Non-medical prescription use increases the risk for the onset and recurrence of psychopathology: results from the National Epidemiological Survey on Alcohol and Related Conditions

Sex differences in the associations of non-medical use of prescription drugs with depressive and anxiety symptoms among undergraduates in China

BACKGROUND

Non-medical use of prescription drugs (NMUPD) and their association with depression and anxiety are becoming global concerns. Biological sex may introduce differential exposure to NMUPD or depressive/anxiety symptoms. However, few studies have investigated the potential sex differences in the associations of NMUPD with depressive/anxiety symptoms.

METHODS

Data were drawn from the 2019 School-based Chinese College Students Health Survey. A total of 30,039 undergraduates (mean age: 19.8 [SD: 1.3] years) from sixty universities/colleges in China completed standard questionnaires and were included in the study (response rate: 97.7 %).

RESULTS

In the final adjusted model, non-medical use of opioids (experimenters: β = 1.10, [95 % CI, 0.62 to 1.57]) or sedatives (frequent users: β = 2.98, [95 % CI, 0.70 to 5.26]) was associated with depressive symptoms, while non-medical use of opioids (frequent users: β = 1.37, [95 % CI, 0.32 to 2.42]) or sedatives (frequent users: β = 1.19, [95 % CI, 0.35 to 2.03]) was also associated with anxiety symptoms. Sex-stratified analyses indicated that lifetime opioids misuse was associated with depressive symptoms in both sexes but with anxiety symptoms only in males (β = 0.39, [95 % CI, 0.09 to 0.70]). The association of lifetime sedative misuse with depressive symptoms was greater in males, while the significant association with anxiety symptoms remained only in female (β = 0.52, [95 % CI, 0.14 to 0.91]).

LIMITATIONS

Causal inference cannot be made due to the cross-sectional nature of the data.

CONCLUSIONS

Our study suggests NMUPD is associated with depressive and anxiety symptoms among Chinese undergraduates, and the associations may differ by sex.

Real-time momentary mood as a predictor of college students' prescription drug misuse in daily life: Direct links and the moderating role of background mental health

The present study addressed calls for research to identify real-time predictors of prescription drug misuse (Schepis et al., 2020) by testing young adults' momentary reports of their negative mood and positive mood as predictors of event-level misuse in daily life. We implemented a 28-day ecological momentary assessment (EMA) procedure that collected individuals' mood and other contextual experiences in moments preceding prescription drug misuse. Consistent with models of problematic substance use as a means to reduce negativity (Khantzian, 1997), results from hierarchical generalized linear modeling (HGLM) indicated within-person links between higher than usual negative mood and greater likelihood of prescription misuse in daily life. Contrary to the hypothesis, misuse was also more likely when preceded by elevated positive mood. We found consistent support for the hypothesized between-person effects, with prescription misuse in daily life associated with higher average levels of negative mood, and lower average levels of positive mood, across the reporting period. We further predicted that individuals reporting greater levels of social anxiety, depression, and externalizing symptoms would evidence stronger links between their momentary negative mood and prescription misuse. Partial support for this moderation hypothesis was found, with the positive within-person link between negative mood and prescription misuse significantly stronger among individuals higher (vs. lower) on social anxiety and depression. Results provide support for intricate connections between young adults' momentary mood, mental health symptoms, and prescription drug misuse. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Clinical Value of Inflammatory and Neurotrophic Biomarkers in Bipolar Disorder: A Systematic Review and Meta-Analysis

Bipolar disorder (BD) is a multifactorial chronic psychiatric disease highly defined by genetic, clinical, environmental and social risk factors. The present systematic review and meta-analysis aimed to examine the relationship between inflammatory and neurotrophic factors and clinical, social and environmental factors involved in the development and the characterization of BD. Web of Science, PubMed, PsycINFO, Scopus and Science Direct were searched by two independent reviewers. The systematic review was registered in PROSPERO (CRD42020180626). A total of 51 studies with 4547 patients with a diagnosis of BD were selected for systematic review. Among them, 18 articles were included for meta-analysis. The study found some evidence of associations between BDNF and/or inflammatory factors and different stressors and functional and cognitive impairment, but limitations prevented firm conclusions. The main finding of the meta-analysis was a negative correlation between circulating levels of BDNF and depression severity score (standardized mean difference = −0.22, Confidence Interval 95% = −0.38, −0.05, p = 0.01). Evidence indicates that BDNF has a role in the depressive component of BD. However, the poor consistency found for other inflammatory mediators clearly indicates that highly controlled studies are needed to identity precise biomarkers of this disorder.

Prevalence of lifetime nonmedical opioid use among U.S. Health Center Patients aged 45 years and older with psychiatric disorders

OBJECTIVE

Despite recent concerns over the increase in opioid misuse among aging adults, little is known about the prevalence of lifetime nonmedical opioid use in underserved, vulnerable middle-aged and older patients with psychiatric disorders. This study aims to determine the lifetime prevalence of nonmedical opioid use among underserved, vulnerable U.S. adults aged ≥45 years with psychiatric disorders.

METHOD

A nationally representative sample (n = 3,294) was obtained from the 2014 Health Center Patient Survey which collects data on psychiatric disorders, opioid use, and other health information from underserved, vulnerable U.S. primary care populations. Predictor variables included self-reported panic disorder, generalized anxiety disorder, schizophrenia, or bipolar disorder. The outcome variable was self-reported lifetime nonmedical opioid use. Frequencies, counts, and unadjusted and adjusted logistic regression models were conducted with the cross-sectional survey dataset.

RESULTS

Patients with bipolar disorder had the highest lifetime nonmedical opioid use rate (20.8%), followed by schizophrenia (19.3%), panic disorder (16.5%), and generalized anxiety disorder (14.5%). Nonmedical opioid use was significantly associated with bipolar disorder (OR 3.46, 95% CI [1.33, 8.99]) and generalized anxiety disorder (OR 2.03 95% CI [1.08, 3.83]).

CONCLUSION

Our findings demonstrate a high prevalence of lifetime nonmedical opioid use in underserved, vulnerable middle-aged and older health center patients with psychiatric disorders. Given the prevalence, health center professionals should monitor, prevent, and treat new or reoccurring signs and symptoms of nonmedical opioid use in this high-risk group of aging patients with psychiatric disorders.

Opioid-involved prescription drug misuse and poly-prescription drug misuse in U.S. older adults

OBJECTIVES

Although older adult prescription drug misuse (PDM) is associated with concerning consequences, stimulant PDM and poly- PDM involving multiple medication classes each remain understudied. Our objectives were to examine PDM and poly-PDM prevalence by medication class in US older adults and to identify the mental health, SUD, and health-related quality-of-life correlates of poly-PDM.

METHOD

Data were from adults 50 and older completing the National Epidemiologic Survey on Alcohol and Related Conditions-III, (N = 14,667). Prevalence of PDM and poly-PDM by medication class was estimated. Logistic regression established odds of four SUD diagnoses, five psychopathology diagnoses and lifetime suicide attempts; linear regression evaluated health-related quality-of-life by PDM/poly-PDM status.

RESULTS

Past-year PDM abstinence increased with age (50-54 years: 80.5%; 80 and older: 96.0%), while poly-PDM declined; past-year stimulant PDM was rare (≤0.6%), except when combined with opioid and tranquilizer/sedative PDM. Compared to no past-year PDM, both past-year opioid-only PDM and opioid-involved poly-PDM were associated with poorer health-related quality-of-life and greater odds of psychopathology and SUD, with the highest odds in poly-PDM.

CONCLUSION

The presence of any opioid-involved PDM in older adults highlights screening for SUD, psychopathology, and other medical conditions, with the most significant intervention needs likely in those with opioid-involved poly-PDM.

Substance use as a risk factor for bipolar disorder: A systematic review

Detecting substance use as a predictor of bipolar disorder (BD) is important for clinicians to perform accurate and early diagnosis, as well as better manage the treatment of individuals with BD. The aim of this systematic review was to describe whether substance use is a predictor of BD. A literature search was conducted using the following databases: PubMed, PsycINFO, and Embase. All eligible studies published up to February 9, 2021 were included. This systematic review included 22 studies. We found that 66.7% of the studies assessing overall substance use found that overall substance use was a risk factor for BD. Regarding the specific substances assessed, cannabis use was described as a risk factor for BD in 55.6% of the studies, nonmedical use of prescription medications was a risk factor for BD in 50% of the studies, nicotine was found as a risk factor for BD in 50% of the studies, and alcohol use was described as a risk factor for BD in 42.9% of the studies assessing it. Only one study assessed whether cocaine use was a risk factor for BD and found a significant association. Interestingly, some studies suggested that the greater frequency of cannabis use was associated with greater risk to develop BD or hypomanic/manic symptoms. In conclusion, there is evidence supporting that substance use is a risk factor for BD. Importantly, when assessing the risk factors for BD related to psychoactive substance use, special attention should be given for the frequency of cannabis use.

Navigating the diagnostic challenges of bipolar disorder in youth

ABSTRACT

Bipolar disorder in youth is difficult to diagnose and treat, but early detection is important to mitigate risks and improve patient outcomes. This article evaluates the unique challenges of diagnosing and treating bipolar disorder in children and adolescents. Bipolar disorder is associated with a significant personal and societal health burden and frequently is misdiagnosed and incorrectly treated. More research is needed to understand the pathophysiology of bipolar disorder and which treatment options are best throughout the lifespan.

Depression and substance use disorders: Clinical comorbidity and shared neurobiology

Mood disorders, including major depressive disorder (MDD), are the most prevalent psychiatric illnesses, and pose an incredible burden to society, both in terms of disability and in terms of costs associated with medical care and lost work time. MDD has extremely high rates of comorbidity with substance use disorders (SUD) as many of the same neurobiological circuits and molecular mechanisms regulate the reward pathways disrupted in both conditions. MDD may induce SUDs, SUD may contribute to MDD development, or underlying vulnerabilities and common life experience may confer risk to developing both conditions. In this chapter we explore theories of MDD and SUD comorbidity, the neurobiological underpinnings of depression, overlapping cellular and molecular pathways for both conditions, and current treatment approaches for these comorbid conditions.

A temporal relationship between nonmedical opioid Use and major depression in the U.S.: A Prospective study from the National Epidemiological Survey on Alcohol and Related Conditions

BACKGROUND

Given the existing strong cross-sectional relationship between nonmedical opioid use (NMOU) and major depressive disorder (MDD), this study focused on the temporal relationship between NMOU and major depression.

METHODS

Data sources were derived from Wave 1 and Wave 2 of the National Epidemiological Survey on Alcohol and Related Conditions. Logistic regression was applied to predicted NMOU at the follow-up survey based on baseline MDD diagnosis and symptoms of MDD among the sample without lifetime NMOU at baseline (N=32,982). In parallel, we examined the relationship between past year NMOU at baseline and new onset of MDD diagnosis (N=28,649) and between past year NMOU at baseline and new onset of symptoms of MDD (N=23,214) among people without major depression diagnosis or symptoms at baseline.

RESULTS

MDD diagnosis (aOR=1.68, 95% CI=1.43, 1.98) and symptoms of major depression (aOR=1.25, 95% CI=1.14, 1.38) at baseline were associated with higher odds of incident NMOU. The baseline NMOU was associated with lower odds incident MDD diagnosis (aOR=0.79, 95%CI=0.66, 0.94) in the adjusted model. However, the baseline NMOU was associated with higher odds of new onset of major depressive symptoms at wave 2 in the sample without baseline symptoms of MDD (aOR=1.42, 95%CI=1.23, 1.63).

CONCLUSION

Symptoms of MDD and MDD diagnosis increased the new onset of NMOU, while NMOU only increased the risks of new onset of symptoms of MDD.

Prescription Drug Misuse: Taking a Lifespan Perspective

Prescription drug misuse (PDM), or medication use without a prescription or in ways not intended by the prescriber, is a notable public health concern, especially in the United States. Accumulating research has characterized PDM prevalence and processes, but age-based or lifespan changes in PDM are understudied. Given age-based differences in the medical or developmental concerns that often underlie PDM, it is likely that PDM varies by age. This review summarizes the literature on PDM across the lifespan, examining lifespan changes in prevalence, sources, motives and correlates for opioid, stimulant, and tranquilizer/sedative (or benzodiazepine) PDM. In all, prevalence rates, sources and motives vary considerably by age group, with fewer age-based differences in correlates or risk factors. PDM prevalence rates tend to decline with aging, with greater use of physician sources and greater endorsement of self-treatment motives in older groups. Recreational motives (such as to get high) tend to peak in young adulthood, with greater use of peer sources or purchases to obtain medication for PDM in younger groups. PDM co-occurs with other substance use and psychopathology, including suicidality, across age groups. The evidence for lifespan variation in PDM is strongest for opioid PDM, with a need for more research on tranquilizer/sedative and stimulant PDM. The current literature is limited by the few studies of lifespan changes in PDM within a single sample, a lack of longitudinal research, little research addressing PDM in the context of polysubstance use, and little research on minority groups, such as sexual and gender minorities.

Prescription opioid misuse motive latent classes: outcomes from a nationally representative US sample

AIMS

Prescription opioid misuse (POM) contributes to a larger opioid crisis in the US and Canada, with over 17 000 US POM-related overdose deaths in 2017. Our aims were to (1) identify specific profiles of respondents based on POM motives using the US National Survey on Drug Use and Health (NSDUH) and (2) compare profile respondents on sociodemographics, substance use and mental and physical health outcomes.

METHODS

Analyses included 2017-18 NSDUH respondents with data on POM motives (n = 4810). POM was defined as prescription opioid use in a way not intended by the prescriber, including use without a prescription, in larger amounts or more frequently. Nine POM motives for the most recent episode were assessed, including 'to relieve physical pain' and 'to get high'. Latent classes, based on POM motives, were estimated. Classes were compared on sociodemographics, substance use and physical and mental health outcomes.

RESULTS

Eight latent classes were identified (in order of prevalence): pain relief only, relax-pain relief, sleep-pain relief, multi-motive, high, experimenter, emotional coping and dependent/hooked. Compared to the pain relief only group, the high and multi-motive classes had higher odds of all substance use outcomes, with the dependent/hooked class having higher odds on all but one outcome. Six of the eight classes had higher odds of past-year mental health treatment and suicidal ideation than the pain relief only class.

CONCLUSIONS

Screening for pain, pain conditions, problematic substance use and psychopathology are recommended in those with any POM. While those in the dependent/hooked, multi-motive and emotional coping classes are most likely to have prescription opioid use disorder (OUD), screening for OUD symptoms in all individuals with POM is also warranted.

An International Society of Bipolar Disorders task force report: Precursors and prodromes of bipolar disorder

OBJECTIVES

To clarify the clinical features preceding the onset of bipolar disorder (BD) has become a public health priority for the prevention of high morbidity and mortality. BD remains frequently under- or misdiagnosed, and under- or mistreated, often for years.

METHODS

We assessed the predictive value of precursors and prodromes of BD. We assessed precursors of first-lifetime manic or hypomanic episodes with/without mixed features in retrospective and prospective studies. The task force evaluated and summarized separately assessments of familial risk, premorbid personality traits, retrospective, and prospective studies.

RESULTS

Cyclothymic features, a family history of BD, retrospectively reported attenuated manic symptoms, prospectively identified subthreshold symptoms of hypomania, recurrence of depression, panic anxiety and psychotic features, have been identified as clinical precursors of BD. The prodromal symptoms like [hypo]mania often appears to be long enough to encourage early identification and timely intervention.

CONCLUSIONS

The predictive value of any risk factor identified remains largely unknown. Prospective controlled studies are urgently needed for prevention and effective treatment.

Prescription Opioid Misuse in US Older Adults: Associated Comorbidities and Reduced Quality of Life in the National Epidemiologic Survey of Alcohol and Related Conditions-III

OBJECTIVE

Prescription opioid misuse (POM) prevalence in US older adults (50 years and older) has increased, and preliminary evidence associates POM with poor outcomes. Despite this, little is known about the health-related quality of life, mental and physical health, and substance use profiles of older adults with current and/or past POM. The aim of this study was to evaluate differences in these variables by POM history in US older adults.

METHODS

Data were from the 2012-2013 National Epidemiologic Survey of Alcohol and Related Conditions-III, using adults 50 years and older (n = 14,667). Respondents were grouped into mutually exclusive categories: no lifetime POM, prior-to-past-year POM, past-year POM, and persistent POM (ie, prior-to-past-year and past-year POM). Groups were compared using design-based linear regression on health-related quality of life and logistic regression on mental health, physical health, and substance use variables, controlling for sociodemographics.

RESULTS

Older adults with persistent POM had the greatest impairment, including lower mental and physical health-related quality of life and high rates of past-year major depression (17.6%), emergency department use (42.7%), and any substance use disorder (37.4%). Older adults with past-year POM had high rates of physical health diagnoses and health care utilization (eg, 45.6% past-year overnight hospitalization), while those with prior-to-past-year POM had significant current psychopathology (eg, 13.7% with past-year major depression).

CONCLUSIONS

Older adults with persistent POM likely need multidisciplinary care for their significant physical and mental health and substance use conditions. Given the elevated psychopathology in those with persistent POM, psychiatrists are well placed to identify those with long-term POM.

Diverse diagnostic profiles associated with prescription opioid use disorder in a nationwide sample: One crisis, multiple needs

OBJECTIVE

The opioid crisis has had devastating effects on individuals and communities, and it has rapidly increased in severity. However, we still lack nationally representative information on the diversity of comorbidity patterns among prescription opioid use disorder (P-OUD), other substance use disorders (SUDs), and psychopathology using the newest edition of the Diagnostic and Statistical Manual of Mental Disorders (5th ed.; DSM-5; American Psychiatric Association, 2013). This impedes planning for multiple aspects of intervention, including society-wide allocation of treatment resources, program design at individual treatment centers, and personalized care to individual patients.

METHOD

To address this critical gap in information, we evaluated clinical profiles of American adults via latent class analysis in a large, recently collected epidemiological dataset that uses structured diagnostic assessment for DSM-5 psychopathology (National Epidemiologic Survey on Alcohol and Related Conditions-III; N = 36,309). Variables considered for profiles included lifetime diagnosis for multiple SUDs, various externalizing and internalizing conditions, and demographic variables. We then associated clinical profiles with demographic variables and functional impairment.

RESULTS

Comorbid psychopathology and other SUDs were common in latent classes with elevated and very high rates of P-OUD. To illustrate, alcohol use disorder rates were greater than 45%, and posttraumatic stress disorder rates were greater than 28% in classes with higher P-OUD rates. Higher P-OUD rates were associated with White/non-Hispanic and American Indian/Alaska Native populations. Relationships between P-OUD rates and functional impairment were inconsistent.

CONCLUSION

Many current treatment delivery systems are not designed to accommodate the heterogeneous profiles associated with high P-OUD rates. We provide specific suggestions for improvements to the mental health service system, individual clinical care programs, and future research approaches. (PsycINFO Database Record (c) 2019 APA, all rights reserved).

Alcohol use disorder relapse factors: A systematic review

A relapsing-remitting course is very common in patients with an Alcohol Use Disorder (AUD). Understanding the determinants associated with alcohol resumption remains a formidable task. This paper examines relapse determinants based on a systematic review of recent alcohol literature (2000-2019). Relevant databases were consulted for articles that contained information about specific relapse determinants and reported statistical significance of each relapse determinant in predicting relapse. Relapse was broadly defined based on the characterization in the included articles. From the initial identified 4613 papers, a total of 321 articles were included. Results encompass multiple relapse determinants, which were ordered according to biopsychosocial and spiritual categories, and presented, using a descriptive methodology. Psychiatric co-morbidity, AUD severity, craving, use of other substances, health and social factors were consistently significantly associated with AUD relapse. Conversely, supportive social network factors, self efficacy, and factors related to purpose and meaning in life, were protective against AUD relapse. Despite heterogeneity in different methods, measures, and sample characteristics, these findings may contribute to a better therapeutic understanding in which specific factors are associated with relapse and those that prevent relapse. Such factors may have a role in a personalized medicine framework to improve patient outcomes.

Prescription Drug Misuse: Sources of Controlled Medications in Adolescents

OBJECTIVE

Adolescent controlled prescription drug misuse (PDM) co-occurs with significant consequences, including lower educational achievement, substance use disorder (SUD) symptoms, and psychopathology. Nonetheless, adolescent PDM sources and the prevalence of other substance use, SUD, and mental health outcomes associated with sources remain poorly understood.

METHOD

Data were from the 2009 to 2014 National Survey on Drug Use and Health, including 103,920 adolescents (12-17 years of age). Six mutually exclusive sources were used: physician source only, theft/fake prescription only, friend/relative for free only, purchases only, other source only, or multiple sources. Analyses occurred separately for prescription opioids, stimulants, and tranquilizer/sedatives. PDM source prevalence across adolescents and by sex and school enrollment/engagement were estimated. Adjusted odds of past-year DSM-IV substance-specific SUD, marijuana use, any SUD, major depressive disorder (MDD), anxiety diagnosis, mental health treatment, and past-month binge drinking were estimated by source.

RESULTS

Friends/relatives, for free, was the most common source (29.0%-33.2%), followed by physician sources for opioids (23.9%), purchases for stimulants (23.5%), and tranquilizer/sedatives (22.7%). Few school enrollment/engagement differences existed, but female adolescents were more likely to use multiple sources. Over 70% of adolescents using multiple sources had a past-year SUD. Multiple sources, purchases, and theft/fake prescription were more strongly associated with other substance use than physician source use, and multiple source use was linked with MDD.

CONCLUSION

Adolescents using multiple sources, purchases and theft/fake prescriptions have elevated rates of other substance use, SUD and MDD and particularly warrant intervention. Also, adolescents with other SUD and MDD should be screened for PDM and misuse sources.

The epidemiology of benzodiazepine misuse: A systematic review

BACKGROUND

Benzodiazepine misuse is a growing public health problem, with increases in benzodiazepine-related overdose deaths and emergency room visits in recent years. However, relatively little attention has been paid to this emergent problem. We systematically reviewed epidemiological studies on benzodiazepine misuse to identify key findings, limitations, and future directions for research.

METHODS

PubMed and PsychINFO databases were searched through February 2019 for peer-reviewed publications on benzodiazepine misuse (e.g., use without a prescription; at a higher frequency or dose than prescribed). Eligibility criteria included human studies that focused on the prevalence, trends, correlates, motives, patterns, sources, and consequences of benzodiazepine misuse.

RESULTS

The search identified 1970 publications, and 351 articles were eligible for data extraction and inclusion. In 2017, benzodiazepines and other tranquilizers were the third most commonly misused illicit or prescription drug in the U.S. (approximately 2.2% of the population). Worldwide rates of misuse appear to be similar to those reported in the U.S. Factors associated with misuse include other substance use, receipt of a benzodiazepine prescription, and psychiatric symptoms and disorders. Benzodiazepine misuse encompasses heterogeneous presentations of motives, patterns, and sources. Moreover, misuse is associated with myriad poor outcomes, including mortality, HIV/HCV risk behaviors, poor self-reported quality of life, criminality, and continued substance use during treatment.

CONCLUSIONS

Benzodiazepine misuse is a worldwide public health concern that is associated with a number of concerning consequences. Findings from the present review have implications for identifying subgroups who could benefit from prevention and treatment efforts, critical points for intervention, and treatment targets.

Clinical and Environmental Risk Factors for Bipolar Disorder: Review of Prospective Studies

After participating in this activity, learners should be better able to:• Evaluate factors that have been identified in prospective studies as predicting the onset of bipolar disorder ABSTRACT: The prodromal phase of bipolar disorder (BD) remains incompletely characterized, limiting early detection of BD and delaying interventions that might limit future morbidity and disability. Retrospective and family-risk studies have consistently found evidence of prodromal psychopathology in subjects later diagnosed with BD. Here, we review prospective studies of clinical risk factors and exposures identified before diagnosis of BD: our findings are consistent with those from retrospective and family-risk studies. Affective psychopathology often precedes diagnosis to suggest a homotypic trajectory in developing BD. Early non-affective (heterotypic) psychopathological disturbances, including anxiety and disruptive behavior disorders, as well as environmental factors and exposures, have been found in prospective studies to increase the risk of BD, but tend to lack specificity in predicting BD. Findings from prospective studies are encouragingly similar to those of retrospective and family-risk studies.

Untreated depression and non-medical use of prescription pain relievers: findings from the National Survey on Drug Use and Health 2008-2014

OBJECTIVES

Despite growing concerns for non-medical use of prescription pain relievers (NMUPPRs), little is known about the role of comorbid, untreated depressive disorders.

METHODS

We examined past year rates of NMUPPRs and major depressive episode (MDE), using data between 2008 and 2014 from the National Survey on Drug Use and Health for both youths (12-17 years) and adults (18 or older). Prevalence estimates with 95% confidence intervals were computed. Stratified analyses and generalized linear models were run to examine the association between NMUPPRs and MDE, controlling for treatments received for mental health and/or substance misuse. In order to explore whether MDE effect might change by treatment received, a model with an interaction term including MDE and treatment was fit.

RESULTS

Among respondents, about 9% (youths) and 7% (adults) reported past year MDE and about 6% (youths), and 4% (adults) NMUPPRs. About 1.2% (youths) and 0.7% (adults) reported both MDE and NMUPPRs. Those with past year MDE were more likely to report NMUPPRs (RR, 95%CI: 2.60, 2.42-2.80, and 2.64, 2.47-2.82, for youths and adults). Considering the any treatment/MDE interaction on NMUPPRs, MDE risk ratio for subjects who received some treatment (youths: adjusted risk ratio (ARR) = 1.15; adults: ARR = 1.25) was about 70-80% as compared with their untreated counterpart (youths: ARR = 1.57; adults: ARR = 1.54). The likelihood of reporting NMUPPRs amongst respondents who did not receive any treatment was higher for those with past year MDE (main effect: youths ARR = 1.57, p < 0.001; adults ARR = 1.54, p < 0.001).

CONCLUSION

Unrecognized and untreated depressive disorders should be considered for prevention, treatment, and policy implications in order to tackle NMUPPRs epidemic.

Epidemiology and risk factors for bipolar disorder

Bipolar disorder is a multifactorial illness with uncertain aetiology. Knowledge of potential risk factors enables clinicians to identify patients who are more likely to develop bipolar disorder, which directs further investigation, follow up and caution when prescribing. Ideally, identifying directly causative factors for bipolar disorder would enable intervention on an individual or population level to prevent the development of the illness, and improve outcomes through earlier treatment. This article reviews the epidemiology of bipolar disorder, along with putative demographic, genetic and environmental risk factors, while assessing the strength of these associations and to what extent they might be said to be 'causative'. While numerous genetic and environmental risk factors have been identified, the attributable risk of individual factors is often small, and most are not specific to bipolar disorder but are associated with several mental illnesses. Therefore, while some genetic and environmental factors have strong evidence supporting their association with bipolar disorder, fewer have sufficient evidence to establish causality. There is increasing interest in the role of specific gene-environment interactions, as well as the mechanisms by which risk factors interact to lead to bipolar disorder.

Characteristics of self-inflicted drug overdose deaths in North Carolina

BACKGROUND

Drug overdose mortality is a major public health concern in the United States, with prescription opioids contributing substantially to recent increases in drug overdose deaths. Compared to unintentional drug overdose deaths, relatively little data describes intentional self-inflicted drug overdose deaths (i.e., suicide by drug overdose). The aim of this study was to examine the characteristics of self-inflicted drug overdose deaths, overall and in comparison to unintentional drug overdose deaths.

METHODS

We linked vital statistics, prescription drug monitoring program, and toxicology data for self-inflicted and unintentional drug overdose deaths among North Carolina residents in 2012.

RESULTS

Most self-inflicted (79.2%) and unintentional (75.6%) drug overdose decedents had a prescription for a controlled substance within one year of death. Toxicology results revealed that antidepressants contributed to a significantly higher percent of self-inflicted compared to unintentional drug overdose deaths (45.0% vs. 8.1%). Among deaths in which commonly prescribed opioids (oxycodone, hydrocodone) or benzodiazepines (alprazolam, clonazepam) contributed to death, a significantly higher percent of self-inflicted drug overdose decedents had a prescription for the substance within 30days of death compared to unintentional drug overdose decedents.

CONCLUSIONS

The results highlight the use of prescription opioids, benzodiazepines, and antidepressants among self-inflicted drug overdose decedents. Importantly, the results indicate that self-inflicted drug overdose decedents were more likely than unintentional drug overdose decedents to have potential contact with the health care system in the weeks preceding death, offering an opportunity for professionals to identify and intervene on risk factors or signs of distress and potential for self-harm.

Depression Moderates the Relationship Between Pain and the Nonmedical Use of Opioid Medication Among Adult Outpatients

BACKGROUND

The nonmedical use of prescription medication among US adults is a growing public health problem. Healthcare providers should proactively address this problem in outpatient encounters.

OBJECTIVE

We sought to understand the interactive effects among prescription drugs, pain, and psychiatric symptoms among adult outpatients to build an empirical foundation for comprehensive screening.

METHODS

We screened 625 adult neurosurgery and orthopedic patients at a suburban satellite clinic of an urban academic medical center. A convenience sample was screened for psychiatric and substance use disorder symptoms using the American Psychiatric Association's recommended screening protocol. We tested whether psychiatric symptoms moderated the relationship between pain level and nonmedical use of prescription medicine.

RESULTS

Patients reported average levels of depression, anxiety, and pain symptoms, within 1 standard deviation of the screeners' normative data. However, patients reported highly elevated levels of nonmedical use of opioids and benzodiazapines compared with national data. Controlling for age, sex, and race, pain level predicted nonprescription use of opioid and benzodiazapine medications. Patients with high levels of depression and pain were more likely to engage in the unprescribed use of opioids. Likewise, patients with reduced levels of depression and pain were protected against the unprescribed use of opioids.

CONCLUSIONS

These findings highlight the importance of examining unprescribed medication use even with patients at moderate levels of psychiatric symptoms and pain.

Co-Occurrence of Substance use Disorders with other Psychiatric Disorders: Implications for Treatment Services

Introduction

This paper critically evaluates the literature on the co-occurrence of substance-use disorders (SUDs) with other psychiatric conditions. Our review considers the variety of different associations between the two, and suggests the implications of the literature for the design of treatment services that address both types of disorders. Methods: A narrative review of research and theory was conducted, covering epidemiology of co-occurring psychiatric disorders worldwide, mechanisms underlying co-occurrence, and treatment models. Results: Epidemiological research has documented a high prevalence of co-occurring disorders in both clinical samples and the general population, although the literature is based primarily on studies in high-income countries and some of the overlap might be due to the co-occurrence of milder forms of both types of disorders. Consistent with what has been reported in other reviews, we conclude that clients with co-occurring disorders tend to have a more severe course of illness, more severe health and social consequences, more difficulties in treatment, and worse treatment outcomes than clients with a single disorder; we address the implications of these findings for the design of treatment services. Conclusions: Much of the evidence shows that separately, treatments for both SUD and other psychiatric disorders are effective in reducing substance use and in improving behavioral, familial, and psychosocial outcomes. The evidence further suggests that these outcomes might be improved when treatment modalities are offered in combination within an integrated treatment plan that simultaneously addresses substance abuse and psychiatric problems. It is concluded that there is potentially more to be gained from taking a public health perspective and working on efforts to implement existing evidence-based practices at the systems level, than from the current tendency to look for ever more powerful individual-level interventions at the clinical level.

Trends in the association between prescribed and non-prescribed use of tranquillisers or sedatives among adolescents in 22 European countries

Aims

Tranquillisers and sedatives are valuable medicines with high misuse potential, increasingly used by adolescents without a doctor's prescription. We examined the changing association between lifetime non-prescribed use of tranquillisers or sedatives and their prescribed use in European adolescents in 2003-2011.

Design

Cross-sectional data from 199,231 16-year-old students were collected through anonymous questionnaires administered in schools in 22 European countries participating in the European School Survey Project on Alcohol and Other Drugs (ESPAD) in 2003, 2007 and 2011.

Results

Logistic regression analyses showed a modest increase in lifetime non-prescribed use of tranquillisers or sedatives (adjusted OR [AOR] = 1.08, 95% CI: 1.06-1.11, p < 0.001) and a decrease in prescribed use (AOR = 0.89, 95% CI: 0.87-0.91, p < 0.001) between 2003 and 2011. Adjusting for gender and survey year, any versus no prescribed use increased the odds tenfold for non-prescribed use (AOR = 10.15, 99% CI: 9.60-10.74, p < 0.001). Adjusting also for changes in cannabis use did not affect the strength of the association. Interactions of factors with survey year showed that between 2003 and 2011, there was an increase of 38% in the odds that tranquilliser or sedative misusers had not used these drugs also with a doctor's prescription (AOR = 1.38, 99% CI: 1.28-1.50, p < 0.001).

Conclusion

The waning strength of the association between prescribed and non-prescribed use of tranquillisers or sedatives among adolescents may suggest changes both in the patterns of use and the channels of diversion and access to this class of medication in Europe.

The role of environmental exposures as risk factors for bipolar disorder: A systematic review of longitudinal studies

BACKGROUND

The role of environmental risk factors in the development of bipolar disorder (BD) is not well characterized. We evaluate the prevalence, duration, and predictive value of environmental exposures for BD in longitudinal studies.

METHODS

We conducted a systematic search of PubMed, Scopus and PsychINFO databases until April 01, 2015, using the following words in combination: prenatal exposure; maternal exposure; trauma; childhood abuse; alcoholism; cannabis; smoking; cocaine; central stimulants; opioids; uv light; pollution; global warming; vitamin d AND bipolar disorder. Additional references were obtained through cross-referencing. We included (1) longitudinal cohort studies or case-control studies nested within longitudinal designs; (2) studies of subjects without lifetime BD diagnoses at initial assessment and a diagnosis of BD at follow-up by clinical or structured assessment. Familial-risk studies were excluded. We tabulated details of study-design, exposure, diagnostic criteria, risk of bipolar disorder expressed as odd ratio (OR), relative risk (RR) or hazard ratio (HR).

RESULTS

Of 2119 studies found, 22 met inclusion criteria. Risk factors identified can be grouped in 3 clusters: neurodevelopment (maternal influenza during pregnancy; indicators of fetal development), substances (cannabis, cocaine, other drugs - opioids, tranquilizers, stimulants, sedatives), physical/psychological stress (parental loss, adversities, abuses, brain injury).

LIMITATIONS

Heterogeneity of designs and methodology prevented the use of meta-analysis of the findings; studies did not provide sensitivity, specificity and predictive value of the risk factors identified; case-control studies classify cases based on diagnostic membership, but do not control for familial or genetic liability; methods for determining the exposures varied among studies.

CONCLUSION

Only preliminary evidence exists that exposure to viral infection, substances or trauma increase the likelihood of BD. Given the limited data available, the specificity, sensitivity and predictive value could not be computed. As exposures are sometimes amenable to prevention, further research is needed.

Clinical correlates of prescription opioid analgesic use in pregnancy

A 2012 committee opinion from the American College of Obstetricians and Gynecologists highlights the considerable increase in opioid addiction in recent years, yet little is known about clinical correlates of prescribed opioids among pregnant women. This study examines clinical and demographic factors associated with the use of opioid analgesics in pregnancy. Data were derived from a prospective cohort study of pregnant women. Participants were administered the Composite International Diagnostic Interview to identify depressive and anxiety disorders and data on medication use were gathered at three assessment points and classified according to the Anatomical Therapeutic Chemical Code (ATC) classification system ATC group N02A. Participants included 2,748 English or Spanish speaking pregnant women. Six percent (n = 165) of women used opioid analgesics at any point in pregnancy. More pregnant women using opioids met diagnostic criteria for major depressive disorder (16 vs. 8 % for non users), generalized anxiety disorder (18 vs. 9 % for non users), post-traumatic stress disorder (11 vs. 4 % for non users) and panic disorder (6 vs. 4 % for non users). Women who reported opioid use were also significantly more likely than non users to report using illicit drugs and almost three times as likely to report smoking cigarettes in the second or third trimester of pregnancy (4 and 23 %, respectively) as compared to non-opioid users (0.5 and 8 %). The use of opioids in pregnancy was associated with higher levels of psychiatric comorbidity and use of other substances as compared to non-opioid users.

The association between cannabis use and anxiety disorders: Results from a population-based representative sample

The cross-sectional association between cannabis use and anxiety disorders is well documented, yet less is known about the longitudinal association between the two. This study explored the association between cannabis use, cannabis use disorders (CUDs) and anxiety disorders in a 3-year prospective study. Data was drawn from waves 1 and 2 of the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC). Anxiety disorders, including generalized anxiety disorder, social anxiety, panic disorder and specific phobias, were controlled for at baseline. Initiation of cannabis use was defined as any cannabis use by former lifetime abstainers in the time period between baseline and follow-up, CUDs were defined as a diagnosis of cannabis abuse or dependence. Results indicate that cannabis use was not associated with increased incidence of any anxiety disorder (Adjusted Odds Ratio (AOR)=1.12(0.63-0.98)). Though heavy cannabis use was associated with increased incidence of social anxiety in most models, this was not fully retained in the final adjusted model (AOR=1.98(0.99-1.98)). Investigation of the association between baseline CUDs and anxiety disorders at follow-up revealed similar results. Any baseline anxiety disorder was not associated with future initiation of cannabis use (AOR=1.03(0.62-1.69)) or onset of a CUD (AOR=0.68(0.41-1.14)), yet individuals with baseline panic disorder were more prone to initiate cannabis use at follow-up (AOR=2.2(1.15-4.18)), possibly as a means of self-medication. Our findings suggest that cannabis use and CUDs are not associated with increased incidence of most anxiety disorders and inversely, most anxiety disorders are not associated with increased incidence of cannabis use or CUDs.

The National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) Waves 1 and 2: review and summary of findings

PURPOSE

The NESARC, a "third-generation" psychiatric epidemiologic survey that integrated detailed measures of alcohol and drug use and problems has been the data source for over >850 publications. A comprehensive review of NESARC findings and their implications is lacking.

METHOD

NESARC was a survey of 43,093 participants that covered alcohol, drug and psychiatric disorders, risk factors, and consequences. Wave 1 of the NESARC was conducted in 2001-2002. Three years later, Wave 2 follow-up re-interviews were conducted with 34,653 of the original participants. Scopus and Pubmed were used to search for NESARC papers, which were sorted into topic areas and summarized.

RESULT

The most common disorders were alcohol and posttraumatic stress disorders, and major depression. Females had more internalizing disorders and males had more externalizing disorders, although the preponderance of males with alcohol disorders (the "gender gap") was less pronounced than it was in previous decades. A race/ethnic "paradox" (lower risk among disadvantaged minorities than whites) remains unexplained. Younger participants had higher risk for substance and personality disorders, but not unipolar depressive or anxiety disorders. Psychiatric comorbidity was extensive and often formed latent trans-diagnostic domains. Since 1991-1992, risk for marijuana and prescription drug disorders increased, while smoking decreased, although smoking decreases were less pronounced among those with comorbidity. A nexus of comorbidity, social support, and stress predicted transitions in diagnostic status between Waves 1 and 2. Childhood maltreatment predicted psychopathology. Alcohol and drug use disorders were seldom treated; attitudinal barriers (little perceived need, perceived alcoholism stigma, pessimism about efficacy) were more important in predicting non-treatment than financial barriers.

CONCLUSIONS

Understanding comorbidity and the effects of early stressors will require research incorporating biologic components, e.g., genetic variants and brain imaging. The lack of treatment for alcohol and drug disorders, predicted by attitudinal rather than financial variables, suggests an urgent need for public and professional education to reduce the stigma associated with these disorders and increase knowledge of treatment options.

Patterns of major depression and nonmedical use of prescription opioids in the United States

INTRODUCTION

Recent epidemiologic studies have shown that nonmedical use of prescription opioids (NMUPO) and major depression frequently co-occur. Comorbid forms of drug use and mental illness such as NMUPO and depression pose a greater disease burden than either condition alone. However, sociodemographic and substance use differences between individuals with either NMUPO or depression and those with comorbid conditions have not yet been fully investigated.

METHODS

Data came from the 2011 and 2012 National Survey on Drug Use and Health (NSDUH). Adolescents and adults were examined independently because of differences in screening for major depressive episodes (MDE). Weighted multinomial logistic regression investigated differences between persons with either past-year NMUPO (4.0%) or MDE (5.5%) and those with comorbid NMUPO and MDE (0.6%), compared to persons with neither condition.

RESULTS

Females were more likely than males to report either MDE-alone and comorbid NMUPO and MDE, whereas adult men were marginally more likely to report NMUPO-alone (not significant among adolescents). Polydrug use and alcohol use disorders were more pronounced among those with comorbid NMUPO and MDE than persons with either NMUPO-alone or MDE-alone. Persons with independent and comorbid NMUPO and MDE were more likely to report lower income and unemployment versus employment.

CONCLUSIONS

This study found that independent and comorbid NMUPO and MDE were disproportionately clustered with burdens of lower socioeconomic position, suggesting that a population-based approach to address NMUPO would target these social determinants of health, whereas a high-risk approach to prevention should be tailored to females experiencing MDE symptoms and polydrug users.

Opioid abuse and depression in adolescents: Results from the National Survey on Drug Use and Health

OBJECTIVE

To investigate the association of major depressive episode (MDE) with nonmedical prescription opioid use (NMPOU) and opioid abuse/dependence among adolescents aged 12 to 17.

METHODS

We analyzed 5 years of data from the National Survey on Drug Use and Health (NSDUH). We used logistic regressions to study the relationship between MDE and NMPOU among all adolescents, as well as the relationship of MDE with opioid abuse/dependence among adolescents with NMPOU. Other covariates included: sociodemographics, alcohol abuse/dependence, nonopioid drug abuse/dependence, delinquency, school performance, religious services attendance, and family support/supervision.

RESULTS

In the sample of all adolescents, 6% reported past year NMPOU, and 8% reported past year MDE. When NMPOU and MDE were comorbid, MDE usually preceded the NMPOU. In the sample of adolescents with NMPOU, 15% reported past year opioid abuse/dependence, and 20% reported past year MDE. In adjusted logistic regression, MDE was associated with both NMPOU (OR=1.51, p<0.001) among all adolescents and opioid abuse/dependence (OR=2.18, p<0.001) among adolescents with NMPOU.

CONCLUSION

MDE occurs commonly in adolescents and is associated with NMPOU and opioid abuse/dependence. In terms of population attributable risk, which is a function of both the prevalence and the strength of the association, MDE is an important risk factor for NMPOU among adolescents and opioid abuse/dependence among adolescents with NMPOU. Preventive and clinical programs to decrease NMPOU and opioid abuse/dependence among adolescents should consider the prominent role of depression.

Prescription Drug Misuse and Sexual Risk Behaviors Among Young Men Who have Sex with Men (YMSM) in Philadelphia

This study examined the relationship between prescription drug misuse and sexual risk behaviors (i.e. unprotected sex, increased number of sex partners) in a sample of young men who have sex with men (YMSM) in Philadelphia. Data come from a cross-sectional study of 18-29 year old YMSM (N = 191) who misused prescription drugs in the past 6 months. Associations were investigated in two regression models: logistic models for unprotected anal intercourse (UAI) and zero-truncated Poisson regression model for number of sex partners. Of 177 participants engaging in anal intercourse in the past 6 months, 57.6 % engaged in UAI. After adjusting for socio-demographic variables and illicit drug use, misuse of prescription pain pills and muscle relaxants remained significantly associated with engaging in receptive UAI. No prescription drug class was associated with a high number of sex partners. This study provides additional evidence that some prescription drugs are associated with sexual risk behaviors among YMSM.

Prescription opioid misuse and mental health among young injection drug users

BACKGROUND

Prescription opioid (PO) misuse is a significant concern in the United States.

OBJECTIVES

This study describes the prevalence and timing of PO misuse, diagnoses of opiate abuse and dependence, and their associations with psychiatric disorders in a sample of young people who inject drugs (PWID).

METHODS

Participants were 570 young (18-25 years) PWID, primarily heroin users, recruited through outreach and respondent-driven sampling. Trained interviewers administered a semi-structured psychiatric interview. Diagnoses of substance use and mental disorders were based on DSM-IV diagnostic criteria.

RESULTS

Estimated rates of lifetime PO abuse and dependence were 19% and 17%, respectively. Past year PO misuse was significantly associated with anti-social personality disorder (ASPD, OR = 2.15, 95% CI 1.43-3.24), past year substance-induced major depression (SIMD, OR = 1.81, 95% CI 1.16-2.83), and prior post-traumatic stress disorder (PTSD, OR = 2.45, 95% CI 1.31-4.60). Among male PO users, PTSD was a significant predictor of PO abuse (prior, OR = 7.62, 95% CI 2.16-26.88; past year, OR = 21.67 95% CI 2.46-190.75), and dependence (prior, OR = 4.82, 95% CI 1.48-15.67; past year, OR = 9.65, 95% CI 1.75-53.32).

CONCLUSION

Among young PWID, PTSD is a significant risk factor for PO misuse for both men and women, and men with PTSD are in addition at increased risk for PO abuse and dependence. These findings have implications for harm reduction and substance abuse prevention efforts.

Frequency and severity of adverse drug reactions due to self-medication: a cross-sectional multicentre survey in emergency departments

Background

Little is known about the relation of adverse drug reactions (ADRs) to self-use of medications.

Objective

The aim of this study was to determine the frequency and severity of ADRs related to self-medication (ADR-SM) among emergency department (ED) patients and to describe their main characteristics.

Methods

A prospective, cross-sectional, observational study was conducted over a period of 8 weeks (1 March to 20 April 2010), in the ED of 11 French academic hospitals. Adult patients presenting to the ED during randomization periods were included, with the exception of cases of self-drug poisoning, inability to complete self-medication questionnaire, or refusal. Clinical outcomes were assessed as well as history of self-medication behaviours and all drugs taken. All doubtful files and those related to ADR-SM were systematically reviewed by an expert committee.

Results

A total of 3,027 of 4,661 patients presenting to the ED met the inclusion criteria. Of these, 84.4 % declared a self-medication behaviour, 63.7 % took at least one non-prescribed drug during the previous 2 weeks and 59.9 % took a prescribed medication. A total of 296 patients experienced an ADR (9.78 %), of which 52 (1.72 %) were related to self-medication. Those ADRs related to self-medication included prescribed drugs (n = 19), non-prescribed drugs (n = 17), treatment discontinuation (n = 14), and interactions between non-prescribed and prescribed drugs (n = 2). The ADRs attributed to non-prescribed drugs represented 1 % of all patients taking non-prescribed drugs (n = 1,927). ADR severity was significantly lower for those related to self-medication (p = .032).

Conclusion

Self-medication is frequent; its potential toxicity should not be neglected, taking into account the rate of adverse drug reactions in about 1 % of ED patient.

Electronic supplementary material

The online version of this article (doi:10.1007/s40264-013-0114-y) contains supplementary material, which is available to authorized users.

Age cohort differences in the nonmedical use of prescription zolpidem: findings from a nationally representative sample

BACKGROUND

Recent warnings from the FDA have highlighted the potential risks associated with zolpidem use. These risks may be especially acute in nonmedical users of zolpidem, but little work has examined the characteristics of such nonmedical users. This study aims to investigate the correlates of nonmedical use of zolpidem (NUPZ) across the lifespan and potential age cohort-based differences in NUPZ correlates.

METHODS

Data from the 2009-2011 versions of the National Survey on Drug Use and Health were used (n=174,667). Analyses used weighted design-based logistic regressions to examine a set of substance use and mental health correlates within five separate age cohorts and differences in correlate magnitude between these cohorts.

RESULTS

Most examined substance use and mental health variables were significant correlates of NUPZ, though odds ratio (OR) magnitude tended to drop with increasing age. Age-based differences were most apparent for substance use correlates of both lifetime and past year NUPZ, with significantly higher ORs in adolescent nonmedical users. Mental health variables operated more consistently across age, with OR magnitudes that were generally in the same range, regardless of age cohort.

CONCLUSIONS

Age-based differences in NUPZ correlates suggest motives may change for NUPZ through the lifespan, though this cannot be established with the cross-sectional data used in this work. Clinicians screening for NUPZ should emphasize such screening in high-risk individuals with substance use and/or mental health problems.

The association between nonmedical use of prescription medication status and change in health-related quality of life: results from a Nationally Representative Survey

BACKGROUND

Nonmedical use of prescription medication (NUPM) is associated cross-sectionally with a host of medical and psychosocial consequences. Few studies, however, have examined longitudinal outcomes based on NUPM indicators. This study aimed to address this gap by examining change in health-related quality of life as a function of NUPM status.

METHODS

Data are from waves 1 and 2 of the National Epidemiological Survey on Alcoholism and Related Conditions (NESARC) a household-based, nationally-representative survey of the US population. 34,653 participants who completed both NESARC waves were included in analyses. The primary outcome measure was the 12-item Short Form Health Survey (SF-12), with history of NUPM of opioids, tranquilizer/sedatives and stimulants (examined separately) at wave 1 and any NUPM between waves 1 and 2 used to group participants. Sociodemographic characteristics were used as control variables.

RESULTS

Across medication classes, results indicated that individuals who initiated NUPM between waves (initiators) had greater declines or smaller increases on many SF-12 scales, when compared to other groups. Individuals with a history of NUPM at wave 1 but no use between waves (quitters) and never users generally had the best outcomes in terms of change in SF-12 scales, with quitters making larger gains (or smaller losses) in mental health-related quality of life. Persistent users were generally intermediate between initiators and quitters or never users.

CONCLUSIONS

These data reinforce the importance of preventing NUPM initiation and of promoting NUPM cessation, highlighting the need for greater use of NUPM-related public health interventions.

Prescription medication misuse among HIV-infected individuals taking antiretroviral therapy

HIV has become a highly treatable disease due to advances in antiretroviral therapy (ART). Additionally, HIV-infected individuals often take opiates, barbiturates, and benzodiazepines to treat co-occurring conditions, including pain and symptoms of HIV. We sought to examine prescription medication misuse by surveying 295 HIV-infected patients receiving ART. Participants answered questions about their demographics, alcohol and other drug use, psychiatric diagnoses, ART adherence and side effects, and quality of life. Eleven percent of our sample acknowledged prescription medication misuse. In regression analysis, prescription medication misusers were more likely to report any drinking to intoxication (OR=4.31, 95% CI: 1.35-13.76, p=0.013), reported greater severity of ART side effects (OR=1.05, 95% CI: 1.01-1.10, p=0.041), and demonstrated poorer cognitive functioning (OR=0.97, 95% CI: 0.94-0.99, p=0.048) compared to those who did not misuse prescription medications. Special care should be taken by medical providers before prescribing medications that may be abused or diverted. Patients should also be screened for aberrant use, even if not prescribed. ART side effects, cognitive deficits, and alcohol abuse may serve as risk factors or indicators of prescription medication misuse, and should be monitored.

The nonmedical use of prescription medicines among high school students: a cross-sectional study in Southern China

OBJECTIVES

The objective of this study was to examine the prevalence of the nonmedical use of prescription medicines (NMUPM) and the association between NMUPM and demographic, family and school factors.

METHODS

A cross-sectional study was conducted from 2007 to 2009. A total of 21,672 middle and high school students were surveyed in seven cities of Guangdong Province. Self-reported NMUPM and information regarding family and school factors were collected. Multilevel logistic regression analyses were used to explore potentially influential factors.

RESULTS

Of the total sample, the mean age was 16 (±1.9) years. Approximately 6.0% of respondents reported lifetime NMUPM. The most common nonmedically used prescription drug among NMUPM users was scattered analgesics, at approximately 3.9%, followed by cough medicine with codeine (2.1%). Multilevel logistic regression analysis indicated that living arrangements, available money, social friends, and smoking were significantly correlated with NMUPM among boys and girls. Academic achievement and family relationships were only significantly correlated with NMUPM among girls, and communication with parents was only associated with NMUPM among boys.

CONCLUSIONS

These results indicate that NMUPM represented a considerable problem for particular subgroups of adolescents. A well-established surveillance system and target intervention programs are needed given the potential long-term negative outcomes of NMUPM.

Factors predicting development of opioid use disorders among individuals who receive an initial opioid prescription: mathematical modeling using a database of commercially-insured individuals

BACKGROUND

Prescription drug abuse in the United States and elsewhere in the world is increasing at an alarming rate with non-medical opioid use, in particular, increasing to epidemic proportions over the past two decades. It is imperative to identify individuals most likely to develop opioid abuse or dependence to inform large-scale, targeted prevention efforts.

METHODS

The present investigation utilized a large commercial insurance claims database to identify demographic, mental health, physical health, and healthcare service utilization variables that differentiate persons who receive an opioid abuse or dependence diagnosis within two years of filling an opioid prescription (OUDs) from those who do not receive such a diagnosis within the same time frame (non-OUDs).

RESULTS

When compared to non-OUDs, OUDs were more likely to: (1) be male (59.9% vs. 44.2% for non-OUDs) and younger (M=37.9 vs. 47.7); (2) have a prescription history of more opioids (1.7 vs. 1.2), and more days supply of opioids (M=272.5, vs. M=33.2; (3) have prescriptions filled at more pharmacies (M=3.3 per year vs. M=1.3); (4) have greater rates of psychiatric disorders; (5) utilize more medical and psychiatric services; and (6) be prescribed more concomitant medications. A predictive model incorporating these findings was 79.5% concordant with actual OUDs in the data set.

CONCLUSIONS

Understanding correlates of OUD development can help to predict risk and inform prevention efforts.

The latent structure and predictors of non-medical prescription drug use and prescription drug use disorders: a national study

BACKGROUND

Despite growing concerns about non-medical prescription drug use and prescription drug use disorders, whether vulnerability for these conditions is drug-specific or occurs through a shared liability and common risk factors is unknown.

METHODS

Exploratory and confirmatory factor analysis of Wave 1 of the National Epidemiologic Survey on Alcohol and Related Conditions were used to examine the latent structure of non-medical prescription drug use and prescription drug use disorders. Multiple Indicators Multiple Causes (MIMIC) analysis was used to examine whether the effect of sociodemographic and psychiatric covariates occurred through the latent factor, directly on each drug class or both.

RESULTS

A one-factor model described well the structure of both non-medical prescription drug use and prescription drug use disorders. Younger age, being White, having more intense pain or one of several psychiatric disorders increased the risk of non-medical prescription drug use through the latent factor. The same covariates, except for anxiety disorders also significantly increased the risk of prescription drug use disorders through the latent factor. Older age directly increased the risk of non-medical use of sedatives, and alcohol use disorders decreased the risk of non-medical tranquilizer use. No covariates had direct effects on the risk of any prescription drug use disorders beyond their effect through the latent factor.

CONCLUSION

The risk for non-medical prescription drug use and prescription drug use disorders occurs through a shared liability. Treatment, prevention and policy approaches directed at these drugs as a group maybe more effective than those focused on individual classes of drugs.

Gender differences in the relationship between gambling problems and the incidence of substance-use disorders in a nationally representative population sample

BACKGROUND

Cross-sectional studies have demonstrated gender-related differences in the associations between problem-gambling severity and substance-use disorders; however, these associations have not been examined longitudinally. We aimed to examine the prospective associations between problem-gambling severity and incident substance-use disorders in women versus men.

METHODS

Analyses were conducted using Wave-1 and Wave-2 NESARC data focusing on psychiatric diagnoses from 34,006 non-institutionalized US adults. Inclusionary criteria for pathological gambling were used to categorize Wave-1 participants as at-risk/problem gambling (ARPG) and non-ARPG (i.e. non-gambling/low-frequency gambling/low-risk gambling). Dependent variables included the three-year incidence of any substance-use disorder, alcohol-use disorders, nicotine dependence, drug-use disorders, prescription drug-use disorders, and illicit drug-use disorders.

RESULTS

Significant gender-by-ARPG status interactions were observed with respect to the three-year incidence of nicotine dependence and prescription drug-use disorders, and approached significance with respect to incident alcohol-use disorders. ARPG (relative to non-ARPG) was positively associated with nicotine dependence among women (OR=2.00; 95% CI=1.24-3.00). ARPG was negatively associated with incident prescription drug-use disorders among men (OR=0.30; 95% CI=0.10-0.88)). Finally, ARPG was positively associated with incident alcohol-use disorders among men (OR=2.20; 95% CI=1.39-3.48).

CONCLUSIONS

Gambling problems were associated with an increased 3-year incidence of nicotine dependence in women and alcohol dependence in men. These findings highlight the importance of considering gender in prevention and treatment initiatives for adults who are experiencing gambling problems. Moreover, the specific factors underlying the differential progressions of specific substance-use disorders in women and men with ARPG warrant identification.

Empirical derived AUD sub types in the US general population: a latent class analysis

AIMS

This study examined the homogenous expression of DSM-5-based alcohol use disorder (AUD) latent subtypes.

METHOD

Using data from the National Epidemiologic Survey of Alcohol and Related Conditions Wave 2 (n = 22,177) the typology was established utilising latent class analysis and the model was further validated by multivariate regression on a range of covariates.

RESULTS

Three AUD classes based on a severity gradient and one non-problematic class were the most parsimonious description of the data. These classes displayed both quantitative and qualitative differences on the covariates.

CONCLUSIONS

The resulting typology has high clinical utility, enhances AUD classification and adds to our understanding of AUD trajectories, prevention and treatment.

Coping and emotion regulation profiles as predictors of nonmedical prescription drug and illicit drug use among high-risk young adults

BACKGROUND

Deficits in the ability to organize, integrate, and modulate emotions, thoughts, and behaviors when dealing with stress have been found to be related to the onset and escalation of substance use among adolescents and young adults. However, limited research has focused on understanding how coping and emotion regulation tendencies might be associated with different patterns of prescription and illicit drug use, particularly among high-risk young adults who may already face additional challenges relative to lower-risk populations.

METHODS

Young adults aged 16-25 years who had misused prescription drugs within the past 90 days were interviewed in Los Angeles and New York. The current study utilized latent profile analysis to empirically derive coping and emotion regulation typologies/profiles that are then used to predict different patterns of substance use (N=560).

RESULTS

Four latent classes/groups were identified: (1) suppressors, (2) others-reliant copers, (3) self-reliant copers and (4) active copers. Distinct patterns of prescription and illicit drug misuse were found among different coping/emotion regulation profiles, including differences in age of initiation of opiates, tranquilizers, and illicit drugs, recent injection drug use, substance use-related problems, and past 90-day use of tranquilizers, heroin, and cocaine. Specifically, suppressors and others-reliant copers evidenced more problematic patterns of substance use compared to active copers.

CONCLUSION

This is among the first studies to show how coping and emotion regulation profiles predict distinct patterns of substance use. Results provide the groundwork for additional investigations that could have significant prevention and clinical implications for substance-using high-risk young adults.

Problem gambling severity and the incidence of Axis I psychopathology among older adults in the general population

To examine the longitudinal relationship between past-year problem-gambling severity and incident Axis I psychopathology among older adults (aged 55-90), analyses were conducted on data from the National Epidemiologic Study of Alcohol and Related Conditions (NESARC). This nationally-representative population-based survey was conducted in two waves (Wave 1, 2000-2001; and Wave 2, 2004-2005). Past-year problem-gambling severity at Wave 1 and incident Axis I psychopathology at Wave 2 were evaluated with the Alcohol Use Disorder and Associated Disabilities Interview Schedule-Diagnostic and Statistical Manual of Mental Disorders-Fourth Edition. Multivariate logistic regression modeling was conducted on groups categorized into low-frequency gambling/non-gambling (LFG/NG), low-risk gambling (LRG), and at-risk/problem/pathological gambling (ARPG) based on DSM-IV criteria for pathological gambling. Relative to LFG/NG, ARPG at Wave 1 was positively associated with the incidence of generalized anxiety disorder (OR = 2.51; p = .011) and any substance use disorder (OR = 2.61; p = .0036); LRG was negatively associated with the incidence of hypomania (OR = 0.33; p = .017). Models were adjusted for demographic characteristics, psychiatric comorbidity, health behaviors, physical health, and stressful life events assessed at baseline. While gambling may represent a positive activity for some older adults, data suggest that risky/problematic gambling behavior may be associated with the development of psychiatric problems in this population. Older-adult gamblers, as well as their clinicians, friends, and family, should be aware of potential risks associated with gambling, adopt strategies to prevent the onset of secondary disorders, and monitor themselves and others for signs of problems.

Non-medical use of prescription drugs among Mississippi youth: constitutional, psychological, and family factors

OBJECTIVE

The non-medical use of prescription drugs (NMUPD) among youth is a significant public health concern, ranking as the second most frequently used class of drug in youth after marijuana. Given the complex and multiple pathways that may lead to NMUPD in youth, this study examines predictors of NMUPD across constitutional, psychological, and family/peer domains.

METHOD

An ethnically diverse sample of 6790 youth in the 6th-12th grades enrolled in public schools throughout Mississippi completed a battery of questionnaires as part of a broader school-based mental health screening initiative in Mississippi (Behavioral Vital Signs Project).

RESULTS

The lifetime prevalence rate of NMUPD in our sample was 6.5%. Pain medications were the most commonly used (57%), followed by benzodiazepines (44%), prescription stimulants (e.g., Ritalin, Concerta, Focalin, Dexedrine; 37%), SSRIs (29%), and antipsychotics (24%). Almost a quarter of NMUPD youth used these drugs for 10days or more during the 30-day period prior to completing the survey, and 8% reported daily use. Binary logistic regression analyses revealed that race; grade level; anxiety, mood, and suicide-related symptoms; and substance use involvement significantly increased risk for NMUPD in youth.

CONCLUSIONS

NMUPD among youth is a clinically-relevant and multi-determined phenomenon. Findings from this study identify factors relevant to understanding youth NMUPD and also highlight the need for additional research and targeted prevention and intervention programs for NMUPD among youth.

Suicidal ideation and suicide attempt across stages of nonmedical prescription opioid use and presence of prescription opioid disorders among U.S. adults

OBJECTIVE

This study compares the likelihood of suicidal ideation and suicide attempt across stages of nonmedical prescription opioid use and by presence of prescription opioid disorders (dependence and/or abuse) among adult respondents.

METHOD

In the 2009 National Survey on Drug Use and Health, 37,933 adult respondents were asked if they had thought about suicide or had attempted suicide in the past year. The likelihood of ideation and attempt were compared across the following four categories: (a) those who never used prescription opioids, (b) former users, (c) persistent users, and (d) recent-onset users. Weighted multinomial logistic regressions were used to examine if these stages and presence of Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, criteria for prescription opioid disorders were associated with suicidal ideation and suicide attempt.

RESULTS

Five percent of respondents (n = 2,021) reported suicidal ideation; of these, 15% (n = 310) reported attempt. Former and persistent nonmedical prescription opioid users had greater odds of suicidal ideation than those who never used these medications nonmedically. The stages of prescription opioid use were not associated with suicide attempt. Presence of prescription opioid disorders among past-year prescription opioid users was associated with suicidal ideation but not suicide attempt.

CONCLUSIONS

The risk for suicidal ideation was greater in those who no longer used prescription opioids, in persistent users, and among nonmedical users who had a prescription opioid disorder compared with users without the disorder. The results suggest a need to continue monitoring for suicide risk even among those who have stopped using prescription opioids.