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Davies LEM, Koerkamp EAJG, Koster ES, Dalusong KJ, Koch B, Schellekens AF, Heringa M, Bouvy ML. Patients' perspectives about the role of primary healthcare providers in long-term opioid therapy: a qualitative study in Dutch primary care. Br J Gen Pract 2024; 74:e475-e481. [PMID: 38499298 PMCID: PMC11221419 DOI: 10.3399/bjgp.2023.0547] [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: 10/19/2023] [Accepted: 03/04/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND Over the past decade, long-term use of prescription opioids for chronic non-cancer pain has risen globally despite the associated risks. Most opioid users receive their first prescription in primary care. AIM To investigate the perspective of patients who are long-term opioid users in primary care regarding the role of healthcare providers (HCPs) in their prolonged opioid use. DESIGN AND SETTING Semi-structured interviews in Dutch primary care. METHOD We recruited patients who were long-term users of opioids for chronic non-cancer pain from seven community pharmacies in the Netherlands. In-depth, semi-structured interviews focused on patients' experiences with long-term opioid use, access to opioids, and the guidance of their HCPs (primarily their GPs and pharmacists). A directed content analysis was conducted on the transcribed interviews using NVivo. RESULTS Participants (n = 25) described ways in which HCPs impacted their long-term use of opioids. These encompassed the initiation of treatment, chronic use of opioids, and discontinuation of treatment. Participants stressed the need for risk counselling during initial prescribing, ongoing medication evaluations including tapering conversations, and more support from their HCP during a tapering attempt. CONCLUSION Patients' perspectives illustrate the important role of HCPs across the spectrum of opioid use - from initiation to tapering. The results of this study underscore the importance of clear risk counselling starting at initial prescribing, repeated medication assessments throughout treatment, addressing tapering at regular intervals, and strong support during tapering. These insights carry significant implications for clinical practice, emphasising the importance of informed and patient-centred care when it comes to opioid use for chronic non-cancer pain management.
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Affiliation(s)
- Lisa Eveline Maria Davies
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht
| | - Elsemiek Aw Jansen-Groot Koerkamp
- Division of Pharmacoepidemiology and Clinical Pharmacology, UIPS, Utrecht University, Utrecht; SIR Institute for Pharmacy Practice and Policy, Leiden
| | - Ellen S Koster
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht
| | - Kelly-Jo Dalusong
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht
| | - Brigitte Koch
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht
| | - Arnt Fa Schellekens
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center; scientific director, Nijmegen Institute for Scientist Practitioners in Addiction, Nijmegen
| | - Mette Heringa
- SIR Institute for Pharmacy Practice and Policy, Leiden
| | - Marcel L Bouvy
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht
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Davies LEM, Koster ES, Damen KF, Beurmanjer H, van Dam VW, Bouvy ML, Schellekens AF. Patients' perspectives on tapering programmes for prescription opioid use disorder: a qualitative study. BMJ Open 2023; 13:e075246. [PMID: 38070938 PMCID: PMC10729188 DOI: 10.1136/bmjopen-2023-075246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 11/13/2023] [Indexed: 12/18/2023] Open
Abstract
OBJECTIVES Approximately 10% of chronic pain patients who receive opioids develop an opioid use disorder (OUD). Tapering programmes for these patients show high drop-out rates. Insight into chronic pain patients' experiences with tapering programmes for prescription OUD could help improve such programmes. Therefore, we investigated the perspectives of chronic pain patients with prescription OUD to identify facilitators and barriers to initiate and complete a specialised OUD tapering programme. DESIGN A qualitative study using semi-structured interviews on experiences with initiation and completion of opioid tapering was audio recorded, transcribed and subject to directed content analysis. SETTING This study was conducted in two facilities with specialised opioid tapering programmes in the Netherlands. PARTICIPANTS Twenty-five adults with chronic pain undergoing treatment for prescription OUD participated. RESULTS Participants indicated that tapering is a personal process, where willingness and motivation to taper, perceived (medical) support and pain coping strategies have an impact on the tapering outcome. The opportunity to join a medical-assisted tapering programme, shared decision-making regarding tapering pace, tapering location, and receiving medical and psychological support facilitated completion of an opioid tapering programme. CONCLUSIONS According to patients, a successful treatment of prescription OUD requires a patient-centred approach that combines personal treatment goals with shared decision-making on opioid tapering. Referral to a specialised tapering programme that incorporates opioid rotation, non-judgmental attitudes, and psychological support can create a safe and supportive environment, fostering successful tapering and recovery.
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Affiliation(s)
- Lisa Eveline Maria Davies
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands
| | - Ellen S Koster
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands
- Netherlands Association of Internal Medicine, Utrecht, The Netherlands
| | | | - Harmen Beurmanjer
- Novadic-Kentron, Vught, The Netherlands
- Radboud University Behavioural Science Institute, Nijmegen, The Netherlands
| | - Vivienne Wt van Dam
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands
| | - Marcel L Bouvy
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands
| | - Arnt Fa Schellekens
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
- Nijmegen Institute for Scientist Practitioners in Addiction, Nijmegen, The Netherlands
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van Brug HE, Nelissen RGHH, Rosendaal FR, van Dorp ELA, Bouvy ML, Dahan A, Gademan MGJ. What Changes Have Occurred in Opioid Prescriptions and the Prescribers of Opioids Before TKA and THA? A Large National Registry Study. Clin Orthop Relat Res 2023; 481:1716-1728. [PMID: 37099415 PMCID: PMC10427048 DOI: 10.1097/corr.0000000000002653] [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] [Received: 10/31/2022] [Revised: 01/30/2023] [Accepted: 03/13/2023] [Indexed: 04/27/2023]
Abstract
BACKGROUND Opioid use before TKA or THA is linked to a higher risk of revision surgery and less functional improvement. In Western countries, the frequency of preoperative opioid use has varied, and robust information on temporal changes in opioid prescriptions over time (in the months before surgery as well as annual changes) and among prescribers is necessary to pinpoint opportunities to improve on low-value care patterns, and when they are recognized, to target physician populations for intervention strategies. QUESTIONS/PURPOSES (1) What proportion of patients undergoing arthroplasties receive an opioid prescription in the year before TKA or THA, and what were the preoperative opioid prescription rates over time between 2013 and 2018? (2) Does the preoperative prescription rate vary between 12 and 10 months and between 3 and 1 months in the year before TKA or THA, and did it change between 2013 and 2018? (3) Which medical professionals were the main prescribers of preoperative opioids 1 year before TKA or THA? METHODS This was a large-database study drawn from longitudinally maintained national registry sources in the Netherlands. The Dutch Foundation for Pharmaceutical Statistics was linked to the Dutch Arthroplasty Register from 2013 to 2018. TKAs and THAs performed because of osteoarthritis in patients older than 18 years, which were also uniquely linked by age, gender, patient postcode, and low-molecular weight heparin use, were eligible. Between 2013 and 2018, 146,052 TKAs were performed: 96% (139,998) of the TKAs were performed for osteoarthritis in patients older than 18 years; of them, 56% (78,282) were excluded because of our linkage criteria. Some of the linked arthroplasties could not be linked to a community pharmacy, which was necessary to follow patients over time, leaving 28% (40,989) of the initial TKAs as our study population. Between 2013 and 2018, 174,116 THAs were performed: 86% (150,574) were performed for osteoarthritis in patients older than 18 years, one arthroplasty was excluded because of an outlier opioid dose, and a further 57% (85,724 of 150,574) were excluded because of our linkage criteria. Some of the linked arthroplasties could not be linked to a community pharmacy, leaving 28% (42,689 of 150,574) of THAs, which were performed between 2013 and 2018. For both TKA and THA, the mean age before surgery was 68 years, and roughly 60% of the population were women. We calculated the proportion of patients undergoing arthroplasties who had at least one opioid prescription in the year before arthroplasty and compared data from 2013 to 2018. Opioid prescription rates are given as defined daily dosages and morphine milligram equivalents (MMEs) per arthroplasty. Opioid prescriptions were assessed by preoperative quarter and by operation year. Possible changes over time in opioid exposure were investigated using linear regression, adjusted for age and gender, in which the month of operation since January 2013 was used as the determinant and MME as the outcome. This was done for all opioids combined and per opioid type. Possible changes in opioid prescription rates in the year before arthroplasty were assessed by comparing the time period of 1 to 3 months before surgery with the other quarters. Additionally, preoperative prescriptions per operation year were assessed per prescriber category: general practitioners, orthopaedic surgeons, rheumatologists, and others. All analyses were stratified by TKA or THA. RESULTS The proportion of patients undergoing arthroplasties who had an opioid prescription before TKA increased from 25% (1079 of 4298) in 2013 to 28% (2097 of 7460) in 2018 (difference 3% [95% CI 1.35% to 4.65%]; p < 0.001), and before THA increased from 25% (1111 to 4451) to 30% (2323 to 7625) (difference 5% [95% CI 3.8% to 7.2%]; p < 0.001). The mean preoperative opioid prescription rate increased over time between 2013 and 2018 for both TKA and THA. For TKA, an adjusted monthly increase of 3.96 MME was observed (95% CI 1.8 to 6.1 MME; p < 0.001). For THA, the monthly increase was 3.8 MME (95% CI 1.5 to 6.0; p = 0.001. For both TKA and THA, there was a monthly increase in the preoperative oxycodone rate (3.8 MME [95% CI 2.5 to 5.1]; p < 0.001 and 3.6 [95% CI 2.6 to 4.7]; p < 0.001, respectively). For TKA, but not for THA, there was a monthly decrease in tramadol prescriptions (-0.6 MME [95% CI -1.0 to -0.2]; p = 0.006). Regarding the opioids prescribed in the year before surgery, there was a mean increase of 48 MME (95% CI 39.3 to 56.7 MME; p < 0.001) for TKA between 10 and 12 months and the last 3 months before surgery. For THA, this increase was 121 MME (95% CI 110 to 131 MME; p < 0.001). Regarding possible differences between 2013 and 2018, we only found differences in the period 10 to 12 months before TKA (mean difference 61 MME [95% CI 19.2 to 103.3]; p = 0.004) and the period 7 to 9 months before TKA (mean difference 66 MME [95% CI 22.0 to 110.9]; p = 0.003). For THA, there was an increase in the MMEs prescribed between 2013 and 2018 for all four quarters, with mean differences ranging from 43.9 to 55.4 MME (p < 0.05). The average proportion of preoperative opioid prescriptions prescribed by general practitioners ranged between 82% and 86% (41,037 of 49,855 for TKA and 49,137 of 57,289 for THA), between 4% and 6% (2924 of 49,855 for TKA and 2461 of 57,289 for THA), by orthopaedic surgeons, 1% by rheumatologists (409 of 49,855 for TKA and 370 of 57,289 for THA), and between 9% and 11% by other physicians (5485 of 49,855 for TKA and 5321 of 57,289 for THA). Prescriptions by orthopaedic surgeons increased over time, from 3% to 7% for THA (difference 4% [95% CI 3.6 to 4.9]) and 4% to 10% for TKA (difference 6% [95% CI 5% to 7%]; p < 0.001). CONCLUSION Between 2013 and 2018, preoperative opioid prescriptions increased in the Netherlands, mainly because of a shift to more oxycodone prescriptions. We also observed an increase in opioid prescriptions in the year before surgery. Although general practitioners were the main prescribers of preoperative oxycodone, prescriptions by orthopaedic surgeons also increased during the study period. Orthopaedic surgeons should address opioid use and its associated negative effects in preoperative consultations. More intradisciplinary collaboration seems important to limit the prescribing of preoperative opioids. Additionally, research is necessary to assess whether opioid cessation before surgery reduces the risk of adverse outcomes. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Heather E. van Brug
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Rob G. H. H. Nelissen
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands
| | - Frits R. Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Eveline L. A. van Dorp
- Department of Anaesthesiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Marcel L. Bouvy
- Utrecht Institute for Pharmaceutical Sciences, Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, the Netherlands
| | - Albert Dahan
- Department of Anaesthesiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Maaike G. J. Gademan
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
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Bedene A, Dahan A, Rosendaal FR, van Dorp ELA. Opioid epidemic: lessons learned and updated recommendations for misuse involving prescription versus non-prescription opioids. Expert Rev Clin Pharmacol 2022; 15:1081-1094. [PMID: 36068971 DOI: 10.1080/17512433.2022.2114898] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION In the past decades, the opioid crisis has heavily impacted parts of the US society and has been followed by an increase in the use of opioids worldwide. It is of paramount importance that we explore the origins of the US opioid epidemic to develop best practices to tackle the rising tide of opioid overdoses. AREAS COVERED In this expert review, we discuss opioid (over)prescription, change in perception of pain, and false advertisement of opioid safety as the leading causes of the US opioid epidemic. Then, we review the evidence about opioid dependence and addiction potential and provide current knowledge about predictors of aberrant opioid-related behavior. Lastly, we discuss different approaches that were considered or undertaken to combat the rising tide of opioid-related deaths by regulatory bodies, pharmaceutical companies, and health-care professionals. For this expert review, we considered published articles relevant to the topic under investigation that we retrieved from Medline or Google scholar electronic database. EXPERT OPINION The opioid epidemic is a dynamic process with many underlying mechanisms. Therefore, no single approach may be best suited to combat it. In our opinion, the best way forward is to employ multiple strategies to tackle different underlying mechanisms.
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Affiliation(s)
- Ajda Bedene
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.,Department of Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Albert Dahan
- Department of Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Frits R Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Eveline L A van Dorp
- Department of Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands
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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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Aalouch O, Duisenberg-van Essenberg M, van Eijs F, Spoor AB, Maat B, van den Bemt PMLA. Prolonged oxycodone use and potential risk factors in postoperative patients: a case control study. Int J Clin Pharm 2022; 44:1259-1268. [PMID: 35819594 DOI: 10.1007/s11096-022-01441-4] [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: 01/12/2022] [Accepted: 06/06/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Prolonged exposure to opioids has a negative influence on the physical and mental health of a person. Currently, little is known about the risk of prolonging opioids after first postoperative use. AIM A study was conducted to define the proportion of postoperative patients that use oxycodone longer than prescribed to determine risk factors of prolonged use. METHOD This retrospective single-center nested case-control study was performed in the Elisabeth Tweesteden Hospital. The study population consisted of postoperative adult patients who received an oxycodone prescription at discharge between April 2018 and June 2020. The primary outcome was the proportion of patients with at least one refill of oxycodone during a follow-up period of 30 days. The secondary outcome was the association of potential risk factors with oxycodone refills. Univariate and multivariate logistic regression analyses were performed to determine the association between the variables and outcome. RESULTS 1203 patients were included of which 280 (23.3%) received one or more refill. Age (adjusted odds ratio 1.01 [95% confidence interval 1.00-1.02]), length of stay (1.10 [1.06-1.14], a Numeric Rating Scale pain score of four or higher (1.52 [1.14-2.01]), use of the continuous release form only (2.15 [1.60-2.89]) and admission to various hospital departments were associated with a refill of oxycodone . CONCLUSION The proportion of patients with a refill of oxycodone is 23.3%. This could result in chronic oxycodone use and potential misuse. Patients with the determined risk factors may be a suitable population for future interventions to minimize prolonged use.
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Affiliation(s)
- Oumaima Aalouch
- School of Pharmacy, Utrecht University, Utrecht, The Netherlands.
| | | | - Frank van Eijs
- Department of Anesthesiology, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
| | - Andy B Spoor
- Department of Orthopedics, Elisabeth-Tweesteden Hospital, Tilburg, The Netherlands
| | - Barbara Maat
- Department of Hospital Pharmacy, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
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Bedene A, Lijfering WM, Arbous MS, Rosendaal FR, Dahan A, van Dorp ELA. Association between prescription opioid use and unplanned intensive care unit admission and mortality in the adult population of the Netherlands: a registry study. Br J Anaesth 2022; 129:254-262. [PMID: 35752474 DOI: 10.1016/j.bja.2022.05.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 05/11/2022] [Accepted: 05/14/2022] [Indexed: 11/02/2022] Open
Abstract
BACKGROUND Opioid overdoses are increasing in the Netherlands, and there may be other harms associated with prescription opioid use. We investigated the relationship between prescription opioid use and unplanned ICU admission and death. METHODS This is an analysis of linked government registries of the adult Dutch population (age ≥18 years) alive on January 1, 2018. The co-primary outcomes were ICU admission and death up to 1 year. Crude event rates and event-specific adjusted hazard rates (aHRs) with 95% confidence intervals (CIs) were calculated using multivariable analysis for people with and without exposure to an opioid prescription. RESULTS We included 13 813 173 individuals, of whom 32 831 were admitted to the ICU and 152 259 died during the 1 year follow-up. Rates of ICU admission and death amongst people who reimbursed an opioid prescription were 5.87 and 62.2 per 1000 person-years, and rates of ICU admission and death in those without a prescription were 2.03 and 6.34, respectively. Exposed individuals had a higher rate of both ICU admission (aHR 2.53; 95% CI: 2.45-2.60) and death (aHR 7.11; 95% CI: 7.02-7.19) compared with unexposed individuals. Both outcomes were more frequent amongst prescription opioid users across a range of subgroups. CONCLUSIONS The rate of ICU admission and death was higher amongst prescription opioid users than non-users in the full cohort and in subgroups. These findings represent an important public health concern.
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Affiliation(s)
- Ajda Bedene
- Department of Anesthesiology, Leiden University Medical Center, Leiden, the Netherlands; Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Willem M Lijfering
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - M Sesmu Arbous
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands; Department of Intensive Care, Leiden University Medical Center, Leiden, the Netherlands
| | - Frits R Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Albert Dahan
- Department of Anesthesiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Eveline L A van Dorp
- Department of Anesthesiology, Leiden University Medical Center, Leiden, the Netherlands; Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands.
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van Bergen E, Monnikhof M, Lafeber F, Schutgens R, Mastbergen S, van Vulpen L. The fear for adverse bleeding and cardiovascular events in hemophilia patients using (non-)selective non-steroidal anti-inflammatory drugs: A systematic review reporting on safety. Blood Rev 2022; 56:100987. [DOI: 10.1016/j.blre.2022.100987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 06/15/2022] [Accepted: 06/16/2022] [Indexed: 11/02/2022]
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Davey MG, Joyce WP. Reducing Opioid Consumption Levels Post-Operatively following Gastrointestinal Surgery – A Systematic Review of Randomized Trials. SURGERY IN PRACTICE AND SCIENCE 2022. [DOI: 10.1016/j.sipas.2022.100093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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10
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Bedene A, Strmljan A, van Dorp ELA, Udovič M, Lijfering WM, Niesters M, Rosendaal FR, Dahan A, Fürst J. Comparison of Two Different Analgesic Prescription Strategies and Healthcare Systems: Slovenia vs. the Netherlands. FRONTIERS IN PAIN RESEARCH 2022; 2:723797. [PMID: 35295498 PMCID: PMC8915570 DOI: 10.3389/fpain.2021.723797] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 08/05/2021] [Indexed: 11/21/2022] Open
Abstract
Background: Prescribing practice of pain medication is changing in the Netherlands; opioids are used more often instead of nonsteroidal anti-inflammatory drugs (NSAIDs), therefore we aimed to compare the use of pain medication with Slovenia which has stringent prescribing rules for strong opioids. Methods: We conducted a cohort study into national prescription databases of the Netherlands and Slovenia covering pharmacy claims between January 1, 2013 and December 31, 2019. In the analysis about 17 million Dutch and 2 million Slovenian residents were included. Findings: The use of opioids and NSAIDs was higher in Slovenia than in the Netherlands. More frequent use of opioids in Slovenia could be almost entirely explained by weak opioids (about 6% of the population), whereas they were prescribed 50% less frequently in the Netherlands. The opioid use has increased by about 20% in the Netherlands (4.85 and 6.00% of the population in 2013 and 2018, respectively), and the majority of this increase could be explained by strong opioids (4.05% in 2018), specifically, by oxycodone whose use increased by more than 2-fold between 2013 and 2019. In comparison, oxycodone was seldomly used in Slovenia (about 0.3% of the population received a prescription in a year). Interpretation: When medication use is controlled by stringent prescribing rules, like for strong opioids in Slovenia, the use is lower as compared to when such rules do not exist.
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Affiliation(s)
- Ajda Bedene
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Netherlands.,Department of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands
| | - Anita Strmljan
- Health Insurance Institute of Slovenia, Ljubljana, Slovenia
| | - Eveline L A van Dorp
- Department of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands
| | - Mitja Udovič
- Health Insurance Institute of Slovenia, Ljubljana, Slovenia
| | - Willem M Lijfering
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Netherlands
| | - Marieke Niesters
- Department of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands
| | - Frits R Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Netherlands
| | - Albert Dahan
- Department of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands
| | - Jurij Fürst
- Health Insurance Institute of Slovenia, Ljubljana, Slovenia
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Bedene A, van Dorp ELA, Rosendaal FR, Dahan A, Lijfering WM. Risk of drug-related upper gastrointestinal bleeding in the total population of the Netherlands: a time-trend analysis. BMJ Open Gastroenterol 2022; 9:bmjgast-2021-000733. [PMID: 35012975 PMCID: PMC8753354 DOI: 10.1136/bmjgast-2021-000733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 11/17/2021] [Indexed: 11/23/2022] Open
Abstract
Objective Many prescribed and over-the-counter medications, for example, non-steroidal anti-inflammatory drugs (NSAIDs) are associated with upper gastrointestinal bleeding (UGIB). Recently, a decrease in prescribing of NSAIDs was observed in the Netherlands, but whether a similar decreasing trend could be observed in the incidence of severe UGIB (either fatal or requiring hospitalisation), contingent on medication prescription, is unknown. Design We conducted a cohort study using Dutch national statistics on pharmacy claims, hospitalisation and mortality between 2013 and 2018. We explored the incidence of sex-specific and age-specific severe UGIB in four (sub)populations: (A) total population, (B) without a filled prescrption for NSAIDs, (C) without filled prescriptions for NSAIDs and antithrombotic agents, (D) without any risk factors for UGIB. Results The cumulative incidence of severe UGIB did not decrease throughout the study period, regardless of the subgroup analysis. In the total population, it was 199 per 100 000 inhabitants (95% CI 197 to 201) in 2013–2014 and 260 (95% CI 258 to 263) in 2017–2018. The absolute risk of severe UGIB was 50% lower in the subgroup B than in the full cohort. It decreased further by 50% in the subgroup D when compared with subgroup B. The risk of severe UGIB was 1.5–1.9 fold higher in young women than in young men; an indication of over-the-counter NSAIDs use being more prevalent in women than men in this age group. Conclusion We found no evidence to support a relationship between reduced prescribing of NSAIDs and the incidence of severe UGIB in the Netherlands since 2013. The relationship was also not observed when we removed the effect of risk factors.
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Affiliation(s)
- Ajda Bedene
- Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.,Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Frits R Rosendaal
- Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Albert Dahan
- Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Willem M Lijfering
- Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
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12
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Sunshine MD, Fuller DD. Automated Classification of Whole Body Plethysmography Waveforms to Quantify Breathing Patterns. Front Physiol 2021; 12:690265. [PMID: 34489719 PMCID: PMC8417563 DOI: 10.3389/fphys.2021.690265] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 07/30/2021] [Indexed: 12/19/2022] Open
Abstract
Whole body plethysmography (WBP) monitors respiratory rate and depth but conventional analysis fails to capture the diversity of waveforms. Our first purpose was to develop a waveform cluster analysis method for quantifying dynamic changes in respiratory waveforms. WBP data, from adult Sprague-Dawley rats, were sorted into time domains and principle component analysis was used for hierarchical clustering. The clustering method effectively sorted waveforms into categories including sniffing, tidal breaths of varying duration, and augmented breaths (sighs). We next used this clustering method to quantify breathing after opioid (fentanyl) overdose and treatment with ampakine CX1942, an allosteric modulator of AMPA receptors. Fentanyl caused the expected decrease in breathing, but our cluster analysis revealed changes in the temporal appearance of inspiratory efforts. Ampakine CX1942 treatment shifted respiratory waveforms toward baseline values. We conclude that this method allows for rapid assessment of breathing patterns across extended data recordings. Expanding analyses to include larger portions of recorded WBP data may provide insight on how breathing is affected by disease or therapy.
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Affiliation(s)
- Michael D Sunshine
- Rehabilitation Science Ph.D. Program, University of Florida, Gainesville, FL, United States.,Department of Physical Therapy, University of Florida, Gainesville, FL, United States.,Breathing Research and Therapeutics Center, University of Florida, Gainesville, FL, United States.,McKnight Brain Institute, University of Florida, Gainesville, FL, United States
| | - David D Fuller
- Department of Physical Therapy, University of Florida, Gainesville, FL, United States.,Breathing Research and Therapeutics Center, University of Florida, Gainesville, FL, United States.,McKnight Brain Institute, University of Florida, Gainesville, FL, United States
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13
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Wilkes JL, Montalban JN, Pringle BD, Monroe D, Miller A, Zapata I, Brooks AE, Ross DW. A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States. J Clin Med 2021; 10:3460. [PMID: 34441753 PMCID: PMC8397219 DOI: 10.3390/jcm10163460] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/30/2021] [Accepted: 08/02/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The opioid epidemic is a complex national crisis in the United States with a 400% increase in related deaths over the past two decades with no signs of slowing. The purpose of this study was to assess the incidence of opioid use, based on the geographic and population characteristics. METHODS The opioid-related hospital inpatient stays and emergency department visits obtained from the 2010 to 2018 Healthcare Cost and Utilization Project and demographic confounders, including age, race, education, and income gathered from US Census data were analyzed through generalized linear mixed models and reported by community size and region. RESULTS Opioid use varies among population center sizes and the region analyzed. In general, opioid visits in the southwest region were greatest across the majority of population center sizes. Rural usage was greatest in the northeast, southeast, and southwest. Unemployment and diverse ethnicities were commonly associated with opioid use in the metro areas studied but these associations were not seen in rural areas. CONCLUSION Opioid use remains significant among diverse populations across the United States. Understanding the unique dynamics associated with opioid usage in populations within the regions studied is important in guiding future interventions to fight this crisis.
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Affiliation(s)
- Jordan L. Wilkes
- Department of Specialty Medicine, Rocky Vista University, Parker, CO 80134, USA; (J.L.W.); (J.N.M.); (B.D.P.); (D.M.); (A.M.)
| | - Jessica N. Montalban
- Department of Specialty Medicine, Rocky Vista University, Parker, CO 80134, USA; (J.L.W.); (J.N.M.); (B.D.P.); (D.M.); (A.M.)
| | - Brian D. Pringle
- Department of Specialty Medicine, Rocky Vista University, Parker, CO 80134, USA; (J.L.W.); (J.N.M.); (B.D.P.); (D.M.); (A.M.)
| | - Devin Monroe
- Department of Specialty Medicine, Rocky Vista University, Parker, CO 80134, USA; (J.L.W.); (J.N.M.); (B.D.P.); (D.M.); (A.M.)
| | - Adela Miller
- Department of Specialty Medicine, Rocky Vista University, Parker, CO 80134, USA; (J.L.W.); (J.N.M.); (B.D.P.); (D.M.); (A.M.)
| | - Isain Zapata
- Department of Biomedical Sciences, Rocky Vista University, Parker, CO 80134, USA;
| | - Amanda E. Brooks
- Office of Research and Scholarly Activity, Rocky Vista University, Ivins, UT 84738, USA;
| | - David W. Ross
- Department of Specialty Medicine, Rocky Vista University, Parker, CO 80134, USA; (J.L.W.); (J.N.M.); (B.D.P.); (D.M.); (A.M.)
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14
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Kim HM, Bone RM, McNeill B, Lee SJ, Gillon G, Woodward LJ. Preschool Language Development of Children Born to Women with an Opioid Use Disorder. CHILDREN-BASEL 2021; 8:children8040268. [PMID: 33807265 PMCID: PMC8066299 DOI: 10.3390/children8040268] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 03/26/2021] [Accepted: 03/28/2021] [Indexed: 12/15/2022]
Abstract
Increasing evidence suggests that prenatal exposure to opioids may affect brain development, but limited data exist on the effects of opioid-exposure on preschool language development. Our study aimed to characterize the nature and prevalence of language problems in children prenatally exposed to opioids, and the factors that support or hinder language acquisition. A sample of 100 children born to pregnant women in methadone maintenance treatment and 110 randomly identified non-exposed children were studied from birth to age 4.5 years. At 4.5 years, 89 opioid-exposed and 103 non-exposed children completed the preschool version of the Clinical Evaluation of Language Fundamentals (CELF-P) as part of a comprehensive neurodevelopmental assessment. Children prenatally exposed to opioids had poorer receptive and expressive language outcomes at age 4.5 years compared to non-opioid exposed children. After adjustment for child sex, maternal education, other pregnancy substance use, maternal pregnancy nutrition and prenatal depression, opioid exposure remained a significant independent predictor of children’s total CELF-P language score. Examination of a range of potential intervening factors showed that a composite measure of the quality of parenting and home environment at age 18 months and early childhood education participation at 4.5 years were important positive mediators.
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Affiliation(s)
- Hyun Min Kim
- School of Health Sciences, University of Canterbury, Christchurch 8041, New Zealand; (R.M.B.); (S.J.L.); (L.J.W.)
- Child Well-Being Research Institute, University of Canterbury, Christchurch 8041, New Zealand; (B.M.); (G.G.)
- Correspondence:
| | - Reisha M. Bone
- School of Health Sciences, University of Canterbury, Christchurch 8041, New Zealand; (R.M.B.); (S.J.L.); (L.J.W.)
| | - Brigid McNeill
- Child Well-Being Research Institute, University of Canterbury, Christchurch 8041, New Zealand; (B.M.); (G.G.)
- School of Teacher Education, University of Canterbury, Christchurch 8041, New Zealand
| | - Samantha J. Lee
- School of Health Sciences, University of Canterbury, Christchurch 8041, New Zealand; (R.M.B.); (S.J.L.); (L.J.W.)
- Child Well-Being Research Institute, University of Canterbury, Christchurch 8041, New Zealand; (B.M.); (G.G.)
| | - Gail Gillon
- Child Well-Being Research Institute, University of Canterbury, Christchurch 8041, New Zealand; (B.M.); (G.G.)
| | - Lianne J. Woodward
- School of Health Sciences, University of Canterbury, Christchurch 8041, New Zealand; (R.M.B.); (S.J.L.); (L.J.W.)
- Child Well-Being Research Institute, University of Canterbury, Christchurch 8041, New Zealand; (B.M.); (G.G.)
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