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1.
Health Econ ; 33(6): 1123-1132, 2024 06.
Artículo en Inglés | MEDLINE | ID: mdl-38498377

RESUMEN

We use a difference-in-differences design to study the effect of opioid use on traffic fatalities. Following Alpert et al., we focus on the 1996 introduction and marketing of OxyContin, and we examine its long-term impacts on traffic fatalities involving Schedule II drugs or heroin. Based on the national fatal vehicle crash database, we find that the states heavily targeted by the initial marketing of OxyContin (i.e., non-triplicate states) experienced 2.4 times more traffic fatalities (1.6 additional deaths per million individuals) involving Schedule II drugs or heroin during 2011-2019, when overdose deaths from heroin and fentanyl became more prominent. We find no difference in traffic fatalities until after the mid-2000s between states with and without a triplicate prescription program. The effect is mainly concentrated in fatal crashes with drug involvement of drivers ages between 25 and 44. Our results highlight additional long-term detrimental consequences of the introduction and marketing of OxyContin.


Asunto(s)
Accidentes de Tránsito , Trastornos Relacionados con Opioides , Humanos , Accidentes de Tránsito/mortalidad , Adulto , Masculino , Trastornos Relacionados con Opioides/mortalidad , Femenino , Estados Unidos/epidemiología , Analgésicos Opioides , Persona de Mediana Edad , Oxicodona , Sobredosis de Droga/mortalidad , Fentanilo/envenenamiento , Heroína/envenenamiento
2.
Harm Reduct J ; 20(1): 88, 2023 07 12.
Artículo en Inglés | MEDLINE | ID: mdl-37438812

RESUMEN

BACKGROUND: Opioid and methamphetamine co-use is increasing across the USA with overdoses involving these drugs also rising. West Virginia (WV) has led the US in opioid overdose death rates since at least 2013 and rising co-use of methamphetamine with opioids has played a greater role in deaths over the last 5 years. METHODS: This study used rapid ethnography to examine methods and motivations behind opioids and methamphetamine co-use from the viewpoint of their consumers. Participants (n = 30) were people who injected heroin/fentanyl also using methamphetamine who participated in semi-structured interviews. RESULTS: We found multiple methods of co-using opioids and methamphetamine, whether alternately or simultaneously and in varying order. Most prioritized opioids, with motives for using methamphetamine forming three thematic categories: 'intrinsic use', encompassing both inherent pleasure of combined use greater than using both drugs separately or for self-medication of particular conditions; 'opioid assisting use' in which methamphetamine helped people manage their existing heroin/fentanyl use; and 'reluctant or indifferent use' for social participation, reflecting methamphetamine's low cost and easy availability. CONCLUSIONS: Methamphetamine serves multiple functions among people using opioids in WV. Beliefs persist that methamphetamine can play a role in preventing and reversing opioid overdose, including some arguments for sequential use being protective of overdose. 'Reluctant' uptake attests to methamphetamine's social use and the influence of supply. The impact on overdose risk of the many varied co-use patterns needs further investigation.


Asunto(s)
Fentanilo , Conocimientos, Actitudes y Práctica en Salud , Heroína , Metanfetamina , Motivación , Metanfetamina/administración & dosificación , Metanfetamina/envenenamiento , Metanfetamina/provisión & distribución , Heroína/administración & dosificación , Heroína/envenenamiento , West Virginia/epidemiología , Fentanilo/administración & dosificación , Fentanilo/envenenamiento , Dependencia de Heroína/mortalidad , Dependencia de Heroína/psicología , Entrevistas como Asunto , Automedicación , Placer , Interacción Social , Humanos , Masculino , Femenino , Adulto
3.
Am J Epidemiol ; 190(12): 2592-2603, 2021 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-34216209

RESUMEN

Pain management clinic (PMC) laws were enacted by 12 states to promote appropriate opioid prescribing, but their impact is inadequately understood. We analyzed county-level opioid overdose deaths (National Vital Statistics System) and patients filling long-duration (≥30 day) or high-dose (≥90 morphine milligram equivalents per day) opioid prescriptions (IQVIA, Inc.) in the United States in 2010-2018. We fitted Besag-York-Mollié spatiotemporal models to estimate annual relative rates (RRs) of overdose and prevalence ratios (PRs) of high-risk prescribing associated with any PMC law and 3 provisions: payment restrictions, site inspections, and criminal penalties. Laws with criminal penalties were significantly associated with reduced PRs of long-duration and high-dose opioid prescriptions (adjusted PR = 0.82, 95% credible interval (CrI): 0.82, 0.82, and adjusted PR = 0.73, 95% CI: 0.73, 0.74 respectively) and reduced RRs of total and natural/semisynthetic opioid overdoses (adjusted RR = 0.86, 95% CrI: 0.80, 0.92, and adjusted RR = 0.84, and 95% CrI: 0.77, 0.92, respectively). Conversely, PMC laws were associated with increased relative rates of synthetic opioid and heroin overdose deaths, especially criminal penalties (adjusted RR = 1.83, 95% CrI: 1.59, 2.11, and adjusted RR = 2.59, 95% CrI: 2.22, 3.02, respectively). Findings suggest that laws with criminal penalties were associated with intended reductions in high-risk opioid prescribing and some opioid overdoses but raise concerns regarding unintended consequences on heroin/synthetic overdoses.


Asunto(s)
Analgésicos Opioides/envenenamiento , Sobredosis de Droga/mortalidad , Clínicas de Dolor/legislación & jurisprudencia , Clínicas de Dolor/estadística & datos numéricos , Pautas de la Práctica en Medicina/estadística & datos numéricos , Adolescente , Adulto , Niño , Femenino , Heroína/envenenamiento , Humanos , Drogas Ilícitas/envenenamiento , Masculino , Persona de Mediana Edad , Manejo del Dolor/estadística & datos numéricos , Factores Socioeconómicos , Análisis Espacio-Temporal , Estados Unidos/epidemiología , Adulto Joven
4.
Natl Vital Stat Rep ; 68(12): 1-16, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-32501207

RESUMEN

Objective-This report describes regional differences in the specific drugs most frequently involved in drug overdose deaths in the United States in 2017. Methods-Data from the 2017 National Vital Statistics System-Mortality files were linked to electronic files containing literal text information from death certificates. Drug overdose deaths were identified using International Classification of Diseases, 10th Revision underlying cause-of-death codes X40-X44, X60-X64, X85, and Y10-Y14. Drug mentions were identified using established methods for searching the literal text from death certificates. Deaths were assigned to 1 of 10 U.S. Department of Health and Human Services (HHS) regions based on the decedent's state of residence. The number and age-adjusted death rate was determined for the 10 drugs most frequently involved in drug overdose deaths in 2017, both nationally and for each HHS region. Deaths involving more than one drug were counted in all relevant drug categories (i.e., the same death could be counted in more than one drug category). Results-Among drug overdose deaths in 2017 that mentioned at least 1 specific drug on the death certificate, the 10 drugs most frequently involved included fentanyl, heroin, cocaine, methamphetamine, alprazolam, oxycodone, morphine, methadone, hydrocodone, and diphenhydramine. Regionally, 6 drugs (alprazolam, cocaine, fentanyl, heroin, methadone, and oxycodone) were found among the 10 most frequently involved drugs in all 10 HHS regions, although the relative ranking varied by region. Age-adjusted rates of drug overdose deaths involving fentanyl or deaths involving cocaine were higher in the regions east of the Mississippi River, while age-adjusted rates for drug overdose deaths involving methamphetamine were higher in the West. The regional patterns observed did not change after adjustment for differences in the specificity of drug reporting. Conclusions-The drugs most frequently involved in drug overdose deaths in 2017 varied by HHS region. Understanding the regional differences can help inform local prevention and policy efforts.


Asunto(s)
Sobredosis de Droga/mortalidad , Intoxicación/mortalidad , Características de la Residencia/estadística & datos numéricos , Cocaína/envenenamiento , Fentanilo/envenenamiento , Heroína/envenenamiento , Humanos , Metanfetamina/envenenamiento , Estados Unidos/epidemiología , United States Dept. of Health and Human Services , Estadísticas Vitales
5.
J Surg Res ; 264: 186-193, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-33838402

RESUMEN

BACKGROUND: The opioid crisis is a major public health emergency. Current data likely underestimate the full impact on mortality due to limitations in reporting and toxicology screening. We explored the relationship between opioid overdose and firearm-associated emergency department visits (ODED & FAED, respectively). METHODS: For the years 2010 to 2017, we analyzed county-level ODED and FAED visits in Kentucky using Office of Health Policy and US Census Bureau data. Firearm death certificate data were analyzed along with high-dose prescriptions from the Kentucky All Schedule Prescription Electronic Reporting records. Socioeconomic variables analyzed included health insurance coverage, race, median household earnings, unemployment rate, and high-school graduation rate. RESULTS: ODED and FAED visits were correlated (Rho = 0.29, P< 0.01) and both increased over the study period, remarkably so after 2013 (P < 0.001). FAED visits were higher in rural compared to metro counties (P < 0.001), while ODED visits were not. In multivariable analysis, FAED visits were associated with ODED visits (Std. B = 0.24, P= 0.001), high-dose prescriptions (0.21, P = 0.008), rural status (0.19, P = 0.012), percentage white race (-0.28, P = 0.012), and percentage high school graduates (-0.68, P < 0.001). Unemployment and earnings were bivariate correlates with FAED visits (Rho = 0.42, P < 0.001 and -0.32, P < 0.001, respectively) but were not significant in the multivariable model. CONCLUSIONS: In addition to recognized nonfatal consequences of the opioid crisis, firearm violence appears to be a corollary impact, particularly in rural counties. Firearm injury prevention efforts should consider the contribution of opioid use and abuse.


Asunto(s)
Analgésicos Opioides/efectos adversos , Sobredosis de Opiáceos/epidemiología , Epidemia de Opioides/estadística & datos numéricos , Violencia/estadística & datos numéricos , Heridas por Arma de Fuego/epidemiología , Analgésicos Opioides/envenenamiento , Prescripciones de Medicamentos/estadística & datos numéricos , Servicio de Urgencia en Hospital/estadística & datos numéricos , Heroína/efectos adversos , Heroína/envenenamiento , Humanos , Kentucky/epidemiología , Sobredosis de Opiáceos/prevención & control , Epidemia de Opioides/prevención & control , Población Rural/estadística & datos numéricos , Factores Socioeconómicos , Heridas por Arma de Fuego/etiología , Heridas por Arma de Fuego/prevención & control
6.
Am J Public Health ; 110(10): 1573-1577, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32816537

RESUMEN

Objectives. To examine the impact of North Carolina's 2017 Strengthening Opioid Misuse Prevention (STOP) Act on opioid overdose deaths.Methods. We used quarterly data from the North Carolina Opioid Dashboard to conduct an interrupted time series analysis ranging from 2010 to 2018. Results were stratified by heroin-fentanyl deaths and other opioid deaths.Results. After the STOP Act, there was an initial rate increase of 0.60 opioid deaths per 100 000 population (95% confidence interval [CI] = 0.04, 1.15) and a decrease of 0.42 (95% CI = -0.56, -0.29) every quarter thereafter. Results differed by stratification.Conclusions. Our results suggest that North Carolina's STOP Act was associated with a reduction in opioid deaths in the year following enactment. The changes in opioid overdose death trends coinciding with the STOP Act were similar to outcomes seen with previous opioid policies.Public Health Implications. Future policies designed to reduce the availability of opioids may benefit from encouraging and increasing the availability of evidence-based treatment of opioid use disorder.


Asunto(s)
Analgésicos Opioides/efectos adversos , Sobredosis de Droga/epidemiología , Regulación Gubernamental , Mortalidad Prematura/tendencias , Fentanilo/envenenamiento , Heroína/envenenamiento , Humanos , North Carolina/epidemiología
7.
Int J Legal Med ; 134(6): 2121-2132, 2020 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-32929594

RESUMEN

AIMS: The primary objective of this study was to investigate whether the fatalities of opioid abuse are not only related to respiratory depression but also as a result of other side effects such as emesis, delayed gastric emptying, a reduction of the cough reflex, and impaired consciousness leading to the aspiration of gastric contents, a finding regularly observed in drug-related deaths. DESIGN: A retrospective exploratory study analyzing heroin/morphine/methadone-related deaths submitted to court-ordered autopsy. SETTING: Center for Forensic Medicine, Medical University of Vienna, Austria (2010-2015). PARTICIPANTS: Two hundred thirty-four autopsy cases were included in the study: morphine (n = 200), heroin (n = 11), and methadone (n = 23) intoxication. FINDINGS: Analyses revealed that 41.88% of all deceased showed aspiration of gastric contents with equal gender distribution (p = 0.59). Aspiration was more frequent in younger deceased (χ2 = 8.7936; p = 0.012) and in deceased with higher body mass index (BMI) (χ2 = 6.2441; p = 0.044). Blood opioid concentration was lower in deceased with signs of aspiration than in non-aspirators (p = 0.013). Toxicological evaluation revealed a high degree of concomitant substance abuse (91%)-benzodiazepines (61.6%) and/or alcohol (21.8%). CONCLUSIONS: There are lower opioid concentrations in deceased with signs of aspiration, a fact which strongly points to aspiration as alternative cause of death in opioid-related fatalities. Furthermore, this study highlights the common abuse of slow-release oral morphine in Vienna and discusses alternative medications in substitution programs (buprenorphine/naloxone or tamper-resistant slow-release oral morphine preparations), as they might reduce intravenous abuse and opioid-related deaths.


Asunto(s)
Analgésicos Opioides/envenenamiento , Morfina/envenenamiento , Aspiración Respiratoria de Contenidos Gástricos/inducido químicamente , Trastornos Relacionados con Sustancias/sangre , Adolescente , Adulto , Anciano , Austria/epidemiología , Autopsia , Causas de Muerte , Femenino , Toxicología Forense , Heroína/envenenamiento , Humanos , Masculino , Metadona/envenenamiento , Persona de Mediana Edad , Estudios Retrospectivos , Trastornos Relacionados con Sustancias/mortalidad , Adulto Joven
8.
Harm Reduct J ; 17(1): 5, 2020 01 09.
Artículo en Inglés | MEDLINE | ID: mdl-31918732

RESUMEN

BACKGROUND: Opioid-related deaths have increased in Western countries over recent decades. Despite numerous studies investigating opioid-related mortality, only a few have focused on the lives of the deceased individuals prior to their deaths, specifically regarding contact with care-providing authorities such as health, social and correctional services. Furthermore, a change has been noted in the last two decades as to which opioids cause most deaths, from heroin to prescription opioids. However, studies comparing fatalities caused by different substances are rare. The aim of this study was to investigate contact with care-providing authorities during the year prior to death among individuals who died as a result of opioid intoxication and to analyse differences relating to which opioids caused their deaths. METHODS: The study is based on retrospective register data and includes 180 individuals with a history of illicit drug use, who died from opioid intoxication in Skåne, Sweden, between 1 January 2012 to 31 December 2013 and 1 July 2014 to 30 June 2016. Intoxications caused by heroin, methadone, buprenorphine and fentanyl were included. Data were collected from the National Board of Forensic Medicine, regional health care services, municipal social services and the Prison and Probation Service. Statistical testing was performed using Pearson's chi-square test, Fisher's exact test and the Mann-Whitney U test to analyse group differences. RESULTS: A total of 89% of the deceased individuals had been in contact with one or more of the care-providing authorities during the year prior to death; 75% had been in contact with health care, 69% with the social services, 28% with the Prison and Probation Service, and 23% had been enrolled in opioid substitution treatment at some point during their final year of life. Few differences appeared between the substance groups with regard to which opioid contributed to the death. In addition to opioids, sedatives were present in more than 80% of the cases. Individuals whose deaths were buprenorphine-related had been in contact with the social services to a significantly lesser extent during the year prior to death. CONCLUSIONS: The studied population is characterised by extensive contact with care-providing authorities, thus providing numerous opportunities for authorities to reach this group with preventive and other interventions. Few differences emerged between groups with regard to which opioid had contributed to the death.


Asunto(s)
Tratamiento de Sustitución de Opiáceos/estadística & datos numéricos , Trastornos Relacionados con Opioides/mortalidad , Trastornos Relacionados con Opioides/terapia , Adulto , Anciano , Analgésicos Opioides/envenenamiento , Buprenorfina/envenenamiento , Femenino , Fentanilo/envenenamiento , Heroína/envenenamiento , Humanos , Masculino , Metadona/envenenamiento , Persona de Mediana Edad , Tratamiento de Sustitución de Opiáceos/métodos , Sistema de Registros , Estudios Retrospectivos , Suecia/epidemiología
9.
Am J Public Health ; 109(7): 1022-1024, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31095410

RESUMEN

OBJECTIVES: To describe changes in suspected heroin overdose emergency department (ED) visits. Methods. We analyzed quarterly and yearly changes in heroin overdoses during 2017-2018 by using data from 23 states and jurisdictions (including the District of Columbia) funded by the Centers for Disease Control and Prevention Enhanced State Opioid Overdose Surveillance program. The analyses included the Pearson χ 2 test to detect significant changes. Results. Both sexes, all age groups, and some states exhibited increases from quarter 1 (Q1) 2017 to Q2 2017 and significant decreases in both quarters from Q3 2017 to Q1 2018 in heroin overdose ED visits. Overall, there was a significant yearly decline of 21.5% in heroin overdose ED visits. Three states had significant yearly increases (Illinois, Indiana, and Utah), and 9 states (Kentucky, Maryland, Massachusetts, New Hampshire, Ohio, Pennsylvania, Rhode Island, West Virginia, and Wisconsin) and the District of Columbia had significant decreases. Conclusions. We identified decreases in heroin overdose ED visits from 2017 through 2018, but these declines were not consistent among states. Even with the possibility of a stabilization or slowing of this epidemic, it is important that the field of public health and its partners implement strategies to prevent overdoses and target emerging hot spots.


Asunto(s)
Sobredosis de Droga/epidemiología , Servicio de Urgencia en Hospital , Dependencia de Heroína/epidemiología , Heroína/envenenamiento , Factores de Edad , Sobredosis de Droga/diagnóstico , Dependencia de Heroína/diagnóstico , Humanos , Población Rural/estadística & datos numéricos , Estados Unidos/epidemiología , Población Urbana/estadística & datos numéricos
10.
J Urban Health ; 96(1): 38-48, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-30607879

RESUMEN

Opioid overprescribing is a major driver of the current opioid overdose epidemic. However, annual opioid prescribing in the USA dropped from 782 to 640 morphine milligram equivalents per capita between 2010 and 2015, while opioid overdose deaths increased by 63%. To better understand the role of prescription opioids and health care utilization prior to opioid-related overdose, we analyzed the death records of decedents who died of an opioid overdose in Illinois in 2016 and linked to any existing controlled substance monitoring program (CSMP) and emergency department (ED) or hospital discharge records. We found that of the 1893 opioid-related overdoses, 573 (30.2%) decedents had not filled an opioid analgesic prescription within the 6 years prior to death. Decedents without an opioid prescription were more likely to be black (33.3% vs 20.2%, p < .001), Hispanic (16.3% vs 8.8%, p < .001), and Chicago residents (46.8% vs 25.6%, p < .001) than decedents with at least one filled opioid prescription. Decedents who did not fill an opioid prescription were less likely to die of an overdose involving prescribed opioids (7.3% vs 19.5%, p < .001) and more likely to fatally overdose on heroin (63% vs 50.4%, p < .001) or fentanyl/fentanyl analogues (50.3% vs 41.8%, p = .001). Between 2012 and the time of death, decedents without an opioid prescription had fewer emergency department admissions (2.5 ± 4.2 vs 10.6 ± 15.8, p < .001), were less likely to receive an opioid use disorder diagnosis (41.3% vs 47.5%, p = .052), and were less likely to be prescribed buprenorphine for opioid use disorder treatment (3.3% vs 8.6%, p < .001). Public health interventions have often focused on opioid prescribing and the use of CSMPs as the core preventive measures to address the opioid crisis. We identified a subset of individuals in Illinois who may not be impacted by such interventions. Additional research is needed to understand what strategies may be successful among high-risk populations that have limited opioid analgesic prescription history and low health care utilization.


Asunto(s)
Analgésicos Opioides/envenenamiento , Buprenorfina/uso terapéutico , Sobredosis de Droga/mortalidad , Fentanilo/envenenamiento , Heroína/envenenamiento , Trastornos Relacionados con Opioides/mortalidad , Aceptación de la Atención de Salud/estadística & datos numéricos , Pautas de la Práctica en Medicina/estadística & datos numéricos , Adulto , Negro o Afroamericano/estadística & datos numéricos , Chicago/epidemiología , Sobredosis de Droga/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Tratamiento de Sustitución de Opiáceos/métodos , Trastornos Relacionados con Opioides/epidemiología , Salud Pública , Factores de Riesgo
11.
Pharmacoepidemiol Drug Saf ; 28(8): 1143-1151, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31218780

RESUMEN

PURPOSE: To enhance automated methods for accurately identifying opioid-related overdoses and classifying types of overdose using electronic health record (EHR) databases. METHODS: We developed a natural language processing (NLP) software application to code clinical text documentation of overdose, including identification of intention for self-harm, substances involved, substance abuse, and error in medication usage. Using datasets balanced with cases of suspected overdose and records of individuals at elevated risk for overdose, we developed and validated the application using Kaiser Permanente Northwest data, then tested portability of the application using Kaiser Permanente Washington data. Datasets were chart-reviewed to provide a gold standard for comparison and evaluation of the automated method. RESULTS: The method performed well in identifying overdose (sensitivity = 0.80, specificity = 0.93), intentional overdose (sensitivity = 0.81, specificity = 0.98), and involvement of opioids (excluding heroin, sensitivity = 0.72, specificity = 0.96) and heroin (sensitivity = 0.84, specificity = 1.0). The method performed poorly at identifying adverse drug reactions and overdose due to patient error and fairly at identifying substance abuse in opioid-related unintentional overdose (sensitivity = 0.67, specificity = 0.96). Evaluation using validation datasets yielded significant reductions, in specificity and negative predictive values only, for many classifications mentioned above. However, these measures remained above 0.80, thus, performance observed during development was largely maintained during validation. Similar results were obtained when evaluating portability, although there was a significant reduction in sensitivity for unintentional overdose that was attributed to missing text clinical notes in the database. CONCLUSIONS: Methods that process text clinical notes show promise for improving accuracy and fidelity at identifying and classifying overdoses according to type using EHR data.


Asunto(s)
Analgésicos Opioides/envenenamiento , Sobredosis de Droga/epidemiología , Procesamiento de Lenguaje Natural , Trastornos Relacionados con Opioides/complicaciones , Conjuntos de Datos como Asunto , Registros Electrónicos de Salud/estadística & datos numéricos , Heroína/envenenamiento , Humanos , Valor Predictivo de las Pruebas , Riesgo , Conducta Autodestructiva/epidemiología , Sensibilidad y Especificidad , Washingtón
12.
Pharmacoepidemiol Drug Saf ; 28(8): 1127-1137, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31020755

RESUMEN

PURPOSE: The study aims to develop and validate algorithms to identify and classify opioid overdoses using claims and other coded data, and clinical text extracted from electronic health records using natural language processing (NLP). METHODS: Primary data were derived from Kaiser Permanente Northwest (2008-2014), an integrated health care system (~n > 475 000 unique individuals per year). Data included International Classification of Diseases, Ninth Revision (ICD-9) codes for nonfatal diagnoses, International Classification of Diseases, Tenth Revision (ICD-10) codes for fatal events, clinical notes, and prescription medication records. We assessed sensitivity, specificity, positive predictive value, and negative predictive value for algorithms relative to medical chart review and conducted assessments of algorithm portability in Kaiser Permanente Washington, Tennessee State Medicaid, and Optum. RESULTS: Code-based algorithm performance was excellent for opioid-related overdoses (sensitivity = 97.2%, specificity = 84.6%) and classification of heroin-involved overdoses (sensitivity = 91.8%, specificity = 99.0%). Performance was acceptable for code-based suicide/suicide attempt classifications (sensitivity = 70.7%, specificity = 90.5%); sensitivity improved with NLP (sensitivity = 78.7%, specificity = 91.0%). Performance was acceptable for the code-based substance abuse-involved classification (sensitivity = 75.3%, specificity = 79.5%); sensitivity improved with the NLP-enhanced algorithm (sensitivity = 80.5%, specificity = 76.3%). The opioid-related overdose algorithm performed well across portability assessment sites, with sensitivity greater than 96% and specificity greater than 84%. Cross-site sensitivity for heroin-involved overdose was greater than 87%, specificity greater than or equal to 99%. CONCLUSIONS: Code-based algorithms developed to detect opioid-related overdoses and classify them according to heroin involvement perform well. Algorithms for classifying suicides/attempts and abuse-related opioid overdoses perform adequately for use for research, particularly given the complexity of classifying such overdoses. The NLP-enhanced algorithms for suicides/suicide attempts and abuse-related overdoses perform significantly better than code-based algorithms and are appropriate for use in settings that have data and capacity to use NLP.


Asunto(s)
Analgésicos Opioides/envenenamiento , Sobredosis de Droga/epidemiología , Heroína/envenenamiento , Trastornos Relacionados con Opioides/complicaciones , Algoritmos , Sobredosis de Droga/clasificación , Registros Electrónicos de Salud/estadística & datos numéricos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Procesamiento de Lenguaje Natural , Sensibilidad y Especificidad , Suicidio/estadística & datos numéricos , Intento de Suicidio/estadística & datos numéricos
13.
Am J Forensic Med Pathol ; 40(4): 329-335, 2019 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-31688050

RESUMEN

Forensic pathologists are requested to select matrices alternative to blood in cases of toxicological interest in which blood is not available for different reasons. We evaluated morphine concentrations in blood, bile, and liver samples in 52 cases of heroin overdoses, relating them to each other, to understand the information that could be derived from their analysis. Gas chromatography/mass spectrometry analysis was performed for all the samples positive on screening for opiates. Shapiro-Wilk test, nonparametric Mann-Whitney test, linear regression analysis, and Bland-Altman test were used for analysis. Linear regression demonstrated that there was not a statistically significant association in morphine concentrations between blood and bile and blood and liver. Mean liver/blood ratio was 2.76, varying from 0.131 to 13.379, and bile/blood ratio was 28.79, varying from 0.28 to 559.16. According to these results, bile analysis is a "screening test"; biliary or hepatic concentration of morphine cannot provide information on hematic concentration at the time of death, having no forensic value taken individually.


Asunto(s)
Bilis/química , Sobredosis de Droga , Heroína/envenenamiento , Hígado/química , Morfina/análisis , Adolescente , Adulto , Femenino , Cromatografía de Gases y Espectrometría de Masas , Dependencia de Heroína , Humanos , Modelos Lineales , Masculino , Detección de Abuso de Sustancias , Adulto Joven
14.
BMC Emerg Med ; 19(1): 29, 2019 04 29.
Artículo en Inglés | MEDLINE | ID: mdl-31035940

RESUMEN

BACKGROUND: Female drug users report poorer physical and mental health than male drug users. We describe female and male patients treated for acute recreational drug toxicity, and look for gender differences in clinical state, treatment, and toxic agents taken. METHODS: Retrospective case series from a primary care emergency outpatient clinic and a hospital emergency department in Oslo, Norway. All patients treated for acute recreational drug toxicity from October 2013 through March 2015 were included, except patients with lone alcohol intoxication. Patients were grouped according to whether they had taken opioids or not, as a proxy differentiation between heavy drug users and party drug users. Data from the two clinical settings were analysed separately. RESULTS: In total, 2495 cases were included, 567 (22.7%) were women. Female patients were younger than males, median 31 vs 34 years (p < 0.001). On most comparisons of clinical variables there were no significant differences between genders. A larger proportion of females in the outpatient opioid group were hypotensive, 10.9% vs 3.9% (p < 0.001). Fewer females were intubated, none vs 21.1% (p = 0.019) in the hospital opioid group, and 6.4% vs 21.0% (p = 0.039) in the hospital non-opioid group. The proportion of gamma-hydroxybutyrate (GHB) poisoning was larger among females both at the outpatient clinic (14.4% vs 8.6%, p < 0.001) and at the hospital (60.3% vs 36.4%, p = 0.001), while the proportion of heroin poisoning was smaller among females at the outpatient clinic (37.1% vs 47.0%, p < 0.001). CONCLUSION: One in four patients treated for acute recreational drug toxicity were women. Female patients were younger, had more frequently taken GHB and were less frequently intubated. Otherwise, the gender differences regarding clinical state and treatment were small. Although female drug users are known to report poorer health than males, we did not find that women had a more severe clinical course than men when presenting with overdose.


Asunto(s)
Analgésicos Opioides/efectos adversos , Sobredosis de Droga/epidemiología , Drogas Ilícitas/efectos adversos , Adulto , Sobredosis de Droga/terapia , Servicio de Urgencia en Hospital , Femenino , Heroína/envenenamiento , Humanos , Masculino , Persona de Mediana Edad , Noruega/epidemiología , Estudios Retrospectivos , Distribución por Sexo , Oxibato de Sodio/envenenamiento , Adulto Joven
15.
MMWR Morb Mortal Wkly Rep ; 67(50): 1384-1387, 2018 Dec 21.
Artículo en Inglés | MEDLINE | ID: mdl-30571673

RESUMEN

The opioid epidemic has resulted in a threefold increase in drug overdose deaths in the United States during 1999-2015 (1). Whereas American Indians/Alaska Natives (AI/AN) have experienced larger increases in drug overdose mortality than have other racial/ethnic groups in the United States (2), little is known about the regional impact of opioids in tribal and urban AI/AN communities. To address this data gap, death records from the Washington State Center for Health Statistics, corrected for misclassification of AI/AN race, were examined to identify trends and disparities in drug, opioid-involved, and heroin-involved overdose mortality rates for AI/AN and non-Hispanic whites (whites) in Washington. Although AI/AN and whites had similar overdose mortality rates during 1999-2001, subsequent overdose rates among AI/AN increased at a faster rate than did those among whites. During 2013-2015, mortality rates among AI/AN were 2.7 and 4.1 times higher than rates among whites for total drug and opioid-involved overdoses and heroin-involved overdoses, respectively. Washington death certificates that were not corrected for misclassification of AI/AN race underestimated drug overdose mortality rates among AI/AN by approximately 40%. National statistics on the opioid epidemic, which report that overdose mortality rates are significantly higher among whites than among AI/AN, are not reflective of regional prevalences, disparities, and trends. Comprehensive efforts to address the opioid epidemic in AI/AN communities rely on strong partnerships between tribal governments and local, state, and federal entities. Additional measures are needed for community-based surveillance, treatment, and prevention to effectively respond to the epidemic across diverse tribal and urban AI/AN communities.


Asunto(s)
/estadística & datos numéricos , Analgésicos Opioides/envenenamiento , Sobredosis de Droga/etnología , Sobredosis de Droga/mortalidad , Heroína/envenenamiento , Indígenas Norteamericanos/estadística & datos numéricos , Adulto , Femenino , Humanos , Masculino , Persona de Mediana Edad , Washingtón/epidemiología
16.
BMC Public Health ; 18(1): 829, 2018 07 04.
Artículo en Inglés | MEDLINE | ID: mdl-29973179

RESUMEN

BACKGROUND: Public injecting of recreational drugs has been documented in a number of cities worldwide and was a key risk factor in a HIV outbreak in Glasgow, Scotland during 2015. We investigated the characteristics and health needs of people involved in this practice and explored stakeholder attitudes to new harm reduction interventions. METHODS: We used a tripartite health needs assessment framework, comprising epidemiological, comparative, and corporate approaches. We undertook an analysis of local and national secondary data sources on drug use; a series of rapid literature reviews; and an engagement exercise with people currently injecting in public places, people in recovery from injecting drug use, and staff from relevant health and social services. RESULTS: Between 400 and 500 individuals are estimated to regularly inject in public places in Glasgow city centre: most experience a combination of profound social vulnerabilities. Priority health needs comprise addictions care; prevention and treatment of blood-borne viruses; other injecting-related infections and injuries; and overdose and drug-related death. Among people with lived experience and staff from relevant health and social care services, there was widespread - though not unanimous - support for the introduction of safer injecting facilities and heroin-assisted treatment services. CONCLUSIONS: The environment and context in which drug consumption occurs is a key determinant of harm, and is inextricably linked to upstream social factors. Public injecting therefore requires a multifaceted response. Though evidence-based interventions exist, their implementation internationally is variable: understanding the attitudes of key stakeholders provides important insights into local facilitators and barriers. Following this study, Glasgow plans to establish the world's first co-located safer injecting facility and heroin-assisted treatment service.


Asunto(s)
Reducción del Daño , Evaluación de Necesidades , Instalaciones Públicas , Abuso de Sustancias por Vía Intravenosa/prevención & control , Abuso de Sustancias por Vía Intravenosa/psicología , Adulto , Sobredosis de Droga/mortalidad , Sobredosis de Droga/prevención & control , Femenino , Infecciones por VIH/epidemiología , Infecciones por VIH/prevención & control , Heroína/envenenamiento , Humanos , Drogas Ilícitas/envenenamiento , Masculino , Persona de Mediana Edad , Factores de Riesgo , Escocia/epidemiología , Abuso de Sustancias por Vía Intravenosa/complicaciones , Trastornos Relacionados con Sustancias/prevención & control , Adulto Joven
17.
Harm Reduct J ; 15(1): 26, 2018 05 16.
Artículo en Inglés | MEDLINE | ID: mdl-29769132

RESUMEN

BACKGROUND: Internationally, overdose is the primary cause of death among people injecting drugs. However, since 2001, heroin-related overdose deaths in the United States (US) have risen sixfold, paralleled by a rise in the death rate attributed to synthetic opioids, particularly the fentanyls. This paper considers the adaptations some US heroin injectors are making to protect themselves from these risks. METHODS: Between 2015 and 2016, a team of ethnographers collected data through semi-structured interviews and observation captured in field notes and video recording of heroin preparation/consumption. Ninety-one current heroin injectors were interviewed (Baltimore, n = 22; Chicago, n = 24; Massachusetts and New Hampshire, n = 36; San Francisco, n = 9). Experience injecting heroin ranged from < 1-47 years. Eight participants, who were exclusively heroin snorters, were also interviewed. Data were analyzed thematically. RESULTS: Across the study sites, multiple methods of sampling "heroin" were identified, sometimes used in combination, ranging from non-injecting routes (snorting, smoking or tasting a small amount prior to injection) to injecting a partial dose and waiting. Partial injection took different forms: a "slow shot" where the user injected a portion of the solution in the syringe, keeping the needle in the injection site, and continuing or withdrawing the syringe or a "tester shot" where the solution was divided into separate injections. Other techniques included getting feedback from others using heroin of the same batch or observing those with higher tolerance injecting heroin from the same batch before judging how much to inject themselves. Although a minority of those interviewed described using these drug sampling techniques, there is clearly receptivity among some users to protecting themselves by using a variety of methods. CONCLUSIONS: The use of drug sampling as a means of preventing an overdose from injection drug use reduces the quantity absorbed at any one time allowing users to monitor drug strength and titrate their dose accordingly. Given the highly unpredictable potency of the drugs currently being sold as heroin in the US, universal precautions should be adopted more widely. Further research is needed into facilitators and barriers to the uptake of these drug sampling methods.


Asunto(s)
Heroína/farmacología , Narcóticos/farmacología , Monitoreo de Drogas/métodos , Sobredosis de Droga/prevención & control , Femenino , Reducción del Daño , Heroína/administración & dosificación , Heroína/envenenamiento , Dependencia de Heroína/psicología , Humanos , Masculino , Narcóticos/administración & dosificación , Narcóticos/envenenamiento , Abuso de Sustancias por Vía Intravenosa/psicología , Gusto , Estados Unidos
18.
Healthc Q ; 20(4): 10-12, 2018 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-29595421

RESUMEN

The rise in harms associated with opioids is an issue of increasing public health importance in Canada. The Government of Canada recently reported 2,816 apparent opioid-related deaths across the country in 2016. Recent 2017 data show that deaths involving fentanyl-related opioids have doubled from January to March as compared to the same time period in 2016 (Government of Canada 2017). Additional measures that provide a better understanding of opioid-related harms, such as hospitalizations and emergency department (ED) visits, are a high priority. The objective of this study is to present pan-Canadian data on hospitalizations and ED visits because of opioid poisoning.


Asunto(s)
Analgésicos Opioides/envenenamiento , Sobredosis de Droga/epidemiología , Servicio de Urgencia en Hospital/estadística & datos numéricos , Hospitalización/estadística & datos numéricos , Adolescente , Adulto , Anciano , Canadá/epidemiología , Fentanilo/envenenamiento , Heroína/envenenamiento , Humanos , Persona de Mediana Edad , Intento de Suicidio/estadística & datos numéricos
20.
MMWR Morb Mortal Wkly Rep ; 66(34): 897-903, 2017 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-28859052

RESUMEN

Opioid overdose deaths quadrupled from 8,050 in 1999 to 33,091 in 2015 and accounted for 63% of drug overdose deaths in the United States in 2015. During 2010-2015, heroin overdose deaths quadrupled from 3,036 to 12,989 (1). Sharp increases in the supply of heroin and illicitly manufactured fentanyl (IMF) are likely contributing to increased deaths (2-6). CDC examined trends in unintentional and undetermined deaths involving heroin or synthetic opioids excluding methadone (i.e., synthetic opioids)* by the four U.S. Census regions during 2006-2015. Drug exhibits (i.e., drug products) obtained by law enforcement and reported to the Drug Enforcement Administration's (DEA's) National Forensic Laboratory Information System (NFLIS) that tested positive for heroin or fentanyl (i.e., drug reports) also were examined. All U.S. Census regions experienced substantial increases in deaths involving heroin from 2006 to 2015. Since 2010, the South and West experienced increases in heroin drug reports, whereas the Northeast and Midwest experienced steady increases during 2006-2015.† In the Northeast, Midwest, and South, deaths involving synthetic opioids and fentanyl drug reports increased considerably after 2013. These broad changes in the U.S. illicit drug market highlight the urgent need to track illicit drugs and enhance public health interventions targeting persons using or at high risk for using heroin or IMF.


Asunto(s)
Analgésicos Opioides/envenenamiento , Drogas de Diseño/envenenamiento , Sobredosis de Droga/mortalidad , Fentanilo/envenenamiento , Heroína/envenenamiento , Drogas Ilícitas/legislación & jurisprudencia , Drogas Ilícitas/envenenamiento , Censos , Humanos , Aplicación de la Ley , Mortalidad/tendencias , Estados Unidos/epidemiología
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