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Sogbesan A, Lenz D, Lister JJ, Lundahl LH, Greenwald MK, Woodcock EA. Mediational pathways among drug use initiation, use-related consequences, and quit attempts. Drug Alcohol Depend Rep 2024; 11:100229. [PMID: 38638305 PMCID: PMC11024908 DOI: 10.1016/j.dadr.2024.100229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 03/28/2024] [Accepted: 04/01/2024] [Indexed: 04/20/2024]
Abstract
Background Factors that predict attempts to discontinue drug use are clinically relevant and may inform treatment. This study investigated drug use-related consequences as a predictor of drug quit attempts and treatment seeking among two cohorts of persons who use drugs. Methods Drug use and clinical characteristics were assessed among persons who use cocaine (N=176; urine-verified; 'Cocaine Cohort') and among those who use heroin (N=166; urine-verified; 'Heroin Cohort'). Mediation analyses assessed relationships among age at initial drug use, adverse drug-specific use-related consequences, and drug-specific quit attempts, separately for each cohort. Forward conditional logistic regression models evaluated drug use and clinical symptom scores as predictors of drug-specific treatment seeking. Results Controlling for age, mediation models showed that drug use consequences fully mediated the relationship between age at initial drug use and number of drug-specific quit attempts for the 'Cocaine Cohort' and 'Heroin Cohort' (R2=0.30, p<.001; R2=0.17, p<.001; respectively). Reporting more consequences predicted more quit attempts in each cohort, accounting for duration of use (ps<.001). Reporting more consequences also predicted greater likelihood of seeking drug use treatment (ps<.001) and was associated with more severe clinical symptoms in each cohort (ps<.05). Conclusions Using a parallel analysis design, we showed that reporting more drug-specific use-related consequences predicted more drug-specific quit attempts and greater likelihood to seek treatment in two cohorts: persons who use cocaine and those who use heroin. Our findings suggest that experiencing more drug use consequences predicts more attempts to seek drug abstinence and that assessment of consequences may be informative for treatment.
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Affiliation(s)
- Adura Sogbesan
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Danielle Lenz
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Jamey J. Lister
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
- School of Social Work, Rutgers University, New Brunswick, NJ, USA
| | - Leslie H. Lundahl
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
- Department of Pharmacy Practice, Wayne State University, Detroit, MI, USA
| | - Eric A. Woodcock
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
- Department of Pharmacology, Wayne State University, Detroit, MI, USA
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Browning L, Cannoy CN, Moses TEH, Lundahl LH, Ledgerwood DM, Greenwald MK. Attention-deficit/hyperactivity disorder combined subtype exacerbates opioid use disorder consequences: Mediation by impulsive phenotypes. Drug Alcohol Depend 2024; 259:111292. [PMID: 38640865 DOI: 10.1016/j.drugalcdep.2024.111292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 02/28/2024] [Accepted: 04/06/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is highly prevalent and associated with opioid use disorder (OUD). Yet, little is known about the mechanisms by which ADHD (which is a heterogeneous construct/diagnosis) might alter the trajectory of OUD outcomes in persons who use heroin. AIM We examined whether ADHD subtypes are related to heroin-use consequences and the extent to which the effects of ADHD on lifetime heroin-use consequences are mediated by two impulsivity factors that may be partly independent of ADHD: foreshortened time perspective and drug-use impulsivity. METHODS Individuals who reported regular heroin use (N=250) were screened using the Assessment of Hyperactivity and Attention (AHA), Impulsive Relapse Questionnaire (IRQ), Stanford Time Perception Inventory (STPI), and a comprehensive assessment of lifetime and current substance use and substance-related consequences. This secondary analysis examined whether ADHD or intermediate phenotypes predicted heroin-use consequences. RESULTS Relative to participants whose AHA scores indicated lifetime absence of ADHD (n=88), those with scores indicating persistent ADHD (childhood and adult, n=62) endorsed significantly more total lifetime heroin-use consequences despite comparable heroin-use severity. Likewise, there was a significant indirect effect of the combined ADHD subtype in childhood on lifetime heroin-use consequences. This effect was mediated by STPI scores indicating less future (and more hedonism in the present) temporal orientation and by IRQ scores indicating less capacity for delaying drug use. CONCLUSION The combined ADHD subtype is significantly associated with lifetime heroin-use consequences, and this effect is mediated through higher drug-use impulsivity (less capacity for delay) and lower future temporal orientation.
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Affiliation(s)
- Liam Browning
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Ciara N Cannoy
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Tabitha E H Moses
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Leslie H Lundahl
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - David M Ledgerwood
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Mark K Greenwald
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA.
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Greenwald MK, Sogbesan T, Moses TEH. Relationship between opioid cross-tolerance during buprenorphine stabilization and return to opioid use during buprenorphine dose tapering. Psychopharmacology (Berl) 2024:10.1007/s00213-024-06549-1. [PMID: 38326506 DOI: 10.1007/s00213-024-06549-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/31/2024] [Indexed: 02/09/2024]
Abstract
RATIONALE Opioid injection drug use (IDU) has been linked to a more severe pattern of use (e.g. tolerance, overdose risk) and shorter retention in treatment, which may undermine abstinence attempts. OBJECTIVES This secondary data analysis of four human laboratory studies investigated whether current opioid IDU modulates subjective abuse liability responses to high-dose hydromorphone during intermediate-dose buprenorphine stabilization (designed to suppress withdrawal but allow surmountable agonist effects), and whether hydromorphone response magnitude predicts latency of return to opioid use during buprenorphine dose-tapering. METHODS Regular heroin users not currently seeking treatment (n = 54; 29 current injectors, 25 non-injectors) were stabilized on 8-mg/day sublingual buprenorphine and assessed for subjective responses (e.g. 'liking', craving) to hydromorphone 24-mg intramuscular challenge (administered 16-hr post-buprenorphine) under randomized, double-blinded, controlled conditions. A subgroup (n = 35) subsequently completed a standardized 3-week outpatient buprenorphine dose-taper, paired with opioid-abstinent contingent reinforcement, and were assessed for return to opioid use based on thrice-weekly urinalysis and self-report. RESULTS During buprenorphine stabilization, IDU reported lower 'liking' of buprenorphine and post-hydromorphone peak 'liking', 'good effect' and 'high' compared to non-IDU. Less hydromorphone peak increase-from-baseline in 'liking' (which correlated with less hydromorphone-induced craving suppression) predicted significantly faster return to opioid use during buprenorphine dose-tapering. CONCLUSIONS In these buprenorphine-stabilized regular heroin users, IDU is associated with attenuated 'liking' response (more cross-tolerance) to buprenorphine and to high-dose hydromorphone challenge and, in turn, this cross-tolerance (but not IDU) predicts faster return to opioid use. Further research should examine mechanisms that link cross-tolerance to treatment response.
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Affiliation(s)
- Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Tolan Park Medical Building, 3901 Chrysler Service Drive, Suite 2A, Detroit, MI, 48201, USA.
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Greenwald MK, Wiest KL, Haight BR, Laffont CM, Zhao Y. Examining the benefit of a higher maintenance dose of extended-release buprenorphine in opioid-injecting participants treated for opioid use disorder. Harm Reduct J 2023; 20:173. [PMID: 38042801 PMCID: PMC10693082 DOI: 10.1186/s12954-023-00906-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 11/17/2023] [Indexed: 12/04/2023] Open
Abstract
BACKGROUND BUP-XR (SUBLOCADE®) is the first buprenorphine extended-release subcutaneous injection approved in the USA for monthly treatment of moderate-to-severe opioid use disorder (OUD). Among patients with OUD, those who inject or use high doses of opioids likely require higher doses of buprenorphine to maximize treatment efficacy. The objective of this analysis was to compare the efficacy and safety of 100-mg versus 300-mg maintenance doses of BUP-XR in OUD patients who inject opioids. METHODS This was a secondary analysis of a randomized, double-blind, placebo-controlled study in which adults with moderate or severe OUD received monthly injections of BUP-XR (2 × 300-mg doses, then 4 × 100-mg or 300-mg maintenance doses) or placebo for 24 weeks. Abstinence was defined as opioid-negative urine drug screens combined with negative self-reports collected weekly. Each participant's percentage abstinence was calculated after the first, second, and third maintenance doses in opioid-injecting and non-injecting participants. The proportion of participants achieving opioid abstinence in each group was also calculated weekly. Treatment retention rate following the first maintenance dose was estimated for opioid-injecting participants with Kaplan-Meier method. Risk-adjusted comparisons were made via inverse propensity weighting using propensity scores. Buprenorphine plasma concentration-time profiles were compared between injecting and non-injecting participants. The percentages of participants reporting treatment-emergent adverse events were compared between maintenance dose groups within injecting and non-injecting participants separately. RESULTS BUP-XR 100-mg and 300-mg maintenance doses were equally effective in non-injecting participants. However, in opioid-injecting participants, the 300-mg maintenance dose delivered clinically meaningful improvements over the 100-mg maintenance dose for treatment retention and opioid abstinence. Exposure-response analyses confirmed that injecting participants would require higher buprenorphine plasma concentrations compared to non-injecting opioid participants to achieve similar efficacy in terms of opioid abstinence. Importantly, both 100- and 300-mg maintenance doses had comparable safety profiles, including hepatic safety events. CONCLUSIONS These analyses show clear benefits of the 300-mg maintenance dose in injecting participants, while no additional benefit was observed in non-injecting participants relative to the 100-mg maintenance dose. This is an important finding as opioid-injecting participants represent a high-risk and difficult-to-treat population. Optimal buprenorphine dosing in this population might facilitate harm reduction by improving abstinence and treatment retention. TRIAL REGISTRATION ClinicalTrials.gov, NCT02357901.
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Affiliation(s)
- Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA.
| | | | | | | | - Yue Zhao
- Indivior, Inc., North Chesterfield, VA, USA
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Woodcock EA, Greenwald MK, Chen I, Feng D, Cohn JA, Lundahl LH. HIV chronicity as a predictor of hippocampal memory deficits in daily cannabis users living with HIV. Drug Alcohol Depend Rep 2023; 9:100189. [PMID: 37736522 PMCID: PMC10509297 DOI: 10.1016/j.dadr.2023.100189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 08/29/2023] [Accepted: 09/11/2023] [Indexed: 09/23/2023]
Abstract
Background Antiretroviral medications have increased the lifespan of persons living with HIV (PLWH) thereby unmasking memory decline that may be attributed to chronological age, HIV symptomatology, HIV disease chronicity, and/or substance use (especially cannabis use which is common among PLWH). To date, few studies have attempted to disentangle these effects. In a sample of daily cannabis-using PLWH, we investigated whether hippocampal memory function, assessed via an object-location associative learning task, was associated with age, HIV chronicity and symptom severity, or substance use. Methods 48 PLWH (12.9 ± 9.6 years since HIV diagnosis), who were 44 years old on average (range: 24-64 years; 58 % male) and reported daily cannabis use (recent use confirmed by urinalysis) completed the study. We assessed each participant's demographics, substance use, medical history, current HIV symptoms, and hippocampal memory function via a well-validated object-location associative learning task. Results Multiple regression analyses found that living more years since HIV+ diagnosis predicted significantly worse associative learning total score (r=-0.40) and learning rate (r=-0.34) whereas chronological age, cannabis-use characteristics, and recent HIV symptom severity were not significantly related to hippocampal memory function. Conclusions In daily cannabis-using PLWH, HIV chronicity was related to worse hippocampal memory function independent from cannabis use, age, and HIV symptomatology. Object-location associative learning performance could serve as an 'early-warning' metric of cognitive decline among PLWH. Future research should examine longitudinal changes in associative learning proficiency and evaluate interventions to prevent hippocampal memory decline among PLWH. ClinicalTrials.gov: NCT01536899.
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Affiliation(s)
- Eric A. Woodcock
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI USA
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI USA
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI USA
| | - Irene Chen
- Wayne State University School of Medicine, Detroit, MI USA
| | - Danni Feng
- Wayne State University School of Medicine, Detroit, MI USA
| | - Jonathan A. Cohn
- Department of Internal Medicine, Wayne State University School of Medicine, Detroit, MI USA
| | - Leslie H. Lundahl
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI USA
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Grande LA, Cundiff D, Greenwald MK, Murray M, Wright TE, Martin SA. Evidence on Buprenorphine Dose Limits: A Review. J Addict Med 2023; 17:509-516. [PMID: 37788601 PMCID: PMC10547105 DOI: 10.1097/adm.0000000000001189] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/03/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVES As overdose deaths from fentanyl continue to increase, optimizing use of medications for opioid use disorder has become increasingly important. Buprenorphine is a highly effective medication for reducing the risk of overdose death, but only if a patient remains in treatment. Shared decision making between prescribers and patients is important to establish a dose that meets each patient's treatment needs. However, patients frequently face a dose limit of 16 or 24 mg/d based on dosing guidelines on the Food and Drug Administration's package label. METHODS This review discusses patient-centered goals and clinical criteria for determining dose adequacy, reviews the history of buprenorphine dose regulation in the United States, examines pharmacological and clinical research results with buprenorphine doses up to 32 mg/d, and evaluates whether diversion concerns justify maintaining a low buprenorphine dose limit. RESULTS Pharmacological and clinical research results consistently demonstrate buprenorphine's dose-dependent benefits up to at least 32 mg/d, including reductions in withdrawal symptoms, craving, opioid reward, and illicit use while improving retention in care. Diverted buprenorphine is most often used to treat withdrawal symptoms and reduce illicit opioid use when legal access to it is limited. CONCLUSIONS In light of established research and profound harms from fentanyl, the Food and Drug Administration's current recommendations on target dose and dose limit are outdated and causing harm. An update to the buprenorphine package label with recommended dosing up to 32 mg/d and elimination of the 16 mg/d target dose would improve treatment effectiveness and save lives.
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Moses TEH, Waineo E, Levine D, Greenwald MK. Optimizing buprenorphine training during undergraduate medical education: Medical student feedback and attitudes. Am J Addict 2023; 32:376-384. [PMID: 36850044 PMCID: PMC10313763 DOI: 10.1111/ajad.13395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 02/03/2023] [Accepted: 02/08/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Strong evidence supports efficacy of medications for opioid use disorder (MOUD), but stringent prescribing policies impair access. Many physicians report discomfort prescribing MOUD due to inadequate knowledge. Most medical students believe MOUD training should occur during undergraduate medical education (UME). As legislation surrounding buprenorphine prescribing shifts, it is timely to consider how best to incorporate MOUD training into UME. METHODS At the start of 3rd year, all students (n = 290) received a survey regarding experiences working with people with OUDs, and beliefs and knowledge regarding harm reduction and treatment. During orientation, students completed an 8-h online MOUD training. Afterwards, students completed another survey, including questions about training perceptions. RESULTS One-third of students (32.8%) completed MOUD training and both surveys. Before training, 60.0% had not heard of the waiver, but 82.1% endorsed interest in prescribing buprenorphine. Despite mixed feelings about training content and delivery, 79.1% believed future classes should receive it. Most thought it should be integrated longitudinally throughout the curriculum rather than as separate online training. CONCLUSION AND SCIENTIFIC SIGNIFICANCE Medical students want more MOUD education throughout their training; however, the 8-h online training may be less-than-optimal. As this training is no longer required to prescribe buprenorphine, there is an opportunity to modify the content presented. There is an urgent need for physicians with the knowledge and willingness to treat patients with OUD. Introducing integrated training about MOUD should help future physicians feel confident in their knowledge to treat patients and comfortable applying for the waiver.
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Affiliation(s)
- Tabitha E H Moses
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Eva Waineo
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Diane Levine
- Department of Internal Medicine, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
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Ellis JD, Lister JJ, Wohl MJA, Greenwald MK, Ledgerwood DM. Exploring potential moderators of depressive symptoms and treatment outcomes among patients with opioid use disorder. Addict Behav 2023; 140:107604. [PMID: 36621047 PMCID: PMC9911368 DOI: 10.1016/j.addbeh.2022.107604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 12/12/2022] [Accepted: 12/29/2022] [Indexed: 01/04/2023]
Abstract
BACKGROUND Depressive symptoms are common in patients seeking medication treatment for opioid use disorder (MOUD treatment) and decrease quality of life but have been inconsistently related to opioid treatment outcomes. Here, we explore whether depressive symptoms may only be related to adverse treatment outcomes among individuals reporting high opioid use-related coping motives (i.e., use of opioids to change affective states) and high trait impulsivity, two common treatment targets. METHODS Patients seeking MOUD treatment (N = 118) completed several questionnaires within two weeks of their treatment intake. Treatment outcomes (opioid-positive urine screens and days retained in treatment) were extracted from treatment records. Moderation analyses controlling for demographic characteristics and main effects were conducted to explore interaction effects between depressive symptoms and two distinct moderators. RESULTS Depressive symptoms were only related to opioid use during early treatment among patients reporting high opioid use-related coping motives (B = 2.67, p =.004) and patients reporting high trait impulsivity (B = 2.01, p =.039). Further, depressive symptoms were only inversely related to days retained among individuals with high opioid use-related coping motives (B = -10.12, p =.003). CONCLUSIONS Individuals presenting to treatment with opioid-related coping motives and/or impulsivity in the context of depressive symptoms may confer unique risk for adverse treatment outcomes. Clinicians may wish to consider these additive risk factors when developing their treatment plan.
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Affiliation(s)
- Jennifer D Ellis
- Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Baltimore, MD, United States.
| | - Jamey J Lister
- School of Social Work, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States; Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, United States; School of Social Work, Wayne State University, Detroit, MI, United States.
| | - Michael J A Wohl
- Department of Psychology, Carleton University, Ottawa, Ontario, Canada
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, United States
| | - David M Ledgerwood
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, United States
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Nagle LE, Moses TEH, Chitale A, Chou JS, Lien IC, Waineo E, Greenwald MK. Building a strong foundation from the ground up: the impact of a medical student substance use disorder organization on curriculum and community. J Addict Dis 2023; 41:156-166. [PMID: 35470767 PMCID: PMC9745562 DOI: 10.1080/10550887.2022.2068907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Due to the increasing rates of substance use disorders (SUDs), accidental overdoses, and associated high mortality rates, there is an urgent need for well-trained physicians who can grasp these complex issues and help struggling patients. Preparing these physicians occurs through targeted education and clinical exposure in conjunction with medical school curricula in the field of addiction medicine. Medical students can often feel overwhelmed by the medical school curriculum and changes to the curriculum take time, money, and administrative commitment to ratify. Implementing a student organization dedicated to SUD education can be a solution to provide clinical exposure, education and student autonomy in their medical school experience. At Wayne State University School of Medicine, Detroit vs. Addiction (DvA) is a student-run organization that is filling the gap in SUD education for medical students whilst providing assistance to the community. DvA not only extends clinical education for physicians in training, but it also provides the medical school with an opportunity to allow students to create a blueprint for education initiatives that can be incorporated as a mainstay in the school's technical trainings. Herein, we describe the evolution of this organization and its activities.
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Affiliation(s)
- Luz E. Nagle
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, School of Medicine, Detroit, MI
| | - Tabitha E. H. Moses
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, School of Medicine, Detroit, MI
| | - Anirudh Chitale
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, School of Medicine, Detroit, MI
| | - Jody S. Chou
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, School of Medicine, Detroit, MI
| | - Irvin C. Lien
- Department of Internal Medicine, Kaiser Permanente, Oakland, CA
| | - Eva Waineo
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, School of Medicine, Detroit, MI
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, School of Medicine, Detroit, MI
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Sreeram K, Seaton R, Greenwald MK, Kamgar M, Assad H, Baird T, Schwartz AG, Ruterbusch J, Simon MS. Chemotherapy-induced peripheral neuropathy in the detroit research on cancer survivors (ROCS) cohort. Cancer Causes Control 2023; 34:459-468. [PMID: 36934365 PMCID: PMC10373434 DOI: 10.1007/s10552-023-01676-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 02/08/2023] [Indexed: 03/20/2023]
Abstract
PURPOSE Improved life expectancy has increased the likelihood for long-term complications from chemotherapy among cancer survivors. One burdensome complication is chemotherapy-induced peripheral neuropathy (CIPN). We evaluated rates of CIPN outcomes in the Detroit Research on Cancer Survivorship (ROCS) cohort. METHODS The population included 1,034 African American (AA) survivors who received chemotherapy for breast, colorectal, lung or prostate cancer. CIPN prevalence was based on initial occurrence of worsening of self-reported pain, numbness or tingling after chemotherapy. Current CIPN included symptoms still present at the time of the survey, and persistent CIPN symptoms were present 12 or more months post-chemotherapy. CIPN severity was ranked as mild, moderate or severe. Logistic regression was utilized to evaluate sociodemographic and clinical factors associated with the various categories of CIPN. RESULTS CIPN prevalence was 68%, with 53% current and 52% persistent. The symptom severity distribution based on prevalent CIPN included 32.2% mild, 30.8% moderate, and 36.9% severe. Factors associated with prevalent CIPN (odds ratio, 95% confidence interval) included primary cancer site (breast: 3.88, 2.02-7.46); and (colorectal: 5.37, 2.69-10.73), lower risk for older age at diagnosis (0.66, 0.53-0.83) and divorced/separated marital status (2.13, 1.42-3.21). Current CIPN was in addition, associated with more advanced stage disease trend (1.34, 1.08-1.66) and greater number of co-morbid medical conditions trend (1.23, 1.09-1.40), as was persistent CIPN. Severity of prevalent CIPN was associated with history of arthritis (1.55, 1.06-2.26) and severity of persistent CIPN with higher BMI (1.58, 1.07-2.35). CONCLUSIONS CIPN is a common and persistent complication in AA cancer survivors. Further research is needed to improve our understanding of CIPN predictors in all groups of cancer survivors.
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Affiliation(s)
- Kalyan Sreeram
- Ascension St. Vincent Hospital, Indianapolis, IN, 46260, USA
| | - Randell Seaton
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, 48201, USA
| | - Mark K Greenwald
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, 48201, USA.,Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Mandana Kamgar
- Department of Medicine, Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Hadeel Assad
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, 48201, USA.,Department of Oncology, Karmanos Cancer Institute at Wayne State University, 4100 John R, Detroit, MI, 48201, USA
| | - Tara Baird
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, 48201, USA.,Department of Oncology, Karmanos Cancer Institute at Wayne State University, 4100 John R, Detroit, MI, 48201, USA
| | - Ann G Schwartz
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, 48201, USA.,Department of Oncology, Karmanos Cancer Institute at Wayne State University, 4100 John R, Detroit, MI, 48201, USA
| | - Julie Ruterbusch
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, 48201, USA.,Department of Oncology, Karmanos Cancer Institute at Wayne State University, 4100 John R, Detroit, MI, 48201, USA
| | - Michael S Simon
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, 48201, USA. .,Department of Oncology, Karmanos Cancer Institute at Wayne State University, 4100 John R, Detroit, MI, 48201, USA.
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Greenwald MK, Moses TEH, Lundahl LH, Roehrs TA. Anhedonia modulates benzodiazepine and opioid demand among persons in treatment for opioid use disorder. Front Psychiatry 2023; 14:1103739. [PMID: 36741122 PMCID: PMC9892948 DOI: 10.3389/fpsyt.2023.1103739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 01/02/2023] [Indexed: 01/20/2023] Open
Abstract
Background Benzodiazepine (BZD) misuse is a significant public health problem, particularly in conjunction with opioid use, due to increased risks of overdose and death. One putative mechanism underlying BZD misuse is affective dysregulation, via exaggerated negative affect (e.g., anxiety, depression, stress-reactivity) and/or impaired positive affect (anhedonia). Similar to other misused substances, BZD consumption is sensitive to price and individual differences. Although purchase tasks and demand curve analysis can shed light on determinants of substance use, few studies have examined BZD demand, nor factors related to demand. Methods This ongoing study is examining simulated economic demand for alprazolam (among BZD lifetime misusers based on self-report and DSM-5 diagnosis; n = 23 total; 14 male, 9 female) and each participant's preferred-opioid/route using hypothetical purchase tasks among patients with opioid use disorder (n = 59 total; 38 male, 21 female) who are not clinically stable, i.e., defined as being early in treatment or in treatment longer but with recent substance use. Aims are to determine whether: (1) BZD misusers differ from never-misusers on preferred-opioid economic demand, affective dysregulation (using questionnaire and performance measures), insomnia/behavioral alertness, psychiatric diagnoses or medications, or urinalysis results; and (2) alprazolam demand among BZD misusers is related to affective dysregulation or other measures. Results Lifetime BZD misuse is significantly (p < 0.05) related to current major depressive disorder diagnosis, opioid-negative and methadone-negative urinalysis, higher trait anxiety, greater self-reported affective dysregulation, and younger age, but not preferred-opioid demand or insomnia/behavioral alertness. Alprazolam and opioid demand are each significantly positively related to higher anhedonia and, to a lesser extent, depression symptoms but no other measures of negative-affective dysregulation, psychiatric conditions or medications (including opioid agonist therapy or inpatient/outpatient treatment modality), or sleep-related problems. Conclusion Anhedonia (positive-affective deficit) robustly predicted increased BZD and opioid demand; these factors could modulate treatment response. Routine assessment and effective treatment of anhedonia in populations with concurrent opioid and sedative use disorder may improve treatment outcomes. Clinical trial registration https://clinicaltrials.gov/ct2/show/NCT03696017, identifier NCT03696017.
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Affiliation(s)
- Mark K. Greenwald
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Tabitha E. H. Moses
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Leslie H. Lundahl
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Timothy A. Roehrs
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
- Sleep Disorders Center, Henry Ford Health System, Detroit, MI, United States
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12
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Moses TE, Gray E, Mischel N, Greenwald MK. Effects of neuromodulation on cognitive and emotional responses to psychosocial stressors in healthy humans. Neurobiol Stress 2023; 22:100515. [PMID: 36691646 PMCID: PMC9860364 DOI: 10.1016/j.ynstr.2023.100515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 12/19/2022] [Accepted: 01/09/2023] [Indexed: 01/12/2023] Open
Abstract
Physiological and psychological stressors can exert wide-ranging effects on the human brain and behavior. Research has improved understanding of how the sympatho-adreno-medullary (SAM) and hypothalamic-pituitary-adrenocortical (HPA) axes respond to stressors and the differential responses that occur depending on stressor type. Although the physiological function of SAM and HPA responses is to promote survival and safety, exaggerated psychobiological reactivity can occur in psychiatric disorders. Exaggerated reactivity may occur more for certain types of stressors, specifically, psychosocial stressors. Understanding stressor effects and how the body regulates these responses can provide insight into ways that psychobiological reactivity can be modulated. Non-invasive neuromodulation is one way that responding to stressors may be altered; research into these interventions may provide further insights into the brain circuits that modulate stress reactivity. This review focuses on the effects of acute psychosocial stressors and how neuromodulation might be effective in altering stress reactivity. Although considerable research into stress interventions focuses on treating pathology, it is imperative to first understand these mechanisms in non-clinical populations; therefore, this review will emphasize populations with no known pathology and consider how these results may translate to those with psychiatric pathologies.
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Affiliation(s)
| | | | | | - Mark K. Greenwald
- Corresponding author. Department of Psychiatry and Behavioral Neurosciences, Tolan Park Medical Building, 3901 Chrysler Service Drive, Suite 2A, Detroit, MI, 48201, USA.
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13
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Azar P, Mathew N, Mahal D, Wong JSH, Westenberg JN, Schütz CG, Greenwald MK. Developing A Rapid Transfer from Opioid Full Agonist to Buprenorphine: "Ultrarapid Micro-Dosing" Proof of Concept. J Psychoactive Drugs 2023; 55:94-101. [PMID: 35152847 DOI: 10.1080/02791072.2022.2039814] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Buprenorphine/naloxone has been shown to be effective for treating opioid use disorder (OUD). However, the traditional method of induction requires a patient to be in moderate-to-severe withdrawal, which is challenging, time-consuming, and a common reason for leaving against medical advice. Induction strategies that minimize the severity and duration of patient discomfort while enabling patients to reach therapeutic doses during short hospital admissions can mitigate difficulties when inducing a patient on buprenorphine/naloxone. This case-series illustrates two patients with OUD using illicit fentanyl, who were successfully started on buprenorphine/naloxone using 24-hour and 6-hour micro-dosing induction protocol. During induction, the patients were up-titrated to a therapeutic dose through ultrarapid micro-dosing with ongoing use of short-acting opioids. Both patients reached therapeutic doses experiencing minimal levels of withdrawal. This case-series is a proof of concept for the use of a buprenorphine/naloxone ultrarapid micro-induction protocol for inpatients with OUD. By reducing the length of induction and precluding the need for withdrawal, this method offers several advantages over previously published inductions protocols and can improve the accessibility of buprenorphine/naloxone to patients with OUD.
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Affiliation(s)
- Pouya Azar
- Complex Pain and Addiction Services, Vancouver General Hospital, Vancouver, BC, Canada.,Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | - Nickie Mathew
- Complex Pain and Addiction Services, Vancouver General Hospital, Vancouver, BC, Canada.,Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada.,Department of the Provincial Health Services Authority, BC Mental Health & Substance Use Services, Provincial Health Services Authority, BC, Canada
| | - Daljeet Mahal
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | - James S H Wong
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | - Jean N Westenberg
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | - Christian G Schütz
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada.,Department of the Provincial Health Services Authority, BC Mental Health & Substance Use Services, Provincial Health Services Authority, BC, Canada
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, and Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, USA
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14
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Greenwald MK, Akcasu N, Baal P, Outlaw AY, Cohn JA, Lundahl LH. Cannabis and complementary/alternative self-treatment approaches for symptom management among African American persons living with HIV. AIDS Care 2023; 35:78-82. [PMID: 34743619 PMCID: PMC9076753 DOI: 10.1080/09540121.2021.1998311] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 10/21/2021] [Indexed: 10/19/2022]
Abstract
Persons living with HIV (PLWH) experience symptoms from disease progression and side effects of antiretroviral treatment. This study examines in African American PLWH (N = 259) commonly-endorsed symptoms, types and self-rated efficacy of therapies for symptom alleviation. Analyses were stratified by gender (n = 178 males, n = 81 females) and cannabis use typology: non-users (n = 90), mostly recreational use (n = 46), mixed recreational/therapeutic use (n = 51), or mostly therapeutic use (n = 72). Females reported greater severity for pain, fatigue, depression, weight change and tingling in extremities, but there were no gender differences for ratings of poor sleep, anxiety, poor appetite, or headache. Both marijuana (used therapeutically by females more than males) and medication(s) were among the 3 top methods for managing pain, poor sleep, anxiety, and headache. Marijuana was most often used for poor appetite, and medications for depression. Perceived efficacy of self-treatment approaches was moderately good. Among African American PLWH, symptom severity was higher for females and for therapeutic users of cannabis. Marijuana and medicine were often used to self-treat symptoms, but many participants did nothing. These results highlight the need for careful evaluation and management of symptoms in this underserved population.
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Affiliation(s)
- Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI
| | - Nora Akcasu
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI
| | - Paige Baal
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI
| | - Angulique Y. Outlaw
- Department of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI
| | - Jonathan A. Cohn
- Department of Internal Medicine, Wayne State University School of Medicine, Detroit, MI
| | - Leslie H. Lundahl
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI
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15
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Laffont CM, Ngaimisi E, Gopalakrishnan M, Ivaturi V, Young M, Greenwald MK, Heidbreder C. Buprenorphine exposure levels to optimize treatment outcomes in opioid use disorder. Front Pharmacol 2022; 13:1052113. [PMID: 36467036 PMCID: PMC9715596 DOI: 10.3389/fphar.2022.1052113] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 10/28/2022] [Indexed: 12/04/2023] Open
Abstract
The severity of the ongoing opioid crisis, recently exacerbated by the COVID-19 pandemic, emphasizes the importance for individuals suffering from opioid use disorder (OUD) to have access to and receive efficacious, evidence-based treatments. Optimal treatment of OUD should aim at blocking the effects of illicit opioids while controlling opioid craving and withdrawal to facilitate abstinence from opioid use and promote recovery. The present work analyses the relationship between buprenorphine plasma exposure and clinical efficacy in participants with moderate to severe OUD using data from two clinical studies (39 and 504 participants). Leveraging data from placebo-controlled measures assessing opioid blockade, craving, withdrawal and abstinence, we found that buprenorphine plasma concentrations sustained at 2-3 ng/ml (corresponding to ≥70% brain mu-opioid receptor occupancy) optimized treatment outcomes in the majority of participants, while some individuals (e.g., injecting opioid users) needed higher concentrations. Our work also included non-linear mixed effects modeling and survival analysis, which identified a number of demographic, genetic and social factors modulating treatment response and retention. Altogether, these findings provide key information on buprenorphine plasma levels that optimize clinical outcomes and increase the likelihood of individual treatment success. NLM identifiers: NCT02044094, NCT02357901.
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Affiliation(s)
| | - Eliford Ngaimisi
- Center for Translational Medicine, University of Maryland, Baltimore, MD, United States
| | | | - Vijay Ivaturi
- Center for Translational Medicine, University of Maryland, Baltimore, MD, United States
| | - Malcolm Young
- Indivior Inc., North Chesterfield, VA, United States
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, United States
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16
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Moses TE, Rhodes GL, Tavakoli E, Christensen CW, Amirsadri A, Greenwald MK. Predictors of Retention and Drug Use Among Patients With Opioid Use Disorder Transferred to a Specialty "Second Chance" Methadone Program. Subst Abuse 2022; 16:11782218221138335. [PMID: 36407024 PMCID: PMC9669697 DOI: 10.1177/11782218221138335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 10/22/2022] [Indexed: 11/17/2022]
Abstract
Background Many patients in methadone treatment have difficulty achieving or maintaining drug abstinence, and many clinics have policies that lead to discharging these patients. We designed a pilot "Second Chance" (SC) program for patients scheduled to be discharged from other local methadone clinics to be transferred to our clinic. Aim Determine whether SC patients' retention and opioid use is related to physical or mental health conditions, non-opioid substance use, or treatment features. Methods From December 2012 to December 2014, this program enrolled 70 patients who were discharged from other clinics in the area; we were their last remaining option for methadone treatment. Unlike the clinic's standard policies, the treatment focus for SC patients was retention rather than abstinence. This program focused on connection to care (eg, psychiatric services) and enabled patients to continue receiving services despite ongoing substance use. Each patient was assessed at treatment entry and followed until June 2016 to evaluate outcomes. Results SC patients receiving disability benefits (n = 37) vs. non-disabled (n = 33) had significantly (P < .05) higher rates of current DSM-IV Axis I psychiatric diagnosis (97% vs 70%), prescriptions for opioids (84% vs 55%) and benzodiazepines (65% vs 27%), and higher methadone doses at admission (58 vs 46 mg) but did not differ significantly in rates of 6-month or 1-year retention (77% and 56%, respectively) or all-drug use (39% positive urine drug screens). Methadone doses >65 mg predicted significantly longer retention and less opioid use, but these effects were not moderated by baseline characteristics. Conclusions Patients in methadone treatment struggling to achieve abstinence may benefit from retention-oriented harm-reduction programs. Higher methadone doses can improve retention and opioid abstinence despite psychiatric comorbidities. Further work is needed to improve program implementation and outcomes in this complex population.
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Affiliation(s)
- Tabitha E Moses
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Gary L Rhodes
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Emytis Tavakoli
- Ontario Shores Centre for Mental Health
Sciences, Toronto, CA, Canada
| | - Carl W Christensen
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Alireza Amirsadri
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA,Mark K Greenwald, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, 3901
Chrysler Service Drive, Suite 2A, Detroit, MI 48201, USA.
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17
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Greenwald MK, Ghosh S, Winston JR. A randomized, sham-controlled, quintuple-blinded trial to evaluate the NET device as an alternative to medication for promoting opioid abstinence. Contemp Clin Trials Commun 2022; 30:101018. [PMID: 36303593 PMCID: PMC9593273 DOI: 10.1016/j.conctc.2022.101018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 09/04/2022] [Accepted: 10/17/2022] [Indexed: 11/25/2022] Open
Abstract
Background There is an unmet need for non-medication approaches to illicit opioid discontinuation and relapse prevention. The NET (NeuroElectric Therapy) Device is a non-invasive, battery-operated, portable, re-useable device designed to deliver bilateral transcranial transcutaneous alternating current electrical stimulation, and is intended to treat opioid use disorder (OUD) without medication. The device is a CE-marked Class IIa, non-significant risk, investigational medical device. Objective This prospective trial (NRC021) tests the hypothesis that the NET Device provides safe and effective neurostimulation treatment for persons with OUD who express a desire to be opioid abstinent without medications for opioid use disorder (MOUD). Methods NRC021 is a randomized, parallel-group, sham-controlled, quintuple-blinded, single-site study. Persons with OUD entering a residential treatment facility for opioid detoxification are assigned to active or sham treatment (n = 50/group). Group assignment is stratified on presence of any current non-opioid substance use disorder and by sex. The biostatistician maintains the blinding so that the study sponsor, principal investigator, research assistants, treatment staff, and participants remain blinded. Following discharge from the inpatient facility, participants are assessed once weekly over 12 weeks for substance use (using timeline followback interview and video assessment of observed oral fluid sample provision and testing). The primary efficacy endpoint is each participant's overall percentage of weekly abstinence from illicit opioid use without use of MOUD. The secondary efficacy endpoint is each participant's percentage of non-opioid drug-free weeks. Safety outcomes are also measured. Conclusion NRC021 is designed to assess the efficacy of a novel non-medication treatment for OUD. Clinical trial registration ClinicalTrials.gov with the identifier NCT04916600.
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Affiliation(s)
- Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA,Corresponding author. Department of Psychiatry and Behavioral Neurosciences, Tolan Park Medical Building, 3901 Chrysler Service Drive, Suite 2A, Detroit, MI, 48201, USA.
| | - Samiran Ghosh
- Department of Biostatistics and Data Science, University of Texas School of Public Health, Houston, TX, USA
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18
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Poland C, Bennett L, Strutz KL, Plantegenest G, Greenwald MK. A Novel Online Curriculum and Coaching Strategy to Expand the Addiction Medicine Workforce: The Michigan Collaborative Addiction Resources and Education System. Acad Med 2022; 97:210-214. [PMID: 34670238 PMCID: PMC8781233 DOI: 10.1097/acm.0000000000004470] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
PROBLEM There is a shortage of addiction medicine (AM) physicians and a 9-year period (2017-2025) in which to build the workforce via a practice pathway enabling physicians to combine experiential hours with passing a board exam to become board-certified AM physicians. Afterward, AM specialists will need to complete the traditional fellowship pathway, requiring additional training. APPROACH The Michigan Collaborative Addiction Resources and Education System (MI CARES) was developed from February to June 2019 to support physicians in obtaining AM certification via the practice pathway. This program was originally planned for Michigan physicians but was quickly expanded nationally. This novel, asynchronous, self-directed online curriculum follows the knowledge blueprint for the board exam, including continuing medical education credits. The program also provides 1:1 coaching support to educate physicians on how to properly document their experiential hours on the application for the AM board exam. The first module, which describes the practice pathway, was released in January 2020, and 7 substance-specific content modules were released monthly from February to August 2020. OUTCOMES As of October 31, 2020, 231 physicians from 13 American Board of Medical Specialties in 37 U.S. states were enrolled in MI CARES. The longer a module was available, the more participants visited the module. Three early program adopters were approved to sit for the 2019 board exam, and 51 participants passed the board exam in 2020. Of these 51, 5 had previously been denied approval before participating in MI CARES. NEXT STEPS It will be important to replicate preliminary evidence of feasibility for this novel model for expanding the workforce in a newly approved and underrepresented specialty to see if it holds promise for replication as other subspecialties are identified. The curriculum is being expanded to include modules on additional topics and adapted for graduate and undergraduate medical education students.
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Affiliation(s)
- Cara Poland
- C. Poland is addiction medicine specialist, Spectrum Health, Grand Rapids, Michigan, and assistant professor, Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, East Lansing, Michigan; ORCID: https://orcid.org/0000-0002-8926-105X
| | - Lia Bennett
- L. Bennett is addiction medicine curriculum director, Spectrum Health, Grand Rapids, Michigan
| | - Kelly L. Strutz
- K.L. Strutz is assistant professor, Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, East Lansing, Michigan
| | - Geraud Plantegenest
- G. Plantegenest is medical educator and health systems training designer, Spectrum Health, Grand Rapids, Michigan
| | - Mark K. Greenwald
- M.K. Greenwald is professor of psychiatry and behavioral neurosciences and Gertrude Levin Endowed Chair in Addiction and Pain Biology, Wayne State University School of Medicine, Detroit, Michigan; ORCID: https://orcid.org/0000-0002-9541-7321
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19
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Greenwald MK, Lundahl LH, Shkokani LA, Syed S, Roxas RS, Levy PD. Effects of cocaine and/or heroin use on resting cardiovascular function. International Journal of Cardiology Cardiovascular Risk and Prevention 2021; 11:200123. [PMID: 34927171 PMCID: PMC8652009 DOI: 10.1016/j.ijcrp.2021.200123] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 11/12/2021] [Accepted: 11/26/2021] [Indexed: 12/05/2022]
Abstract
Background Regular cocaine and/or heroin use is associated with major health risks, especially cardiovascular disease, but confounded by other factors. We examined effects of chronic (years regular use) and recent (past-month) cocaine and heroin use, controlling for other factors, on resting cardiovascular function. Methods In a sample of 292 cocaine and/or heroin users, we assessed demographics, body mass index (BMI), substance use history, electrocardiogram, heart rate (HR) and blood pressure (BP). Three-block (1: demographics, BMI; 2: tobacco, alcohol, cannabis; 3: cocaine, heroin) regression analyses were conducted to predict cardiovascular measures. Results Higher BMI predicted increased systolic and diastolic BP (as did older age), increased supine HR, and longer QRS duration, QTc interval, PR interval, and P-wave duration. Past-month cannabis-use days predicted higher systolic BP, lower supine HR, and greater likelihood of early repolarization and ST elevation; average daily cannabis use predicted shorter QTc interval. Average daily alcohol use predicted higher diastolic BP, higher supine HR and lower likelihood of sinus bradycardia (HR < 60 bpm). Past-month tobacco-use days predicted shorter QTc interval and lower lower likelihood of profound bradycardia (HR < 50 bpm). Past-month heroin-use days predicted lower seated HR, greater likelihood of sinus bradycardia and lower likelihood of left ventricular hypertrophy. More years of regular cocaine use and past-month cocaine-use days predicted longer QTc interval. Conclusions Cocaine and heroin use incrementally predicted modest variance in resting bradycardia and QTc interval. Clinicians should first consider demographics and recent use of tobacco, alcohol and cannabis before assuming cocaine and heroin affect these measures.
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Moses TEH, Moreno JL, Greenwald MK, Waineo E. Training medical students in opioid overdose prevention and response: Comparison of In-Person versus online formats. Med Educ Online 2021; 26:1994906. [PMID: 34727840 PMCID: PMC8567883 DOI: 10.1080/10872981.2021.1994906] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 10/14/2021] [Indexed: 05/31/2023]
Abstract
Medical education has increasingly shifted towards replacing large lectures with a combination of online and smaller in-person group sessions. This study compares the efficacy of a virtual Opioid Overdose Prevention and Response Training (OOPRT) for first-year medical students with an identical in-person training. During their first unit of medical school, students in the class of 2023 (cohort 1) received OOPRT in-person and students in the class of 2024 (cohort 2) received training via Zoom. Aside from the delivery format, trainings were identical. Both cohorts completed identical surveys at medical school entry and post-training to evaluate knowledge and experiences using the Opioid Overdose Knowledge Scale, Opioid Overdose Attitudes Scale, Medical Conditions Regard Scale, and Naloxone Related Risk Compensation Beliefs. Of 430 students, 84.2% (362: 124 in cohort 1; 238 in cohort 2) completed baseline and post-training surveys. Students reported significantly improved opioid overdose knowledge and attitudes in all 4 knowledge and 3 attitudes subscales after training. Only one outcome differed by training type: knowledge of opioid overdose signs. Cohorts did not differ in opinions of training; 97.2% enjoyed it and 99.4% believed future classes should receive it. Medical students' attitudes and knowledge significantly improved after OOPRT; only one of 13 outcomes showed a cohort difference. There were no differences in enjoyment, indicating that switching to virtual learning does not undermine the learning experience. Further studies are needed to confirm that these results can be extended to other medical school topics where small group interactive discussion is preferred.
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Affiliation(s)
| | - Jessica L. Moreno
- School of Medicine, Wayne State University, Detroit, MI, USA
- Beaumont Health, Southfield, MI, USA
| | | | - Eva Waineo
- School of Medicine, Wayne State University, Detroit, MI, USA
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21
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Faraj MM, Lipanski NM, Morales A, Goldberg E, Bluth MH, Marusak HA, Greenwald MK. A Virtual Reality Meditative Intervention Modulates Pain and the Pain Neuromatrix in Patients with Opioid Use Disorder. Pain Med 2021; 22:2739-2753. [PMID: 33956146 DOI: 10.1093/pm/pnab162] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Standard of care for opioid use disorder (OUD) includes medication and counseling. However, there is an unmet need for complementary approaches to treat OUD patients coping with pain; furthermore, few studies have probed neurobiological features of pain or its management during OUD treatment. This preliminary study examines neurobiological and behavioral effects of a virtual reality-based meditative intervention in patients undergoing methadone maintenance treatment (MMT). DESIGN Prospective, non-blinded, single-arm, 12-week intervention with standardized assessments. SETTING Academic research laboratory affiliated with an on-site MMT clinic. METHODS Fifteen (11 female) MMT patients completed a virtual reality, therapist-guided meditative intervention that included breathing and relaxation exercisessessions were scheduled twice weekly. Assessments included functional magnetic resonance imaging (fMRI) of pain neuromatrix activation and connectivity (pre- and post-intervention), saliva cortisol and C-reactive protein (CRP) at baseline and weeks 4, 8 and 12; and self-reported pain and affective symptoms before and after each intervention session. RESULTS After each intervention session (relative to pre-session), ratings of pain, opioid craving, anxiety and depression (but not anger) decreased. Saliva cortisol (but not CRP) levels decreased from pre- to post-session. From pre- to post-intervention fMRI assessments, pain task-related left postcentral gyrus (PCG) activation decreased. At baseline, PCG showed positive connectivity with other regions of the pain neuromatrix, but this pattern changed post-intervention. CONCLUSIONS These preliminary findings demonstrate feasibility, therapeutic promise, and brain basis of a meditative intervention for OUD patients undergoing MMT.
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Affiliation(s)
| | - Nina M Lipanski
- Department of Biological Sciences, University of California, San Diego
| | - Austin Morales
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University
| | - Elimelech Goldberg
- School of Medicine, Wayne State University, Detroit, Michigan
- Kids Kicking Cancer
| | - Martin H Bluth
- School of Medicine, Wayne State University, Detroit, Michigan
- Kids Kicking Cancer
- Maimonides Medical Center, Brooklyn, New York, USA
| | - Hilary A Marusak
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University
- Merrill Palmer Skillman Institute for Child and Family Development, Wayne State University
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University
- Department of Pharmacy Practice, Wayne State University
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Trendowski MR, Lusk CM, Ruterbusch JJ, Seaton R, Simon MS, Greenwald MK, Harper FWK, Beebe-Dimmer JL, Schwartz AG. Chemotherapy-induced peripheral neuropathy in African American cancer survivors: Risk factors and quality of life outcomes. Cancer Med 2021; 10:8151-8161. [PMID: 34687150 PMCID: PMC8607253 DOI: 10.1002/cam4.4328] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 08/10/2021] [Accepted: 09/11/2021] [Indexed: 01/12/2023] Open
Abstract
Background Epidemiological studies of chemotherapy‐induced peripheral neuropathy (CIPN) have predominantly focused on non‐Hispanic White patients, despite the observation that African Americans are more likely to experience CIPN. To address this health disparities gap, we sought to identify non‐genetic risk factors and comorbidities associated with CIPN in African American cancer survivors using the Detroit Research on Cancer Survivors study. Methods Logistic regression was used to evaluate relationships between presence of self‐reported CIPN and relevant clinical characteristics in 1045 chemotherapy‐treated African American cancer survivors. Linear regression was used to evaluate risk factors for CIPN and quality of life outcomes that reflect physical, social, emotional, and functional domains of health. Results Patients with CIPN were more likely to report hypertension (OR = 1.28, 95% CI: 0.98–1.67, p = 0.07), hypercholesterolemia (OR = 1.32, 95% CI: 1.001–1.73, p = 0.05), history of depression (OR = 1.62, 95% CI: 1.18–2.25, p = 0.003), and diabetes (OR = 1.33, 95% CI: 0.98–1.82, p = 0.06) after adjustment for age at diagnosis, sex, and cancer site. BMI (OR = 1.02 kg/m2, 95% CI: 1.006–1.04 kg/m2, p = 0.008) was also positively associated with CIPN. In addition, CIPN status was significantly associated with quality of life (FACT‐G total: β = −8.60, 95% CI: −10.88, −6.32) p < 0.0001) and mood (PROMIS® Anxiety: β = 4.18, 95% CI: 2.92–5.45, p < 0.0001; PROMIS® Depression: β = 2.69, 95% CI: 1.53–3.84, p < 0.0001) after adjustment for age at diagnosis, sex, cancer site, and comorbidities. Neither alcohol consumption (OR = 0.88, 95% CI: 0.68–1.14, p = 0.32) nor tobacco use (ever smoked: OR = 1.04, 95% CI: 0.80–1.35, p = 0.76; currently smoke: OR = 1.28, 95% CI: 0.90–1.82, p = 0.18) was associated with increased CIPN risk. Conclusion Risk factor profiles in African Americans are not entirely consistent with those previously reported for non‐Hispanic White patients. Neglecting to understand the correlates of common chemotherapy‐induced toxicities for this patient population may further contribute to the health disparities these individuals face in receiving adequate healthcare.
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Affiliation(s)
- Matthew R Trendowski
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA
| | - Christine M Lusk
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA.,Karmanos Cancer Institute, Detroit, Michigan, USA
| | - Julie J Ruterbusch
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA.,Karmanos Cancer Institute, Detroit, Michigan, USA
| | - Randell Seaton
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA.,Karmanos Cancer Institute, Detroit, Michigan, USA
| | - Michael S Simon
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA.,Karmanos Cancer Institute, Detroit, Michigan, USA
| | - Mark K Greenwald
- Wayne State University School of Medicine, Department of Psychiatry and Behavioral Neurosciences, Detroit, Michigan, USA
| | - Felicity W K Harper
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA.,Karmanos Cancer Institute, Detroit, Michigan, USA
| | - Jennifer L Beebe-Dimmer
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA.,Karmanos Cancer Institute, Detroit, Michigan, USA
| | - Ann G Schwartz
- Wayne State University School of Medicine, Department of Oncology, Detroit, Michigan, USA.,Karmanos Cancer Institute, Detroit, Michigan, USA
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Abstract
Chemotherapy-induced peripheral neuropathy (CIPN) is a serious and often persistent adverse consequence of certain chemotherapeutic agents. It is a major dose-limiting factor of many first-line chemotherapies, affecting 20-50% of patients at standard doses and nearly all patients at high doses. As cancer survivorship continues to increase with improvements in early diagnosis and treatment, more patients will experience CIPN despite completing cancer treatment, which interferes with recovery, leading to chronic pain and worsening quality of life. The National Cancer Institute has identified CIPN as a priority in translational research. To date, there are no FDA-approved drugs for preventing or treating CIPN, with emerging debate on mechanisms and promising new targets. This review highlights current literature and suggests novel approaches to CIPN based on proposed mechanisms of action that aim either to confer neuroprotection against chemotherapy-induced neurotoxicity or reverse the downstream effects of painful neuropathy.
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Affiliation(s)
- Esther H Bae
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Drive, Suite 2A, Detroit, MI, 48201, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Drive, Suite 2A, Detroit, MI, 48201, USA.
- Karmanos Cancer Institute, Detroit, MI, USA.
| | - Ann G Schwartz
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Drive, Suite 2A, Detroit, MI, 48201, USA
- Karmanos Cancer Institute, Detroit, MI, USA
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24
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Kamgar M, Greenwald MK, Assad H, Hastert TA, McLaughlin EM, Reding KW, Paskett ED, Bea JW, Shadyab AH, Neuhouser ML, Nassir R, Crane TE, Sreeram K, Simon MS. Prevalence and predictors of peripheral neuropathy after breast cancer treatment. Cancer Med 2021; 10:6666-6676. [PMID: 34390205 PMCID: PMC8495292 DOI: 10.1002/cam4.4202] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 07/26/2021] [Accepted: 07/29/2021] [Indexed: 11/15/2022] Open
Abstract
Background Many of the 3.8 million breast cancer survivors in the United States experience long‐term side effects of cancer therapy including peripheral neuropathy (PN). We assessed the prevalence and predictors of PN among women with breast cancer followed in the Women's Health Initiative's Life and Longevity After Cancer survivorship cohort. Methods The study population included 2420 women with local (79%) or regional (21%) stage disease. Presence of PN was based on the reports of “nerve problems and/or tingling sensations” after treatment and PN severity was assessed using the Functional Assessment of Cancer Therapy‐Gynecologic Oncology Group/Neurotoxicity instrument. Logistic regression analysis was used to evaluate the socio‐demographic and clinical factors associated with PN prevalence and severity. Results Initial breast cancer treatment included surgery‐only (21%), surgery and radiation (53%), or surgery and chemotherapy (±radiation) (26%). Overall, 17% of women reported PN occurring within days (30%), months (46%), or years (24%) after treatment and 74% reported ongoing symptoms at a median of 6.5 years since diagnosis. PN was reported by a larger proportion of chemotherapy recipients (33%) compared to those who had surgery alone (12%) or surgery+radiation (11%) (p < 0.0001). PN was reported more commonly by women treated with paclitaxel (52%) and docetaxel (39%), versus other chemotherapy (17%) (p < 0.0001). In multivariable analyses, treatment type (chemotherapy vs. none; OR, 95% CI: 3.31, 2.4–4.6), chemotherapy type (taxane vs. no‐taxane; 4.74, 3.1–7.3), and taxane type (paclitaxel vs. docetaxel; 1.59, 1.0–2.5) were associated with higher odds of PN. Conclusion PN is an important long‐term consequence of taxane‐based chemotherapy in breast cancer survivors.
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Affiliation(s)
| | - Mark K Greenwald
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | - Hadeel Assad
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | - Theresa A Hastert
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | | | | | | | - Jennifer W Bea
- The University of Arizona Cancer Center, Tucson, Arizona, USA
| | - Aladdin H Shadyab
- University of California San Diego, San Diego, La Jolla, California, USA
| | | | - Rami Nassir
- Umm Al-Qura's University, Mecca, Saudi Arabia
| | - Tracy E Crane
- The University of Arizona Cancer Center, Tucson, Arizona, USA
| | - Kalyan Sreeram
- Ascension St Vincent Hospital, Indianapolis, Indiana, USA
| | - Michael S Simon
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
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25
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Moses TE, Moreno JL, Greenwald MK, Waineo E. Developing and validating an opioid overdose prevention and response curriculum for undergraduate medical education. Subst Abus 2021; 43:309-318. [PMID: 34214397 DOI: 10.1080/08897077.2021.1941515] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Introduction: As rates of overdose and substance use disorders (SUDs) increase, medical schools are starting to incorporate more content on SUDs and harm reduction in undergraduate medical education (UME). Initial data suggest these additions may improve medical student knowledge and attitudes toward patients with SUDs; however, there is no standard curriculum. Methods: This project uses a six-step approach to UME curricular development to identify needs and goals regarding SUDs and opioid overdose at a large single-campus medical school in the United States. We first developed and delivered a pilot curriculum to a small group of medical students. Pilot results and a larger survey led to implementing a one-hour Opioid Overdose Prevention and Response (OOPR) Training for first-year students. Effects of training were tracked using baseline and post-training surveys examining knowledge and attitudes toward opioid overdose and patients with SUDs. Results: Needs assessment indicated desire and need for training. The pilot study (N = 66) resulted in significantly improved knowledge regarding opioid overdose; 100% of students enjoyed training and believed others should receive it. The larger replication study surveyed all incoming students (N = 266) to gauge initial knowledge and experiences with these topics. Results prompted enhancement of the OOPR Training curriculum, which was delivered to half of the first-year class. Post-training survey results replicated the pilot study findings. The majority (95.2%) of students enjoyed training and 98.4% believed all students should receive it. Conclusion: Delivering a thorough curriculum on SUDs and harm reduction in UME is critical. Although many schools are implementing training, there is no standard curriculum. We outline a low-resource training intervention for OOPR. Our findings identified key features to include in these UME curricula. This approach provides a replicable template for schools seeking to develop brief educational interventions and identify essential content for curricula in SUDs and harm reduction.
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Affiliation(s)
- Tabitha E Moses
- Translational Neuroscience Program, Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jessica L Moreno
- Department of Quality Management and Patient Safety, Beaumont Health, Southfield, MI.,Department of Pharmacy Practice, School of Medicine, Wayne State University, Detroit, MI, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Eva Waineo
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
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26
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Sreeram K, Seaton R, Kamgar M, Assad H, Greenwald MK, Ruterbusch JJ, Beebe-Dimmer JL, Schwartz AG, Simon MS. Prevalence and predictors of peripheral neuropathy after chemotherapy: Outcomes from the Detroit Research on Cancer Survivorship (ROCS) cohort. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.12069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
12069 Background: Increased life expectancy for cancer survivors following advances in treatment has led to a greater likelihood of developing long-term complications. Among them is chemotherapy-induced peripheral neuropathy (CIPN), which adversely impacts the functional capacity of survivors. We assessed prevalence and predictors of CIPN in a cohort of African-American (AA) cancer survivors. Methods: The study population included 633 breast, colorectal, prostate and lung cancer survivors who received chemotherapy and participated in the Detroit Research on Cancer Survivorship (ROCS) study. Presence of CIPN was based on self-reported pain, numbness or tingling in the hands or feet, occurring either for the first time or worsening after chemotherapy. If participants reported continued CIPN at the time of survey, their symptoms were reported as persistent. CIPN severity was self-reported as mild, moderate or severe. Logistic regression analysis was used to evaluate socio-demographic and clinical factors (including 12 common comorbid conditions) associated with CIPN prevalence, persistence and severity. Results: Overall, 67% of the cohort reported CIPN at a mean time of 25.3 months (range 2-74 months) after cancer diagnosis, and 51% reported persistent CIPN. The distribution of CIPN severity consisted of 32.2% with mild, 30.8% with moderate, and 36.9% with moderate to severe symptoms. Diagnosis of primary breast (OR 3.99, 95% CI 1.52-10.46) or colorectal cancers (OR 5.24, 95% CI 2.17-12.69) conferred greater CIPN prevalence relative to a diagnosis of prostate cancer. The presence of each additional comorbid condition among those outlined in the survey also conferred a 20% greater prevalence of CIPN (OR 1.2, 95% CI 1.03-1.39). Similar trends were seen among those who reported persistent CIPN. Using age > 65 at diagnosis as the reference group, age < 50 (OR 2.64, 95% CI 1.43-4.88) and age 51-64 (OR 1.96, 95% CI 1.14-3.35) resulted in an increased risk of moderate or severe compared to mild CIPN. Conclusions: In the Detroit ROCS cohort, CIPN was reported in two-thirds of cancer survivors receiving chemotherapy. Out of them, more than one-third reported moderate to severe symptoms, more commonly seen among those age < 65. Consideration of CIPN as a prominent long-term complication of cancer treatment should play a role in treatment decisions and development of new chemotherapy regimens.
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Affiliation(s)
| | - Randell Seaton
- Barbara Ann Karmanos Cancer Institute/Wayne State University, Detroit, MI
| | | | - Hadeel Assad
- Barbara Ann Karmanos Cancer Institute/Wayne State University, Detroit, MI
| | - Mark K. Greenwald
- Barbara Ann Karmanos Cancer Institute/Wayne State University, Detroit, MI
| | | | | | - Ann G. Schwartz
- Barbara Ann Karmanos Cancer Institute/Wayne State University, Detroit, MI
| | - Michael S. Simon
- Barbara Ann Karmanos Cancer Institute/Wayne State University, Detroit, MI
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27
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Karavidha KK, Burmeister M, Greenwald MK. β-Arrestin 2 (ARRB2) Polymorphism is Associated With Adverse Consequences of Chronic Heroin Use. Am J Addict 2021; 30:351-357. [PMID: 33783060 DOI: 10.1111/ajad.13150] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 12/10/2020] [Accepted: 12/28/2020] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND AND OBJECTIVES β-arrestin 2 is an intracellular protein recruited during the activation of G-protein-coupled receptors. In preclinical studies, β-arrestin 2 has been implicated in µ-opioid receptor desensitization and internalization and the development of opioid tolerance and dependence. The present study investigated relationships between variants in the gene encoding β-arrestin 2 (ARRB2) and clinically relevant phenotypes among individuals with opioid use disorder (OUD). We hypothesized that ARRB2 variants would be associated with the negative effects of long-term heroin use. METHODS Chronic heroin users (N = 201; n = 103 African American; n = 98 Caucasian) were genotyped for ARRB2 r1045280 (synonymous, also affecting binding motif of transcription factor GTF2IRD1), rs2036657 (3'UTR) and rs3786047 (intron) and assessed for the past-month frequency of use, injection use, and lifetime duration of heroin use, number of heroin quit-attempts, and heroin use-related consequences. RESULTS Lifetime heroin-use consequences (especially occupational and health-related) were significantly lower for African American ARRB2 r1045280 C-allele carriers compared with the TT genotype. There was no significant genotype difference in the Caucasian group. ARRB2 rs2036657 was in strong linkage disequilibrium with rs1045280. DISCUSSION AND CONCLUSIONS These results, consistent with extant data, illustrate a role for ancestry-dependent allelic variation in ARRB2 r1045280 on heroin-use consequences. The ARRB2 r1045280 C-allele played a protective role in African-descent participants. SCIENTIFIC SIGNIFICANCE These first-in-human findings, which should be replicated, provide support for mechanistic investigations of ARRB2 and related intracellular signaling molecules in OUD etiology, treatment, and relapse prevention. (Am J Addict 2021;00:00-00).
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Affiliation(s)
- Klevis K Karavidha
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, Michigan
| | - Margit Burmeister
- Department of Computational Medicine & Bioinformatics, Michigan Neuroscience Institute, University of Michigan, Ann Arbor, Michigan
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, Michigan.,Department of Pharmacy Practice, Wayne State University, Detroit, Michigan
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28
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Woodcock EA, Lundahl LH, Khatib D, Stanley JA, Greenwald MK. N-acetylcysteine reduces cocaine-seeking behavior and anterior cingulate glutamate/glutamine levels among cocaine-dependent individuals. Addict Biol 2021; 26:e12900. [PMID: 32212237 PMCID: PMC10369173 DOI: 10.1111/adb.12900] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 02/28/2020] [Accepted: 03/13/2020] [Indexed: 02/04/2023]
Abstract
N-acetylcysteine (NAC) is a cystine prodrug shown to reduce cocaine- and cue-primed reinstatement of cocaine-seeking behavior in preclinical studies. In this inpatient study, the effects of NAC maintenance versus placebo on cocaine-seeking behavior were examined during cocaine-primed and unprimed self-administration sessions among non-treatment-seeking, cocaine-dependent individuals. Twelve participants completed this double-blind, placebo-controlled, within-subject crossover study. Each participant was maintained for 1 week (Sat-Fri) on NAC (1200-mg TID; 3600 mg/day total) and 1 week on placebo (0-mg TID); medication order was randomized. A subset of participants underwent proton magnetic resonance spectroscopy scans (n = 8) on the third day of medication (Mon) to assess neurochemistry in the rostral anterior cingulate (rACC; voxel = 4.5 cm3 ). In four randomized sessions (Tue-Fri) each week, each participant could earn unit amounts of cocaine (10 mg, fixed) versus money ($0.50 vs. $1.50) on a choice, progressive ratio schedule after insufflating active versus placebo cocaine-priming doses (110 mg vs. 4 mg). Relative to the placebo priming dose, the active cocaine priming dose (110 mg) increased cocaine-seeking behavior (p = .003). NAC reduced cocaine-primed cocaine-seeking behavior compared with placebo levels (p = .044) but did not alter placebo-primed cocaine-seeking behavior. The larger money alternative ($1.50) suppressed cocaine-seeking behavior relative to the smaller money alternative ($0.50; p = .011). Compared with placebo levels, NAC significantly decreased rACC glutamate + glutamine levels (p = .035) and numerically decreased rACC glutamate levels (p = .085). These preliminary findings indicate that NAC suppresses cocaine-seeking behavior in some, but not all, experimental scenarios. Further, our findings suggest NAC may exert its therapeutic effects by modulating excitatory tone in the rACC.
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Affiliation(s)
- Eric A Woodcock
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA.,Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Leslie H Lundahl
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Dalal Khatib
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Jeffrey A Stanley
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, USA
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29
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Greenwald MK, Sarvepalli SS, Cohn JA, Lundahl LH. Demand curve analysis of marijuana use among persons living with HIV. Drug Alcohol Depend 2021; 220:108524. [PMID: 33453502 PMCID: PMC7889735 DOI: 10.1016/j.drugalcdep.2021.108524] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 11/23/2020] [Accepted: 12/18/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND Despite medicalization and legalization of marijuana use, factors influencing demand for marijuana among persons living with HIV (PLWH) are incompletely understood. This knowledge gap undermines effective clinical management and policies. This study used demand curve simulation methods to address these issues. METHODS Marijuana-using PLWH (N = 119) completed experimental tasks to simulate amount of marijuana purchasing/use across different costs (money or time), and likelihood of reselling marijuana or marijuana therapeutic-use registration card in relation to profits. Additional simulations assessed purchasing of marijuana relative to other drug and non-drug goods. RESULTS Simulated marijuana use decreased as money and time costs increased. Consumption was greater for participants with more severe Cannabis Use Disorder (CUD) and anxiety, intermediate pain levels, and past 90-day opioid use. Whereas few participants chose to sell their registration card, marijuana resale (diversion) steeply increased with profit. Likelihood of seeking marijuana therapeutic-use certification decreased in relation to registration card money cost, having to visit more physicians to get a signature, and delay to receiving the card, and increased with duration of certification. Participants who reported recent opioid use were more likely to seek certification. Consumption of several commodities assessed was independent of marijuana. CONCLUSIONS Simulated marijuana use was related to participants' clinical profile (CUD, anxiety and pain symptoms, recent opioid use), and unrelated to purchasing other goods. Likelihood of seeking marijuana therapeutic-use registration was affected by several types of costs and recent opioid use. Participants were unlikely to divert registration cards. We discuss clinical and policy implications of these findings.
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Affiliation(s)
- Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, USA; School of Medicine, Department of Internal Medicine Wayne State University, Detroit, MI 48201, USA.
| | - Siri S Sarvepalli
- School of Medicine, Department of Internal Medicine Wayne State University, Detroit, MI 48201, USA
| | - Jonathan A Cohn
- School of Medicine, Department of Internal Medicine Wayne State University, Detroit, MI 48201, USA; Department of Internal Medicine Wayne State University, Detroit, MI 48201, USA
| | - Leslie H Lundahl
- Department of Psychiatry and Behavioral Neurosciences, USA; School of Medicine, Department of Internal Medicine Wayne State University, Detroit, MI 48201, USA
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30
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Moses TE, Chammaa M, Ramos R, Waineo E, Greenwald MK. Incoming medical students’ knowledge of and attitudes toward people with substance use disorders: Implications for curricular training. Subst Abus 2020; 42:692-698. [DOI: 10.1080/08897077.2020.1843104] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Tabitha E. Moses
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University Detroit, MI, USA
| | - May Chammaa
- School of Medicine, Wayne State University, Detroit, MI, USA
| | - Rafael Ramos
- Department of Chemical Engineering, School of Medicine, Wayne State University, Detroit, MI, USA
| | - Eva Waineo
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University Detroit, MI, USA
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University Detroit, MI, USA
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31
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Arfken CL, Owens DD, Greenwald MK. US national treatment admissions with opioids and benzodiazepines. Drug Alcohol Rev 2020; 39:862-869. [PMID: 32748413 DOI: 10.1111/dar.13129] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 05/29/2020] [Accepted: 06/11/2020] [Indexed: 11/29/2022]
Abstract
INTRODUCTION AND AIMS Opioids and benzodiazepines (O/BZD) are increasingly involved in drug overdose deaths in the USA. Expanding treatment capacity may reduce these deaths. Knowledge about co-occurring O/BZD admissions compared to opioid admissions (opioid) is needed to plan this expansion. DESIGN AND METHODS US treatment admissions to specialty facilities for 2011-2017 were analysed for trends and 2017 for group differences. Due to 1.9 million admissions in 2017, comparisons between O/BZD and opioid admissions were summarised as effect sizes. Additional analysis compared the administratively pre-coded category 'other opiates and synthetics' to other opiates and synthetics/benzodiazepines admissions to control for possible similarity in drug source. Differences within O/BZD admissions by primary drug were explored. RESULTS Although opioid admissions showed a steady increase over time (25.9% to 38.2%), O/BZD admissions showed increases until decline in 2017 (3.2% to 4.0%). In 2017 no factor reached moderate effect size (≥0.2) in group comparisons or within the O/BZD admissions. Heroin was self-reported in 70% of both O/BZD and opioid admissions. DISCUSSION AND CONCLUSIONS No meaningful US national differences on data routinely collected were found for O/BZD compared to opioid admissions including the subgroup with other opiates and synthetics only. Efforts to expand existing opioid treatment in specialty treatments may help reduce opioid and O/BZD deaths. However, the analysis could not address whether changes in treatment would improve outcomes.
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Affiliation(s)
- Cynthia L Arfken
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, USA
| | | | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, USA.,Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, USA
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32
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Woodcock EA, Stanley JA, Diwadkar VA, Khatib D, Greenwald MK. A neurobiological correlate of stress-induced nicotine-seeking behavior among cigarette smokers. Addict Biol 2020; 25:e12819. [PMID: 31418989 DOI: 10.1111/adb.12819] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2019] [Revised: 07/11/2019] [Accepted: 07/14/2019] [Indexed: 02/06/2023]
Abstract
Stress is known to influence smoking relapse. Experimental studies indicate that acute stress increases nicotine-seeking behavior, yet neurobiological mechanisms remain poorly understood. Herein, we investigated disrupted excitatory neural activity in the dorsolateral prefrontal cortex (dlPFC) as a mechanism of stress-induced nicotine-seeking behavior. Non-treatment-seeking cigarette smokers were screened for psychiatric, medical, and neuroimaging contraindications. Using a double-blind, placebo-controlled, randomized crossover design, participants (N = 21) completed two oral-dosing sessions: stress (yohimbine 54 mg + hydrocortisone 10 mg) vs placebo (lactose 54 mg + lactose 10 mg). During each experimental session, working memory proficiency, dlPFC excitatory neural activity, nicotine-seeking behavior, and subjective effects were measured. dlPFC excitatory neural activity was quantified via glutamate modulation during working memory performance using functional proton magnetic resonance spectroscopy. Nicotine-seeking behavior was assayed using a cigarette puffs vs money choice progressive ratio task. Results indicated that yohimbine + hydrocortisone evoked a sustained physiological stress response (elevated heart rate, blood pressure, saliva cortisol, and saliva α-amylase levels; ps < .05). Relative to placebo levels, acute stress increased nicotine-seeking behavior (ps < .05), disrupted dlPFC glutamate modulation (p = .025), and impaired dlPFC function (working memory proficiency; ps < .05). The stress-induced increase in nicotine-seeking behavior was linearly related to the stress-induced disruption of dlPFC glutamate modulation (R2 = 0.24-0.37; ps < .05). These findings suggest that disrupted dlPFC excitatory neural activity is a neurobiological correlate of acute stress-induced nicotine-seeking behavior. These findings further emphasize the central role of the dlPFC in regulating drug-seeking behavior. Future studies are needed to evaluate interventions to improve dlPFC resilience to acute stress effects, including neurostimulation, working memory training, and "anti-stress" medications.
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Affiliation(s)
- Eric A. Woodcock
- Department of Psychiatry Yale University School of Medicine New Haven Connecticut USA
- Department of Psychiatry and Behavioral Neurosciences Wayne State University School of Medicine Detroit Michigan USA
| | - Jeffrey A. Stanley
- Department of Psychiatry and Behavioral Neurosciences Wayne State University School of Medicine Detroit Michigan USA
| | - Vaibhav A. Diwadkar
- Department of Psychiatry and Behavioral Neurosciences Wayne State University School of Medicine Detroit Michigan USA
| | - Dalal Khatib
- Department of Psychiatry and Behavioral Neurosciences Wayne State University School of Medicine Detroit Michigan USA
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences Wayne State University School of Medicine Detroit Michigan USA
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Kamgar M, Assad H, Hastert TA, McLaughlin E, Reding K, Paskett ED, Bea JW, Shadyab AH, Neuhouser ML, Nassir R, Crane TE, Sreeram K, Greenwald MK, Simon MS. Peripheral neuropathy after breast cancer: An analysis of data from the Women’s Health Initiative Life and Longevity After Cancer cohort. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.e24093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e24093 Background: There are over 3.8 million breast cancer survivors in the United States, and many experience long-term side effects from chemotherapy. Factors associated with peripheral neuropathy (PN), one troubling side effect, following breast cancer among women are unknown. Methods: We included 2,420 women enrolled in the Women’s Health Initiative and diagnosed prospectively with local or regional stage breast cancer and followed in the Life and Longevity After Cancer (LILAC) study. PN was assessed by response to the baseline LILAC questionnaire regarding the presence of “nerve problems, tingling sensations” after treatment. Data were collected on initial course of therapy (surgery, radiation, and chemotherapy) through Medicare linkage or the LILAC staging and treatment form. Chi-square and Wilcoxon rank-sum tests were used for univariate comparison of socio-demographics, clinical and diagnosis characteristics associated with the presence or absence of PN. Results: The sample included 1,913 women (79%) with local and 507 women (21%) with regional stage disease. Initial course of therapy included either surgery alone (21%), surgery and radiation (53%), or surgery and chemotherapy (+/- radiation) (26%). Seventeen percent of women reported experiencing PN days (30%), months (46%) or years (24%) following treatment. Three-quarters (74%) reported ongoing symptoms at the time of the LILAC survey. PN was reported by 33% of chemotherapy recipients, compared to 12% in the surgery alone group, and 11% in the group that received surgery and radiation (p<0.0001). The prevalence of PN was higher among women receiving regimens containing paclitaxel (52%) and docetaxel (39%), compared to those receiving other chemotherapy (17%) (p<0.0001). Conclusions: PN is an important complication of taxane-based chemotherapy. Further analysis will explore the relationship between socio-demographic, clinical and treatment on the development, timing of, and severity of PN after cancer directed therapy.
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Affiliation(s)
| | - Hadeel Assad
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, MI
| | - Theresa A. Hastert
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, MI
| | | | | | | | | | | | | | | | | | - Kalyan Sreeram
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, MI
| | - Mark K. Greenwald
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, MI
| | - Michael S. Simon
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, MI
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Moses TE, Burmeister M, Greenwald MK. Heroin delay discounting and impulsivity: Modulation by DRD1 genetic variation. Addict Biol 2020; 25:e12777. [PMID: 31192519 DOI: 10.1111/adb.12777] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 04/11/2019] [Accepted: 04/27/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND Dopamine D1 receptors (encoded by DRD1) are implicated in drug addiction and high-risk behaviors. Delay discounting (DD) procedures measure decisional balance between choosing smaller/sooner rewards vs larger/later rewards. Individuals with higher DD (rapid discounting) are prone to maladaptive behaviors that provide immediate reinforcement (eg, substance use). DRD1 variants have been linked with increased DD (in healthy volunteers) and opioid abuse. This study determined whether four dopaminergic functional variants modulated heroin DD and impulsivity. METHODS Substance use, DD, and genotype data (DRD1 rs686 and rs5326, DRD3 rs6280, COMT rs4680) were obtained from 106 current heroin users. Subjects completed an array of DD choices during two imagined conditions: heroin satiation and withdrawal. Rewards were expressed as $10 heroin bag units, with maximum delayed amount of 30 bags. Delays progressively increased from 3 to 96 hours. RESULTS DRD1 rs686 (A/A, n = 25; G/A, n = 56; G/G, n = 25) was linearly related to the difference in heroin DD (area under the curve; AUC) between the heroin satiation and withdrawal conditions; specifically, G/G homozygotes had a significantly smaller (satiation minus withdrawal) AUC difference score had higher drug-use impulsivity questionnaire scores, relative to A/A homozygotes, with G/A intermediate. DRD3 and COMT variants were not associated with these DD and impulsivity outcomes. CONCLUSION DRD1 rs686 modulated the difference in heroin DD score between pharmacological states and was associated with drug-use impulsivity. These data support a role of DRD1 in opioid DD and impulsive behaviors.
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Moses TEH, Greenwald MK. History of regular nonmedical sedative and/or alcohol use differentiates substance-use patterns and consequences among chronic heroin users. Addict Behav 2019; 97:14-19. [PMID: 31112911 PMCID: PMC6581601 DOI: 10.1016/j.addbeh.2019.05.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 05/15/2019] [Accepted: 05/15/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Concurrent use of sedating substances (e.g. alcohol or benzodiazepines) with opioids is associated with increased negative consequences of opioid use; however, few studies have attempted to differentiate effects of using sedating substances on heroin-use outcomes. This study examines differences between heroin users who use alcohol or misuse sedatives regularly and those who do not. METHODS Substance-use data were collected from 367 non-treatment seeking, chronic heroin-using, 18-to-55 year-old participants. We created 4 groups based on self-reported lifetime history of regular (at least weekly) substance use: heroin only (n = 95), heroin and sedatives (n = 21), heroin and alcohol (n = 151), and heroin, sedative, and alcohol (n = 100). Chi-square analyses and ANOVAs with Bonferroni post hoc tests were used to explore differences between these groups. RESULTS Heroin users who denied lifetime alcohol or nonmedical sedative use regularly endorsed fewer consequences associated with any substance they had used. Total adverse consequences of heroin use (e.g. health problems) were significantly higher among those who misused sedatives regularly, irrespective of alcohol use history (F(3,361) = 10.21; p < .001). Regular alcohol use did not independently impact heroin consequences but was associated with increased use of other substances. CONCLUSIONS Although polysubstance use is normative among heroin users, the risks depend on the substances used. Regular sedative use is associated with increased heroin consequences whereas regular alcohol use is not. This study refines the investigation of polysubstance use and highlights subgroup differences depending on types of substances used regularly. This knowledge is critical for understanding substance-use motivations and creating avenues for harm reduction.
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Affiliation(s)
- Tabitha E H Moses
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA; Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI 48201, USA.
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Moses TE, Lister JJ, Greenwald MK. A Comparison of Substance Use Patterns Among Lifetime Heroin-Injecting Individuals By Racial Groups. Addict Res Theory 2019; 28:260-268. [PMID: 32863812 PMCID: PMC7454016 DOI: 10.1080/16066359.2019.1630384] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 06/06/2019] [Accepted: 06/06/2019] [Indexed: 06/11/2023]
Abstract
BACKGROUND Studies have identified differential substance use patterns by racial groups. One of the most commonly reported differences is a higher rate of injection drug use (IDU) among Non-Hispanic Whites compared to African Americans, but this is complicated by factors related to IDU (e.g., earlier drug-use initiation) that overlap with being White. OBJECTIVE We explored differential substance use-patterns by racial groups within a sample of injection heroin users. METHODS Substance-use data were collected from 373 not-in-treatment heroin users who endorsed any lifetime injection use (69.4% male). We examined differences in substance-use patterns (e.g., age of initiation, gateway adherence) by racial groups. Multiple t-tests with Bonferroni correction were conducted to understand which demographic and substance-use characteristics varied by racial groups. RESULTS Relative to Non-Hispanic Whites, African Americans (45.8% of sample) were more likely to start using heroin earlier in their life, but also more likely to experience a longer delay between starting and regularly using heroin. We also identified differences in the degree of (injection) heroin-use consequences by racial groups. After correcting for multiple comparisons and controlling for age and gender, we observed differences for six substance-use and demographic characteristics by racial group. White participants were younger, started cocaine use earlier, and experienced more heroin-use consequences across two separate domains. CONCLUSIONS After controlling for injection use, we observed differential substance-use characteristics by racial groups. The findings could be used to develop targeted prevention and harm-reduction strategies.
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Affiliation(s)
- Tabitha E.H. Moses
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI 48201, USA
| | - Jamey J. Lister
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI 48201, USA
- School of Social Work, Wayne State University, Detroit, MI 48201, USA
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI 48201, USA
- Department of Pharmacy Practice, Wayne State University, Detroit, MI 48201, USA
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Lister JJ, Brown S, Greenwald MK, Ledgerwood DM. Gender-specific predictors of methadone treatment outcomes among African Americans at an urban clinic. Subst Abus 2019; 40:185-193. [PMID: 30888262 DOI: 10.1080/08897077.2018.1547810] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background: African American patients with opioid use disorder (OUD) have demonstrated poorer methadone maintenance treatment (MMT) outcomes compared with white patients. This issue is further complicated in urban settings, where African Americans experience high rates of poverty and publicly funded treatment. Despite interrelated factors that disadvantage African Americans, the literature focusing on this population is scant. To address this shortcoming, we conducted the first investigation of gender differences and gender-specific MMT outcome predictors among African Americans (or any racial minority population). This study provides gender-specific findings to improve African American MMT outcomes. Methods: We studied 211 African American patients (male: n = 137, 64.9%) at an urban, university-affiliated MMT clinic. We used existing intake data to assess baseline demographic, substance use, mental health, and interpersonal factors. Primary outcomes were 3-month drug+ (positive) urine drug screen (UDS) results and treatment retention. Results: Women were more likely (than men) to endorse histories of interpersonal violence, substance abuse in their social network, and mental health problems. Men reported a greater likelihood (than women) for early opioid-use onset and a lack of prior MMT. There were no gender differences in 3-month drug+ UDS or treatment retention. In multivariable analyses among women, no baseline factors predicted 3-month opioid+ UDS and physical abuse history predicted a higher proportion of 3-month cocaine+ UDS. Among men, primary injection opioid use and older age best predicted a higher proportion of 3-month cocaine+ UDS and parent substance abuse predicted shorter retention. In both gender-stratified analyses, higher proportions of 3-month opioid+ UDS and cocaine+ UDS predicted shorter retention. Conclusions: This study offers an analysis of gender differences in risk factors, MMT outcomes, and gender-specific predictors among African American patients. MMT clinics should tailor assessment and treatment protocols to address gender-specific needs.
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Affiliation(s)
- Jamey J Lister
- School of Social Work, Wayne State University , Detroit , Michigan , USA.,Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine , Detroit , Michigan , USA
| | - Suzanne Brown
- School of Social Work, Wayne State University , Detroit , Michigan , USA
| | - Mark K Greenwald
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine , Detroit , Michigan , USA.,Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University , Detroit , Michigan , USA
| | - David M Ledgerwood
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine , Detroit , Michigan , USA
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Ledgerwood DM, Lister JJ, LaLiberte B, Lundahl LH, Greenwald MK. Injection opioid use as a predictor of treatment outcomes among methadone-maintained opioid-dependent patients. Addict Behav 2019; 90:191-195. [PMID: 30412910 DOI: 10.1016/j.addbeh.2018.10.046] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 10/08/2018] [Accepted: 10/29/2018] [Indexed: 12/01/2022]
Abstract
BACKGROUND Injection opioid use is associated with more severe health and psychosocial consequences relative to non-injection use, but few studies have examined whether injection use is associated with methadone maintenance treatment outcomes. The present study examined differential MMT outcomes among opioid injectors and non-injectors. METHODS Data were extracted from the clinic charts of opioid-dependent MMT patients (N = 290; n = 115 injectors) enrolled in a university-affiliated, urban MMT clinic. Injection status was examined as a predictor of short- (3-month opioid, cocaine, benzodiazepine and cannabis urine drug screens) and long- (days retained in treatment) term MMT outcomes. RESULTS Bivariate analyses revealed injection users were less likely to be African American and to have completed high school, were more likely to have started heroin use before age 21, to report having hepatitis C, to report a baseline cocaine use disorder, and had higher methadone doses at 3-months into treatment. Injection status significantly predicted a greater proportion of cocaine-positive urine drug screens in the first 3 months of treatment, but did not significantly predict opioid, benzodiazepine or cannabis drug screens, or length of treatment retention. CONCLUSION This is one of a handful of studies to examine injection status as a predictor of MMT outcomes. Injection status is associated with cocaine use early in treatment, which has implications for the focus of treatment.
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Affiliation(s)
- David M Ledgerwood
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA.
| | - Jamey J Lister
- School of Social Work, Wayne State University, Detroit, MI 48201, USA
| | - Benjamin LaLiberte
- Department of Psychology, Wayne State University, Detroit, MI 48201, USA
| | - Leslie H Lundahl
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA; Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI 48201, USA
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Haight BR, Learned SM, Laffont CM, Fudala PJ, Zhao Y, Garofalo AS, Greenwald MK, Nadipelli VR, Ling W, Heidbreder C. Efficacy and safety of a monthly buprenorphine depot injection for opioid use disorder: a multicentre, randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 2019; 393:778-790. [PMID: 30792007 DOI: 10.1016/s0140-6736(18)32259-1] [Citation(s) in RCA: 166] [Impact Index Per Article: 33.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 08/28/2018] [Accepted: 09/07/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND RBP-6000, referred to as BUP-XR (extended-release buprenorphine), is a subcutaneously injected, monthly buprenorphine treatment for opioid use disorder. BUP-XR provides sustained buprenorphine plasma concentrations to block drug-liking of abused opioids over the entire monthly dosing period, while controlling withdrawal and craving symptoms. Administration of BUP-XR in a health-care setting also mitigates abuse, misuse, diversion, and unintentional exposure. We aimed to investigate the efficacy of different BUP-XR dosing regimens in participants with opioid use disorder. METHODS This randomised, double-blind, placebo-controlled, phase 3 trial was done at 36 treatment centres in the USA. Treatment-seeking adults aged 18-65 years who had moderate or severe opioid use disorder (as defined by the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders) entered an open-label run-in phase of up to 2 weeks' treatment with buprenorphine-naloxone sublingual film. Eligible participants were then randomly assigned (4:4:1:1) with an interactive voice/web-response system to receive BUP-XR 300 mg/300 mg (six injections of 300 mg), BUP-XR 300 mg/100 mg (two injections of 300 mg plus four injections of 100 mg), or volume-matched placebo every 28 days, and received weekly individual drug counselling. No supplemental buprenorphine was allowed. The primary efficacy endpoint was participants' percentage abstinence from opioid use, defined as the percentage of each participant's negative urine samples and self-reports of illicit opioid use from week 5 to week 24, analysed in the full analysis set. Safety was assessed in all participants who received at least one dose of BUP-XR or placebo. This study is registered with ClinicalTrials.gov, number NCT02357901. FINDINGS From Jan 28, 2015, to Nov 12, 2015, 1187 potential participants were screened, 665 entered run-in, and 504 received BUP-XR 300 mg/300 mg (n=201), BUP-XR 300 mg/100 mg (n=203), or placebo (n=100). Mean participants' percentage abstinence was 41·3% (SD 39·7) for BUP-XR 300 mg/300 mg and 42·7% (38·5) for 300 mg/100 mg, compared with 5·0% (17·0) for placebo (p<0·0001 for both BUP-XR regimens). No compensatory non-opioid drug use was observed during BUP-XR treatment. The most common adverse events were headache (17 [8%] participants in the BUP-XR 300 mg/300 mg group vs 19 [9%] participants in the BUP-XR 300 mg/100 mg group vs six [6%] participants in the placebo group), constipation (16 [8%] vs 19 [9%] vs 0), nausea (16 [8%] vs 18 [9%] vs five [5%]), and injection-site pruritis (19 [9%] vs 13 [6%] vs four [4%]). The BUP-XR safety profile was consistent with other buprenorphine products for treatment of opioid use disorder, except for injection-site reactions, which were reported in more than 5% of all participants who received BUP-XR, but were mostly mild and not treatment-limiting. INTERPRETATION Participants' percentage abstinence was significantly higher in both BUP-XR groups than in the placebo group. Treatment with BUP-XR was also well tolerated. The availability of this monthly formulation, delivered by health-care providers, represents an advance in treatment for opioid use disorder that enhances the benefits of buprenorphine by delivering sustained, optimal exposure, while reducing risks of current buprenorphine products. FUNDING Indivior.
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Affiliation(s)
| | | | | | | | - Yue Zhao
- Indivior Inc, North Chesterfield, VA, USA
| | | | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA.
| | | | - Walter Ling
- UCLA David Geffen School of Medicine, Department of Family Medicine, Center for Behavioral & Addiction Medicine, Los Angeles, CA, USA
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Woodcock EA, Greenwald MK, Khatib D, Diwadkar VA, Stanley JA. Pharmacological stress impairs working memory performance and attenuates dorsolateral prefrontal cortex glutamate modulation. Neuroimage 2019; 186:437-445. [PMID: 30458306 PMCID: PMC6491044 DOI: 10.1016/j.neuroimage.2018.11.017] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 11/10/2018] [Accepted: 11/12/2018] [Indexed: 02/04/2023] Open
Abstract
Working memory processes are associated with the dorsolateral prefrontal cortex (dlPFC). Prior research using proton functional magnetic resonance spectroscopy (1H fMRS) observed significant dlPFC glutamate modulation during letter 2-back performance, indicative of working memory-driven increase in excitatory neural activity. Acute stress has been shown to impair working memory performance. Herein, we quantified dlPFC glutamate modulation during working memory under placebo (oral lactose) and acute stress conditions (oral yohimbine 54 mg + hydrocortisone 10 mg). Using a double-blind, randomized crossover design, participants (N = 19) completed a letter 2-back task during left dlPFC 1H fMRS acquisition (Brodmann areas 45/46; 4.5 cm3). An automated fitting procedure integrated with LCModel was used to quantify glutamate levels. Working memory-induced glutamate modulation was calculated as percentage change in glutamate levels from passive visual fixation to 2-back levels. Results indicated acute stress significantly attenuated working memory-induced glutamate modulation and impaired 2-back response accuracy, relative to placebo levels. Follow-up analyses indicated 2-back performance significantly modulated glutamate levels relative to passive visual fixation during placebo but not acute stress. Biomarkers, including blood pressure and saliva cortisol, confirmed that yohimbine + hydrocortisone dosing elicited a significant physiological stress response. These findings support a priori hypotheses and demonstrate that acute stress impairs dlPFC function and excitatory activity. This study highlights a neurobiological mechanism through which acute stress may contribute to psychiatric dysfunction and derail treatment progress. Future research is needed to isolate noradrenaline vs. cortisol effects and evaluate anti-stress medications and/or behavioral interventions.
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Affiliation(s)
- Eric A. Woodcock
- Brain Imaging Research Division, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit,
MI,Substance Abuse Research Division, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit,
MI,Corresponding author at: 2 Church Street South,
Suite #314, New Haven, CT, USA;
(EAW)
| | - Mark K. Greenwald
- Substance Abuse Research Division, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit,
MI
| | - Dalal Khatib
- Brain Imaging Research Division, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit,
MI
| | - Vaibhav A. Diwadkar
- Brain Imaging Research Division, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit,
MI
| | - Jeffrey A. Stanley
- Brain Imaging Research Division, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit,
MI
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Greenwald MK, Ruterbusch JJ, Beebe-Dimmer JL, Simon MS, Albrecht TL, Schwartz AG. Risk of incident claims for chemotherapy-induced peripheral neuropathy among women with breast cancer in a Medicare population. Cancer 2018; 125:269-277. [PMID: 30387871 DOI: 10.1002/cncr.31798] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 07/09/2018] [Accepted: 08/29/2018] [Indexed: 01/11/2023]
Abstract
BACKGROUND Chemotherapy-induced peripheral neuropathy (CIPN) is a common and disabling consequence of neurotoxic therapies, yet factors that modulate the development and clinical impact of CIPN are poorly understood. This epidemiological analysis identifies risk factors for the incidence of CIPN. METHODS This retrospective analysis of Surveillance, Epidemiology, and End Results-Medicare data examined predictors of incident CIPN claims among 11,149 women aged 66 years or older with American Joint Commission on Cancer (AJCC) stage II to IV breast cancer (and no secondary cancer diagnosis or preexisting neuropathy) who received chemotherapy. RESULTS Overall, new CIPN claims occurred for 8.3% of patients within 1 year of starting chemotherapy. Risk emerged approximately 3 months after the start of chemotherapy and increased throughout 1 year. Paclitaxel as part of first-line therapy increased CIPN risk 2.7-fold in comparison with nonneurotoxic agents (15.9% vs 5.0%), with lower incidence rates for carboplatin and paclitaxel (11.9%), carboplatin and docetaxel (9.3%), carboplatin alone (7.7%), and docetaxel alone (6.6%). The CIPN incidence rate was higher for women who at the time of their breast cancer diagnosis were relatively young (within this Medicare sample), were at AJCC stage II or III, were married or had an equivalent status, and had fewer comorbidities, but it did not differ by race/ethnicity or poverty level. CONCLUSIONS These Medicare claims database findings indicate that women aged 66 years or older with breast cancer are susceptible to CIPN from taxane and/or platinum compounds, with risk emerging approximately 3 months into treatment. Prospective studies of symptom emergence and clinical response (eg, stopping chemotherapy and adjunctive treatments) are indicated to determine how best to inform patients of this risk and to manage CIPN in this population.
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Affiliation(s)
- Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan.,Karmanos Cancer Institute, Detroit, Michigan
| | - Julie J Ruterbusch
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan.,Karmanos Cancer Institute, Detroit, Michigan
| | - Jennifer L Beebe-Dimmer
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan.,Karmanos Cancer Institute, Detroit, Michigan
| | - Michael S Simon
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan.,Karmanos Cancer Institute, Detroit, Michigan
| | - Terrance L Albrecht
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan.,Karmanos Cancer Institute, Detroit, Michigan
| | - Ann G Schwartz
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan.,Karmanos Cancer Institute, Detroit, Michigan
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Greenwald MK. Anti-stress neuropharmacological mechanisms and targets for addiction treatment: A translational framework. Neurobiol Stress 2018; 9:84-104. [PMID: 30238023 PMCID: PMC6138948 DOI: 10.1016/j.ynstr.2018.08.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 07/30/2018] [Accepted: 08/10/2018] [Indexed: 12/18/2022] Open
Abstract
Stress-related substance use is a major challenge for treating substance use disorders. This selective review focuses on emerging pharmacotherapies with potential for reducing stress-potentiated seeking and consumption of nicotine, alcohol, marijuana, cocaine, and opioids (i.e., key phenotypes for the most commonly abused substances). I evaluate neuropharmacological mechanisms in experimental models of drug-maintenance and relapse, which translate more readily to individuals presenting for treatment (who have initiated and progressed). An affective/motivational systems model (three dimensions: valence, arousal, control) is mapped onto a systems biology of addiction approach for addressing this problem. Based on quality of evidence to date, promising first-tier neurochemical receptor targets include: noradrenergic (α1 and β antagonist, α2 agonist), kappa-opioid antagonist, nociceptin antagonist, orexin-1 antagonist, and endocannabinoid modulation (e.g., cannabidiol, FAAH inhibition); second-tier candidates may include corticotropin releasing factor-1 antagonists, serotonergic agents (e.g., 5-HT reuptake inhibitors, 5-HT3 antagonists), glutamatergic agents (e.g., mGluR2/3 agonist/positive allosteric modulator, mGluR5 antagonist/negative allosteric modulator), GABA-promoters (e.g., pregabalin, tiagabine), vasopressin 1b antagonist, NK-1 antagonist, and PPAR-γ agonist (e.g., pioglitazone). To address affective/motivational mechanisms of stress-related substance use, it may be advisable to combine agents with actions at complementary targets for greater efficacy but systematic studies are lacking except for interactions with the noradrenergic system. I note clinically-relevant factors that could mediate/moderate the efficacy of anti-stress therapeutics and identify research gaps that should be pursued. Finally, progress in developing anti-stress medications will depend on use of reliable CNS biomarkers to validate exposure-response relationships.
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Affiliation(s)
- Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, 48201, USA
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Moses TE, Lundahl LH, Greenwald MK. Factors associated with sedative use and misuse among heroin users. Drug Alcohol Depend 2018; 185:10-16. [PMID: 29413433 PMCID: PMC5889740 DOI: 10.1016/j.drugalcdep.2017.11.035] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 11/13/2017] [Accepted: 11/24/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Rates of both opioid and sedative use and misuse are rising. Comorbid opioid and sedative use is associated with especially severe consequences (e.g., overdose and poor health outcomes). Heroin users report multiple motivations for sedative use, including self-medication. We aimed to understand differences in lifetime substance use characteristics between heroin users with different sedative use histories. METHODS Substance use data were collected from 385 non-treatment seeking heroin users. Subjects were divided into four lifetime sedative-use groups: no use, medical use only, non-medical use only, and mixed medical and non-medical use. We examined patterns of use of various substances of abuse (tobacco, alcohol, marijuana, cocaine, heroin, and sedatives) and individual characteristics associated with each. RESULTS Non-medical sedative use (alone or in addition to medical use) was associated with more negative consequences from using all substances. Medical sedative use alone was not related to increased overdose or emergency room visits associated with heroin use. Non-medical sedative use was associated with increases in 15 of the 21 measured heroin consequences and only one of those - health problems - was also associated with medical sedative use. CONCLUSIONS Concomitant non-medical sedative use and heroin use is associated with significantly greater negative outcomes than those experienced by heroin users who report use of sedatives only as prescribed. Understanding these differences offers insight into risks related to using both substances and may help treatment providers create targeted harm reduction interventions for this population.
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Affiliation(s)
- Tabitha E.H. Moses
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine
| | - Leslie H. Lundahl
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine,Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences Wayne State University, Detroit, MI 48201, USA
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Moses TEH, Woodcock EA, Lister JJ, Lundahl LH, Greenwald MK. Developing a scale of domains of negative consequences of chronic heroin use. Addict Behav 2018; 77:260-266. [PMID: 28756940 DOI: 10.1016/j.addbeh.2017.07.027] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 07/20/2017] [Indexed: 11/17/2022]
Abstract
BACKGROUND Chronic use of heroin typically leads to numerous negative life consequences and serious clinical impairment. Increased negative consequences can result in poor treatment outcomes as well as adverse health effects and impaired social functioning. Certain risk factors, including early substance use initiation, concurrent use of other illicit substances, and injection drug use are associated with an increase in negative consequences. This study examined whether there are unique domains of heroin consequences and, if so, whether these domains are related to specific substance use characteristics. METHODS Data regarding substance use characteristics were collected from 370 non-treatment seeking, heroin-using, 18 to 55year-old participants from the Detroit metropolitan area. Principal component analysis (PCA) was used to analyze the factor structure of 21 negative heroin consequence items. RESULTS PCA demonstrated that heroin consequences could be divided into 5 unique domains. These unique domains were related to specific substance use characteristics and heroin consequence domains. Injection heroin use was significantly associated with increased Factor 1 consequences (primarily acute medical problems) but not with consequences in other domains. Certain substance use characteristics, such as injection status and earlier onset of marijuana use, were associated with increased consequences in specific domains. CONCLUSIONS These findings support the existence of unique domains of negative consequences, and indicate that some risk factors (e.g. injection use) may be specific to these domains. Potential tailored-treatment strategies aimed at improving treatment engagement and reducing harm for heroin use based on person-specific risks and negative consequences are discussed.
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Affiliation(s)
- Tabitha E H Moses
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Eric A Woodcock
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA; Translational Neuroscience Program, Wayne State University, Detroit, MI 48201, USA
| | - Jamey J Lister
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA; School of Social Work, Wayne State University, Detroit, MI 48201, USA
| | - Leslie H Lundahl
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA; Translational Neuroscience Program, Wayne State University, Detroit, MI 48201, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA; Translational Neuroscience Program, Wayne State University, Detroit, MI 48201, USA; Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI 48201, USA.
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Reid HH, Lundahl LH, Lister JJ, Woodcock EA, Greenwald MK. Mediational Pathways Among Trait Impulsivity, Heroin-use Consequences, and Current Mood State. Addict Res Theory 2018; 26:421-429. [PMID: 30150910 PMCID: PMC6108588 DOI: 10.1080/16066359.2018.1434513] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND This study examined whether lifetime heroin-use consequences mediate the relationship between trait impulsivity and three current mood outcomes: depression symptoms, stress levels, and perception of life events. METHOD Regular heroin users (N = 163) were assessed using the Barratt Impulsiveness Scale (BIS-11) to measure trait impulsivity; a standardized Drug History and Use Questionnaire to measure lifetime adverse consequences of heroin use; Beck Depression Inventory II to measure current depression symptoms; Stress subscale of the Depression Anxiety Stress scale; and Hassles and Uplifts scale to measure perception of life events. RESULTS BIS-11 Attentional and Motor impulsivity were positively related to number of adverse heroin-use consequences, depression symptoms, and stress level, and negatively associated with positive perception of events. A greater number of heroin-use consequences was related to more depression symptoms, higher stress, more negative perception of events, injection heroin use, and earlier ages of first and regular heroin use. In six mediation models, lifetime heroin-use consequences partially mediated relationships between two trait impulsivity domains (Attentional, Motor) and current mood measures (depression symptoms, stress, perception of events). CONCLUSIONS The present findings suggest that current negative mood can be a response to the accumulated burden of heroin-use consequences, particularly in the presence of high trait impulsivity.
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Affiliation(s)
- Holly H. Reid
- Beaumont Health System, Wayne, MI, USA
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Leslie H. Lundahl
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Jamey J. Lister
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
- School of Social Work, Wayne State University, Detroit, MI, USA
| | - Eric A. Woodcock
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
- Department of Pharmacy Practice, Wayne State University, Detroit, MI, USA
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Lister JJ, Greenwald MK, Ledgerwood DM. Baseline risk factors for drug use among African-American patients during first-month induction/stabilization on methadone. J Subst Abuse Treat 2017; 78:15-21. [PMID: 28554598 DOI: 10.1016/j.jsat.2017.04.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 04/09/2017] [Accepted: 04/11/2017] [Indexed: 12/17/2022]
Abstract
Drug use during methadone induction/stabilization negatively influences later methadone-maintenance-treatment [MMT] outcomes (retention, abstinence). Our study examined the association of baseline risk factors to drug use during the first month of methadone treatment as well as longer-term treatment retention. We conducted these analyses among a race/ethnic minority group at high risk for worse MMT outcomes. African-American MMT patients (N=212) were interviewed at intake to assess clinical (drug use history), psychosocial (close family member substance abuse, psychosocial problems), and demographic factors. Outcomes were first-month opioid+ and cocaine+ urine drug screen [UDS] results and retention (days in treatment). In bivariate analyses, co-occurring cocaine abuse/dependence was associated with worse outcomes for opioid+ UDS, cocaine+ UDS, and retention. Being a primary injection opioid user and residing farther from the clinic were associated with a higher proportion of cocaine+ UDS and shorter retention, respectively. Patients with a significant other substance abuse history provided a higher proportion of both opioid+ and cocaine+ UDS. Sibling and parent substance abuse histories were associated with a higher proportion of opioid+ UDS and shorter retention. Psychosocial problems (economic, housing) were associated with a higher proportion of cocaine+ UDS. In multivariate analyses, co-occurring cocaine abuse/dependence and primary injection opioid use best accounted for first-month opioid+ and cocaine+ UDS, respectively. A higher proportion of first-month opioid+ and cocaine+ UDS and living farther from the clinic accounted for retention. African-American patients reporting baseline risk factors (particularly clinical) experience worse short- and long-term MMT outcomes. Recommendations for improving standards of care are discussed.
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Affiliation(s)
- Jamey J Lister
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA; School of Social Work, Wayne State University, Detroit, MI, USA.
| | - Mark K Greenwald
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA; Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, USA
| | - David M Ledgerwood
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA.
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Arfken CL, Suchanek J, Greenwald MK. Characterizing fentanyl use in methadone-maintained clients. J Subst Abuse Treat 2017; 75:17-21. [DOI: 10.1016/j.jsat.2017.01.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 01/10/2017] [Accepted: 01/12/2017] [Indexed: 11/28/2022]
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Bohnert ASB, Bonar EE, Cunningham R, Greenwald MK, Thomas L, Chermack S, Blow FC, Walton M. A pilot randomized clinical trial of an intervention to reduce overdose risk behaviors among emergency department patients at risk for prescription opioid overdose. Drug Alcohol Depend 2016; 163:40-7. [PMID: 27062245 DOI: 10.1016/j.drugalcdep.2016.03.018] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Revised: 03/14/2016] [Accepted: 03/17/2016] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND AIMS Prescription opioid overdose is a significant public health problem. Interventions to prevent overdose risk behaviors among high-risk patients are lacking. This study examined the impact of a motivational intervention to reduce opioid misuse and overdose risk behaviors. METHODS This study was a pilot randomized controlled trial set in a single emergency department (ED) in which, 204 adult, English-speaking patients seeking care who reported prescription opioid misuse during the prior 3 months were recruited. Patients were randomized to either the intervention, a 30-minute motivational interviewing-based session delivered by a therapist plus educational enhanced usual care (EUC), or EUC alone. Participants completed self-reported surveys at baseline and 6 months post-baseline (87% retention rate) to measure the primary outcomes of overdose risk behaviors and the secondary outcome of non-medical opioid use. FINDINGS Participants in the intervention condition reported significantly lower levels of overdose risk behaviors (incidence rate ratio [IRR]=0.72, 95% CI: 0.59-0.87; 40.5% reduction in mean vs. 14.7%) and lower levels of non-medical opioid use (IRR=0.81, 95% CI: 0.70-0.92; 50.0% reduction in mean vs. 39.5%) at follow-up compared to the EUC condition. CONCLUSIONS This study represents the first clinical trial of a behavioral intervention to reduce overdose risk. Results indicate that this single motivational enhancement session reduced prescription opioid overdose risk behaviors, including opioid misuse, among adult patients in the ED.
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Affiliation(s)
- Amy S B Bohnert
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA; VA Center for Clinical Management Research (CCMR), Department of Veterans Affairs Healthcare System, 2800 Plymouth Rd., Bldg. 16, Ann Arbor, MI 48109, USA; University of Michigan Injury Center, University of Michigan Medical School, 2800 Plymouth Rd., Bldg. 10, Ann Arbor, MI 48109, USA; Institute for Healthcare Policy and Innovation, University of Michigan, 2800 Plymouth Rd., Bldg. 16, Ann Arbor, MI 48109, USA.
| | - Erin E Bonar
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA
| | - Rebecca Cunningham
- University of Michigan Injury Center, University of Michigan Medical School, 2800 Plymouth Rd., Bldg. 10, Ann Arbor, MI 48109, USA; Institute for Healthcare Policy and Innovation, University of Michigan, 2800 Plymouth Rd., Bldg. 16, Ann Arbor, MI 48109, USA; Department of Emergency Medicine, University of Michigan Medical School, 1500 East Medical Center Drive, Ann Arbor, MI 48109, USA; Department of Health Behavior and Health Education, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, and Department of Pharmacy Practice, 3901Chrysler Service Drive, Suite 2A, Wayne State University, Detroit, MI 48201, USA
| | - Laura Thomas
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA; VA Center for Clinical Management Research (CCMR), Department of Veterans Affairs Healthcare System, 2800 Plymouth Rd., Bldg. 16, Ann Arbor, MI 48109, USA
| | - Stephen Chermack
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA; VA Center for Clinical Management Research (CCMR), Department of Veterans Affairs Healthcare System, 2800 Plymouth Rd., Bldg. 16, Ann Arbor, MI 48109, USA
| | - Frederic C Blow
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA; VA Center for Clinical Management Research (CCMR), Department of Veterans Affairs Healthcare System, 2800 Plymouth Rd., Bldg. 16, Ann Arbor, MI 48109, USA
| | - Maureen Walton
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA; University of Michigan Injury Center, University of Michigan Medical School, 2800 Plymouth Rd., Bldg. 10, Ann Arbor, MI 48109, USA
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Maslowsky J, Schulenberg J, Chiodo LM, Hannigan JH, Greenwald MK, Janisse J, Sokol RJ, Delaney-Black V. Parental Support, Mental Health, and Alcohol and Marijuana Use in National and High-Risk African-American Adolescent Samples. Subst Abuse 2016; 9:11-20. [PMID: 26843811 PMCID: PMC4736548 DOI: 10.4137/sart.s22441] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Revised: 09/21/2015] [Accepted: 09/23/2015] [Indexed: 11/05/2022]
Abstract
African-American adolescents experience disproportionate rates of negative consequences of substance use despite using substances at average or below-average rates. Due to underrepresentation of African-American adolescents in etiological literature, risk and protective processes associated with their substance use require further study. This study examines the role of parental support in adolescents' conduct problems (CPs), depressive symptoms (DSs), and alcohol and marijuana use in a national sample and a high-risk sample of African-American adolescents. In both samples, parental support was inversely related to adolescent CPs, DSs, and alcohol and marijuana use. CPs, but not DSs, partially mediated the relation of parental support to substance use. Results were consistent across the national and high-risk samples, suggesting that the protective effect of parental support applies to African-American adolescents from a range of demographic backgrounds.
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Affiliation(s)
- Julie Maslowsky
- Department of Kinesiology and Health Education, Population Research Center, University of Texas, Austin, TX, USA
| | - John Schulenberg
- Department of Psychology, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Lisa M Chiodo
- College of Nursing, University of Massachusetts, Amherst, MA, USA
| | - John H Hannigan
- Merrill Palmer Skillman Institute, Wayne State University, Detroit, MI, USA.; Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA.; Department of Pharmacy Practice, Wayne State University, Detroit, MI, USA
| | - James Janisse
- Department of Family Medicine, Wayne State University, Detroit, MI, USA
| | - Robert J Sokol
- Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI, USA
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Stoltman JJ, Woodcock EA, Lister JJ, Lundahl LH, Greenwald MK. Heroin delay discounting: Modulation by pharmacological state, drug-use impulsivity, and intelligence. Exp Clin Psychopharmacol 2015; 23:455-63. [PMID: 26595426 PMCID: PMC4661782 DOI: 10.1037/pha0000054] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Delay discounting (DD) refers to how rapidly an individual devalues goods based on delays to receipt. DD usually is considered a trait variable but can be state dependent, yet few studies have assessed commodity valuation at short, naturalistically relevant time intervals that might enable state-dependent analysis. This study aimed to determine whether drug-use impulsivity and intelligence influence heroin DD at short (ecologically relevant) delays during two pharmacological states (heroin satiation and withdrawal). Out-of-treatment, intensive heroin users (n = 170; 53.5% African American; 66.7% male) provided complete DD data during imagined heroin satiation and withdrawal. Delays were 3, 6, 12, 24, 48, 72, and 96 hours; maximum delayed heroin amount was thirty $10 bags. Indifference points were used to calculate area under the curve (AUC). We also assessed drug-use impulsivity (subscales from the Impulsive Relapse Questionnaire [IRQ]) and estimated intelligence (Shipley IQ) as predictors of DD. Heroin discounting was greater (smaller AUC) during withdrawal than satiation. In regression analyses, lower intelligence and IRQ Capacity for Delay as well as higher IRQ Speed (to return to drug use) predicted greater heroin discounting in the satiation condition. Lower intelligence and higher IRQ Speed predicted greater discounting in the withdrawal condition. Sex, race, substance use variables, and other IRQ subscales were not significantly related to the withdrawal or satiation DD behavior. In summary, heroin discounting was temporally rapid, pharmacologically state dependent, and predicted by drug-use impulsivity and estimated intelligence. These findings highlight a novel and sensitive measure of acute DD that is easy to administer.
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Affiliation(s)
- Jonathan J.K. Stoltman
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Eric A. Woodcock
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Jamey J. Lister
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Leslie H. Lundahl
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA,Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI 48201, USA,Corresponding author at: Department of Psychiatry and Behavioral Neurosciences, Tolan Park Medical Building, Suite 2A, 3901 Chrysler Service Drive, Detroit, MI 48201, USA. Tel.: +1 313 993 3965; fax: +1 313 993 1372.
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