compared to other treatments. Also, complications related to this treatment have been reported in some studies. Physicians should consider these factors to prevent drug toxicity, poor pain relief, use disorder in patients, and unpredictable complications. It should be noted that there is not enough evidence to support the long-term effectiveness of tramadol, but this argument also extends to nonopioid and other types of opioid analgesics, and the lack of long-term trials is due to regulatory and ethical issues. Although opioids can cause addiction when used for a long time, tramadol has a reasonable safety profile. According to the patient's condition and the clinical judgment of the medical professional, tramadol can be prescribed for patients, but the consequences of its use must be considered and a personalized treatment algorithm should be selected if the benefits outweigh the risks of the drug.
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Affiliation(s)
- Kosar Seidmohammadi
- Student Research Committee, Ilam University of Medical Sciences, Ilam, Iran and Student Research Committee, Larestan University of Medical Sciences, Larestan, Iran
| | - Hoda Haghshenas
- Student Research Committee, Jahrom University of Medical Sciences, Jahrom, Iran
| | - Sara Moghaddam
- Department of Nursing, Faculty of Nursing, Jahrom University of Medical Sciences, Jahrom, Iran
| | - Hossein Kargar Jahromi
- Research Center for Non-Communicable Disease, Jahrom University of Medical Sciences, Jahrom, Iran
| | - Hamed Delam
- Student of Epidemiology, Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
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Bahardoust M, Mousavi S, Dehkharghani MZ, Arab M, Rashidi H, Gorgani H, Haghmoradi M, Askari A. Association of Tramadol Versus Codeine Prescriptions with all-cause mortality and cardiovascular diseases among patients with osteoarthritis: a systematic review and meta-analysis of propensity score-matched population-based cohort studies. Adv Rheumatol 2024; 64:80. [PMID: 39420382 DOI: 10.1186/s42358-024-00417-4] [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: 09/01/2023] [Accepted: 09/16/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Today, the prescription of tramadol in patients with osteoarthritis (OA) has increased significantly, which can be associated with serious consequences. Contradictory results have been reported regarding the association of tramadol versus codeine with the risk of all-cause mortality (ACM) and cardiovascular diseases (CVD). METHODS This systematic review and meta-analysis aimed to evaluate, for the first time, the association of tramadol versus codeine with the risk of ACM and CVD in OA patients for the first time. We searched PubMed, Scopus, Embase, Web of sciences, and Google Scholar with specific keywords and mesh terms to find relevant studies until January 2024. Two independent researchers did the process of searching and screening articles. Cochran's Q and I2 tests evaluated the heterogeneity of the studies. Egger's test was used to evaluate the existence of publication bias. RESULTS Seven population-based cohort studies, matched by the propensity score method, including 1,939,293 participants, were reviewed. The study pooled results did not show a significant association between the prescriptions of tramadol versus codeine with increasing the risk of ACM in OA patients. (Hazard ratio (HR): 1.084, 95% confidence interval (95%) CI: 0.883, 1.286, P: 0.56) In addition, the prescription of tramadol versus codeine was not associated with an increased risk of CVD in OA. (HR: 1.025, 95% CI: 0.89, 1.16, P: 0.68, I2 = 37.8%) CONCLUSION: Our systematic review showed that tramadol prescription compared to codeine in OA patients was not associated with an increased risk of ACM and CVD.
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Affiliation(s)
- Mansour Bahardoust
- Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sepideh Mousavi
- Pharmacy Faculty, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Maryam Zolfaghari Dehkharghani
- Department of Health Care Administration and Policy, School of Public Health, University of Nevada Las Vegas (UNLV), Las Vegas, NV, USA
| | - Mahsa Arab
- Department of Orthopedic Surgery, Faculty of Medicine, Golestan University of Medical Sciences, Golestan, Iran
| | - Heeva Rashidi
- Bone and Joint Reconstruction Research Center, Department of Orthopedics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Habib Gorgani
- Department of Orthopedic Surgery, Faculty of Medicine, Golestan University of Medical Sciences, Golestan, Iran.
| | - Meisam Haghmoradi
- Department of Orthopedic Surgery, Urmia University of Medical Sciences, Urmia, Iran
| | - Alireza Askari
- Bone and Joint Reconstruction Research Center, Department of Orthopedics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
- Shafa Orthopedic Hospital, Baharestan Square, Tehran, 1157637131, Iran.
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Oh SN, Kim HJ, Shim JY, Kim KW, Jeong S, Park SJ, Lee SH, Ha JW, Park SM. Tramadol use and incident dementia in older adults with musculoskeletal pain: a population-based retrospective cohort study. Sci Rep 2024; 14:23850. [PMID: 39394390 PMCID: PMC11470146 DOI: 10.1038/s41598-024-74817-3] [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: 03/03/2024] [Accepted: 09/30/2024] [Indexed: 10/13/2024] Open
Abstract
We aimed to assess the association of tramadol use with the risk of dementia. This population-based retrospective cohort study using the Korean National Health Insurance Service database included a total of 1,865,827 older adult patients aged 60 years or older with common musculoskeletal pain between January 1, 2003, and December 31, 2007. Individuals who were newly dispensed tramadol (N = 41,963) were identified and propensity score-matched with those who were not (N = 41,963). Over a maximum of 14-year follow-up, the incidence rates (events per 1000 person-years) of all-cause dementia were 6.1 for nonusers, 6.2 for those with cumulative tramadol use of 1-14 days, 7.7 for those with 15-90 days of use, and 8.0 for those with > 90 days of use. Longer cumulative duration of tramadol use was associated with an increased risk of all-cause dementia compared with nonuse (1 to 14 days: aHR 1.06, 95% CI 0.96-1.17; 15 to 90 days: aHR 1.14, 95% CI 1.10-1.35; and more than 90 days: aHR 1.18, 95% CI 1.00-1.39; test for trend: P < 0.001). The results showed a similar pattern for Alzheimer's disease and were robust across subgroup and sensitivity analyses, but not for vascular dementia. This study found that exposure to tramadol was associated with an increased risk of dementia. Taking this potential risk into consideration, clinicians should carefully weigh potential benefits and risks when prescribing tramadol to older adults with musculoskeletal pain.
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Affiliation(s)
- Si Nae Oh
- Department of Family Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea
- Department of Medicine, Yonsei University Graduate School, Seoul, Republic of Korea
| | - Hye Jun Kim
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea
| | - Jae Yong Shim
- Department of Medicine, Yonsei University Graduate School, Seoul, Republic of Korea
- Department of Family Medicine, Gangnam Severance Hospital, Seoul, Republic of Korea
| | - Kyu Woong Kim
- National Cancer Control Institute, National Cancer Center, Goyang, Republic of Korea
| | - Seogsong Jeong
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea
| | - Sun Jae Park
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea
| | - Sang Hyun Lee
- Department of Family Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea
| | - Joong Won Ha
- Department of Orthopedic Surgery, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea
| | - Sang Min Park
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea.
- Department of Family Medicine, Seoul National University Hospital, Seoul, Republic of Korea.
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Hurtado I, Robles C, García-Sempere A, Llopis-Cardona F, Sánchez-Sáez F, Rodríguez-Bernal C, Peiró S, Sanfélix-Gimeno G. Long-term use of prescription opioids for non-cancer pain and mortality: a population-based, propensity-weighted cohort study. Public Health 2024; 232:4-13. [PMID: 38718737 DOI: 10.1016/j.puhe.2024.04.009] [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: 11/23/2023] [Revised: 04/03/2024] [Accepted: 04/05/2024] [Indexed: 06/15/2024]
Abstract
OBJECTIVE The objective of this study was to identify factors associated with long-term opioid use and to assess the association between long-term use and death. STUDY DESIGN Retrospective cohort study combining several population-wide databases and covering a population of five million inhabitants, including all adults who were initiated on opioid treatment from 2014 to 2018 for non-cancer pain. METHODS We used logistic regression models to identify factors associated with chronic opioid use and carried out survival analyses using multivariable Cox regression modelling for all-cause mortality during follow-up using inverse probability of treatment weighting (IPTW) and propensity scores based on the probability of using opioids chronically. RESULTS Among 760,006 patients, 82,423 (10.85%) used opioids for 90 days or more after initiation. Initial therapy characteristics associated with higher risk for long-term use were initiating with long- and short-acting opioids (when compared to tramadol, odds ratio [OR]: 2.63, 95% confidence interval [CI]: 2.57, 2.69 and OR: 1.60, 95%CI: 1.46, 1.76, respectively), using higher daily doses (when compared to 50 morphine milligramme equivalent [MME] or less, prescribing 50 to 89 daily MME, OR: 1.76, 95%CI: 1.65, 1.87; 90 to 119 daily MME, OR: 2.44, 95%CI: 1.99, 3.01; and more than 120 daily MME, OR: 1.77, 95%CI: 1.64, 1.91), and overlapping with gabapentinoids (OR: 2.26, 95%CI: 2.20, 2.32), benzodiazepines (OR: 1.32, 95%CI: 1.30, 1.35), and antipsychotics (OR: 1.21, 95%CI: 1.16, 1.26). After IPTW, chronic opioid use was associated with higher risk of all-cause mortality when compared to short-term use (Hazard Ratio (HR): 1.37, 95%CI: 1.32, 1.42). Sensitivity analyses provided similar results. CONCLUSION These findings may help healthcare managers to identify and address patients at higher risk of long-term use and riskier prescription patterns.
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Affiliation(s)
- I Hurtado
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Fisabio, Spain; Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain
| | - C Robles
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Fisabio, Spain; Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain
| | - A García-Sempere
- Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain.
| | - F Llopis-Cardona
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Fisabio, Spain; Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain
| | - F Sánchez-Sáez
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Fisabio, Spain; Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain
| | - C Rodríguez-Bernal
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Fisabio, Spain; Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain
| | - S Peiró
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Fisabio, Spain; Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain
| | - G Sanfélix-Gimeno
- Health Services Research Unit, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, Fisabio, Spain; Spanish Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain
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Cai C, Knudsen S, Weant K. Opioid Prescribing by Emergency Physicians: Trends Study of Medicare Part D Prescriber Data 2013-2019. J Emerg Med 2024; 66:e313-e322. [PMID: 38290881 DOI: 10.1016/j.jemermed.2023.10.018] [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: 07/20/2023] [Accepted: 10/01/2023] [Indexed: 02/01/2024]
Abstract
BACKGROUND Emergency physicians play a critical role in mitigating the opioid epidemic in public health. OBJECTIVES To analyze the prescribing of emergency physicians for opioids among Medicare beneficiaries enrolled in the Part D program from 2013 to 2019. METHODS We conducted a retrospective, cross-sectional, descriptive analysis of Medicare Part D prescriber data, focusing on opioid claims between 2013 and 2019. The primary outcome variables evaluated included proportion of opioid claims, trends of the most prescribed opioids, cost of opioid claims, and days' supply per claim. RESULTS A total of 63,586 emergency physicians were identified over the study period. Opioid prescription by emergency physicians decreased from 14.45% to 11.55%, and the cost spent on opioid drugs declined by 50%. The use of drugs such as hydrocodone-acetaminophen and oxycodone-acetaminophen declined substantially, whereas tramadol and acetaminophen-codeine prescription increased. The opioid prescribing rate and days' supply also decreased. CONCLUSIONS The decline in traditional opioid agents such as hydrocodone-acetaminophen was partly offset by an increase in opioids like tramadol, which carry additional potential adverse events. Opioid prescribing rate, average days' supply, and cost of opioid drugs significantly decreased from 2015 to 2019, after a spike in 2015. All regions observed a decrease in emergency physicians, but opioid prescribing rates varied across regions. These trends highlight successful opioid stewardship practices in some areas and the need for further development in others. This information can aid in designing tailored guidelines and policies for emergency physicians to promote effective opioid stewardship practices.
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Affiliation(s)
- Chao Cai
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina
| | - Sophia Knudsen
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina
| | - Kyle Weant
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina
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Rizk HI, Magdy R, Emam K, Mohammed MS, Aboulfotooh AM. Substance use disorder in young adults with stroke: clinical characteristics and outcome. Acta Neurol Belg 2024; 124:65-72. [PMID: 37454034 PMCID: PMC10874343 DOI: 10.1007/s13760-023-02317-8] [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: 02/12/2023] [Accepted: 06/20/2023] [Indexed: 07/18/2023]
Abstract
OBJECTIVE Stroke incidence among young adults has risen in the last decade. This research attempts to determine the effect of substance use disorder (SUD) on the clinical characteristics of stroke, mortality, outcome after IV thrombolysis, and functional dependency after 1 month among young adults. METHODS Through a retrospective study, data were extracted from the electronic medical records of stroke in young adults admitted to intensive care units in Kasr Al-Ainy Hospital (February 2018-January 2021). The National Institute of Health Stroke Scale (NIHSS) and the Modified Rankin Scale were documented at the onset and after 1 month. RESULTS The study included 225 young adults with stroke (median age of 40, IQR: 34-44). Only 93 young adults (41%) met the criteria of SUD. Anabolic steroid use disorder was significantly associated with cerebral venous thrombosis (P-value = 0.02), while heroin use disorder was significantly associated with a hemorrhagic stroke (P-value = 0.01). Patients with tramadol, cannabis, and cocaine use disorders had significantly more frequent strokes in the posterior than the anterior circulation. Patients with heroin use disorders had significantly higher mortality than those without heroin use disorders (P-value = 0.01). The risk of poor outcomes was doubled by alcohol or heroin use disorder, while it was tripled by cocaine use disorder (P-value = 0.01 for each). CONCLUSION Forty-one percent of young adults diagnosed with a stroke had SUD, with a relatively higher posterior circulation involvement. Increased mortality was associated with heroin use disorder more than other substances. Poor stroke outcome was associated with alcohol, heroin, and cocaine use disorders.
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Affiliation(s)
- Hoda Ibrahim Rizk
- Department of Public Health and Community Medicine, Kasr Al-Ainy Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Rehab Magdy
- Department of Neurology, Kasr Al-Ainy Faculty of Medicine, Cairo University, Cairo, Egypt.
| | - Khadiga Emam
- Department of Public Health and Community Medicine, Kasr Al-Ainy Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mona Soliman Mohammed
- Department of Public Health and Community Medicine, Kasr Al-Ainy Faculty of Medicine, Cairo University, Cairo, Egypt
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Bahardoust M, Mousavi S, Mozafari JK, Moezi ZD, Haghmoradi M, Ebrahimi P, Alipour H, Rashidi H. Association of tramadol use with risk of hip fractures in patients with osteoarthritis: A systematic review and meta-analysis of observational studies. Int J Orthop Trauma Nurs 2024; 52:101078. [PMID: 38103456 DOI: 10.1016/j.ijotn.2023.101078] [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: 10/05/2023] [Revised: 12/04/2023] [Accepted: 12/07/2023] [Indexed: 12/19/2023]
Abstract
OBJECTIVE Many studies have reported conflicting results for the use of tramadol with the risk of fractures, especially hip fractures. This systematic review and meta-analysis study aimed to evaluate the association of tramadol use versus codeine use with the risk of hip fracture for the first time. METHODS PubMed, Scopus, Google Scholar, and Web of Science databases were searched with specific keywords to find studies that examined the association of tramadol use with hip fracture risk in patients with osteoarthritis up to May 2023. The risk of hip fracture secondary to tramadol versus codeine use was estimated based on age and sex. This systematic review was conducted based on the PRISMA checklist. Heterogeneity between studies was evaluated using Cochran's Q and I2 tests. Egger's test was used to check publication bias. The Newcastle-Ottawa Checklist (NOS) was used to assess the quality of the studies. FINDINGS Ten studies with 1,939,293 participants were reviewed. The majority of participants were female. Based on the study evaluation checklist, most studies were of good quality. Tramadol use significantly increases the overall risk of hip fracture. (HR: 1.32, 95% CI: 1.14, 1.51, P: 0.001, I2:19.3%) Tramadol use significantly increases the risk of hip fracture in men (HR: 1.48, 95% CI: 1.24, 1.73, P: 0.001 I2:35%) and age ≤65 years (HR: 1.63, 95% CI: 1.45, 1.80, P: 0.001, I2:0%). CONCLUSION The use of tramadol significantly increases the risk of hip fracture. This increased risk of hip fracture was greater in males younger than 65 years.
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Affiliation(s)
- Mansour Bahardoust
- Department of Epidemiology, School of Public Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sepideh Mousavi
- Pharmacy Faculty, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Javad Khaje Mozafari
- Department of Orthopedic Surgery, Bahar Hospital, Shahroud University of Medical Sciences, Shahroud, Iran
| | - Zahra Deylami Moezi
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Meisam Haghmoradi
- Department of Orthopedic Surgery, Urmia University of Medical Sciences, Urmia, Iran
| | - Pouya Ebrahimi
- Jondishapour University of Medical Sciences, Ahvaz, Iran
| | | | - Heeva Rashidi
- Bone and Joint Reconstruction Research Center, Department of Orthopedics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
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Chen TC, Lin CP, Wang TC, Ashcroft DM, Chan KA, Chen LC. Longitudinal Trajectory of Opioid Prescribing and its Associated Serious Adverse Events: A Population-Wide Cohort Study in Taiwan. Clin Pharmacol Ther 2023; 114:1358-1365. [PMID: 37746873 DOI: 10.1002/cpt.3058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 09/08/2023] [Indexed: 09/26/2023]
Abstract
Chronic opioid prescribing (COP) for noncancer pain is highly restricted in Taiwan, but tramadol is not listed in the regulation on chronic prescribing. This study investigated the trajectories of COP in noncancer pain when considering tramadol in Taiwan and identified the risk of serious adverse events. This population-wide longitudinal cohort study used the Taiwan National Health Insurance claims records from 2001 to 2016. Adults prescribed opioids (including tramadol) and without cancer were selected. Patients who received COP (opioid supply days for 28 days or continuous opioid supply for 14 days) in the first patient quarter were included, and serious adverse events were identified. Group-based trajectory models were applied to identify patients with a similar trajectory of quarterly COP. The Cox proportional hazard model was applied to assess the association between adverse events and patients' trajectories. Of the 2,360,358 noncancer opioid users, 476,934 (20.2%) received COP in the first quarter. Four groups of COP trajectory were identified, and 59,310 (12.8%) patients received COP quarterly over 2 years. Patients categorized into the trajectory of long-term COP had a significantly higher crude incidence rate of cardiovascular death, seizure, and hypoglycemia. Still, there is no newly developed opioid use disorder. There was a substantial underestimate in COP in Taiwan when tramadol was not considered. Notably, 10% of them could receive COP for over 2 years. The result raises concern about unmet pain management needs and the limited accessibility of alternative treatments for noncancer pain.
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Affiliation(s)
- Teng-Chou Chen
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, University of Manchester, Manchester, UK
- Department of Pharmacy, School of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chih-Peng Lin
- Department of Anesthesiology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Anesthesiology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ting-Chun Wang
- Health Data Research Center, National Taiwan University, Taipei, Taiwan
| | - Darren M Ashcroft
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
- NIHR Greater Manchester Patient Safety Translational Research Centre, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - K Arnold Chan
- Health Data Research Center, National Taiwan University, Taipei, Taiwan
| | - Li-Chia Chen
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, University of Manchester, Manchester, UK
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Carabot F, Donat-Vargas C, Santoma-Vilaclara J, Ortega MA, García-Montero C, Fraile-Martínez O, Zaragoza C, Monserrat J, Alvarez-Mon M, Alvarez-Mon MA. Exploring Perceptions About Paracetamol, Tramadol, and Codeine on Twitter Using Machine Learning: Quantitative and Qualitative Observational Study. J Med Internet Res 2023; 25:e45660. [PMID: 37962927 PMCID: PMC10685273 DOI: 10.2196/45660] [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: 01/11/2023] [Revised: 08/18/2023] [Accepted: 08/23/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Paracetamol, codeine, and tramadol are commonly used to manage mild pain, and their availability without prescription or medical consultation raises concerns about potential opioid addiction. OBJECTIVE This study aims to explore the perceptions and experiences of Twitter users concerning these drugs. METHODS We analyzed the tweets in English or Spanish mentioning paracetamol, tramadol, or codeine posted between January 2019 and December 2020. Out of 152,056 tweets collected, 49,462 were excluded. The content was categorized using a codebook, distinguishing user types (patients, health care professionals, and institutions), and classifying medical content based on efficacy and adverse effects. Scientific accuracy and nonmedical content themes (commercial, economic, solidarity, and trivialization) were also assessed. A total of 1000 tweets for each drug were manually classified to train, test, and validate machine learning classifiers. RESULTS Of classifiable tweets, 42,840 mentioned paracetamol and 42,131 mentioned weak opioids (tramadol or codeine). Patients accounted for 73.10% (60,771/83,129) of the tweets, while health care professionals and institutions received the highest like-tweet and tweet-retweet ratios. Medical content distribution significantly differed for each drug (P<.001). Nonmedical content dominated opioid tweets (23,871/32,307, 73.9%), while paracetamol tweets had a higher prevalence of medical content (33,943/50,822, 66.8%). Among medical content tweets, 80.8% (41,080/50,822) mentioned drug efficacy, with only 6.9% (3501/50,822) describing good or sufficient efficacy. Nonmedical content distribution also varied significantly among the different drugs (P<.001). CONCLUSIONS Patients seeking relief from pain are highly interested in the effectiveness of drugs rather than potential side effects. Alarming trends include a significant number of tweets trivializing drug use and recreational purposes, along with a lack of awareness regarding side effects. Monitoring conversations related to analgesics on social media is essential due to common illegal web-based sales and purchases without prescriptions.
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Affiliation(s)
- Federico Carabot
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Ramon y Cajal Institute of Sanitary Research, Madrid, Spain
| | - Carolina Donat-Vargas
- Institute of Environmental Medicine, Karolinska Institutet, Unit of Cardiovascular and Nutritional Epidemiology, Stockholm, Sweden
- ISGlobal, Institut de Salut Global de Barcelona, Campus MAR, Barcelona, Spain
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública, Madrid, Spain
| | - Javier Santoma-Vilaclara
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Data & AI, Filament Consultancy Group., London, United Kingdom
| | - Miguel A Ortega
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Ramon y Cajal Institute of Sanitary Research, Madrid, Spain
- Cancer Registry and Pathology Department, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Spain
| | - Cielo García-Montero
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Ramon y Cajal Institute of Sanitary Research, Madrid, Spain
| | - Oscar Fraile-Martínez
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Ramon y Cajal Institute of Sanitary Research, Madrid, Spain
| | - Cristina Zaragoza
- Biomedical Sciences Department, University of Alcalá, Pharmacology Unit, Alcala de Henares, Spain
| | - Jorge Monserrat
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Ramon y Cajal Institute of Sanitary Research, Madrid, Spain
| | - Melchor Alvarez-Mon
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Ramon y Cajal Institute of Sanitary Research, Madrid, Spain
- Immune System Diseases-Rheumatology and Internal Medicine Service, Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas, University Hospital Príncipe de Asturias, Alcala de Henares, Spain
| | - Miguel Angel Alvarez-Mon
- Department of Medicine and Medical Specialities, University of Alcalá, Alcalá de Henares, Spain
- Ramon y Cajal Institute of Sanitary Research, Madrid, Spain
- Department of Psychiatry and Mental Health, Hospital Universitario Infanta Leonor, Madrid, Spain
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Zheng Z, Luo H, Sun C, Xue Q. The influence of zinc and iron intake on osteoarthritis patients' subchondral sclerosis progression: A prospective observational study using data from the osteoarthritis Initiative. Heliyon 2023; 9:e22046. [PMID: 38027819 PMCID: PMC10658380 DOI: 10.1016/j.heliyon.2023.e22046] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 10/30/2023] [Accepted: 11/02/2023] [Indexed: 12/01/2023] Open
Abstract
Objective The purpose of this investigation was to elucidate the relationship between the zinc and iron intake and the advancement of subchondral sclerosis among patients with osteoarthritis (OA). The goal was to establish personalized, nutritionally-informed strategies designed to retard the progression of subchondral sclerosis and conserve joint structure. Methods For the purposes of this research, we derived data from the Bone Ancillary Study (BAS), a constituent study of the Osteoarthritis Initiative (OAI). The intake of zinc and iron was evaluated via a food frequency questionnaire. Magnetic Resonance Imaging trabecular morphometry was employed to ascertain the microarchitecture of the subchondral bone. For the analysis of collected data, we employed logistic regression along with generalized additive models (GAMs). Results The participant cohort was comprised of 474 OA patients (216 females, 258 males, mean [SD] age 64.1[9.2]). Notably, an increment in zinc consumption was linked with a significantly reduced likelihood of deterioration in Tb.N (OR = 0.967, 95 % CI, 0.939-0.996, P-value = 0.026), Tb.Th (OR = 0.958, 95 % CI, 0.929-0.989, P-value = 0.008), and Tb.Sp (OR = 0.967, 95 % CI, 0.939-0.996, P-value = 0.013). An elevation in iron intake seemed to enhance the risk of subchondral sclerosis, as indicated by the GAM. Subgroup analysis revealed an interaction between the effectiveness of zinc intake and factors such as gender, age, radiographic severity, and macronutrient consumption. An increased intake of calcium amplified the beneficial impact of zinc on subchondral sclerosis. Conclusions Our findings indicate a positive association between elevated zinc intake and a slowdown in the progression of subchondral sclerosis in OA patients, notably among females, middle-aged individuals, and those with higher calcium and magnesium intake. Conversely, a higher iron intake might intensify subchondral sclerosis. These results suggest that personalized, diet-based interventions focusing on zinc consumption, in tandem with adequate calcium intake, could potentially decelerate the progression of subchondral sclerosis in individuals afflicted with OA.
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Affiliation(s)
- Zitian Zheng
- Department of Orthopedics, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
- Peking University Fifth School of Clinical Medicine, Beijing, PR China
| | - Huanhuan Luo
- Department of Nursing, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing, PR China
- Graduate School of Peking Union Medical College, Beijing, PR China
| | - Chao Sun
- Department of Nursing, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing, PR China
- Graduate School of Peking Union Medical College, Beijing, PR China
| | - Qingyun Xue
- Department of Orthopedics, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China
- Peking University Fifth School of Clinical Medicine, Beijing, PR China
- Graduate School of Peking Union Medical College, Beijing, PR China
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11
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Jang HN, Oh TJ. Pharmacological and Nonpharmacological Treatments for Painful Diabetic Peripheral Neuropathy. Diabetes Metab J 2023; 47:743-756. [PMID: 37670573 PMCID: PMC10695723 DOI: 10.4093/dmj.2023.0018] [Citation(s) in RCA: 1] [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: 01/17/2023] [Accepted: 06/28/2023] [Indexed: 09/07/2023] Open
Abstract
Diabetic peripheral neuropathy (DPN) is one of the most prevalent chronic complications of diabetes. The lifetime prevalence of DPN is thought to be >50%, and 15%-25% of patients with diabetes experience neuropathic pain, referred to as "painful DPN." Appropriate treatment of painful DPN is important because this pain contributes to a poor quality of life by causing sleep disturbance, anxiety, and depression. The basic principle for the management of painful DPN is to control hyperglycemia and other modifiable risk factors, but these may be insufficient for preventing or improving DPN. Because there is no promising diseasemodifying medication for DPN, the pain itself needs to be managed when treating painful DPN. Drugs for neuropathic pain, such as gabapentinoids, serotonin-norepinephrine reuptake inhibitors, tricyclic antidepressants, alpha-lipoic acid, sodium channel blockers, and topical capsaicin, are used for the management of painful DPN. The U.S. Food and Drug Administration (FDA) has approved pregabalin, duloxetine, tapentadol, and the 8% capsaicin patch as drugs for the treatment of painful DPN. Recently, spinal cord stimulation using electrical stimulation is approved by the FDA for the treatment for painful DPN. This review describes the currently available pharmacological and nonpharmacological treatments for painful DPN.
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Affiliation(s)
- Han Na Jang
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Tae Jung Oh
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
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12
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Wang X, Xu X, Liu Z, Tong W. Bidirectional Encoder Representations from Transformers-like large language models in patient safety and pharmacovigilance: A comprehensive assessment of causal inference implications. Exp Biol Med (Maywood) 2023; 248:1908-1917. [PMID: 38084745 PMCID: PMC10798182 DOI: 10.1177/15353702231215895] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 10/24/2023] [Indexed: 01/06/2024] Open
Abstract
Causality assessment is vital in patient safety and pharmacovigilance (PSPV) for safety signal detection, adverse reaction management, and regulatory submission. Large language models (LLMs), especially those designed with transformer architecture, are revolutionizing various fields, including PSPV. While attempts to utilize Bidirectional Encoder Representations from Transformers (BERT)-like LLMs for causal inference in PSPV are underway, a detailed evaluation of "fit-for-purpose" BERT-like model selection to enhance causal inference performance within PSPV applications remains absent. This study conducts an in-depth exploration of BERT-like LLMs, including generic pre-trained BERT LLMs, domain-specific pre-trained LLMs, and domain-specific pre-trained LLMs with safety knowledge-specific fine-tuning, for causal inference in PSPV. Our investigation centers around (1) the influence of data complexity and model architecture, (2) the correlation between the BERT size and its impact, and (3) the role of domain-specific training and fine-tuning on three publicly accessible PSPV data sets. The findings suggest that (1) BERT-like LLMs deliver consistent predictive power across varied data complexity levels, (2) the predictive performance and causal inference results do not directly correspond to the BERT-like model size, and (3) domain-specific pre-trained LLMs, with or without safety knowledge-specific fine-tuning, surpass generic pre-trained BERT models in causal inference. The findings are valuable to guide the future application of LLMs in a broad range of application.
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Affiliation(s)
- Xingqiao Wang
- Department of Information Science, University of Arkansas at Little Rock, Little Rock, AR 72204, USA
| | - Xiaowei Xu
- Department of Information Science, University of Arkansas at Little Rock, Little Rock, AR 72204, USA
| | - Zhichao Liu
- Nonclinical Drug Safety, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT 06877, USA
| | - Weida Tong
- FDA/National Center for Toxicological Research, Jefferson, AR 72079, USA
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13
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Chen SY, Lin TA, Sun CK, Chang R. Is there really no association between postoperative opioid use and long-term surgical outcomes in patients diagnosed with liver cancer? Pain 2023; 164:2622. [PMID: 37831938 DOI: 10.1097/j.pain.0000000000003047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2023]
Affiliation(s)
- Ssu-Yu Chen
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Ting-An Lin
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Cheuk-Kwan Sun
- Division of Medical Research, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
- Department of Emergency Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Renin Chang
- Department of Emergency Medicine, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung, Taiwan
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14
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Liu H, Li J, Hu Y, Guo J, Lou T, Luo G, Chen S, Wang W, Ruan H, Sun Z, Fan C. Association Between Tranexamic Acid Use and Heterotopic Ossification Prevalence After Elbow Trauma Surgery: A Propensity-Score-Matched Cohort Study. J Bone Joint Surg Am 2023; 105:1093-1100. [PMID: 37339180 DOI: 10.2106/jbjs.22.01212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
BACKGROUND Heterotopic ossification (HO) is a common complication of elbow trauma that can affect limb mobility. Inflammation is an initiating factor for HO formation. Tranexamic acid (TXA) can reduce the inflammatory response after orthopaedic surgery. However, evidence regarding the effectiveness of TXA use for HO prevention after elbow trauma surgery is lacking. METHODS This retrospective observational propensity-score-matched (PSM) cohort study was conducted from July 1, 2019, to June 30, 2021, at the National Orthopedics Clinical Medical Center, Shanghai, People's Republic of China. A total of 640 patients who underwent surgery following elbow trauma were evaluated. The present study excluded patients with an age of <18 years; those with a history of elbow fracture; those with a central nervous system injury, spinal cord injury, burn injury, or destructive injury; and those who had been lost to follow-up. After 1:1 matching on the basis of sex, age, dominant arm, injury type, open injury, comminuted fracture, ipsilateral trauma, time from injury to surgery, and nonsteroidal anti-inflammatory drug use, the TXA group and the no-TXA group comprised 241 patients each. RESULTS In the PSM population, the prevalence of HO was 8.71% in the TXA group and 16.18% in the no-TXA group (with rates of 2.07% and 5.80% for clinically important HO, respectively). Logistic regression analyses showed that TXA use was associated with a lower rate of HO (odds ratio [OR], 0.49; 95% CI, 0.28 to 0.86; p = 0.014) than no TXA use, as well as with a lower rate of clinically important HO (OR, 0.34; 95% CI, 0.11 to 0.91; p = 0.044). None of the baseline covariates significantly affected the relationship between TXA use and HO rate (p > 0.05 for all). Sensitivity analyses supported these findings. CONCLUSIONS TXA prophylaxis may be an appropriate method for the prevention of HO following elbow trauma. LEVEL OF EVIDENCE Therapeutic Level III . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Hang Liu
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Juehong Li
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Yuehao Hu
- Department of Orthopaedic Surgery, Shanghai Key Laboratory of Orthopaedic Implants, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Jingyi Guo
- Clinical Research Center, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Tengfei Lou
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Gang Luo
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Shuai Chen
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Wei Wang
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Hongjiang Ruan
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Ziyang Sun
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
| | - Cunyi Fan
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
- Shanghai Engineering Research Center for Orthopaedic Material Innovation and Tissue Regeneration, Shanghai, People's Republic of China
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15
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Wu TY, Wu WT, Lee RP, Chen IH, Yu TC, Wang JH, Yeh KT. Tramadol May Increase Risk of Hip Fracture in Older Adults with Post-Traumatic Osteoarthritis. J Pers Med 2023; 13:jpm13040580. [PMID: 37108965 PMCID: PMC10141182 DOI: 10.3390/jpm13040580] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 03/25/2023] [Accepted: 03/25/2023] [Indexed: 03/29/2023] Open
Abstract
Tramadol, an analgesic widely used for arthritic pain, is known to have adverse effects. This study investigated the association between the long-term use of tramadol for pain control and subsequent hip fractures in patients aged 60 years or older with posttraumatic osteoarthritis. This population-based retrospective cohort study included patients with posttraumatic osteoarthritis who received tramadol for pain control for more than 90 days within a 1-year period. A control cohort was enrolled using propensity score matching. The primary outcome was a new diagnosis of hip fracture requiring surgery. In total, 3093 patients were classified into each cohort. Tramadol use was identified as a risk factor for hip fracture (adjusted hazard ratio (aHR): 1.41; 95% confidence interval (CI): 1.09–1.82; p = 0.008), especially among patients aged 60–70 years (aHR: 2.11; 95% CI: 1.29–3.47; p = 0.003) and among male patients (aHR: 1.83; 95% CI: 1.24–2.70; p = 0.002). This is the first cohort study focusing on the association between long-term tramadol use and hip fracture among older adults with posttraumatic osteoarthritis. Tramadol, as a long-term pain control analgesic for older adults with posttraumatic osteoarthritis, may increase the risk of hip fracture, especially among male patients and those aged 60–70 years.
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Affiliation(s)
- Ting-Yu Wu
- Department of Orthopedics, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 970473, Taiwan
| | - Wen-Tien Wu
- Department of Orthopedics, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 970473, Taiwan
- School of Medicine, Tzu Chi University, Hualien 970374, Taiwan
- Institute of Medical Sciences, Tzu Chi University, Hualien 970374, Taiwan
| | - Ru-Ping Lee
- Institute of Medical Sciences, Tzu Chi University, Hualien 970374, Taiwan
| | - Ing-Ho Chen
- Department of Orthopedics, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 970473, Taiwan
- School of Medicine, Tzu Chi University, Hualien 970374, Taiwan
| | - Tzai-Chiu Yu
- Department of Orthopedics, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 970473, Taiwan
- School of Medicine, Tzu Chi University, Hualien 970374, Taiwan
| | - Jen-Hung Wang
- Department of Medical Research, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 970473, Taiwan
| | - Kuang-Ting Yeh
- Department of Orthopedics, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 970473, Taiwan
- School of Medicine, Tzu Chi University, Hualien 970374, Taiwan
- Graduate Institute of Clinical Pharmacy, Tzu Chi University, Hualien 970374, Taiwan
- Correspondence:
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Acharya M, Hayes CJ, Li C, Painter JT, Dayer L, Martin BC. Comparative Study of Opioid Initiation With Tramadol, Short-acting Hydrocodone, or Short-acting Oxycodone on Opioid-related Adverse Outcomes Among Chronic Noncancer Pain Patients. Clin J Pain 2023; 39:107-118. [PMID: 36728675 PMCID: PMC10210068 DOI: 10.1097/ajp.0000000000001093] [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: 03/04/2022] [Accepted: 12/14/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To compare the safety profiles of low and high-dose tramadol, short-acting hydrocodone, and short-acting oxycodone therapies among chronic noncancer pain individuals. MATERIALS AND METHODS A retrospective cohort study of individuals with back/neck pain/osteoarthritis with an initial opioid prescription for tramadol, hydrocodone, or oxycodone was conducted using IQVIA PharMetrics Plus claims for Academics database (2006 to 2020). Two cohorts were created for separately studying opioid-related adverse events (overdoses, accidents, self-inflicted injuries, and violence-related injuries) and substance use disorders (opioid and nonopioid). Patients were followed from the index date until an outcome event, end of enrollment, or data end. Time-varying exposure groups were constructed and Cox regression models were estimated. RESULTS A total of 1,062,167 (tramadol [16.5%], hydrocodone [61.1%], and oxycodone [22.4%]) and 986,809 (tramadol [16.5%], hydrocodone [61.3%], and oxycodone [22.2%]) individuals were in the adverse event and substance use disorder cohorts. All high-dose groups had elevated risk of nearly all outcomes, compared with low-dose hydrocodone. Compared with low-dose hydrocodone, low-dose oxycodone was associated with a higher risk of opioid overdose (hazard ratio: 1.79 [1.37 to 2.33]). No difference in risk was observed between low-dose tramadol and low-dose hydrocodone (hazard ratio: 0.85 [0.64 to 1.13]). Low-dose oxycodone had higher risks of an opioid use disorder, and low-dose tramadol had a lower risk of accidents, self-inflicted injuries, and opioid use disorder compared with low-dose hydrocodone. DISCUSSION Low-dose oxycodone had a higher risk of opioid-related adverse outcomes compared with low-dose tramadol and hydrocodone. This should be interpreted in conjunction with the benefits of pain control and functioning associated with oxycodone use in future research.
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Affiliation(s)
| | - Corey J Hayes
- Department of Biomedical Informatics, College of Medicine
- Center for Mental Health Care and Outcomes Research, Central Arkansas Veterans Health Care Systems, North Little Rock, AR
| | - Chenghui Li
- Division of Pharmaceutical Evaluation and Policy
| | | | - Lindsey Dayer
- College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock
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Association of Dipeptidyl Peptidase-4 Inhibitors Use with Reduced Risk of Hepatocellular Carcinoma in Type 2 Diabetes Patients with Chronic HBV Infection. Cancers (Basel) 2023; 15:cancers15041148. [PMID: 36831491 PMCID: PMC9954498 DOI: 10.3390/cancers15041148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 02/07/2023] [Accepted: 02/08/2023] [Indexed: 02/17/2023] Open
Abstract
Previous studies have indicated that HBV infection and T2DM are the factors that increase the risk of developing HCC. The experimental evidence has shown that antiglycemic agents may reduce the risk of HCC. However, the effect of dipeptidyl peptidase-4 inhibitors (DPP-4 inhibitors) on the risk of HCC in T2DM patients with chronic HBV infection remains unclear. In this retrospective cohort study, we extracted patients with T2DM and chronic HBV infection from the National Health Insurance Research Database (NHIRD) in Taiwan. The cases were divided into DPP-4 inhibitors use and non-use groups, according to whether they received DPP-4 inhibitors treatment, and the risk of HCC was compared between the two groups. At the end of the follow-up, approximately 2.33% of DPP-4 inhibitors users had received an HCC diagnosis compared with 3.33% of non-DPP-4 inhibitors users (p < 0.0001). After multivariate adjustment, DPP-4 inhibitors users showed a significant reduction in HCC risk (adjusted hazard ratios (aHRs): 0.53; 95% confidence intervals (CIs): 0.44-0.65). In conclusion, this population-based retrospective cohort study indicated that, in T2DM patients with chronic HBV infection, the use of DPP-4 inhibitors significantly reduced the risk of developing HCC compared with non-DPP-4 inhibitors use.
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Tramadol and Cycling: Is It the End of a "Painful" Relationship? An Insight From 60,802 Doping-Control Samples From 2012 to 2020. Int J Sports Physiol Perform 2023; 18:95-98. [PMID: 36470254 DOI: 10.1123/ijspp.2022-0243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 09/06/2022] [Accepted: 09/07/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE To assess the prevalence of tramadol use among athletes from 2012 to 2020. METHODS All urine samples were collected from national and international in-competition doping-control tests that took place in Italy between 2012 and 2020. The analysis of the samples was performed by gas chromatography coupled with mass spectrometry with electronic ionization and acquisition in selected ion monitoring. The cutoff tramadol concentration was >50 ng/mL. RESULTS Of the 60,802 in-competition urine samples we analyzed, 1.2% (n = 759) showed tramadol intake, with 84.2% (n = 637) of these coming from cyclists and 15.8% (n = 122) from other sports. In cycling, a strong and significant negative correlation was found (r = -.738; P = .003), showing a decrease of tramadol use compared with the other sports. CONCLUSIONS The decrease in tramadol prevalence in cycling in the last years may be due to (1) the deterrent action of antidoping regulations and (2) the fact that tramadol may not have any actual ergogenic effect on performance.
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Yu H, Yang R, Wu J, Wang S, Qin X, Wu T, Hu Y, Wu Y. Association of metformin and depression in patients with type 2 diabetes. J Affect Disord 2022; 318:380-385. [PMID: 36108876 DOI: 10.1016/j.jad.2022.09.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 09/05/2022] [Accepted: 09/09/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Emerging evidence showed metformin may have pleiotropic effects on ameliorating depression. However, whether metformin was associated with decreased risk of depression remains unclear. METHODS A historical cohort study was conducted based on a medical claim database from 2010 to 2017 in Beijing, China. Patients newly diagnosed with T2D were classified into the metformin and non-metformin groups according to their initial antidiabetic prescription. The incidences of depression between the groups were compared using Cox proportional regression model. RESULTS There were 193,624 (37.4 %) and 323,930 (62.6 %) T2D patients in the metformin and non-metformin groups. The mean age was 54.9 (SD: 13.1) years and 53.9% were females. With a median follow-up of 3.2 years, 64,963 patients developed depression. The adjusted incidence of depression in the metformin group (30.6, 95 % CI: 30.1, 31.0 per 1000 person-years) was significantly lower than in the non-metformin group (39.6, 95 % CI: 39.3, 40.0 per 1000 person-years, P < 0.001). The metformin group was significantly associated with a lower risk of depression compared with the overall non-metformin group (HR: 0.77, 95% CI: 0.75, 0.78), as well as compared with α-glucosidase inhibitors (HR: 0.73, 95 % CI: 0.71, 0.74), sulfonylureas (HR: 0.84, 95 % CI: 0.82, 0.86), and glinides (HR: 0.85, 95 % CI: 0.82, 0.88), except for thiazolidinediones (HR: 0.96, 95 % CI: 0.91, 1.01). The association between metformin and lower depression risk was significant in all the age and sex subgroups. CONCLUSIONS Metformin was associated with a lower risk of depression compared with other oral hypoglycemic agents, indicating a potential pleiotropic effect on depression.
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Affiliation(s)
- Huan Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China
| | - Ruotong Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China
| | - Junhui Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China
| | - Siyue Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China
| | - Xueying Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China
| | - Tao Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China
| | - Yonghua Hu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China; Medical Informatics Center, Peking University, Beijing 100191, China.
| | - Yiqun Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China.
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Chang HC, Gau SY. Inflammatory Bowel Disease and Incident Acute Arterial Events. Clin Gastroenterol Hepatol 2022:S1542-3565(22)00927-2. [PMID: 36220548 DOI: 10.1016/j.cgh.2022.09.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 09/23/2022] [Accepted: 09/27/2022] [Indexed: 02/07/2023]
Affiliation(s)
- Hui-Chin Chang
- Library, Chung Shan Medical University Hospital, Taichung, Taiwan; Evidence-based Medicine Center, Chung Shan Medical University Hospital, Taichung, Taiwan; School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Shuo-Yan Gau
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
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21
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Elafros MA, Andersen H, Bennett DL, Savelieff MG, Viswanathan V, Callaghan BC, Feldman EL. Towards prevention of diabetic peripheral neuropathy: clinical presentation, pathogenesis, and new treatments. Lancet Neurol 2022; 21:922-936. [PMID: 36115364 PMCID: PMC10112836 DOI: 10.1016/s1474-4422(22)00188-0] [Citation(s) in RCA: 88] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 03/15/2022] [Accepted: 04/29/2022] [Indexed: 12/24/2022]
Abstract
Diabetic peripheral neuropathy (DPN) occurs in up to half of individuals with type 1 or type 2 diabetes. DPN results from the distal-to-proximal loss of peripheral nerve function, leading to physical disability and sometimes pain, with the consequent lowering of quality of life. Early diagnosis improves clinical outcomes, but many patients still develop neuropathy. Hyperglycaemia is a risk factor and glycaemic control prevents DPN development in type 1 diabetes. However, glycaemic control has modest or no benefit in individuals with type 2 diabetes, probably because they usually have comorbidities. Among them, the metabolic syndrome is a major risk factor for DPN. The pathophysiology of DPN is complex, but mechanisms converge on a unifying theme of bioenergetic failure in the peripheral nerves due to their unique anatomy. Current clinical management focuses on controlling diabetes, the metabolic syndrome, and pain, but remains suboptimal for most patients. Thus, research is ongoing to improve early diagnosis and prognosis, to identify molecular mechanisms that could lead to therapeutic targets, and to investigate lifestyle interventions to improve clinical outcomes.
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Affiliation(s)
| | - Henning Andersen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - David L Bennett
- Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, UK
| | | | - Vijay Viswanathan
- MV Hospital for Diabetes and Prof M Viswanathan Diabetes Research Centre, Royapuram, Chennai, India
| | | | - Eva L Feldman
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA.
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22
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Glucosamine Use Is Associated with a Higher Risk of Cardiovascular Diseases in Patients with Osteoarthritis: Results from a Large Study in 685,778 Subjects. Nutrients 2022; 14:nu14183694. [PMID: 36145069 PMCID: PMC9506459 DOI: 10.3390/nu14183694] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/02/2022] [Accepted: 09/05/2022] [Indexed: 11/17/2022] Open
Abstract
Glucosamine is widely used around the world and as a popular dietary supplement and treatment in patients with osteoarthritis in China; however, the real-world cardiovascular risk of glucosamine in long-term use is still unclear. A retrospective, population-based cohort study was performed, based on the Beijing Medical Claim Data for Employees from 1 January 2010 to 31 December 2017. Patients newly diagnosed with osteoarthritis were selected and divided into glucosamine users and non- glucosamine users. The glucosamine users group was further divided into adherent, partially adherent, and non-adherent groups according to the medication adherence. New-onset cardiovascular diseases (CVD) events, coronary heart diseases (CHD), and stroke, were identified during the observational period. COX proportional regression models were used to estimate the risks. Of the 685,778 patients newly diagnosed with osteoarthritis including 240,419 glucosamine users and 445,359 non-users, the mean age was 56.49 (SD: 14.45) years and 59.35% were females. During a median follow-up of 6.13 years, 64,600 new-onset CVD, 26,530 CHD, and 17,832 stroke events occurred. Glucosamine usage was significantly associated with CVD (HR: 1.10; 95% CI: 1.08−1.11) and CHD (HR: 1.12; 95% CI: 1.09−1.15), but not with stroke (HR: 1.03; 95% CI: 0.99−1.06). The highest CVD risk was shown in the adherent group (HR: 1.68; 95% CI: 1.59−1.78), followed by the partially adherent group (HR: 1.26, 95% CI: 1.22−1.30), and the non-adherent group (HR: 1.03; 95% CI: 1.02−1.05), with a significant dose−response relationship (p-trend < 0.001). In this longitudinal study, adherent usage of glucosamine was significantly associated with a higher risk for cardiovascular diseases in patients with osteoarthritis.
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23
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Linnet K, Thorsteinsdottir HS, Sigurdsson JA, Sigurdsson EL, Gudmundsson LS. Co-prescribing of opioids and benzodiazepines/Z-drugs associated with all-cause mortality—A population-based longitudinal study in primary care with weak opioids most commonly prescribed. Front Pharmacol 2022; 13:932380. [PMID: 36147347 PMCID: PMC9485885 DOI: 10.3389/fphar.2022.932380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 08/16/2022] [Indexed: 11/24/2022] Open
Abstract
Introduction: The risk of mortality associated with the co-prescribing of benzodiazepines and opioids has been explored in a number of papers mainly focusing on strong opioids. The mortality risk associated with the use of weak opioids has not been dealt with to a similar extent. Objective: To assess the mortality risk in primary care patients with consistent 3-year co-prescribing of benzodiazepine/Z-drugs (benzodiazepine receptor modulators) and mainly weak opioids (codeine, tramadol). Methods: Of 221,804 patients contacting the primary healthcare centres, 124,436 were selected for further analysis, 88,832 participants fulfilled the inclusion criteria, aged 10–69 years and were divided into four groups with neither any use of benzodiazepines/Z-drugs nor opioids as Group 1, 3 years’ use of opioids and no/minimal benzodiazepines/Z-drugs as Group 2, with benzodiazepines/Z-drugs and no/minimal opioids as Group 3, and finally both benzodiazepines/Z-drugs and opioids as Group 4. Hazard ratios were calculated with the no-drug group as a reference, using Cox proportional hazards regression model adjusted for age, sex, number of chronic conditions and cancer patients excluded (n = 87,314). Results: Hazard ratios for mortality increased both in Group 3 where it was 2.66 (95% CI 2.25–3.09) and in Group 4 where it was 5.12 (95% CI 4.25–6.17), with increased dose and higher number of chronic conditions. In Group 4 an opioid dose-dependent increase in mortality among persons using >1000 DDDs benzodiazepines/Z-drugs was observed when those on less than ≤300 DDDs of opioids with HR 4.94 (95% CI 3.54–6.88) were compared to those on >300 DDDs with HR 7.61/95% CI 6.08–9.55). This increase in mortality was not observed among patients on <1000 DDDs of benzodiazepines/Z-drugs. Conclusion: The study supports evidence suggesting that mortality increases in a dose-dependent manner in patients co-prescribed benzodiazepines/Z-drugs and weak opioids (codeine, tramadol). An association between the number of chronic conditions and a rise in mortality was found. Long-term use of these drugs should preferably be avoided. Non-pharmacological therapy should be seriously considered instead of long-term use of benzodiazepines/Z-drugs, and deprescribing implemented for chronic users of these drugs when possible.
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Affiliation(s)
- Kristjan Linnet
- Development Centre for Primary Healthcare in Iceland, Primary Health Care of the Capital Area, Reykjavik, Iceland
- *Correspondence: Kristjan Linnet,
| | | | - Johann Agust Sigurdsson
- Development Centre for Primary Healthcare in Iceland, Primary Health Care of the Capital Area, Reykjavik, Iceland
- General Practice Research Unit, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Emil Larus Sigurdsson
- Development Centre for Primary Healthcare in Iceland, Primary Health Care of the Capital Area, Reykjavik, Iceland
- Department of Family Medicine, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
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24
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Hooijman MF, Martinez-De la Torre A, Weiler S, Burden AM. Opioid sales and opioid-related poisonings in Switzerland: A descriptive population-based time-series analysis. Lancet Reg Health Eur 2022; 20:100437. [PMID: 36090669 PMCID: PMC9459125 DOI: 10.1016/j.lanepe.2022.100437] [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] [Indexed: 11/05/2022] Open
Abstract
Background To examine time trends and characteristics of calls related to opioid poisonings reported to the National Poison Centre and opioid sales in Switzerland. Methods We used population-level data from the Swiss National Poisons Information Centre on reported opioid-related poisonings and data provided by the Swiss Pharmacists’ Association (pharmaSuisse) based on IQVIA data to identify sold opioid packages. The rate of opioid-related poisoning calls and dispensed opioid packages per 100,000 Swiss inhabitants between 2000 and 2019 were plotted by year and annual trends were assessed. All analyses were stratified by individual opioid and potency (strong vs weak). Findings There was a significant 177% increase in the rate of calls for opioid-related poisonings (1·4 to 3·9 per 100,000 inhabitants, p<0·001) and a 91·3% increase in opioid sales (from 14,364·0 to 27,477·6 per 100,000 inhabitants, p<0.001). The increase associated with strong opioids was higher when compared to weak opioids, in both poison centre calls and sales. In 2019, tramadol was the most frequently reported opioid in the poison centre data (35·7%, n=133) and sales (37·5%, n=8,863,377), followed by oxycodone calls (24·4%, n=91) and sales 23·4%, n= 552,751). Poisoning calls and sales related to oxycodone increased substantially between 2009 and 2016, as did the rate of poison centre calls requiring medical care. Interpretation Calls to the Swiss National poison centre and sales for opioid have increased substantially in Switzerland in the last two-decades. Increases were primarily driven by oxycodone and tramadol; however, sales have attenuated since 2016. Our findings mirror other European countries and stress the importance of surveillance and monitoring. Funding The research did not receive external funding. Translation of the abstract in German, French and Italian are available in the Supplementary section.
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Affiliation(s)
- Marit F. Hooijman
- Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands. David de Wiedbuilding, Universiteitsweg 99, 3584 CG Utrecht
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Zurich, Switzerland
| | - Adrian Martinez-De la Torre
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Zurich, Switzerland
| | - Stefan Weiler
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Zurich, Switzerland
- National Poisons Information Centre, Tox Info Suisse, Associated Institute of the University of Zurich, Zurich, Switzerland (former affiliation). Freiestrasse 16, 8032 Zurich
| | - Andrea M Burden
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Zurich, Switzerland
- Corresponding author at: Institute for Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, HCI H 407 Vladimir-Prelog-Weg 1-5/10, 8093 Zürich, Switzerland.
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25
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Tulipan J, Abboudi J, Wang ML, Kwok M, Seigerman D, Gallant GG, Beredjiklian P. Tramadol Versus Codeine in Hand Surgery. Cureus 2022; 14:e26886. [PMID: 35854953 PMCID: PMC9286301 DOI: 10.7759/cureus.26886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/15/2022] [Indexed: 11/06/2022] Open
Abstract
Introduction Tramadol and codeine are both commonly prescribed in the setting of surgery or injury to the upper extremity. Despite their comparable strength in terms of opioid receptor affinity, the drugs differ pharmacologically and thus are not completely interchangeable. Methods This study analyzes all prescriptions for codeine and tramadol by a group of hand surgeons over a one-year period and tests the central hypothesis that the prescribing and refill patterns of these two drugs would be similar. Results Despite similar prescription amounts in terms of morphine equivalents, patients receiving tramadol required prescription refills at a significantly higher amount than those receiving codeine, and these individuals tended to be older. Additionally, patients treated nonoperatively were prescribed significantly more tramadol than those treated surgically. Conclusion Our findings suggest that codeine and tramadol are not equivalent in managing upper extremity pain. Further study is needed to articulate the situations in which physicians and patients are better served by tramadol versus codeine.
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26
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Xie J, Strauss VY, Collins GS, Khalid S, Delmestri A, Turkiewicz A, Englund M, Tadrous M, Reyes C, Prieto-Alhambra D. Trends of Dispensed Opioids in Catalonia, Spain, 2007-19: A Population-Based Cohort Study of Over 5 Million Individuals. Front Pharmacol 2022; 13:912361. [PMID: 35754470 PMCID: PMC9213744 DOI: 10.3389/fphar.2022.912361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 05/04/2022] [Indexed: 11/24/2022] Open
Abstract
Objective: To characterize the trend of opioid use (number of users, dispensations and oral morphine milligram equivalents) in Catalonia (Spain). Design, setting, and participants: This population-based cohort study included all individuals aged 18 years or older, registered in the Information System for Research in Primary Care (SIDIAP), which covers >75% of the population in Catalonia, Spain, from 1 January 2007, to 31 December 2019. Main exposure and outcomes: The exposures were all commercialized opioids and their combinations (ATC-codes): codeine, tramadol, oxycodone, tapentadol, fentanyl, morphine, and other opioids (dihydrocodeine, hydromorphone, dextropropoxyphene, buprenorphine, pethidine, pentazocine). The main outcomes were the annual figures per 1,000 individuals of 1) opioid users, 2) dispensations, and 3) oral morphine milligram equivalents (MME). Results were stratified separately by opioid types, age (5-year age groups), sex (male or female), living area (rural or urban), and socioeconomic status (from least, U1, to most deprived, U5). The overall trends were quantified using the percentage change (PC) between 2007 and 2019. Results: Among 4,656,197 and 4,798,114 residents from 2007 to 2019, the number of opioid users, dispensations and morphine milligram equivalents per 1,000 individuals increased 12% (percentage change: 95% confidence interval (CI) 11.9–12.3%), 105% (95% confidence interval 83%–126%) and 339% (95% CI 289%–390%) respectively. Tramadol represented the majority of opioid use in 2019 (61, 59, and 54% of opioid users, dispensations, and total MME, respectively). Individuals aged 80 years or over reported the sharpest increase regarding opioid users (PC: 162%), dispensations (PC: 424%), and MME (PC: 830%). Strong opioids were increasingly prescribed for non-cancer pains over the years. Conclusion: Despite the modest increase of opioid users, opioid dispensations and MME increased substantially, particularly in the older population. In addition, strong opioids were incrementally indicated for non-cancer pains over the years. These findings suggest a transition of opioid prescriptions from intermittent to chronic and weak to strong and call for more rigorous opioid stewardship.
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Affiliation(s)
- Junqing Xie
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, United Kingdom
| | - Victoria Y Strauss
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, United Kingdom
| | - Gary S Collins
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom.,NIHR Oxford Biomedical Research Centre, John Radcliffe Hospital, Oxford, United Kingdom
| | - Sara Khalid
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, United Kingdom
| | - Antonella Delmestri
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, United Kingdom
| | - Aleksandra Turkiewicz
- Clinical Epidemiology Unit, Orthopaedics, Clinical Sciences, Lund, Lund University, Lund, Sweden
| | - Martin Englund
- Clinical Epidemiology Unit, Orthopaedics, Clinical Sciences, Lund, Lund University, Lund, Sweden
| | - Mina Tadrous
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
| | - Carlen Reyes
- Centro de Investigación Biomédica en Red Fragilidad y Envejecimiento Saludable (CIBERFes), Instituto Carlos III, Madrid, Spain.,Fundació Institut Universitari per a La Recerca a L'Atenció Primària de Salut Jordi Gol I Gurina (IDIAPJGol), Barcelona, Spain
| | - Daniel Prieto-Alhambra
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford, United Kingdom
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27
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Li L, Marozoff S, Lu N, Xie H, Kopec JA, Cibere J, Esdaile JM, Aviña-Zubieta JA. Association of tramadol with all-cause mortality, cardiovascular diseases, venous thromboembolism, and hip fractures among patients with osteoarthritis: a population-based study. Arthritis Res Ther 2022; 24:85. [PMID: 35410440 PMCID: PMC8996663 DOI: 10.1186/s13075-022-02764-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 03/15/2022] [Indexed: 11/10/2022] Open
Abstract
Background The use of tramadol among osteoarthritis (OA) patients has been increasing rapidly around the world, but population-based studies on its safety profile among OA patients are scarce. We sought to determine if tramadol use in OA patients is associated with increased risks of all-cause mortality, cardiovascular diseases (CVD), venous thromboembolism (VTE), and hip fractures compared with commonly prescribed nonsteroidal anti-inflammatory drugs (NSAIDs) or codeine. Methods Using administrative health datasets from British Columbia, Canada, we conducted a sequential propensity score-matched cohort study among all OA patients between 2005 and 2013. The tramadol cohort (i.e., tramadol initiation) was matched with four comparator cohorts (i.e., initiation of naproxen, diclofenac, cyclooxygenase-2 [Cox-2] inhibitors, or codeine). Outcomes are all-cause mortality, first-ever CVD, VTE, and hip fractures within the year after the treatment initiation. Patients were followed until they either experienced an event, left the province, or the 1-year follow-up period ended, whichever occurred first. Cox proportional hazard models were used to estimate hazard ratios after adjusting for competing risk of death. Results Overall, 100,358 OA patients were included (mean age: 68 years, 63% females). All-cause mortality was higher for tramadol compared to NSAIDs with rate differences (RDs/1000 person-years, 95% CI) ranging from 3.3 (0.0–6.7) to 8.1 (4.9–11.4) and hazard ratios (HRs, 95% CI) ranging from 1.2 (1.0–1.4) to 1.5 (1.3–1.8). For CVD, no differences were observed between tramadol and NSAIDs. Tramadol had a higher risk of VTE compared to diclofenac, with RD/1000 person-years (95% CI) of 2.2 (0.7–3.7) and HR (95% CI) of 1.7 (1.3–2.2). Tramadol also had a higher risk of hip fractures compared to diclofenac and Cox-2 inhibitors with RDs/1000 person-years (95% CI) of 1.9 (0.4–3.4) and 1.7 (0.2–3.3), respectively, and HRs (95% CI) of 1.6 (1.2–2.0) and 1.4 (1.1–1.9), respectively. No differences were observed between tramadol and NSAIDs for all events. Conclusions OA patients initiating tramadol have an increased risk of mortality, VTE, and hip fractures within 1 year compared with commonly prescribed NSAIDs, but not with codeine. Supplementary Information The online version contains supplementary material available at 10.1186/s13075-022-02764-3.
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Affiliation(s)
- Lingyi Li
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada.,Experimental Medicine Program, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Shelby Marozoff
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada
| | - Na Lu
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada
| | - Hui Xie
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Jacek A Kopec
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada.,School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Jolanda Cibere
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada.,Division of Rheumatology, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - John M Esdaile
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada.,Division of Rheumatology, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - J Antonio Aviña-Zubieta
- Arthritis Research Canada, 230-2238 Yukon Street, Vancouver, BC, V5Y 3P2, Canada. .,Division of Rheumatology, Department of Medicine, University of British Columbia, Vancouver, Canada.
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28
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Hermosilla E, Coma E, Xie J, Feng S, Cabezas C, Méndez-Boo L, Fina F, Ballo E, Martínez M, Medina-Peralta M, Argimon JM, Prieto-Alhambra D. Comparative effectiveness and safety of homologous two-dose ChAdOx1 versus heterologous vaccination with ChAdOx1 and BNT162b2. Nat Commun 2022; 13:1639. [PMID: 35322045 PMCID: PMC8943099 DOI: 10.1038/s41467-022-29301-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/09/2022] [Indexed: 11/29/2022] Open
Abstract
Small trials have suggested that heterologous vaccination with first-dose ChAdOx1 and second-dose BNT162b2 may generate a better immune response than homologous vaccination with two doses of ChAdOx1. In this cohort analysis, we use linked data from Catalonia (Spain), where those aged <60 who received a first dose of ChAdOx1 could choose between ChAdOx1 and BNT162b2 for their second dose. Comparable cohorts were obtained after exact-matching 14,325/17,849 (80.3%) people receiving heterologous vaccination to 14,325/149,386 (9.6%) receiving homologous vaccination by age, sex, region, and date of second dose. Of these, 464 (3.2%) in the heterologous and 694 (4.8%) in the homologous groups developed COVID-19 between 1st June 2021 and 5th December 2021. The resulting hazard ratio (95% confidence interval) is 0.66 [0.59-0.74], favouring heterologous vaccination. The two groups had similar testing rates and safety outcomes. Sensitivity and negative control outcome analyses confirm these findings. In conclusion, we demonstrate that a heterologous vaccination schedule with ChAdOx1 followed by BNT162b2 was more efficacious than and similarly safe to homologous vaccination with two doses of ChAdOx1. Most of the infections in our study occurred when Delta was the predominant SARS-CoV-2 variant in Spain. These data agree with previous phase 2 randomised trials.
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Affiliation(s)
- Eduardo Hermosilla
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
- Idiap Jordi Gol, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Ermengol Coma
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Junqing Xie
- Centre for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK
| | - Shuo Feng
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
| | - Carmen Cabezas
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Leonardo Méndez-Boo
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Francesc Fina
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Elisabet Ballo
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Montserrat Martínez
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Manuel Medina-Peralta
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Josep Maria Argimon
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Daniel Prieto-Alhambra
- Centre for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK.
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands.
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29
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Survival Impact of Long-Term Tramadol Use on Breast Cancer for Patients with Chronic Pain: A Propensity Score-Matched Population-Based Cohort Study. J Pers Med 2022; 12:jpm12030384. [PMID: 35330383 PMCID: PMC8951340 DOI: 10.3390/jpm12030384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 02/17/2022] [Accepted: 02/18/2022] [Indexed: 02/01/2023] Open
Abstract
Purpose: The impact of tramadol analgesic use before breast cancer diagnosis on survival in patients with chronic pain is unclear. Therefore, we designed a propensity score-matched population-based cohort study to compare the breast cancer-related survival of patients with chronic pain who received long-term tramadol analgesic treatment with that of those who did not receive such treatment. Patients and Methods: We included patients with chronic pain and categorized them into two groups according to their analgesic use, comparing their breast cancer-related survival; patients with breast cancer and chronic pain who were prescribed ≥180 defined daily doses (DDDs) of tramadol analgesics per year >3 months before breast cancer diagnosis comprised the case group, and those who were prescribed non-tramadol analgesics before breast cancer diagnosis comprised the control group. Patients in both groups were matched at a ratio of 1:5. Results: The matching process yielded a final cohort of 624 patients (104 and 520 in the case and control groups, respectively) who were eligible for further analysis. According to both univariate and multivariate Cox regression analyses, the adjusted hazard ratio for all-cause death in the case group compared with in the control group was 3.45 (95% confidence interval = 2.36−5.04; p < 0.001). Conclusion: Long-term tramadol analgesic use prior to breast cancer diagnosis might be associated with poor overall survival in patients with chronic pain compared with such patients that did not receive long-term tramadol analgesic treatment.
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30
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Xie J, Reyes C, Prieto-Alhambra D. Association of Tramadol vs Codeine Prescriptions With Mortality and Other Adverse Clinical Outcomes-Reply. JAMA 2022; 327:489-490. [PMID: 35103768 DOI: 10.1001/jama.2021.23126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Junqing Xie
- NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, England
| | - Carlen Reyes
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
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31
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Shu HY, Lee YH, Wei J. Association of Tramadol vs Codeine Prescription Dispensation With Mortality and Other Adverse Outcomes. JAMA 2022; 327:488-489. [PMID: 35103770 DOI: 10.1001/jama.2021.23123] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Hsin-Yi Shu
- National Cheng Kung University Hospital, Tainan, Taiwan
| | | | - James Wei
- Chung Shan Medical University, Taichung, Taiwan
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Chen CH, Wang CY, Lai CC. Association of Tramadol vs Codeine Prescription Dispensation With Mortality and Other Adverse Outcomes. JAMA 2022; 327:488. [PMID: 35103771 DOI: 10.1001/jama.2021.23120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Chao-Hsien Chen
- Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
| | - Cheng-Yi Wang
- Department of Internal Medicine, Cardinal Tien Hospital, New Taipei City, Taiwan
| | - Chih-Cheng Lai
- Department of Internal Medicine, Kaohsiung Veterans General Hospital, Tainan Branch, Tainan, Taiwan
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Lavergne J, Debin M, Blanchon T, Colizza V, Dassieu L, Gimenez L, Kengne-Kuetche C, Lapeyre-Mestre M, Dupouy J. Perceived risk of opioid use disorder secondary to opioid analgesic medication use by the general population in France. Eur J Pain 2021; 26:729-739. [PMID: 34958720 DOI: 10.1002/ejp.1901] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 11/15/2021] [Accepted: 12/19/2021] [Indexed: 11/05/2022]
Abstract
BACKGROUND In Europe and France, the use of opioid analgesic drugs has become widespread as an option for pain management. However, their use can lead to nonmedical use and/or opioid use disorder (OUD). This work aimed to assess the perceived risk of OUD secondary to opioid analgesic drugs use by the general population. METHODS We conducted a cross-sectional observational study using the GrippeNet web-based cohort, comprising about 10,000 French volunteers from the general population, using a self-administered questionnaire. The main outcome was the perceived risk of OUD secondary to opioid analgesic drugs use, assessed by a 4-item scale and modeled using logistic regression (backward procedure). RESULTS Among 5,046 French respondents, after adjustment, 65% believed that the use of analgesic drugs could likely or very likely lead to OUD. Factors associated with perception of a higher risk were being over 50 and having heard about opioids in the media. Previous opioid use and a high level of education decreased the perception of the risk. Among those having used opioids in the past two years (N = 1770), 71.1% reported being not at all concerned by this risk. The majority of the sample perceived the risk of OUD but those having already used opioid analgesics drugs expressed no concern about this risk for themselves. CONCLUSIONS This finding highlight the need to reinforce warning on the package insert documents, therapeutic education and collaborative care between the prescribing general practitioners and pharmacists to increase awareness of opioid medications users on the risk of OUD.
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Affiliation(s)
- Justine Lavergne
- Département Universitaire de Médecine Générale, Université de Toulouse; Faculté de Médecine, 133 route de Narbonne, 31063, Toulouse, France
| | - Marion Debin
- Sorbonne Université, Inserm, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, F-75012, Paris, France
| | - Thierry Blanchon
- Sorbonne Université, Inserm, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, F-75012, Paris, France
| | - Vittoria Colizza
- Sorbonne Université, Inserm, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, F-75012, Paris, France
| | - Lise Dassieu
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, 850 rue Saint Denis, Montréal, QC, H2X0A9, Canada
| | - Laetitia Gimenez
- Département Universitaire de Médecine Générale, Université de Toulouse; Faculté de Médecine, 133 route de Narbonne, 31063, Toulouse, France.,CERPOP, Université de Toulouse, Inserm, UPS, Toulouse, France
| | - Charly Kengne-Kuetche
- Sorbonne Université, Inserm, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, F-75012, Paris, France
| | - Maryse Lapeyre-Mestre
- CEIP-Addictovigilance, CIC 1436, Service de Pharmacologie Médicale et Clinique, Faculté de Médecine, 37 allées Jules Guesde, 31000, Toulouse, France
| | - Julie Dupouy
- Département Universitaire de Médecine Générale, Université de Toulouse; Faculté de Médecine, 133 route de Narbonne, 31063, Toulouse, France.,CERPOP, Université de Toulouse, Inserm, UPS, Toulouse, France
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