Substance Abuse and Addiction Commons^™

Enhancing Timeliness Of Drug Overdose Mortality Surveillance: A Machine Learning Approach, Patrick J. Ward, Peter J. Rock, Svetla Slavova, April M. Young, Terry L. Bunn, Ramakanth Kavuluru

Kentucky Injury Prevention and Research Center Faculty Publications

BACKGROUND: Timely data is key to effective public health responses to epidemics. Drug overdose deaths are identified in surveillance systems through ICD-10 codes present on death certificates. ICD-10 coding takes time, but free-text information is available on death certificates prior to ICD-10 coding. The objective of this study was to develop a machine learning method to classify free-text death certificates as drug overdoses to provide faster drug overdose mortality surveillance.

METHODS: Using 2017–2018 Kentucky death certificate data, free-text fields were tokenized and features were created from these tokens using natural language processing (NLP). Word, bigram, and trigram features were created …

The Importance Of Shared Language In Rural Behavioral Health Interventions: An Exploratory Linguistic Analysis, Michele Staton, Jennifer Cramer, Robert Walker, Claire Snell-Rood, Athena Kheibari

Behavioral Science Faculty Publications

A focus on the use of shared language to enhance congruence in interventionist-client dialogue is missing from traditional research on evidence-based practices and rural behavioral health. This study incorporates qualitative interactional sociolinguistics, which includes discourse analysis (typically written or audio recordings of face-to-face encounters with 11 clients and a study interventionist), to describe those speech patterns in a broad sense (dialect), as well as more specific use of communicative strategies to increase parity in the interaction between a rural interventionist delivering an evidence-based practice in the context of a research study with rural women opioid users in a non-therapeutic context. …

A Comparison Of Appalachian And Non-Appalachian Kentucky Dui Offenders, Megan F. Dickson, Megan Kissel, J. Matthew Webster

Journal of Appalachian Health

Background: Driving under the influence has been an overlooked consequence of the opioid epidemic. Although recent reports have highlighted the increased prevalence of DUI in rural communities and the extensive mental health problems and criminal and drug use histories among rural Appalachian DUI offenders, it is unclear how Appalachian DUI populations compare to DUI offenders in other regions.

Purpose: To help fill this void in the literature, the current study uses a statewide sample to examine how Appalachian DUI offenders differ from non-Appalachian DUI offenders in a predominantly rural state.

Methods: Assessment records were examined for 11,640 Kentucky DUI offenders …

Association Of Naloxone Coprescription Laws With Naloxone Prescription Dispensing In The United States, Minji Sohn, Jeffery C. Talbert, Zhengyan Huang, Michelle R. Lofwall, Patricia R. Freeman

Institute for Pharmaceutical Outcomes and Policy Faculty Publications

Importance: To mitigate the opioid overdose crisis, states have implemented a variety of legal interventions aimed at increasing access to the opioid antagonist naloxone. Recently, Virginia and Vermont mandated the coprescription of naloxone for potentially at-risk patients.

Objective: To assess the association between naloxone coprescription legal mandates and naloxone dispensing in retail pharmacies.

Design, Setting, and Participants: This was a population-based, state-level cohort study. The sample included all prescriptions dispensed for naloxone in the retail pharmacy setting contained in IQVIA's national prescription audit, which represents 90% of all retail pharmacies in the United States. The unit of observation was state-month …

Timely Linkage Of Individuals To Substance Use Disorder Treatment: Development, Implementation, And Evaluation Of Findhelpnowky.Org, Terry Lee Bunn, Dana Quesinberry, Tyler Jennings, Amber Kizewski, Heather Jackson, Sarah Mckee, Sarah Eustice

Kentucky Injury Prevention and Research Center Faculty Publications

Background: Substance use disorders (SUD) have steadily increased over the last two decades. Seeking SUD treatment involves searching SUD treatment facility types (inpatient, outpatient and intensive outpatient, residential and family residential, and detoxification facilities) that offer specialized SUD treatment depending on individual needs and preferences. Referrals to SUD treatment require innovative strategies that rapidly link individuals to SUD treatment when they are at the critical stage of readiness. The aim of this study was to develop, implement, and evaluate a user-friendly SUD treatment facility opening availability website called FindHelpNowKY.org. The objectives of the study were to 1) recruit SUD treatment …

Adgrl3 (Lphn3) Variants Predict Substance Use Disorder, Mauricio Arcos-Burgos, Jorge I. Vélez, Ariel F. Martinez, Marta Ribasés, Josep A. Ramos-Quiroga, Cristina Sánchez-Mora, Vanesa Richarte, Carlos Roncero, Bru Cormand, Noelia Fernández-Castillo, Miguel Casas, Francisco Lopera, David A. Pineda, Juan D. Palacio, Johan E. Acosta-López, Martha L. Cervantes-Henriquez, Manuel G. Sánchez-Rojas, Pedro J. Puentes-Rozo, Brooke S. G. Molina, Mta Cooperative Group, Margaret T. Boden, Deeann Wallis, Brett Lidbury, Saul Newman, Simon Easteal, James Swanson, Hardip Patel, Nora Volkow, Maria T. Acosta, Francisco X. Castellanos, Jose De Leon

Psychiatry Faculty Publications

Genetic factors are strongly implicated in the susceptibility to develop externalizing syndromes such as attention-deficit/hyperactivity disorder (ADHD), oppositional defiant disorder, conduct disorder, and substance use disorder (SUD). Variants in the ADGRL3 (LPHN3) gene predispose to ADHD and predict ADHD severity, disruptive behaviors comorbidity, long-term outcome, and response to treatment. In this study, we investigated whether variants within ADGRL3 are associated with SUD, a disorder that is frequently co-morbid with ADHD. Using family-based, case-control, and longitudinal samples from disparate regions of the world (n = 2698), recruited either for clinical, genetic epidemiological or pharmacogenomic studies of ADHD, we …

Patterns And Predictors Of Chronic Opioid Use In Older Adults: A Retrospective Cohort Study, Gyeon Oh, Erin L. Abner, David W. Fardo, Patricia R. Freeman, Daniela C. Moga

Epidemiology and Environmental Health Faculty Publications

Background

Given the controversy around the effectiveness of opioid treatment for chronic pain and the lack of detailed guidance for prescribing opioids in older adults, the objectives of this study were to estimate the trajectories and predictors of opioid use in older adults.

Methods

Data were extracted from the National Alzheimer’s Coordinating Center (2005–2017). Group-based trajectory modeling was used to identify the patterns of opioid use (any or strong) among participants age 65+. We used multivariable logistic regression with backward selection to evaluate demographics and comorbidities as potential predictors of trajectory membership.

Results

Among 13,059 participants, four trajectories were identified …

Effects Of Naltrexone On Alcohol And Nicotine Use In Female P Rats, Usman Z. Hamid, Sarah E. Maggio, Meredith A. Saunders, Kimberly Nixon, Mark A. Prendergast, Richard L. Bell, Michael T. Bardo

Posters-at-the-Capitol Presentations

The objective of the present study was to determine the effectiveness of the opioid antagonist naltrexone at reducing the consumption of EtOH and nicotine in female alcohol-preferring (P) rats. P rats have been selectively bred to have a genetic predisposition for alcohol abuse, which allows them to be used as an animal model of alcoholism. P rats readily self-administer i.v nicotine (Le et al., 2016), have EtOH consumption during adolescence that is similar to that seen in adulthood, and operantly respond for EtOH until they are impaired/intoxicated (Bell et al., 2006). Thus, P rats are a useful model for studying …

Developing A Workflow To Evaluate Medications For Repurposing Using Health Claims Data: Application To Substance Use Disorders, Emily Ruth Hankosky

Theses and Dissertations--Pharmacy

Healthcare big data are a growing source of real-world data with which to identify and validate medications with repurposing potential. Previously, we developed a claims-based workflow to evaluate medications with potential to treat stimulant use disorders. In order to test the workflow, the framework was applied in the context of opioid use disorders (OUDs), for which there are medications with known efficacy. Using the Truven Marketscan Commercial Claims Database, a nested case-control analysis was conducted to determine the association between OUD medications (buprenorphine, naltrexone) and remission. Cases were defined as enrollees with a remission diagnosis and matched (1:4) to controls …

A Pilot Study Of A Multiple Health Behavior Change Intervention For Smokers, Srihari Seshadri

Theses and Dissertations--Clinical and Translational Science

Background: Being both obese and a smoker increases the probability of developing type 2 diabetes, cardiovascular disease, and cancer, diseases that impact Kentucky residents disproportionately. Kentucky (KY) has a high incidence of obesity (34.2%) and smoking (24.5 %). Weight gain associated with smoking cessation also can undermine health benefits of quitting, and may lead to smoking relapse.

Aim: The aim of the pilot study was to implement and evaluate a Multiple Health Behavioral Change (MHBC) program that combines Cooper Clayton Method to Stop Smoking (CCMSS) and the Diabetes Prevention Program (DPP) for weight control.

Method: A 15-week intervention was administered …

Impact Of Prescription Opioid Access Restrictions On Alcohol-Induced Mortality In Kentucky, Changwe Park

MPA/MPP/MPFM Capstone Projects

Prescription drug monitoring programs (PDMPs) are state policy tools to combat risky opioid prescribing. Since 2012, several states began to mandate PDMP use. As mandating use laws have settled down, evaluating potential adverse events becomes possible.

In this study, I focus on alcohol-induced mortality as a potential unintended consequence via substituting alcohol for prescription opioids, since alcohol and opioids are often concurrently misused as a part of pain self-management. Therefore, the aim of this study is to analyze the unintended consequences of prescription opioid access restrictions on alcohol-induced mortality.

I compare the alcohol-induced mortality among adults during pre- and post-revision …

Neurobehavioral Measurements Of Natural And Opioid Reward Value, Aaron Paul Smith

Theses and Dissertations--Psychology

In the last decade, (non)prescription opioid abuse, opioid use disorder (OUD) diagnoses, and opioid-related overdoses have risen and represent a significant public health concern. One method of understanding OUD is as a disorder of choice that requires choosing opioid rewards at the expense of other nondrug rewards. The characterization of OUD as a disorder of choice is important as it implicates decision- making processes as therapeutic targets, such as the valuation of opioid rewards. However, reward-value measurement and interpretation are traditionally different in substance abuse research compared to related fields such as economics, animal behavior, and neuroeconomics and may be …

Measuring Glutamate And Oxygen In Brain Reward Circuits In Animal Models Of Cocaine Abuse And Decision-Making, Seth Richard Batten

Theses and Dissertations--Psychology

Drug-specific reward and associated effects on neural signaling are often studied between subjects, where one group self-administers drug and a separate group self-administers a natural reinforcer. However, exposure to drugs of abuse can cause long-term neural adaptations that can affect how an organism responds to drug reward, natural reward, and their reward-associated stimuli. Thus, to isolate drug-specific effects it is important to use models that expose the same organism to all of the aforementioned. Multiple schedules provide a means of dissociating the rewarding effects of a drug from the rewarding effects of food within a single animal. Further, drug users …

Polysubstance Opioid Use In A Justice-Involved Population: An Analysis Of Patterns And Reentry Outcomes, Amanda Marie Bunting

Theses and Dissertations--Sociology

The public health crisis surrounding opioid use is pronounced among justice-involved populations, who face high rates of overdose mortality as well as HIV, and hepatitis C due to injection drug use. The majority of opioid-related overdoses are due to polysubstance use (PSU), and a better understanding of the prevalence and patterns of PSU are necessary in order to inform interventions. This dissertation project has three aims: (1) understand the patterns of opioid PSU among a justice-involved population, (2) identify PSU patterns most at-risk for post-release relapse, and (3) examine engagement in post-release health service utilization. Post-release aims are guided by …

The Effect Of Narrative Medicine Combined With Medication Assisted Treatment On Decreasing The Desire To Use Intravenous Substances In Hospitalized Patients With Infective Endocarditis, Paula Works

DNP Projects

Substance abuse is a significant problem that spans the nation. Of particular concern is the growing population of patients at UK HealthCare who have endocarditis as a complication from IV substance abuse.

PURPOSE: The aims of this study were

1. To assess the effect of narrative medicine combined with MAT, compared to MAT alone, on desire to use in hospitalized patients with a history of IV substance use
2. To examine the changes in quality of life before and after the introduction of narrative medicine in hospitalized patients with a history of IV substance abuse using The Quality of Life Scale (QOLS). …

Clinician Identified Barriers To Treatment For Individuals In Appalachia With Opioid Use Disorder Following Release From Prison: A Social Ecological Approach, Amanda M. Bunting, Carrie B. Oser, Michele Staton, Katherine S. Eddens, Hannah K. Knudsen

Sociology Faculty Publications

Background: The non-medical use of opioids has reached epidemic levels nationwide, and rural areas have been particularly affected by increasing rates of overdose mortality as well as increases in the prison population. Individuals with opioid use disorder (OUD) are at increased risk for relapse and overdose upon reentry to the community due to decreased tolerance during incarceration. It is crucial to identify barriers to substance use disorder treatment post-release from prison because treatment can be particularly difficult to access in resource-limited rural Appalachia.

Methods: A social ecological framework was utilized to examine barriers to community-based substance use treatment among individuals …

Blocking Drug Activation As A Therapeutic Strategy To Attenuate Acute Toxicity And Physiological Effects Of Heroin, Ting Zhang, Xirong Zheng, Kyungbo Kim, Fang Zheng, Chang-Guo Zhan

Molecular Modeling and Biopharmaceutical Center Faculty Publications

Heroin is a growing national crisis in America. There is an increasing frequency of heroin overdoses. All of the currently used therapeutic approaches to treatment of heroin abuse and other opioid drugs of abuse focus on antagonizing a brain receptor (particularly µ-opiate receptors). However, it has been known that the therapeutic use of certain µ-opiate receptor antagonist may actually increase heroin overdose. Once overdosed, heroin addicts may continue to get overdosed again and again until fatal. Here we report our design and validation of a novel therapeutic strategy targeting heroin activation based on our analysis of the chemical transformation and …

Perceived Importance Of Substance Use Prevention In Juvenile Justice: A Multi-Level Analysis, Jessica M. Sales, Gail Wasserman, Katherine S. Elkington, Wayne Lehman, Sheena Gardner, Larkin Mcreynolds, Tisha Wiley, Hannah K. Knudsen

Behavioral Science Faculty Publications

Background: Youth under juvenile justice (JJ) supervision are at high-risk of adverse outcomes from substance use, making prevention important. Few studies have examined prevention-related attitudes of JJ employees, yet such attitudes may be important for implementing prevention programs. Attitudes toward prevention may reflect individual characteristics and organizational contexts.

Methods: Mixed effects regression was used to analyze data from 492 employees in 36 sites participating in the Juvenile Justice-Translational Research on Interventions for Adolescents in the Legal System (JJ-TRIALS) cooperative agreement. JJ employees' perceived importance of substance use prevention was measured. Staff-level variables included attitudes, job type, and demographic characteristics. Site-level …

A Model For Rigorously Applying The Exploration, Preparation, Implementation, Sustainment (Epis) Framework In The Design And Measurement Of A Large Scale Collaborative Multi-Site Study, Jennifer E. Becan, John P. Bartkowski, Danica K. Knight, Tisha R. A. Wiley, Ralph Diclemente, Lori Ducharme, Wayne N. Welsh, Diana Bowser, Kathryn Mccollister, Matthew Hiller, Anne C. Spaulding, Patrick M. Flynn, Andrea Swartzendruber, Megan F. Dickson, Jacqueline Horan Fisher, Gregory A. Aarons

Center on Drug and Alcohol Research Faculty Publications

Background

This paper describes the means by which a United States National Institute on Drug Abuse (NIDA)-funded cooperative, Juvenile Justice-Translational Research on Interventions for Adolescents in the Legal System (JJ-TRIALS), utilized an established implementation science framework in conducting a multi-site, multi-research center implementation intervention initiative. The initiative aimed to bolster the ability of juvenile justice agencies to address unmet client needs related to substance use while enhancing inter-organizational relationships between juvenile justice and local behavioral health partners.

Methods

The EPIS (Exploration, Preparation, Implementation, Sustainment) framework was selected and utilized as the guiding model from inception through project completion; including the …

A Systematic Review Of Consumer Preference For E-Cigarette Attributes: Flavor, Nicotine Strength, And Type, Samane Zare, Mehdi Nemati, Yuqing Zheng

Agricultural Economics Faculty Publications

Objective

Systematic review of research examining consumer preference for the main electronic cigarette (e-cigarette) attributes namely flavor, nicotine strength, and type.

Method

A systematic search of peer-reviewed articles resulted in a pool of 12,933 articles. We included only articles that meet all the selection criteria: (1) peer-reviewed, (2) written in English, and (3) addressed consumer preference for one or more of the e-cigarette attributes including flavor, strength, and type.

Results

66 articles met the inclusion criteria for this review. Consumers preferred flavored e-cigarettes, and such preference varied with age groups and smoking status. We also found that several flavors were …

The Epidemic Of Neonatal Abstinence Syndrome, Historical References Of Its Origins, Assessment, And Management, Enrique Gomez-Pomar, Loretta P. Finnegan

Pediatrics Faculty Publications

Neonatal abstinence syndrome (NAS) refers to a constellation of signs that are present in some newborn infants resulting from the abrupt cessation of passive transfer of maternal opioids used during pregnancy. The classic NAS refers to infants born to mothers who used opioids during pregnancy, but the term has broadened to include infants whose mothers have used or abused other psychoactive substances during pregnancy that contribute to the expression of the syndrome. Pregnant women who use opioids do so illicitly, and/or as medically prescribed for pain relief, and/or as medication assisted treatment for opioid dependence. The first case of NAS …

Modified Single Prolonged Stress Reduces Cocaine Self-Administration During Acquisition Regardless Of Rearing Environment, Rebecca S. Hofford, Mark A. Prendergast, Michael T. Bardo

Psychology Faculty Publications

Until recently, there were few rodent models available to study the interaction of post-traumatic stress disorder (PTSD) and drug taking. Like PTSD, single prolonged stress (SPS) produces hypothalamic-pituitary-adrenal (HPA) axis dysfunction and alters psychostimulant self-administration. Other stressors, such as isolation stress, also alter psychostimulant self-administration. However, it is currently unknown if isolation housing combined with SPS can alter the acquisition or maintenance of cocaine self-administration. The current study applied modified SPS (modSPS; two hours restraint immediately followed by cold swim stress) to rats raised in an isolation condition (Iso), enrichment condition (Enr), or standard condition (Std) to measure changes in …

The Winding Road To Relapse: Forging A New Understanding Of Cue-Induced Reinstatement Models And Their Associated Neural Mechanisms, Mark D. Namba, Seven E. Tomek, M. Foster Olive, Joshua S. Beckmann, Cassandra D. Gipson

Psychology Faculty Publications

In drug addiction, cues previously associated with drug use can produce craving and frequently trigger the resumption of drug taking in individuals vulnerable to relapse. Environmental stimuli associated with drugs or natural reinforcers can become reliably conditioned to increase behavior that was previously reinforced. In preclinical models of addiction, these cues enhance both drug self-administration and reinstatement of drug seeking. In this review, we will dissociate the roles of conditioned stimuli as reinforcers from their modulatory or discriminative functions in producing drug-seeking behavior. As well, we will examine possible differences in neurobiological encoding underlying these functional differences. Specifically, we will …

A Qualitative Analysis Of Gabapentin Misuse And Diversion Among People Who Use Drugs In Appalachian Kentucky, Rachel Vickers Smith, Elaine M. Boland, April M. Young, Michelle R. Lofwall, Alexa Quiroz, Michele Staton, Jennifer R. Havens

Center on Drug and Alcohol Research Faculty Publications

Gabapentin, an anticonvulsant and analgesic for postherpetic neuralgia, has been thought to have no abuse potential despite numerous published reports to the contrary. Gabapentin has been linked with impaired driving and opioid use, highlighting the need to more fully understand its risk profile. Thirty-three individuals reporting recent nonmedical use of gabapentin were recruited from two ongoing longitudinal studies of drug users in Appalachian Kentucky to participate in focus groups. Four sessions were held (two in the community and two in jail settings), during which participants responded to questions regarding their personal experiences with gabapentin misuse. Focus group participants were similar …

Quitting Together: Formative Research To Develop A Social Marketing Plan For Smoking Cessation Among Women In A Residential Treatment Facility For Substance Abuse Recovery, August D. Anderson

Theses and Dissertations--Communication

Both smoking addiction and illicit substance abuse are prevalent issues in the United States today. Furthermore, these are issues that have significant impact on women’s health and mental state. Despite research that shows that smoking cessation coupled with substance abuse recovery can decrease likelihood of relapse post-recovery, few substance abuse recovery facilities today offer smoking cessation programming options. To address the issue of smoking addiction on top of substance abuse recovery, formative research was conducted through this study to determine the underlying causes of smoking habits coupled with recovery efforts and the attitudes. Through focus group sessions with women in …

Development And Preclinical Evaluation Of Long-Lasting Cocaine Hydrolases For Cocaine Overdose And Cocaine Use Disorder Treatment, Ting Zhang

Theses and Dissertations--Pharmacy

Cocaine is a plant-based illicit drug commonly involved in substance use disorder. Although cocaine overdose and cocaine use disorders cause adverse health consequences to individuals and the economic burden on their family and society, there are no FDA (Food and Drug Administration) approved medications for treatment. Recently, it has been recognized that delivery of cocaine hydrolase (CocH) is a promising therapeutic strategy. Human butyrylcholinesterase (hBChE), the primary enzyme involved in cocaine metabolism in human, have advantages over other candidates for the development of CocH. Previous studies in our laboratory have designed and characterized hBChE mutants that have ~4,000-fold improved catalytic …

Evaluation Of A Peer Mentor Program On Adult Heroin Overdose Patients In The Emergency Department, Christina Schipper

DNP Projects

Abstract

PURPOSE: According to the Centers for Disease Control and Prevention (CDC), the rate of heroin use and heroin overdoses has greatly increased in the last decade, regardless of sex, age, race or income. The emergency department (ED) is a common place heroin users present, often as an overdose or due to a complication from their drug use. To address the current opioid epidemic, the CDC calls for increased access to substance abuse treatment services. Peer Mentors placed in the ED serve as a link for the patient to recovery services. The purpose of this study is to evaluate the …

Efforts To Reduce Concomitant Opioid And Benzodiazepine Prescribing At The Lexington Veterans Affairs Medical Center, Kaitlyn A. Staton

MPA/MPP/MPFM Capstone Projects

The United States is in the throes of an opioid epidemic. Any person who uses an opioid medication may experience an intentional or unintentional overdose. An overdose is more likely to occur when an individual ingests an opioid in combination with certain classes of medications, such as benzodiazepines or nonbenzodiazepines (Z-drugs). These medications are more likely to cause sedation and respiratory depression when taken together. Veterans, due to their unique mental and physical health challenges, are more likely to experience an overdose when they receive a combination of opioid therapy with benzodiazepine or Z-drug therapy as opposed to a single …

Cocaine Choice: A Novel Procedure For Investigating Neuronal Activation Mediating Cocaine Preference, Jonathan Jenn-Sheng Chow

Theses and Dissertations--Psychology

Cocaine use disorder is a significant health problem, negatively impacting individuals afflicted. While preclinical self-administration research has provided invaluable insight into the neurobehavioral mechanisms that underlie cocaine abuse, cocaine use outside of the laboratory occurs within an environment where other goods are also available ubiquitously. Although there is an ever-increasing literature investigating drug vs. non-drug choice in rodent models and how alternative goods can compete with the subjective value of cocaine, the neurobiological mechanisms that are associated with cocaine preference remains largely unknown. Additionally, current drug vs. non-drug choice studies use procedures that confound preference with intake, such that preference …

Evaluating The Relationship Between Phq9 And Global Pain Scale (Gps) Scores In Opioid Dependent Adults: A Retrospective Correlational Study, Lori Nolan

DNP Projects

Background: Depression, chronic pain and opioid dependence are conditions commonly encountered in primary care settings. These comorbidities create treatment challenges while negatively influencing outcomes of care. The Patient Health Questionnaire (PHQ9) and Global Pain Scale (GPS) are valid screening tools used to score depression and pain symptoms. The purpose of this study was to determine the relationship between the PHQ9 and Global Pain Scale (GPS) scores in opioid dependent adults with chronic pain to determine whether both tools are necessary.

Methods: This was a descriptive study using a retrospective correlational research design. Data was obtained from the electronic medical records …