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Atkins N, Mukhida K. The relationship between patients’ income and education and their access to pharmacological chronic pain management: A scoping review. Can J Pain 2022; 6:142-170. [PMID: 36092247 PMCID: PMC9450907 DOI: 10.1080/24740527.2022.2104699] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Affiliation(s)
- Nicole Atkins
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Karim Mukhida
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
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2
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Jenkins RA. The fourth wave of the US opioid epidemic and its implications for the rural US: A federal perspective. Prev Med 2021; 152:106541. [PMID: 34482994 DOI: 10.1016/j.ypmed.2021.106541] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/29/2021] [Accepted: 03/30/2021] [Indexed: 10/20/2022]
Abstract
The current opioid epidemic in the United States has been characterized as having three waves: prescription opioid use, followed by heroin use, and then use of synthetic opioids (e.g., fentanyl), with early waves affecting a population that was younger, less predominantly male, and more likely to be Caucasian and rural than in past opioid epidemics. A variety of recent data suggest that we have entered a fourth wave which can be characterized as a stimulant/opioid epidemic, with mental illness co-morbidities being more evident than in the past. Stimulant use has introduced new complexities in terms of behavioral consequences (e.g., neurological deficits, suicidal ideation, psychosis, hostility, violence), available treatments, and engagement into services. These compound existing issues in addressing the opioid epidemic in rural areas, including the low density of populations and the scarcity of behavioral health resources (e.g., fewer credentialed behavioral health professionals, particularly those able to prescribe Buprenorphine). Considerations for addressing this new wave are discussed, along with the drawbacks of a wave perspective and persistent concerns in confronting drug abuse such as stigma.
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Affiliation(s)
- Richard A Jenkins
- National Institute on Drug Abuse, Bethesda, MD, United States of America.
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Berquist MD, McGill MR, Mazur A, Findley DL, Gorman G, Jones CB, Hambuchen MD. Effect of bile duct ligation-induced liver dysfunction on methamphetamine pharmacokinetics in male and female rats. Drug Alcohol Depend 2020; 215:108190. [PMID: 32736295 DOI: 10.1016/j.drugalcdep.2020.108190] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 07/01/2020] [Accepted: 07/13/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Several disease states commonly associated with methamphetamine (METH) use produce liver dysfunction, and in the bile duct ligation (BDL) model of hepatic dysfunction, rats with liver injury are more sensitive to METH effects. Additionally, both female rats and humans are known to be more sensitive to METH than males. In consideration of known sex-dependent differences in METH pharmacokinetics, this study sought to determine the potential interaction between sex and liver dysfunction variables on METH pharmacokinetics. METHODS Sham or BDL surgery was performed on male and female rats on day 0. Serum biomarker and pharmacokinetics studies with 3 mg/kg subcutaneous (SC) METH were performed on day 7. METH-induced weight loss was measured on day 8. Liver histology evaluation and brain METH concentration measurements were performed on day 9. RESULTS While BDL surgery produced significantly elevated alanine aminotransferase and bile duct proliferation in male compared to female rats, there were no significant interactions between sex and liver function in the pharmacokinetic parameters. Both liver dysfunction and female sex, however, were associated with significantly slower METH serum clearance and significantly higher brain METH concentrations (p < .05). CONCLUSIONS BDL-induced hepatic dysfunction produces substantial reductions in METH clearance and increased brain METH concentrations in both male and female rats, despite less liver injury in females. This preclinical model may be useful to identify and correct potential liver dysfunction comorbidity-related problems with future pharmacotherapy for stimulant use disorder with METH prior to expensive clinical trials.
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Affiliation(s)
- Michael D Berquist
- Department of Pharmacology and Toxicology, College of Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham Street, Little Rock, AR, 72205, USA
| | - Mitchell R McGill
- Department of Environmental and Occupational Health, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301 W. Markham Street, Little Rock, AR, 72205, USA
| | - Anna Mazur
- Department of Biomedical Science, Marshall University School of Medicine, 1 John Marshall Drive, Huntington, WV, 25755, USA
| | - David L Findley
- Department of Pharmaceutical Science and Research, Marshall University School of Pharmacy, 1 John Marshall Drive, Huntington, WV, 25755, USA
| | - Greg Gorman
- Department of Pharmaceutical, Social and Administrative Sciences, Samford University McWhorter School of Pharmacy, 800 Lakeshore Drive, Birmingham, AL, 35209, USA
| | - Cynthia B Jones
- Department of Pharmaceutical Science and Research, Marshall University School of Pharmacy, 1 John Marshall Drive, Huntington, WV, 25755, USA
| | - Michael D Hambuchen
- Department of Pharmaceutical Science and Research, Marshall University School of Pharmacy, 1 John Marshall Drive, Huntington, WV, 25755, USA.
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Hambuchen MD, Berquist MD, Simecka CM, McGill MR, Gunnell MG, Hendrickson HP, Owens SM. Effect of Bile Duct Ligation-induced Liver Dysfunction on Methamphetamine Pharmacokinetics and Locomotor Activity in Rats. JOURNAL OF PHARMACY AND PHARMACEUTICAL SCIENCES 2020; 22:301-312. [PMID: 31329536 DOI: 10.18433/jpps30471] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE Methamphetamine (METH) abuse is associated with hepatic dysfunction related comorbidities such as HIV, hepatitis C, and polysubstance abuse with acetaminophen-containing opioid formulations. We aimed to develop a bile duct ligation (BDL)-induced hepatic dysfunction model for studying both METH and experimental treatments for METH abuse in this comorbidity. METHODS Sham or BDL surgery was performed in male Wistar rats on day 0. Liver function was measured throughout the study. On days 7 and 19, serum pharmacokinetics studies were performed with 1 mg/kg subcutaneous (sc) METH. On day 21, this dose was repeated to determine 2 h post-METH brain concentrations. METH-induced open field behaviors were measured every other day (days 12 - 16) with ascending sc doses (0.3 - 3 mg/kg). RESULTS BDL transiently increased alanine aminotransferase levels and altered liver structure, which resulted in significantly greater METH serum and brain exposure. In the BDL compared to sham group, there was a longer duration of METH-induced locomotor activity (after 1 and 3 mg/kg) and stereotypy (after 3 mg/kg). CONCLUSIONS In rats, liver dysfunction reduced METH clearance, increased brain METH concentrations, and enhanced METH effects on locomotor activity in a dose dependent manner. In addition, this model could be further developed to simulate the associated hepatic dysfunction of key METH abuse comorbidities for preclinical testing of novel pharmacotherapies for effectiveness and/or toxicity in vulnerable populations.
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Affiliation(s)
- Michael D Hambuchen
- Department of Pharmaceutical Science and Research, Marshall University School of Pharmacy, Huntington, WV, USA. Department of Pharmacology and Toxicology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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Finding the Hidden Risk Profiles of the United States Opioid Epidemic: Using a Person-Centered Approach on a National Dataset of Noninstitutionalized Adults Reporting Opioid Misuse. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17124321. [PMID: 32560342 PMCID: PMC7345624 DOI: 10.3390/ijerph17124321] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/15/2020] [Accepted: 06/16/2020] [Indexed: 01/04/2023]
Abstract
Opioid misuse can lead to use disorder and other adverse outcomes. Identifying sociodemographic risk profiles and understanding misuse patterns in combination with health indicators can inform prevention science and clinical practice. A latent class analysis of opioid misuse was conducted on noninstitutionalized United States civilians aged 18 and older that reported opioid dependence or abuse in the 2017 National Survey of Drug Use and Health (n = 476; weighted n = 2,018,922). Opioid misuse was based on heroin and/or prescription pain reliever use, and associated determinants of health and mental health indicators. Five misuse profiles were identified: (1) single heroin or prescription misuse with high-income; (2) female prescription pain reliever misuse with psychological distress and suicidality; (3) younger polyopioid misuse with the highest proportion of Hispanics and heroin use; (4) older polyopioid misuse with the highest proportion of non-Hispanic blacks and disability; and (5) older non-Hispanic white male exclusive dual heroin and/or prescription misuse (27%, 20%, 38%, 10%, and 5% of sample, respectively). The identified risk profiles can inform public health practice to develop interventions for acute and immediate response by providing etiological evidence and to inform prevention and intervention efforts along the continuum from opioid initiation to use disorder.
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Ford JA, Pomykacz C, Szalewski A, Esteban McCabe S, Schepis TS. Friends and relatives as sources of prescription opioids for misuse among young adults: The significance of physician source and race/ethnic differences. Subst Abus 2019; 41:93-100. [PMID: 31295073 DOI: 10.1080/08897077.2019.1635955] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Background: Given the public health issues associated with prescription opioid misuse, there is surprisingly little research on sources of prescription opioids for misuse. We know that free from friends/relatives is the most common source, that source is associated with patterns of misuse, and that sources vary based on the sociodemographic characteristics. The current research assesses how friends/relatives obtain the prescription opioids they freely share with others. Methods: Data were from the 2009-2014 National Survey on Drug Use and Health and focused on respondents aged 18 to 25 (N = 106,845), as they report the highest prevalence of opioid misuse and are also more likely to obtain prescription opioids free from friends/relatives. Analyses used weighted cross-tabulations and design-based logistic regression to examine the relationships between sources of prescription opioids shared by friends/relatives and sociodemographic characteristics, substance use disorders, and risk behavior. Results: The most common source was from one physician (68.8%), and 18.4% of respondents reported multiple sources of opioids. We also found significant differences in friend/relative sources based on school enrollment, sex, and race/ethnicity of the person obtaining the opioids. Notably, white respondents were more likely to report theft/fake prescription, purchases, and multiple sources. Finally, friend/relative sources were significantly associated with substance use disorders and other risk behaviors. Conclusions: The current research assesses the sharing of prescription opioids between friends/relatives, highlights physicians as a major source, and identifies whites as a vulnerable group. Policy implications associated with the sharing of prescription opioids among friends/relatives are discussed.
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Affiliation(s)
- Jason A Ford
- Department of Sociology, University of Central Florida, Orlando, Florida, USA
| | - Corey Pomykacz
- Department of Sociology, University of Central Florida, Orlando, Florida, USA
| | - Alec Szalewski
- Department of Sociology, University of Central Florida, Orlando, Florida, USA
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
| | - Ty S Schepis
- Department of Psychology, Texas State University, San Marcos, Texas, USA
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Stover AN, Winstanley EL, Zhang Y, Feinberg J. The Impact of Rural Classification Systems on a Comparison of Risky Drug-Related Behaviors in Kentucky and Ohio Counties. JOURNAL OF HUMAN BEHAVIOR IN THE SOCIAL ENVIRONMENT 2019; 29:301-307. [PMID: 31551652 PMCID: PMC6759220 DOI: 10.1080/10911359.2018.1516591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Affiliation(s)
- Amanda N Stover
- School of Pharmacy, West Virginia University, Morgantown, WV
| | - Erin L Winstanley
- Behavioral Medicine & Psychiatry, West Virginia University, Morgantown, WV
| | - Yifan Zhang
- School of Pharmacy, West Virginia University, Morgantown, WV
| | - Judith Feinberg
- Behavioral Medicine & Psychiatry, West Virginia University, Morgantown, WV
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Palombi LC, St Hill CA, Lipsky MS, Swanoski MT, Lutfiyya MN. A scoping review of opioid misuse in the rural United States. Ann Epidemiol 2018; 28:641-652. [PMID: 29921551 DOI: 10.1016/j.annepidem.2018.05.008] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 04/09/2018] [Accepted: 05/24/2018] [Indexed: 11/18/2022]
Abstract
INTRODUCTION This study is a scoping review of the original research literature onthe misuse of opioids in the rural United States (US) and maps theliterature of interest to address the question: What does theoriginal research evidence reveal about the misuse of opioids inrural US communities? METHODS This study used a modified preferred reporting items for systematicreviews and meta-analyses (PRISMA) approach which is organized byfive distinct elements or steps: beginning with a clearly formulatedquestion, using the question to develop clear inclusion criteria toidentify relevant studies, using an approach to appraise the studiesor a subset of the studies, summarizing the evidence using anexplicit methodology, and interpreting the findings of the review. RESULTS The initial search yielded 119 peer reviewed articles and aftercoding, 41 papers met the inclusion criteria. Researcher generatedsurveys constituted the most frequent source of data. Most studieshad a significant quantitative dimension to them. All the studieswere observational or cross-sectional by design. CONCLUSIONS This analysis found an emerging research literature that hasgenerated evidence supporting the claim that rural US residents andcommunities suffer a disproportionate burden from the misuseof opioidscompared to their urban or metropolitan counterparts.
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Affiliation(s)
- Laura C Palombi
- Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | | | | | - Michael T Swanoski
- Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | - M Nawal Lutfiyya
- Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Minneapolis, MN.
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Monnat SM, Rigg KK. Examining Rural/Urban Differences in Prescription Opioid Misuse Among US Adolescents. J Rural Health 2015; 32:204-18. [PMID: 26344571 PMCID: PMC4779738 DOI: 10.1111/jrh.12141] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/22/2015] [Indexed: 01/10/2023]
Abstract
PURPOSE This study examines differences in prescription opioid misuse (POM) among adolescents in rural, small urban, and large urban areas of the United States and identifies several individual, social, and community risk factors contributing to those differences. METHODS We used nationally representative data from the 2011 and 2012 National Survey on Drug Use and Health and estimated binary logistic regression and formal mediation models to assess past-year POM among 32,036 adolescents aged 12-17. RESULTS Among adolescents, 6.8% of rural, 6.0% of small urban, and 5.3% of large urban engaged in past-year POM. Net of multiple risk and protective factors, rural adolescents have 35% greater odds and small urban adolescents have 21% greater odds of past-year POM compared to large urban adolescents. The difference between rural and small urban adolescents was not significant. Criminal activity, lower perceived substance use risk, and greater use of emergency medical treatment partially contribute to higher odds among rural adolescents, but they are also partially buffered by less peer substance use, less illicit drug access, and stronger religious beliefs. CONCLUSIONS Researchers, policy makers, and treatment providers must consider the complex array of individual, social, and community risk and protective factors to understand rural/urban differences in adolescent POM. Potential points of intervention to prevent POM in general and reduce rural disparities include early education about addiction risks, use of family drug courts to link criminal offenders to treatment, and access to nonemergency medical services to reduce rural residents' reliance on emergency departments where opioid prescribing is more likely.
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Affiliation(s)
- Shannon M. Monnat
- Department of Agricultural Economics, Sociology, and Education, Population Research Institute, The Pennsylvania State University, University Park, Pennsylvania
| | - Khary K. Rigg
- Department of Mental Health Law & Policy, Louis de la Parte Florida Mental Health Institute, University of South Florida, Tampa, Florida
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Heimer R, Zhan W, Grau LE. Prevalence and experience of chronic pain in suburban drug injectors. Drug Alcohol Depend 2015; 151:92-100. [PMID: 25841984 PMCID: PMC4447527 DOI: 10.1016/j.drugalcdep.2015.03.007] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 03/06/2015] [Accepted: 03/06/2015] [Indexed: 01/05/2023]
Abstract
AIMS To explore the relationship between chronic pain and characteristics, behaviors, and psychological status of suburban Connecticut injection drug users. METHODS Cross-sectional study with quantitative interview and serological testing for HIV and hepatitis B and C in 456 individuals who injected drugs in the past month. Participants were dichotomized into those reporting current chronic pain of at least six months duration and all others. The interview covered (i) sociodemographics, (ii) injection drug use, (iii) interactions with drug treatment, criminal justice, and harm reduction, (iv) screening for alcohol use, chronic pain, anxiety, and depression, and (v) knowledge regarding HIV, hepatitis B (HBV) and C (HCV), and opioid overdose. Serological testing for HIV, HBV, and HCV was conducted. RESULTS One-third (n = 143) reported chronic pain. These individuals differed significantly from those not reporting chronic pain on characteristics that included older age, lower educational achievement, and injection of pharmaceutical opioids. They also reported experiencing more psychological and family problems on the ASI and higher levels of depression and anxiety. Four of five individuals with chronic pain (n = 117) reported non-medical opioid use prior to the onset of chronic pain. CONCLUSIONS Chronic pain is common among drug injectors in our study population although it was unusual for chronic pain to have preceded non-medical opioid use. Psychological problems in injectors with co-occurring chronic pain are likely pose significant complications to successful treatment for substance abuse, pain, or infectious disease treatment.
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Affiliation(s)
- Robert Heimer
- Center for Interdisciplinary Research on AIDS and the Department of Epidemiology of Microbial Disease, Yale University School of Public Health, 60 College Street, New Haven, CT 06520, United States.
| | - Weihai Zhan
- Center for Interdisciplinary Research on AIDS and the Department of Epidemiology of Microbial Disease, Yale University School of Public Health, 60 College Street, New Haven, CT 06520, United States
| | - Lauretta E Grau
- Center for Interdisciplinary Research on AIDS and the Department of Epidemiology of Microbial Disease, Yale University School of Public Health, 60 College Street, New Haven, CT 06520, United States
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Wang KH, Fiellin DA, Becker WC. Source of prescription drugs used nonmedically in rural and urban populations. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2014; 40:292-303. [DOI: 10.3109/00952990.2014.907301] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Karen H. Wang
- Department of Medicine, The Veterans Affairs Connecticut Healthcare System
West Haven, CT, USA
- Department of Internal Medicine
- Robert Wood Johnson Foundation Clinical Scholars Program
| | - David A. Fiellin
- Department of Internal Medicine
- Investigative Medicine Program, Yale University School of Medicine
New Haven, CTUSA
| | - William C. Becker
- Department of Medicine, The Veterans Affairs Connecticut Healthcare System
West Haven, CT, USA
- Department of Internal Medicine
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Rhoades H, Wenzel SL. Correlates of prescription drug misuse among heterosexually active homeless men. Subst Abus 2014; 34:143-9. [PMID: 23577908 DOI: 10.1080/08897077.2012.726960] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
OBJECTIVE Prescription drug misuse (PDM) is an emerging epidemic in the United States. This study examines the prevalence and correlates of PDM among homeless men. Homeless men experience higher risk for substance misuse and associated health problems and are particularly vulnerable to PDM and its negative health consequences. METHODS Participants were a representative probability sample of 305 heterosexually active homeless men interviewed from meal programs in the Skid Row region of Los Angeles. Interviews assessed demographics, substance use, mental health, and social networks. Logistic regression examined correlates of PDM. RESULTS Twenty-six percent of the study population reported PDM in the past year. PDM was more likely among homeless men suffering from posttraumatic stress disorder (PTSD) (odds ratio [OR] = 2.41, 95% confidence interval [CI]: 1.03-5.61) and among those with more substance-using social network members (OR = 1.07, 95% CI: 1.01-1.14). Decreased PDM was associated with good health (OR = 0.34, 95% CI: 0.16-0.75). CONCLUSIONS The prevalence of PDM is higher among the homeless men in this study than in the general population. Correlates of PDM included PTSD and poor health, suggesting that homeless men may use PDM to self-medicate. PDM was also associated with increased substance-using social network alters. Physical and mental health and social context are important aspects to consider in prevention efforts to reduce PDM among homeless men.
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Affiliation(s)
- Harmony Rhoades
- School of Social Work, University of Southern California, Los Angeles, CA 90015, USA.
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Katz C, El-Gabalawy R, Keyes KM, Martins SS, Sareen J. Risk factors for incident nonmedical prescription opioid use and abuse and dependence: results from a longitudinal nationally representative sample. Drug Alcohol Depend 2013; 132:107-13. [PMID: 23399466 PMCID: PMC5408745 DOI: 10.1016/j.drugalcdep.2013.01.010] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2012] [Revised: 01/16/2013] [Accepted: 01/16/2013] [Indexed: 01/09/2023]
Abstract
BACKGROUND There has been a significant increase in opioid prescriptions and the prevalence of opioid nonmedical use. Nonmedical use may lead to opioid abuse/dependence, a serious public health concern. The aim of this paper was to determine the mental and physical health predictors of incident nonmedical prescription opioid use (NMPOU) and abuse/dependence, and the impact of comorbidity in a longitudinal, nationally representative sample. METHODS Data come from Waves 1 and 2 of the National Epidemiologic Survey on Alcohol and Related Conditions (N=34,653; ≥20 years old). Mental disorders were assessed using the Alcohol Use Disorder and Associated Disabilities Interview Schedule-DSM-IV edition. Physical conditions were based on self-reports of physician-diagnoses. Multiple logistic regression models examined the associations between mental and physical health predictors at Wave 1 and their association to incident NMPOU and abuse/dependence disorders at Wave 2. RESULTS After adjusting for sociodemographics, Axis I and II mental disorders and physical conditions, the presence of mental disorders (i.e., mood, personality disorders and substance use disorders), physical conditions (i.e., increasing number of physical conditions, any physical condition, arteriosclerosis or hypertension, cardiovascular disease and arthritis) and sociodemographic factors (i.e., sex and marital status) at Wave 1 positively predicted incident abuse/dependence at Wave 2. Comorbid disorders increased the risk of NMPOU and abuse/dependence. CONCLUSION These results suggest the importance of mental and physical comorbidity as a risk for NMPOU and abuse/dependence, emphasizing the need for careful screening practices when prescribing opioids.
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Affiliation(s)
- Cara Katz
- University of Manitoba, Department of Psychiatry, Winnipeg, Manitoba, Canada
| | - Renée El-Gabalawy
- University of Manitoba, Department of Psychiatry, Winnipeg, Manitoba, Canada
- University of Manitoba, Department of Psychology, Winnipeg, Manitoba, Canada
| | - Katherine M. Keyes
- Columbia University, Department of Epidemiology, 722 West 168th Street, Room 1608, New York, NY 10032, United States
| | - Silvia S. Martins
- Columbia University, Department of Epidemiology, 722 West 168th Street, Room 1608, New York, NY 10032, United States
| | - Jitender Sareen
- University of Manitoba, Department of Psychiatry, Winnipeg, Manitoba, Canada
- University of Manitoba, Department of Psychology, Winnipeg, Manitoba, Canada
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Herbeck DM, Brecht ML, Lovinger K, Raihan A, Christou D, Sheaff P. Poly-Drug and Marijuana Use Among Adults Who Primarily Used Methamphetamine. J Psychoactive Drugs 2013; 45:132-40. [DOI: 10.1080/02791072.2013.785824] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Unick GJ, Rosenblum D, Mars S, Ciccarone D. Intertwined epidemics: national demographic trends in hospitalizations for heroin- and opioid-related overdoses, 1993-2009. PLoS One 2013; 8:e54496. [PMID: 23405084 PMCID: PMC3566161 DOI: 10.1371/journal.pone.0054496] [Citation(s) in RCA: 206] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2012] [Accepted: 12/14/2012] [Indexed: 11/18/2022] Open
Abstract
The historical patterns of opiate use show that sources and methods of access greatly influence who is at risk. Today, there is evidence that an enormous increase in the availability of prescription opiates is fuelling a rise in addiction nationally, drawing in new initiates to these drugs and changing the geography of opiate overdoses. Recent efforts at supply-based reductions in prescription opiates may reduce harm, but addicted individuals may switch to other opiates such as heroin. In this analysis, we test the hypothesis that changes in the rates of Prescription Opiate Overdoses (POD) are correlated with changes in the rate of heroin overdoses (HOD). ICD9 codes from the Nationwide Inpatient Sample and population data from the Census were used to estimate overall and demographic specific rates of POD and HOD hospital admissions between 1993 and 2009. Regression models were used to test for linear trends and lagged negative binomial regression models were used to model the interrelationship between POD and HOD hospital admissions. Findings show that whites, women, and middle-aged individuals had the largest increase in POD and HOD rates over the study period and that HOD rates have increased in since 2007. The lagged models show that increases in a hospitals POD predict an increase in the subsequent years HOD admissions by a factor of 1.26 (p<0.001) and that each increase in HOD admissions increase the subsequent years POD by a factor of 1.57 (p<0.001). Our hypothesis of fungibility between prescription opiates and heroin was supported by these analyses. These findings suggest that focusing on supply-based interventions may simply lead to a shift in use to heroin rather minimizing the reduction in harm. The alternative approach of using drug abuse prevention resources on treatment and demand-side reduction is likely to be more productive at reducing opiate abuse related harm.
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Affiliation(s)
- George Jay Unick
- School of Social Work, University of Maryland, Baltimore, MD, USA.
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Unick GJ, Rosenblum D, Mars S, Ciccarone D. Intertwined epidemics: national demographic trends in hospitalizations for heroin- and opioid-related overdoses, 1993-2009. PLoS One 2013. [PMID: 23405084 DOI: 10.1371/journal.-pone.0054496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2023] Open
Abstract
The historical patterns of opiate use show that sources and methods of access greatly influence who is at risk. Today, there is evidence that an enormous increase in the availability of prescription opiates is fuelling a rise in addiction nationally, drawing in new initiates to these drugs and changing the geography of opiate overdoses. Recent efforts at supply-based reductions in prescription opiates may reduce harm, but addicted individuals may switch to other opiates such as heroin. In this analysis, we test the hypothesis that changes in the rates of Prescription Opiate Overdoses (POD) are correlated with changes in the rate of heroin overdoses (HOD). ICD9 codes from the Nationwide Inpatient Sample and population data from the Census were used to estimate overall and demographic specific rates of POD and HOD hospital admissions between 1993 and 2009. Regression models were used to test for linear trends and lagged negative binomial regression models were used to model the interrelationship between POD and HOD hospital admissions. Findings show that whites, women, and middle-aged individuals had the largest increase in POD and HOD rates over the study period and that HOD rates have increased in since 2007. The lagged models show that increases in a hospitals POD predict an increase in the subsequent years HOD admissions by a factor of 1.26 (p<0.001) and that each increase in HOD admissions increase the subsequent years POD by a factor of 1.57 (p<0.001). Our hypothesis of fungibility between prescription opiates and heroin was supported by these analyses. These findings suggest that focusing on supply-based interventions may simply lead to a shift in use to heroin rather minimizing the reduction in harm. The alternative approach of using drug abuse prevention resources on treatment and demand-side reduction is likely to be more productive at reducing opiate abuse related harm.
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Affiliation(s)
- George Jay Unick
- School of Social Work, University of Maryland, Baltimore, MD, USA.
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Wang KH, Becker WC, Fiellin DA. Prevalence and correlates for nonmedical use of prescription opioids among urban and rural residents. Drug Alcohol Depend 2013; 127:156-62. [PMID: 22819293 DOI: 10.1016/j.drugalcdep.2012.06.027] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2012] [Revised: 06/05/2012] [Accepted: 06/26/2012] [Indexed: 10/28/2022]
Abstract
BACKGROUND In the United States, rural areas have reported an increase in overdose deaths secondary to nonmedical use of prescription opioids. Little is known about the differences in nonmedical use of prescription opioids among urban and rural adults. METHODS Using the 2008-2009 National Survey on Drug Use and Health, we examined the prevalence of nonmedical use of prescription opioids in urban and rural counties and determined bivariate and multivariate associations, stratified by county. We also compared type of opioids, stratified by county. RESULTS Among 75,964 respondents, the prevalence of nonmedical use of prescriptions opioids was similar among residents in urban and rural counties (4.7% vs. 4.3%, p=0.15). Urban and rural residents with severe psychological distress and nonmedical use of other prescription medications were more likely to report nonmedical use of opioids. Urban residents whose first use of illicit drugs was between the age of 18 and 25 and who reported alcohol use were more likely to report nonmedical use. Black and Hispanic urban residents were less likely to use prescription opioids nonmedically compared to white urban residents. Rural residents were more likely than urban residents to use acetaminophen with propoxyphene (61.1% vs. 55.8%, p=0.02), methadone (14.8% vs. 9.1%, p=0.003) and acetaminophen with codeine (3.5% vs. 1.9%, p=0.05). CONCLUSIONS Prevalence and risk factors related to nonmedical use of opioids are similar between urban and rural residents; however rural residents report propoxyphene, codeine, and methadone use more than their urban counterparts. Prevention and treatment interventions may need to be tailored for specific communities.
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Affiliation(s)
- Karen H Wang
- Robert Wood Johnson Foundation Clinical Scholars Program, Yale University School of Medicine, New Haven, CT 06520-8088, United States.
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Pope SK, Falck RS, Carlson RG, Leukefeld C, Booth BM. Characteristics of rural crack and powder cocaine use: gender and other correlates. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2011; 37:491-6. [PMID: 21851207 DOI: 10.3109/00952990.2011.600380] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Little is known about the relationship of gender with cocaine use in rural areas. This study describes these relationships among stimulant users residing in rural areas of Arkansas, Kentucky, and Ohio. OBJECTIVES Understanding the characteristics of crack and powder cocaine users in rural areas may help inform prevention, education, and treatment efforts to address rural stimulant use. METHODS Participants were 690 stimulant users, including 274 (38.6%) females, residing in nine rural counties. Cocaine use was measured by self-report of cocaine use, frequency of use, age of first use, and cocaine abuse/dependence. Powder cocaine use was reported by 49% of this sample of stimulant users and 59% reported using crack cocaine. FINDINGS Differing use patterns emerged for female and male cocaine users in this rural sample; females began using alcohol, marijuana, and cocaine at later ages than males but there were no gender differences in current powder cocaine use. Females reported more frequent use of crack cocaine and more cocaine abuse/dependence than males, and in regression analyses, female crack cocaine users had 1.8 times greater odds of reporting frequent crack use than male crack users. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE These findings suggest differing profiles and patterns of cocaine use for male and female users in rural areas, supporting previous findings in urban areas of gender-based vulnerability to negative consequences of cocaine use. Further research on cocaine use in rural areas can provide insights into gender differences that can inform development and refinement of effective interventions in rural communities.
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Affiliation(s)
- Sandra K Pope
- Division of Health Services, Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA.
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Amari E, Rehm J, Goldner E, Fischer B. Nonmedical prescription opioid use and mental health and pain comorbidities: a narrative review. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2011; 56:495-502. [PMID: 21878161 DOI: 10.1177/070674371105600808] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE In North America, the prevalence of nonmedical prescription opioid use (NMPOU), and morbidity and mortality related to prescription opioid analgesics (POAs) has risen sharply. Epidemiologic studies have suggested a high prevalence of mental health and pain comorbidities in NMPOU samples. Given the potential importance for interventions, a narrative review was conducted on studies reporting data on the co-occurrence of NMPOU with mental health problems and pain symptoms in general, treatment, or special populations. METHOD A search of MEDLINE, PubMed, PsycINFO, and Web of Science using defined search terms yielded 74 studies on NMPOU and mental health and (or) pain. Thirty-nine studies published between 1997 and 2009 were included in the review-based on the data they provided on NMPOU and mental health and pain comorbidities. RESULTS Our review found strong associations between NMPOU and the comorbidities of interest. Associations between NMPOU and mental health were strongest for depression (OR range 1.2 to 4.3) followed by anxiety disorders (OR range 1.2 to 3.0) in general and treatment populations. The prevalence of pain ranged from 14.5% to 61.5% in general, treatment, and street drug user samples reporting NMPOU. CONCLUSIONS The extensive associations observed between NMPOU and mental health and pain comorbidities suggest that effective preventive or treatment interventions for NMPOU must consider and attend to these comorbidities. As POAs are widely available and used in North America, POAs may increasingly be used in nonmedical ways for pain or mental health problems not effectively diagnosed or treated.
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Affiliation(s)
- Erica Amari
- Centre for Applied Research in Mental Health and Addiction, Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia
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Price AM, Ilgen MA, Bohnert ASB. Prevalence and correlates of nonmedical use of prescription opioids in patients seen in a residential drug and alcohol treatment program. J Subst Abuse Treat 2011; 41:208-14. [PMID: 21493031 DOI: 10.1016/j.jsat.2011.02.003] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2010] [Revised: 02/03/2011] [Accepted: 02/07/2011] [Indexed: 11/28/2022]
Abstract
Population-based data indicate that rates of nonmedical use of prescription opioids (POs) have increased dramatically over the past decade. However, data are lacking on nonmedical use of POs in individuals seeking treatment for substance use disorders. Patients (N = 351) seeking treatment from a residential drug and alcohol treatment program were assessed for nonmedical use of POs prior to treatment entry. Approximately 68% (65% men and 78% women) of patients reported at least some nonmedical PO use in the 30 days prior to treatment. Our results indicate that nonmedical PO use was more common in those with higher levels of depressive symptoms and pain intensity and in those with lower physical functioning. Treatment programs should consider actively screening participants for nonmedical PO use and consider how nonmedical use of pain medications might influence their treatment planning for patients.
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Affiliation(s)
- Amanda M Price
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
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Staton-Tindall M, Duvall J, McNees E, Walker R, Leukefeld C. Outcomes following Prison and Jail-Based Treatment among Women Residing in Metro and Non-Metro Communities following Release. JOURNAL OF DRUG ISSUES 2011. [DOI: 10.1177/002204261104100203] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This study uses data from the Criminal Justice Kentucky Treatment Outcome Study (CJKTOS) to describe treatment outcomes following prison and jail-based treatment among women residing in metro and non-metro areas following release. The study takes an exploratory look at potential differences in sustained abstinence, community treatment utilization, and recidivism by geographic location (metro/non-metro) and treatment program (jail or prison). Baseline data was collected from women as they entered two prison and two jail-based treatment programs, and follow-up data was collected 12 months post-release in the community. Bivariate group differences were noted with a higher percentage of metro women who participated in prison-based treatment relapsing to cocaine use during the follow-up period compared to non-metro women. In multivariate models, females who participated in jail-based treatment and prison-based treatment fared similarly on study outcomes. There was, however a main effect of residence status in that women living in non-metro areas during the follow-up period were less likely to utilize community-based aftercare treatment and less likely to be re-incarcerated during the follow-up period than women living in metro areas. Findings are discussed with regard to future research and practice implications for women offenders transitioning to geographically different communities following release.
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Subtypes of nonmedical opioid users: results from the national epidemiologic survey on alcohol and related conditions. Drug Alcohol Depend 2010; 112:69-80. [PMID: 20580168 PMCID: PMC2967592 DOI: 10.1016/j.drugalcdep.2010.05.013] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2009] [Revised: 05/19/2010] [Accepted: 05/20/2010] [Indexed: 11/21/2022]
Abstract
AIMS To identify subtypes of nonmedical opioid users, gender variations in psychiatric disorders, and quality of life in a representative sample of adults. METHODS Analyses of data from the 2001-2002 National Epidemiologic Survey on Alcohol and Related Conditions (N=43,093). Latent class analysis (LCA) and multinomial logistic regression procedures examined subtypes of nonmedical opioid users. RESULTS Approximately 5% (n=1815) of adults used nonmedical opioids. LCA identified four subtypes: opioid-marijuana users (33%), opioid-other prescription drug users (9%), opioid-marijuana-hallucinogen users (28%), and opioid-polydrug users (30%). Subtypes were distinguished by race/ethnicity, gender, familial substance abuse, personal history of substance abuse treatment, and patterns of psychiatric disorders. Whites and men had increased odds of being in the opioid-polydrug and opioid-marijuana-hallucinogen subtypes. The opioid-other prescription drug use subtype had disproportionately affected women who were characterized by high rates of mood/anxiety disorders and low quality of life. Across all subtypes, women and men had similarly problematic substance use disorders; however, women had more major depression and disability in the mental health domain. CONCLUSIONS The generally high prevalence of psychiatric disorders among nonmedical opioid users, particularly women, underscores the need for comprehensive assessment and coordinated delivery of services to match needs with treatment, as well as continued monitoring of trends in opioid use and related problems.
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Opioid detection in maternal and neonatal hair and meconium: characterization of an at-risk population and implications to fetal toxicology. Ther Drug Monit 2010; 32:318-23. [PMID: 20418801 DOI: 10.1097/ftd.0b013e3181dca48b] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Identification of maternal opioid abuse in pregnancy is often difficult to ascertain in the absence of a reliable self-report. We aimed to characterize an at-risk neonatal population for opioid exposures as well as other drugs of abuse and alcohol. From June 2007 to January 2009, 563 neonatal hair and 1318 meconium specimens were assessed for opioids and were positive in 11.4% and 17.0%, respectively. Neonates testing positive for opioids in hair or meconium analysis were also more likely to test positive for other licit and illicit substances (odds ratiohair, 1.75; 95% confidence interval, 1.03-2.97; odds ratiomeconium, 1.61; 95% confidence interval, 1.16-2.22). Specifically, a positive neonatal hair test for opioids also predicted a positive result for oxycodone. In addition, a positive meconium test result for opioids was associated with positive results for cocaine, oxycodone, methadone, benzodiazepines, and fatty acid ethyl esters (alcohol). Finally, there was a significant correlation between maternal and neonatal hair test results for opioids (Spearman rank rho = 0.657, P = 0.03). Understanding the addiction profiles of these women may lead to better clinical and social management and may largely benefit an at-risk population.
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Sullivan MD, Edlund MJ, Fan MY, DeVries A, Braden JB, Martin BC. Risks for possible and probable opioid misuse among recipients of chronic opioid therapy in commercial and medicaid insurance plans: The TROUP Study. Pain 2010; 150:332-339. [PMID: 20554392 DOI: 10.1016/j.pain.2010.05.020] [Citation(s) in RCA: 216] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2009] [Revised: 04/16/2010] [Accepted: 05/20/2010] [Indexed: 12/15/2022]
Abstract
The use of chronic opioid therapy (COT) for chronic non-cancer pain (CNCP) has increased dramatically in the past two decades. There has also been a marked increase in the abuse of prescribed opioids and in accidental opioid overdose. Misuse of prescribed opioids may link these trends, but has thus far only been studied in small clinical samples. We therefore sought to validate an administrative indicator of opioid misuse among large samples of recipients of COT and determine the demographic, clinical, and pharmacological risks associated with possible and probable opioid misuse. A total of 21,685 enrollees in commercial insurance plans and 10,159 in Arkansas Medicaid who had at least 90 days of continuous opioid use 2000-2005 were studied for one year. Criteria were developed for possible and probable opioid misuse using administrative claims data concerning excess days supplied of short-acting and long-acting opioids, opioid prescribers and opioid pharmacies. We estimated possible misuse at 24% of COT recipients in the commercially insured sample and 20% in the Medicaid sample and probable misuse at 6% in commercially insured and at 3% in Medicaid. Among non-modifiable factors, younger age, back pain, multiple pain complaints and substance abuse disorders identify patients at high risk for misuse. Among modifiable factors, treatment with high daily dose opioids (especially >120 mg MED per day) and short-acting Schedule II opioids appears to increase the risk of misuse. The consistency of the findings across diverse patient populations and the varying levels of misuse suggest that these results will generalize broadly, but await confirmation in other studies.
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Affiliation(s)
- Mark D Sullivan
- Department of Psychiatry and Behavioral Sciences, Division of Consultation-Liaison Psychiatry, University of Washington, Seattle, WA, USA Department of Psychiatry and Behavioral Sciences, University of Arkansas for Medical Sciences, Little Rock, AR, USA College of Pharmacy, Division of Pharmaceutical Evaluation and Policy, University of Arkansas for Medical Sciences, Little Rock, AR, USA HealthCore, 800 Delaware Avenue, Fifth Floor, Wilmington, DE, USA
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Solid-phase microextraction for the detection of codeine, morphine and 6-monoacetylmorphine in human hair by gas chromatography–mass spectrometry. Forensic Sci Int 2010; 196:64-9. [DOI: 10.1016/j.forsciint.2009.12.046] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2009] [Accepted: 07/21/2009] [Indexed: 11/21/2022]
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