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1.
J Gen Intern Med ; 39(3): 393-402, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37794260

RESUMEN

BACKGROUND: Both increases and decreases in patients' prescribed daily opioid dose have been linked to increased overdose risk, but associations between 30-day dose trajectories and subsequent overdose risk have not been systematically examined. OBJECTIVE: To examine the associations between 30-day prescribed opioid dose trajectories and fatal opioid overdose risk during the subsequent 15 days. DESIGN: Statewide cohort study using linked prescription drug monitoring program and death certificate data. We constructed a multivariable Cox proportional hazards model that accounted for time-varying prescription-, prescriber-, and pharmacy-level factors. PARTICIPANTS: All patients prescribed an opioid analgesic in California from March to December, 2013 (5,326,392 patients). MAIN MEASURES: Dependent variable: fatal drug overdose involving opioids. Primary independent variable: a 16-level variable denoting all possible opioid dose trajectories using the following categories for current and 30-day previously prescribed daily dose: 0-29, 30-59, 60-89, or ≥90 milligram morphine equivalents (MME). KEY RESULTS: Relative to patients prescribed a stable daily dose of 0-29 MME, large (≥2 categories) dose increases and having a previous or current dose ≥60 MME per day were associated with significantly greater 15-day overdose risk. Patients whose dose decreased from ≥90 to 0-29 MME per day had significantly greater overdose risk compared to both patients prescribed a stable daily dose of ≥90 MME (aHR 3.56, 95%CI 2.24-5.67) and to patients prescribed a stable daily dose of 0-29 MME (aHR 7.87, 95%CI 5.49-11.28). Patients prescribed benzodiazepines also had significantly greater overdose risk; being prescribed Z-drugs, carisoprodol, or psychostimulants was not associated with overdose risk. CONCLUSIONS: Large (≥2 categories) 30-day dose increases and decreases were both associated with increased risk of fatal opioid overdose, particularly for patients taking ≥90 MME whose opioids were abruptly stopped. Results align with 2022 CDC guidelines that urge caution when reducing opioid doses for patients taking long-term opioid for chronic pain.


Asunto(s)
Sobredosis de Droga , Endrín/análogos & derivados , Sobredosis de Opiáceos , Humanos , Analgésicos Opioides/efectos adversos , Estudios de Cohortes , Sobredosis de Opiáceos/complicaciones , Sobredosis de Opiáceos/tratamiento farmacológico , Sobredosis de Droga/tratamiento farmacológico , Pautas de la Práctica en Medicina , Estudios Retrospectivos
2.
J Am Pharm Assoc (2003) ; 62(6): 1769-1777, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35660074

RESUMEN

BACKGROUND: Patients on long-term opioid therapy are particularly vulnerable to disruptions in medication access, especially during traumatic and chaotic events such as wildfires and other natural disasters. OBJECTIVES: To determine whether past highly destructive California wildfires were associated with disrupted access to prescription opioids for patients receiving long-term, and therefore physically dependent on, opioid medications. METHODS: Using California prescription drug monitoring program data, this retrospective study selected patients with long-term prescription opioid use episodes residing in ZIP code tabulation areas impacted by either the Camp Fire or Tubbs Fire. Autoregressive integrated moving average time series models were fit to pre-fire data to forecast post-fire expected values and then compared with observed post-fire data, specifically for weekly proportions of long-term episodes with early fills, late fills, changes in patients' prescriber and pharmacy, and fills within a different ZIP code tabulation area than the patient's residence. RESULTS: After the Camp Fire, there were significant spikes in the proportions of early fills (peak at 56% of total, week 1 after fire), late fills (peak at 29%, week 6), and immediate significant increases in prescriber (peak at 37%, week 3) and pharmacy changes (peak at 71%, week 1) in high-impact ZIP code tabulation areas. Low-impact ZIP code tabulation areas experienced no similar disruptions. Disruptions due to the Tubbs Fire were far less severe. CONCLUSION: Access to prescription opioids was greatly disrupted for patients living in areas most impacted by the Camp Fire. Future research should explore effectiveness of current state and federal controlled substance prescribing policies to determine what improvements are needed to minimize disruptions in medication access due to wildfires and other natural disasters.


Asunto(s)
Analgésicos Opioides , Incendios Forestales , Humanos , Analgésicos Opioides/efectos adversos , Estudios Retrospectivos , Prescripciones de Medicamentos , California
3.
Med Care ; 59(12): 1051-1058, 2021 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-34629423

RESUMEN

BACKGROUND: Tools are needed to aid clinicians in estimating their patients' risk of transitioning to long-term opioid use and to inform prescribing decisions. OBJECTIVE: The objective of this study was to develop and validate a model that predicts previously opioid-naive patients' risk of transitioning to long-term use. RESEARCH DESIGN: This was a statewide population-based prognostic study. SUBJECTS: Opioid-naive (no prescriptions in previous 2 y) patients aged 12 years old and above who received a pill-form opioid analgesic in 2016-2018 and whose prescriptions were registered in the California Prescription Drug Monitoring Program (PDMP). MEASURES: A multiple logistic regression approach was used to construct a prediction model with long-term (ie, >90 d) opioid use as the outcome. Models were developed using 2016-2017 data and validated using 2018 data. Discrimination (c-statistic), calibration (calibration slope, intercept, and visual inspection of calibration plots), and clinical utility (decision curve analysis) were evaluated to assess performance. RESULTS: Development and validation cohorts included 7,175,885 and 2,788,837 opioid-naive patients with outcome rates of 5.0% and 4.7%, respectively. The model showed high discrimination (c-statistic: 0.904 for development, 0.913 for validation), was well-calibrated after intercept adjustment (intercept, -0.006; 95% confidence interval, -0.016 to 0.004; slope, 1.049; 95% confidence interval, 1.045-1.053), and had a net benefit over a wide range of probability thresholds. CONCLUSIONS: A model for the transition from opioid-naive status to long-term use had high discrimination and was well-calibrated. Given its high predictive performance, this model shows promise for future integration into PDMPs to aid clinicians in formulating opioid prescribing decisions at the point of care.


Asunto(s)
Trastornos Relacionados con Opioides/diagnóstico , Medición de Riesgo/métodos , Tiempo , California , Estudios de Cohortes , Humanos , Modelos Logísticos , Trastornos Relacionados con Opioides/epidemiología , Trastornos Relacionados con Opioides/psicología , Pronóstico , Medición de Riesgo/estadística & datos numéricos , Trastornos Relacionados con Sustancias/diagnóstico , Trastornos Relacionados con Sustancias/epidemiología , Trastornos Relacionados con Sustancias/psicología
4.
J Am Pharm Assoc (2003) ; 61(5): e108-e112, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34246575

RESUMEN

BACKGROUND: Increasing naloxone access in communities has been a priority to mitigate the increasing rate of opioid-related overdose deaths. OBJECTIVES: The aims of this telephone survey were to estimate the availability of naloxone furnishing (provided without a prescription) by community pharmacists in California and examine the changes that occurred between 2018 and 2020. METHODS: A telephone audit of a random representative sample of 1271 California licensed community pharmacies was conducted from January 22, 2020, to February 24, 2020. The results were compared with those of a survey of 1147 California licensed community pharmacies that was conducted from January 23, 2018, to February 28, 2018. The primary outcomes measured were naloxone availability without a prescription, information on formulations, cost, insurance billing, and stocking status. RESULTS: There was a statistically significant increase in the furnishing of naloxone, as well as stocking and billing, in California from 2018 to 2020. Although fewer than half of the pharmacies were willing to provide naloxone without a prescription in 2020 (n = 487, 42.4%), this was an 80% increase from 2018 (P < 0.001). Of the pharmacies furnishing naloxone, many (n = 399, 81.9%) had nasal naloxone in stock, a large and statistically significant increase from 2018 when only 50.6% reported having it in stock (P < 0.001). In 2020, 90% of the pharmacies reported correctly that pharmacist-furnished naloxone could be billed to insurance compared with 56.9% in 2018 (P < 0.001). The median cash price of nasal naloxone (pack of 2) at chain pharmacies in 2020 was $131 (interquartile range [IQR] $129-$138) compared with $153 (IQR, $141-$163; P = 0.001) at independent pharmacies. CONCLUSION: Community pharmacy-based access to naloxone increased in a statistically significant manner in California, although more than half of the pharmacies still do not provide such access. This study demonstrates the need for further efforts to expand community pharmacy-based access to naloxone.


Asunto(s)
Sobredosis de Droga , Trastornos Relacionados con Opioides , Farmacias , California , Sobredosis de Droga/tratamiento farmacológico , Estudios de Seguimiento , Humanos , Naloxona/uso terapéutico , Antagonistas de Narcóticos/uso terapéutico , Trastornos Relacionados con Opioides/tratamiento farmacológico , Farmacéuticos
5.
J Gen Intern Med ; 36(12): 3672-3679, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-33742304

RESUMEN

BACKGROUND: Limiting the incidence of opioid-naïve patients who transition to long-term opioid use (i.e., continual use for > 90 days) is a key strategy for reducing opioid-related harms. OBJECTIVE: To identify variables constructed from data routinely collected by prescription drug monitoring programs that are associated with opioid-naïve patients' likelihood of transitioning to long-term use after an initial opioid prescription. DESIGN: Statewide cohort study using prescription drug monitoring program data PARTICIPANTS: All opioid-naïve patients in California (no opioid prescriptions within the prior 2 years) age ≥ 12 years prescribed an initial oral opioid analgesic from 2010 to 2017. METHODS AND MAIN MEASURES: Multiple logistic regression models using variables constructed from prescription drug monitoring program data through the day of each patient's initial opioid prescription, and, alternatively, data available up to 30 and 60 days after the initial prescription were constructed to identify probability of transition to long-term use. Model fit was determined by the area under the receiver operating characteristic curve (C-statistic). KEY RESULTS: Among 30,569,125 episodes of patients receiving new opioid prescriptions, 1,809,750 (5.9%) resulted in long-term use. Variables with the highest adjusted odds ratios included concurrent benzodiazepine use, ≥ 2 unique prescribers, and receipt of non-pill, non-liquid formulations. C-statistics for the day 0, day 30, and day 60 models were 0.81, 0.88, and 0.94, respectively. Models assessing opioid dose using the number of pills prescribed had greater discriminative capacity than those using milligram morphine equivalents. CONCLUSIONS: Data routinely collected by prescription drug monitoring programs can be used to identify patients who are likely to develop long-term use. Guidelines for new opioid prescriptions based on pill counts may be simpler and more clinically useful than guidelines based on days' supply or milligram morphine equivalents.


Asunto(s)
Trastornos Relacionados con Opioides , Programas de Monitoreo de Medicamentos Recetados , Analgésicos Opioides/efectos adversos , Niño , Estudios de Cohortes , Prescripciones de Medicamentos , Humanos , Oportunidad Relativa , Trastornos Relacionados con Opioides/tratamiento farmacológico , Trastornos Relacionados con Opioides/epidemiología , Trastornos Relacionados con Opioides/prevención & control , Pautas de la Práctica en Medicina
6.
J Addict Med ; 15(5): 425-428, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33186262

RESUMEN

OBJECTIVES: Opioid use disorder remains undertreated in the United States. One of the primary mechanisms for expanding access to treatment has been the use of buprenorphine. In this study, we compare prescribing trends of buprenorphine paid through Medicaid versus other payer sources. METHODS: Combined data from California's prescription drug monitoring program and California's Department of Health Care Services was used to obtain statewide quarterly prescription rates for buprenorphine, indicated for the treatment of opioid use disorder, from 2012 to 2018. RESULTS: From 2012 to 2018, the rate of individuals treated with buprenorphine in Medicaid increased by 657% (1.39-10.5 Medicaid beneficiaries per 10,000) with increases beginning in 2014 and continuing through 2018. Rate of individual prescribing among non-Medicaid sources increased by 93.7% (6.54-12.7 non-Medicaid individuals per 10,000) with most increases occurring before 2014. CONCLUSIONS: California Medicaid has made considerable gains in buprenorphine access, with access growing steadily even after expansions through the Affordable Care Act plateaued. In contrast, recent gains in buprenorphine access for individuals without Medicaid are uninspiring, indicating that initiatives to improve buprenorphine access to patients without Medicaid are urgently needed.


Asunto(s)
Buprenorfina , Trastornos Relacionados con Opioides , Buprenorfina/uso terapéutico , California , Humanos , Medicaid , Trastornos Relacionados con Opioides/tratamiento farmacológico , Patient Protection and Affordable Care Act , Estados Unidos
7.
Prehosp Emerg Care ; 23(6): 749-763, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30924736

RESUMEN

The opioid crisis is a growing concern for Americans, and it has become the leading cause of injury-related death in the United States. An adjunct to respiratory support that can reduce this high mortality rate is the administration of naloxone by Emergency Medical Services (EMS) practitioners for patients with suspected opioid overdose. However, clear evidence-based guidelines to direct EMS use of naloxone for opioid overdose have not been developed. Leveraging the recent Agency for Healthcare Research and Quality (AHRQ) systematic review on the EMS administration of naloxone for opioid poisonings, federal partners determined the need for a clinical practice guideline for EMS practitioners faced with suspected opioid poisoning. Project funding was provided by the National Highway Traffic Safety Administration, Office of EMS, (NHTSA OEMS), and the Health Resources and Services Administration, Maternal and Child Health Bureau's EMS for Children Program (EMSC). The objectives of this project were to develop and disseminate an evidence-based guideline and model protocol for administration of naloxone by EMS practitioners to persons with suspected opioid overdose. We have four recommendations relating to route of administration, all conditional, and all supported by low or very low certainty of evidence. We recommend the intravenous route of administration to facilitate titration of dose, and disfavor the intramuscular route due to difficulty with titration, slower time to clinical effect, and potential exposure to needles. We equally recommend the intranasal and intravenous routes of administration, while noting there are variables which will determine which route is best for each patient. Where we are unable to make recommendations due to evidence limitations (dosing, titration, timing, and transport) we offer technical remarks. Limitations of our work include the introduction of novel synthetic opioids after many of the reviewed papers were produced, which may affect the dose of naloxone required for effect, high risk of bias and imprecision in the reviewed papers, and the introduction of new naloxone administration devices since many of the reviewed papers were published. Future research should be conducted to evaluate new devices and address the introduction of synthetic opioids.


Asunto(s)
Servicios Médicos de Urgencia , Naloxona/administración & dosificación , Antagonistas de Narcóticos/administración & dosificación , Trastornos Relacionados con Opioides/complicaciones , Trastornos Relacionados con Opioides/terapia , Administración Intranasal , Administración Intravenosa , Adulto , Analgésicos Opioides/efectos adversos , Niño , Sobredosis de Droga/tratamiento farmacológico , Humanos , Inyecciones Intramusculares , Inyecciones Intravenosas , Estados Unidos
9.
Nicotine Tob Res ; 20(5): 628-635, 2018 04 02.
Artículo en Inglés | MEDLINE | ID: mdl-28549161

RESUMEN

Introduction: Patients receiving medication assisted therapy (MAT) for opioid use disorder have high cigarette smoking rates. Cigarette smoking interventions have had limited success. We evaluated an intervention to increase cigarette abstinence rates in patients receiving buprenorphine-assisted therapy. Methods: Cigarette smokers (N = 175; 78% male; 69% Caucasian; 20% Hispanic), recruited from a buprenorphine clinic were randomly assigned to either an extended innovative system intervention (E-ISI) or to Standard Treatment Control (STC). The E-ISI combined motivational intervention with extended treatment (long-term nicotine replacement therapy , varenicline, and extended cognitive behavioral therapy). STC received written information about quit-lines, medication, and resources. Assessments were held at baseline and 3, 6, 12, and 18 months. Seven-day biochemically verified point-prevalence cigarette abstinence was the primary outcome measure. Results: Fifty-four percent of E-ISI participants entered the extended treatment intervention; E-ISI and STC differed at 3 months on abstinence status but not at months 6, 12, and 18. E-ISI participants were more likely to attempt to quit, to have a goal of complete abstinence, and to be in a more advanced stage of change than STC participants. A higher number of cigarettes smoked and the use of cannabis in the previous 30 days predicted continued smoking. Conclusions: The E-ISI was successful in increasing motivation to quit smoking but did not result in long-term abstinence. The failure of treatments that have been efficacious in the general population to produce abstinence in patients receiving MAT of opioid use disorder suggests that harm reduction and other innovative interventions should be explored. Implications: This study demonstrates that an intervention combining motivational interviewing with an extended treatment protocol can increase cigarette quit attempts, enhance cigarette abstinence goals, and further movement through stages of change about quitting smoking in patients receiving MAT for opioid use disorder who smoke cigarettes. The intervention did not increase abstinence rates over those observed in a standard treatment control, however. The latter finding supports those of earlier investigators who also failed to find efficacy for smoking cessation in this population and who also used interventions effective in the general population. This pattern of findings suggests that patients with opioid use disorder can be motivated to change smoking behavior, but alternative and innovative approaches to cigarette smoking treatment should be studied.


Asunto(s)
Buprenorfina/uso terapéutico , Cese del Hábito de Fumar/métodos , Fumar , Terapia Cognitivo-Conductual , Humanos , Antagonistas de Narcóticos/uso terapéutico , Trastornos Relacionados con Opioides/tratamiento farmacológico , Fumar/epidemiología , Fumar/terapia , Dispositivos para Dejar de Fumar Tabaco
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