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Sangchooli A, Zare-Bidoky M, Fathi Jouzdani A, Schacht J, Bjork JM, Claus ED, Prisciandaro JJ, Wilson SJ, Wüstenberg T, Potvin S, Ahmadi P, Bach P, Baldacchino A, Beck A, Brady KT, Brewer JA, Childress AR, Courtney KE, Ebrahimi M, Filbey FM, Garavan H, Ghahremani DG, Goldstein RZ, Goudriaan AE, Grodin EN, Hanlon CA, Haugg A, Heilig M, Heinz A, Holczer A, Van Holst RJ, Joseph JE, Juliano AC, Kaufman MJ, Kiefer F, Khojasteh Zonoozi A, Kuplicki RT, Leyton M, London ED, Mackey S, McClernon FJ, Mellick WH, Morley K, Noori HR, Oghabian MA, Oliver JA, Owens M, Paulus MP, Perini I, Rafei P, Ray LA, Sinha R, Smolka MN, Soleimani G, Spanagel R, Steele VR, Tapert SF, Vollstädt-Klein S, Wetherill RR, Witkiewitz K, Yuan K, Zhang X, Verdejo-Garcia A, Potenza MN, Janes AC, Kober H, Zilverstand A, Ekhtiari H. Parameter Space and Potential for Biomarker Development in 25 Years of fMRI Drug Cue Reactivity: A Systematic Review. JAMA Psychiatry 2024; 81:414-425. [PMID: 38324323 DOI: 10.1001/jamapsychiatry.2023.5483] [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] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
Importance In the last 25 years, functional magnetic resonance imaging drug cue reactivity (FDCR) studies have characterized some core aspects in the neurobiology of drug addiction. However, no FDCR-derived biomarkers have been approved for treatment development or clinical adoption. Traversing this translational gap requires a systematic assessment of the FDCR literature evidence, its heterogeneity, and an evaluation of possible clinical uses of FDCR-derived biomarkers. Objective To summarize the state of the field of FDCR, assess their potential for biomarker development, and outline a clear process for biomarker qualification to guide future research and validation efforts. Evidence Review The PubMed and Medline databases were searched for every original FDCR investigation published from database inception until December 2022. Collected data covered study design, participant characteristics, FDCR task design, and whether each study provided evidence that might potentially help develop susceptibility, diagnostic, response, prognostic, predictive, or severity biomarkers for 1 or more addictive disorders. Findings There were 415 FDCR studies published between 1998 and 2022. Most focused on nicotine (122 [29.6%]), alcohol (120 [29.2%]), or cocaine (46 [11.1%]), and most used visual cues (354 [85.3%]). Together, these studies recruited 19 311 participants, including 13 812 individuals with past or current substance use disorders. Most studies could potentially support biomarker development, including diagnostic (143 [32.7%]), treatment response (141 [32.3%]), severity (84 [19.2%]), prognostic (30 [6.9%]), predictive (25 [5.7%]), monitoring (12 [2.7%]), and susceptibility (2 [0.5%]) biomarkers. A total of 155 interventional studies used FDCR, mostly to investigate pharmacological (67 [43.2%]) or cognitive/behavioral (51 [32.9%]) interventions; 141 studies used FDCR as a response measure, of which 125 (88.7%) reported significant interventional FDCR alterations; and 25 studies used FDCR as an intervention outcome predictor, with 24 (96%) finding significant associations between FDCR markers and treatment outcomes. Conclusions and Relevance Based on this systematic review and the proposed biomarker development framework, there is a pathway for the development and regulatory qualification of FDCR-based biomarkers of addiction and recovery. Further validation could support the use of FDCR-derived measures, potentially accelerating treatment development and improving diagnostic, prognostic, and predictive clinical judgments.
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Affiliation(s)
- Arshiya Sangchooli
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia
| | - Mehran Zare-Bidoky
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Fathi Jouzdani
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | - Joseph Schacht
- Department of Psychiatry, University of Colorado School of Medicine, Aurora
| | - James M Bjork
- Institute for Drug and Alcohol Studies, Department of Psychiatry, Virginia Commonwealth University, Richmond
| | - Eric D Claus
- Department of Biobehavioral Health, The Pennsylvania State University, University Park
| | - James J Prisciandaro
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston
| | - Stephen J Wilson
- Department of Psychology, The Pennsylvania State University, State College
| | - Torsten Wüstenberg
- Field of Focus IV, Core Facility for Neuroscience of Self-Regulation (CNSR), Heidelberg University, Heidelberg, Germany
| | - Stéphane Potvin
- Department of Psychiatry and Addiction, Université de Montréal, Montréal, Quebec, Canada
| | - Pooria Ahmadi
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Patrick Bach
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health (CIMH), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Alex Baldacchino
- School of Medicine, University of St Andrews, St Andrews, Scotland
| | - Anne Beck
- Faculty of Health, Health and Medical University, Potsdam, Germany
- Department of Psychiatry and Neurosciences, Charité Campus Mitte, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Kathleen T Brady
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston
| | - Judson A Brewer
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island
| | | | | | - Mohsen Ebrahimi
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | - Francesca M Filbey
- Center for BrainHealth, School of Behavioral and Brain Sciences, University of Texas at Dallas
| | - Hugh Garavan
- Department of Psychiatry, University of Vermont, Burlington
| | - Dara G Ghahremani
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Rita Z Goldstein
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Anneke E Goudriaan
- Department of Psychiatry, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Erica N Grodin
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Colleen A Hanlon
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina
- BrainsWay Inc, Winston-Salem, North Carolina
| | - Amelie Haugg
- Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Markus Heilig
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Andreas Heinz
- Department of Psychiatry and Neurosciences, Charité Campus Mitte, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Adrienn Holczer
- Department of Neurology, Albert Szent-Györgyi Health Centre, University of Szeged, Szeged, Hungary
| | - Ruth J Van Holst
- Amsterdam Institute for Addiction Research, Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Jane E Joseph
- Department of Neuroscience, Medical University of South Carolina, Charleston
| | | | - Marc J Kaufman
- McLean Hospital, Harvard Medical School, Belmont, Massachusetts
| | - Falk Kiefer
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health (CIMH), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Arash Khojasteh Zonoozi
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | | | - Marco Leyton
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Edythe D London
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Scott Mackey
- Department of Psychiatry, University of Vermont, Burlington
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina
| | - William H Mellick
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston
| | - Kirsten Morley
- Specialty of Addiction Medicine, Faculty of Medicine and Health, Sydney Medical School, University of Sydney, Sydney, Australia
| | - Hamid R Noori
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge
| | - Mohammad Ali Oghabian
- Neuroimaging and Analysis Group, Research Center for Molecular and Cellular Imaging, Tehran University of Medical Sciences, Tehran, Iran
| | - Jason A Oliver
- TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City
| | - Max Owens
- Department of Psychiatry, University of Vermont, Burlington
| | | | - Irene Perini
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Parnian Rafei
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | - Lara A Ray
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Rajita Sinha
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Michael N Smolka
- Department of Psychiatry, Technische Universität Dresden, Dresden, Germany
| | - Ghazaleh Soleimani
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis
| | - Rainer Spanagel
- Institute of Psychopharmacology, Central Institute of Mental Health, Mannheim, Germany
| | - Vaughn R Steele
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Susan F Tapert
- Department of Psychiatry, University of California, San Diego
| | - Sabine Vollstädt-Klein
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health (CIMH), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | | | | | - Kai Yuan
- School of Life Science and Technology, Xidian University, Xi'an, China
| | - Xiaochu Zhang
- Department of Psychology, School of Humanities and Social Science, University of Science and Technology of China, Anhui, China
| | | | - Marc N Potenza
- Department of Psychiatry, Technische Universität Dresden, Dresden, Germany
| | - Amy C Janes
- Cognitive and Pharmacological Neuroimaging Unit, National Institute on Drug Abuse, Baltimore, Maryland
| | - Hedy Kober
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Anna Zilverstand
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis
| | - Hamed Ekhtiari
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis
- Laureate Institute for Brain Research, Tulsa, Oklahoma
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Glauber KM, Turner AA, Sperling J, McClernon FJ. Developing a shared understanding of translational science within CTSA hubs through facilitated retreats: A case study. J Clin Transl Sci 2024; 8:e49. [PMID: 38510691 PMCID: PMC10951925 DOI: 10.1017/cts.2024.487] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/05/2024] [Accepted: 02/19/2024] [Indexed: 03/22/2024] Open
Abstract
Translation of critical and broadly impactful health advancements is stymied by insufficient scientific scrutiny of barriers and roadblocks in the process. The Clinical & Translational Science Award (CTSA) funding opportunity announcement released in July 2021 makes clear the distinction between translational research and translational science (TS) and urges a shift from the former to the latter. This represents a significant shift in the overall scientific direction of the CTSA program and necessitates corresponding shifts in CTSA hub operations. To better support TS, the Team Science Core of the Duke CTSA hub designed and facilitated a virtual retreat for hub personnel that (1) enabled organizational learning about TS and (2) identified anticipated challenges and opportunities. A post-retreat survey was utilized to assess the degree to which the retreat met its stated goals. Our survey received a 62% response rate; 100% of respondents would recommend the session to others. Respondents also reported gains in all areas assessed, with evidence for greater understanding of TS and increased perspective of the value and relevance of TS. In this paper, we provide a roadmap for designing and implementing facilitated TS retreats, which we argue is a key step in TS capacity building through workforce development.
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Affiliation(s)
- Kristine M. Glauber
- Clinical and Translational Science Institute, Duke University
School of Medicine, Durham, NC,
USA
| | - Amalia A. Turner
- Clinical and Translational Science Institute, Duke University
School of Medicine, Durham, NC,
USA
| | - Jessica Sperling
- Clinical and Translational Science Institute, Duke University
School of Medicine, Durham, NC,
USA
| | - F. Joseph McClernon
- Clinical and Translational Science Institute, Duke University
School of Medicine, Durham, NC,
USA
- Department of Psychiatry and Behavioral Sciences, Duke
University School of Medicine, Durham, NC,
USA
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Rubenstein D, Carroll DM, Denlinger-Apte RL, Cornacchione Ross J, McClernon FJ. Differences in Normative Beliefs and Tobacco Product Use by Age Among Adults Who Smoke: Cross-Sectional Analysis of a Nationally Representative Sample. Subst Use Addctn J 2024; 45:54-64. [PMID: 38258860 DOI: 10.1177/29767342231210554] [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] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
BACKGROUND The prevalence of combusted cigarette (CC) smoking among older adults is stagnant, with 0 declines attributable to e-cigarette (EC) use. Given that normative beliefs are associated with quitting and switching to ECs, we assessed cross-sectional associations between age, CC, and EC descriptive and injunctive norms and potential interactions with tobacco use behavior. METHODS Data are from people with current, established (≥100 lifetime CCs) CC use (n = 8072) at Wave 5 (2018-2019) of the adult Population Assessment of Tobacco and Health Study. We used adjusted multivariable logistic regressions to model social norms as a function of age (18-24, 25-34, 35-44, 45-54, 55-64, ≥65 years). We also dichotomized age (≥55 vs 18-54) to investigate interactions between age and social norms on past 12-month CC quit attempts and past-month EC use. RESULTS Older age was positively associated with pro- and anti-CC norms and anti-EC norms. Significant interactive effects revealed that being advised to quit smoking by a healthcare provider was more strongly associated with CC quit attempts among adults ≥55 years (adjusted odds ratio [aOR] [95% CI]: 2.12 [1.66, 2.71]) than adults <55 years (aOR: 1.63 [1.34, 2.00]). Reporting people close to you use ECs was also more strongly associated with EC use among adults ≥55 years (aOR: 4.37 [3.35, 5.69]) than among adults <55 years (aOR: 3.43 [2.89, 4.08]). CONCLUSIONS This study identified modifiable risk factors for tobacco use that may be particularly beneficial for older adults. Behavioral and communication interventions that target normative beliefs may maximize smoking cessation, or harm reduction when cessation is not possible.
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Affiliation(s)
- Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC, USA
| | - Dana M Carroll
- Division of Environmental Health Sciences, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Rachel L Denlinger-Apte
- Department of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Jennifer Cornacchione Ross
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC, USA
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Rubenstein D, McClernon FJ, Powers JM, Aston ER, Keefe FJ, Sweitzer MM. Pain is associated with exclusive use and co-use of tobacco and cannabis: Findings from Wave 5 (2018-2019) of the Population Assessment of Tobacco and Health Study. Addict Behav 2023; 146:107814. [PMID: 37499280 PMCID: PMC10460575 DOI: 10.1016/j.addbeh.2023.107814] [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: 04/18/2023] [Revised: 07/14/2023] [Accepted: 07/23/2023] [Indexed: 07/29/2023]
Abstract
INTRODUCTION Rates of tobacco and cannabis use are disproportionately high among individuals with pain, and evidence suggests that pain may engender greater likelihood of substance co-use, yielding additive risk. This study examined national associations of pain with past-month tobacco use, cannabis use, and co-use of tobacco and cannabis. METHODS Data came from a nationally representative US sample of adults in Wave 5 (2018-2019) of the Population Assessment of Tobacco and Health study (N = 32,014). The sample included civilian, non-institutionalized people who use tobacco and people who do not use tobacco. Past-week pain intensity (0-10) was dichotomized (0-4 no/low pain; 5-10 moderate/severe pain). Multinomial models adjusted for demographics examined substance use category membership (no tobacco or cannabis use, exclusive cannabis use, exclusive tobacco use, co-use) as a function of pain status. RESULTS Moderate/severe pain was associated with increased relative risk of exclusive tobacco use (RRR [CI] 2.26 [2.05, 2.49], p <.001), exclusive cannabis use (1.49 [1.22, 1.82], p <.001), and co-use of tobacco and cannabis (2.79 [2.51, 3.10], p <.001), in comparison to no tobacco or cannabis use. Additionally, moderate/severe pain was associated with increased risk of co-use compared to exclusive tobacco use (1.23 [1.11, 1.37], p <.001) and exclusive cannabis use (1.88 [1.54, 2.29], p <.001). DISCUSSION Findings suggest that not only is pain independently associated with greater risk of exclusively using tobacco or cannabis, but pain is also associated with heightened risk of co-using both products. Future work should examine the dynamic and potentially bidirectional relationships between pain and use of cannabis and tobacco.
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Affiliation(s)
- Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States; Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC 27705, United States.
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States; Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC 27705, United States
| | - Jessica M Powers
- Department of Psychology, Syracuse University, Syracuse, NY 13244, United States
| | - Elizabeth R Aston
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI 02903, United States; Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI 02903, United States
| | - Francis J Keefe
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
| | - Maggie M Sweitzer
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
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5
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Rubenstein D, Pacek LR, Smith C, McClernon FJ, Enyioha C, Vilardaga R. Stagnant daily smoking prevalence between 2008 and 2019 among Black and Hispanic adults with serious psychological distress. Drug Alcohol Depend 2023; 248:109943. [PMID: 37247521 DOI: 10.1016/j.drugalcdep.2023.109943] [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: 01/27/2023] [Revised: 05/16/2023] [Accepted: 05/19/2023] [Indexed: 05/31/2023]
Abstract
BACKGROUND Racial/ethnic minority status and mental illness independently drive inequity in cigarette smoking and related morbidity. Racial/ethnic minority groups suffer a disproportionate burden of tobacco-related diseases. People with serious mental illness (SMI) smoke at up to 7 times the rate of the general population. There is a need to quantify smoking prevalence and trends among people at the intersection of both groups. METHODS This study analyzes 2008-2019 data from the National Survey on Drug Use and Health. Linear time trends of daily smoking prevalence were assessed among people with serious psychological distress (SPD; marker for SMI) and people without SPD reporting White, Black, Hispanic, and Other race/ethnicity using logistic regression, with survey year as the predictor. Models with year-by-smoking status interaction terms and F-tests assessed differential time trends. RESULTS The prevalence of daily smoking among people without SPD decreased over time among people reporting White (aOR=0.96, p<0.001), Black (aOR=0.96, p<0.001), Hispanic (aOR=0.95, p<0.001), and Other (aOR=0.97, p=0.002) race/ethnicity. Among people with SPD, the smoking prevalence decreased among people with White race/ethnicity (aOR=0.95, p<0.001), with no significant changes among people of Black, Hispanic, and Other race/ethnicity. CONCLUSIONS Smoking among people with SPD who report Black and Hispanic race/ethnicity has not changed significantly in the past 11 years, despite decreasing among non-SPD and White groups. People who are Black/Hispanic and people with SPD struggle to quit smoking, which is amplified intersectionally. Tailored interventions may be a better mechanism to reduce barriers to smoking cessation in this population.
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Affiliation(s)
- Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of MedicineDurham, NC, 27705, United States; Clinical and Translational Science Institute, Duke University School of MedicineDurham, NC, 27701, United States
| | - Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of MedicineDurham, NC, 27705, United States
| | - Caitlyn Smith
- Department of Psychiatry and Behavioral Sciences, Duke University School of MedicineDurham, NC, 27705, United States
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of MedicineDurham, NC, 27705, United States; Clinical and Translational Science Institute, Duke University School of MedicineDurham, NC, 27701, United States
| | - Chineme Enyioha
- Department of Family Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599United States
| | - Roger Vilardaga
- Department of Psychiatry and Behavioral Sciences, Duke University School of MedicineDurham, NC, 27705, United States.
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Rubenstein D, Denlinger-Apte RL, Cornacchione Ross J, McClernon FJ. Adoption of E-Cigarettes Among Older Adults Who Smoke to Reduce Harm and Narrow Age-Related Disparities: An Application of the Health Belief Model. Nicotine Tob Res 2023; 25:1212-1214. [PMID: 36702774 PMCID: PMC10202631 DOI: 10.1093/ntr/ntad016] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 12/19/2022] [Accepted: 01/24/2023] [Indexed: 01/28/2023]
Affiliation(s)
- Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA
| | - Rachel L Denlinger-Apte
- Department of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA
| | - Jennifer Cornacchione Ross
- Department of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA
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Rubenstein D, Denlinger-Apte RL, Cornacchione Ross J, Carroll DM, McClernon FJ. Older age is associated with greater misperception of the relative health risk of e-cigarettes and cigarettes among US adults who smoke. Tob Control 2023:tc-2023-057943. [PMID: 37137702 PMCID: PMC10622327 DOI: 10.1136/tc-2023-057943] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 04/25/2023] [Indexed: 05/05/2023]
Abstract
INTRODUCTION The prevalence of cigarette smoking among adults aged ≥55 has remained stagnant over the past decade. National data modelling suggests no reduction in cigarette smoking prevalence attributable to e-cigarette use in the USA among people aged ≥45. Misperceptions about the absolute risks (ie, cigarettes are not harmful) and relative risks (ie, e-cigarettes are more harmful than cigarettes) of tobacco products may contribute to sustained smoking prevalence and hesitancy to switch from cigarettes to e-cigarettes among older adults. METHODS Participants reported cigarette use (n=8072) at Wave 5 (2018-2019) of the Population Assessment of Tobacco and Health Study. Weighted multivariable logistic regressions included six age categories (independent variable) and cigarette and e-cigarette risk perceptions (outcomes). Additional models assessed the associations between dichotomous age (≥55 vs 18-54), risk perceptions and an interaction term (independent variables) with past 12-month quit attempts and past-month e-cigarette use (outcomes). RESULTS Adults aged ≥65 were less likely than adults aged 18-24 to rate cigarettes as very/extremely harmful (p<0.05). Odds of rating e-cigarettes as more harmful than cigarettes among adults aged 55-64 and ≥65 were 1.71 (p<0.001) and 1.43 (p=0.024) greater than for adults aged 18-24. This misperception was negatively associated with past-month e-cigarette use and was stronger among adults aged ≥55 (p<0.001) than adults aged <55 (p<0.001). DISCUSSION Adults aged ≥55 are more likely to have misperceptions about the absolute and relative risks of tobacco products, which may contribute to continued smoking. Health communications targeting this age group could modify beliefs about the perceived harms of tobacco products.
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Affiliation(s)
- Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, USA
- Clinical and Translational Science Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Rachel L Denlinger-Apte
- Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Jennifer Cornacchione Ross
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Dana Mowls Carroll
- Division of Environmental Health Sciences, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, USA
- Clinical and Translational Science Institute, Duke University School of Medicine, Durham, North Carolina, USA
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Rubenstein D, McClernon FJ, Powers JM, Aston ER, Keefe FJ, Sweitzer MM. Pain Is Associated With Exclusive Use And Co-Use Of Tobacco And Cannabis: Findings From Wave 5 (2018-2019) Of The Population Assessment Of Tobacco And Health Study. The Journal of Pain 2023. [DOI: 10.1016/j.jpain.2023.02.311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
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Mitchell JT, Burns CM, Atkinson B, Cottrell M, Frye JK, McKellar MS, Kashuba ADM, McClernon FJ, Okeke NL. Feasibility, Acceptability, and Preliminary Efficacy of a Gamified Mobile Health Contingency Management Intervention for PrEP Adherence Among Black MSM. AIDS Behav 2022; 26:3311-3324. [PMID: 35416595 PMCID: PMC9474612 DOI: 10.1007/s10461-022-03675-9] [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] [Accepted: 03/26/2022] [Indexed: 11/01/2022]
Abstract
Oral HIV pre-exposure prophylaxis (PrEP) is effective at preventing HIV. However, low adherence is common and undermines these protective effects. This is particularly relevant for groups with disproportionately higher rates of HIV, including Black men who have sex with men (MSM). The current study tested the feasibility, acceptability, and preliminary efficacy of a gamified mobile health contingency management intervention for PrEP adherence-called mSMART (Mobile App-Based Personalized Solutions for Medication Adherence of Rx Pill Tool). Fifteen Black MSM already prescribed PrEP in the community completed baseline and follow-up assessments separated by 8 weeks of using mSMART. Regarding feasibility, there was no study attrition, no mSMART functional difficulties that significantly interfered with use, and a mean rate of 82% daily mSMART use. Acceptability ratings were in the moderately to extremely satisfied range for factors such as willingness to recommend mSMART to others and user-friendliness, and in the low range for ratings on difficulty learning how to use mSMART. Scores on a system usability measure were in the acceptable range for 73% of the sample. Qualitative analysis of follow-up interviews identified individual components of mSMART that could be modified in future iterations to make it more engaging. PrEP composite adherence scores from biomarkers indicated an improvement from baseline to follow-up with a medium effect size, as well as a decrease in the number of perceived barriers to medication adherence. Findings indicate a future efficacy trial is needed to examine the effects of this gamified mobile health contingency management intervention on PrEP adherence.
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Affiliation(s)
- John T Mitchell
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, 2608 Erwin Road, Pavilion East, Suite 300, Durham, NC, 27705, USA.
- Duke Center for Addiction Science and Technology, Durham, NC, USA.
| | - Charles M Burns
- Division of Infectious Diseases, Duke University Medical Center, Durham, NC, USA
| | - Breyah Atkinson
- Division of Infectious Diseases, Duke University Medical Center, Durham, NC, USA
| | - Mackenzie Cottrell
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Justin K Frye
- Division of Infectious Diseases, Duke University Medical Center, Durham, NC, USA
| | - Mehri S McKellar
- Division of Infectious Diseases, Duke University Medical Center, Durham, NC, USA
| | - Angela D M Kashuba
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - F Joseph McClernon
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, 2608 Erwin Road, Pavilion East, Suite 300, Durham, NC, 27705, USA
- Duke Center for Addiction Science and Technology, Durham, NC, USA
| | - Nwora Lance Okeke
- Division of Infectious Diseases, Duke University Medical Center, Durham, NC, USA
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10
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Rubenstein D, Sweitzer MM, Scroggs LB, Denlinger-Apte RL, Kozink R, McClernon FJ. Menthol preference moderates the relationship between cigarette nicotine content choice and reactions in young adults who smoke infrequently. Drug Alcohol Depend 2022; 238:109580. [PMID: 35908345 PMCID: PMC9648692 DOI: 10.1016/j.drugalcdep.2022.109580] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 06/23/2022] [Accepted: 07/17/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Half of young adults who smoke use menthol cigarettes, which is associated with continued smoking and greater nicotine dependence. Additionally, early subjective reactions to cigarettes predict future use. Menthol may blunt the sensory effects of nicotine. We investigated the moderating role of menthol on subjective reactions to, and choice of varied nicotine content cigarettes in young adults who smoke infrequently. METHODS In three counterbalanced, double-blinded sessions, young adults who smoke ≤ 15 days/month smoked fixed doses from very low (VLNC), intermediate (INC), and normal (NNC) nicotine content cigarettes, which were menthol or non-menthol depending on preference. Participants chose their preferred cigarette in a final session. Positive and negative subjective reactions were measured in each session. ANOVA tests investigated the relationship between menthol preference, nicotine content, and subjective reactions. RESULTS Participants (N = 87) were 18-25 years old and reported smoking 15.2 cigarettes per month over 8 days (35 % menthol). Non-menthol preferring participants had increased negative reactions with greater nicotine content (F(1, 55)= 10.76, p < .001); menthol preferring participants did not. Choice of higher nicotine cigarettes was associated with having reported a greater difference in positive reactions to NNC and VLNC for non-menthol preferring participants (F(1, 55)= 12.72, p < .001) but not for menthol preferring participants. CONCLUSIONS Young adults who smoke infrequently are a priority tobacco control population given their high risk of transitioning to daily smoking. Results from this study in the form of subjective reactions indicate that a menthol ban is required for a nicotine reduction standard to be maximally effective in this vulnerable group.
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Affiliation(s)
- Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States.
| | - Maggie M Sweitzer
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
| | - Lauren B Scroggs
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
| | - Rachel L Denlinger-Apte
- Department of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27157, United States
| | - Rachel Kozink
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
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11
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Wheeler DC, Boyle J, Barsell DJ, Glasgow T, McClernon FJ, Oliver JA, Fuemmeler BF. Spatially Varying Associations of Neighborhood Disadvantage with Alcohol and Tobacco Retail Outlet Rates. Int J Environ Res Public Health 2022; 19:5244. [PMID: 35564641 PMCID: PMC9101141 DOI: 10.3390/ijerph19095244] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 04/21/2022] [Accepted: 04/22/2022] [Indexed: 02/04/2023]
Abstract
More than 30% of cancer related deaths are related to tobacco or alcohol use. Controlling and restricting access to these cancer-causing products, especially in communities where there is a high prevalence of other cancer risk factors, has the potential to improve population health and reduce the risk of specific cancers associated with these substances in more vulnerable population subgroups. One policy-driven method of reducing access to these cancer-causing substances is to regulate where these products are sold through the placement and density of businesses selling tobacco and alcohol. Previous work has found significant positive associations between tobacco, alcohol, and tobacco and alcohol retail outlets (TRO, ARO, TARO) and a neighborhood disadvantage index (NDI) using Bayesian shared component index modeling, where NDI associations differed across outlet types and relative risks varied by population density (e.g., rural, suburban, urban). In this paper, we used a novel Bayesian index model with spatially varying effects to explore spatial nonstationarity in NDI effects for TROs, AROs, and TAROs across census tracts in North Carolina. The results revealed substantial variation in NDI effects that varied by outlet type. However, all outlet types had strong positive effects in one coastal area. The most important variables in the NDI were percent renters, Black racial segregation, and the percentage of homes built before 1940. Overall, more disadvantaged areas experienced a greater neighborhood burden of outlets selling one or both of alcohol and tobacco.
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Affiliation(s)
- David C. Wheeler
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA 23298, USA;
| | - Joseph Boyle
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA 23298, USA;
| | - D. Jeremy Barsell
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA 23298, USA; (D.J.B.); (T.G.); (B.F.F.)
| | - Trevin Glasgow
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA 23298, USA; (D.J.B.); (T.G.); (B.F.F.)
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA; (F.J.M.); (J.A.O.)
| | - Jason A. Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA; (F.J.M.); (J.A.O.)
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
- Department of Psychiatry and Behavioral Sciences, Oklahoma State University Center for Health Sciences, Tulsa, OK 74107, USA
| | - Bernard F. Fuemmeler
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA 23298, USA; (D.J.B.); (T.G.); (B.F.F.)
- Massey Cancer Center, Virginia Commonwealth University, Richmond, VA 23298, USA
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12
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Rubenstein D, Pacek LR, McClernon FJ. Multiple Tobacco Product Use Conceptual Framework: A 2021 Update on Evidence. Nicotine Tob Res 2022; 24:1208-1217. [PMID: 35137194 PMCID: PMC9278823 DOI: 10.1093/ntr/ntac032] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 01/04/2022] [Accepted: 01/31/2022] [Indexed: 02/07/2023]
Abstract
INTRODUCTION One-third of adults in the United States who use tobacco regularly use two or more types of tobacco products. As the use of e-cigarettes and other noncombusted tobacco products increases-making multiple tobacco product (MTP) use increasingly common-it is essential to evaluate the complex factors that affect product use. AIMS AND METHODS In this update to our 2019 conceptual framework, we review and evaluate recent literature and expand the model to include ways in which MTP use may be affected by market factors such as the introduction of new products and socioenvironmental factors like marketing and advertising. RESULTS AND CONCLUSIONS MTP use patterns are complex, dynamic, and multiply determined by factors at the level of individuals, products, situations or contexts, and marketplace. Substitution, or using one product with the intent of decreasing use of another, and complementarity, or using multiple products for different reasons or purposes, explain patterns in MTP use. Moreover, substitution and complementarity may inform our understanding of how market changes targeted at one product, for instance, new product standards, bans, product pricing, and taxation, affect consumption of other tobacco products. New data from natural experiments and novel laboratory-based techniques add additional data and expand the framework. IMPLICATIONS A substantial proportion of people who use tobacco use more than one product. This review synthesizes and evaluates recent evidence on the diverse factors that affect MTP use in addition to expanding our framework. Our review is accompanied by suggested research questions that can guide future study.
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Affiliation(s)
- Dana Rubenstein
- Corresponding Author: Dana Rubenstein, BA, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Road, Suite 300, Durham, NC 27705, USA. Telephone: 919-668-3987; Fax: 919-681-1600; E-mail:
| | - Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
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13
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Wheeler DC, Boyle J, Barsell DJ, Glasgow T, McClernon FJ, Oliver JA, Fuemmeler BF. Associations of Alcohol and Tobacco Retail Outlet Rates with Neighborhood Disadvantage. Int J Environ Res Public Health 2022; 19:1134. [PMID: 35162162 PMCID: PMC8834944 DOI: 10.3390/ijerph19031134] [Citation(s) in RCA: 2] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/15/2022] [Accepted: 01/18/2022] [Indexed: 12/10/2022]
Abstract
Tobacco causes 29% of cancer-related deaths while alcohol causes 5.5% of cancer-related deaths. Reducing the consumption of these cancer-causing products is a special priority area for the National Cancer Institute. While many factors are linked to tobacco and alcohol use, the placement and density of retail outlets within neighborhoods may be one community-level risk factor contributing to greater use of these products. To elucidate associations between tobacco, alcohol, and tobacco and alcohol retail outlets (TRO, ARO, and TARO) and neighborhood disadvantage over a large geographic area, we employed a novel Bayesian index modeling approach to estimate a neighborhood disadvantage index (NDI) and its associations with rates of the three types of retailers across block groups in the state of North Carolina. We used a novel extension of the Bayesian index model to include a shared component for the spatial pattern common to all three types of outlets and NDI effects that varied by outlet type. The shared component identifies areas that are elevated in risk for all outlets. The results showed significant positive associations between neighborhood disadvantage and TROs (relative risk (RR) = 1.12, 95% credible interval (CI = 1.09, 1.14)) and AROs (RR = 1.15, 95% CI = 1.11, 1.17), but the association was greatest for TAROs (RR = 1.21, 95% CI = 1.18, 1.24). The most important variables in the NDI were percent renters (i.e., low home ownership), percent of homes built before 1940 (i.e., old housing stock), and percent without a high school diploma (i.e., low education).
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Affiliation(s)
- David C. Wheeler
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA 23298, USA;
| | - Joseph Boyle
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA 23298, USA;
| | - D. Jeremy Barsell
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA 23298, USA; (D.J.B.); (T.G.); (B.F.F.)
| | - Trevin Glasgow
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA 23298, USA; (D.J.B.); (T.G.); (B.F.F.)
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA; (F.J.M.); (J.A.O.)
| | - Jason A. Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA; (F.J.M.); (J.A.O.)
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
- Department of Psychiatry and Behavioral Sciences, Oklahoma State University Center for Health Sciences, Tulsa, OK 74107, USA
| | - Bernard F. Fuemmeler
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA 23298, USA; (D.J.B.); (T.G.); (B.F.F.)
- Massey Cancer Center, Virginia Commonwealth University, Richmond, VA 23298, USA
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Felicione N, Douglas A, McClernon FJ, Blank MD. Preliminary evaluation of short-term abstinence effects among never-smoking experienced users of modern electronic cigarettes. Nicotine Tob Res 2021; 24:1125-1129. [PMID: 34893880 DOI: 10.1093/ntr/ntab252] [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] [Received: 02/22/2021] [Revised: 09/20/2021] [Accepted: 12/03/2021] [Indexed: 11/13/2022]
Abstract
INTRODUCTION ECIG use has increased among non-smokers, with the potential negative consequence of developing nicotine dependence. ECIG users report withdrawal symptoms upon abstinence, though the significance of these symptoms has been questioned. This preliminary study aimed to characterize the early timecourse of ECIG withdrawal under forced abstinence. METHODS Fifteen never-smoking ECIG users completed two conditions whereby participants either abstained from ECIG use (abstinence) or used their own ECIG (ad lib) for 3 hours. Puff topography in this latter condition was measured via video observation. Outcome measures included heart rate, subjective ratings of withdrawal, cognitive performance, and choice behavior. RESULTS Heart rate was lower during abstinence compared to ad lib use (F=12.60, p<.01, ƞp 2=0.47). Higher levels of craving (F=4.98, p<.05, ƞp 2=0.26) and lower levels of nicotine effects (e.g., dizzy, F=4.62, p<.05, ƞp 2=0.36) were reported during abstinence compared to ad lib use. Interaction effects were observed for both factors of the Questionnaire of Smoking Urges: Brief (Fs>3.56, ps<.05, ƞp 2s=0.21-0.27), with factor scores increasing from baseline to 90 minutes in the abstinent condition only. Inhibitory control was impaired at 120 min in the abstinent condition only (F=7.51, p<.05, ƞp 2=0.50). CONCLUSIONS Never-smoking ECIG users experienced aversive withdrawal symptoms within 2-3 hours of abstinence. Future work should include other control conditions, such as placebo ECIGs or nicotine replacement therapy, and biomarkers of nicotine exposure, as well as examine withdrawal as a function of device type. IMPLICATIONS Never-smoking ECIG users experience some aversive nicotine withdrawal symptoms within two to three hours of abstinence. Relative to ad lib ECIG use, abstinence decreased heart rate and inhibitory control, as well as increased subjective ratings of withdrawal such as craving and intention to vape. Those same symptoms might be suppressed by self-administration of ECIGs. Experiencing withdrawal upon abstinence may indicate that ECIGs can cause dependence without a history of other tobacco use.
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Affiliation(s)
- Nicholas Felicione
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Ashley Douglas
- Department of Psychology, West Virginia University, Morgantown, WV
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - Melissa D Blank
- Department of Psychology, West Virginia University, Morgantown, WV.,WV Prevention Research Center, West Virginia University, Morgantown, WV
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Vilardaga R, McClernon FJ. Regulatory oversight of behavioral digital therapeutics for addiction treatment: A commentary on Khadjesari et al. Addiction 2021; 116:3287-3289. [PMID: 34658104 DOI: 10.1111/add.15690] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 09/08/2021] [Indexed: 02/06/2023]
Affiliation(s)
- Roger Vilardaga
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
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16
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Engelhard MM, D'Arcy J, Oliver JA, Kozink R, McClernon FJ. Prediction of Smoking Risk From Repeated Sampling of Environmental Images: Model Validation. J Med Internet Res 2021; 23:e27875. [PMID: 34723819 PMCID: PMC8593805 DOI: 10.2196/27875] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 04/01/2021] [Accepted: 08/01/2021] [Indexed: 01/27/2023] Open
Abstract
Background Viewing their habitual smoking environments increases smokers’ craving and smoking behaviors in laboratory settings. A deep learning approach can differentiate between habitual smoking versus nonsmoking environments, suggesting that it may be possible to predict environment-associated smoking risk from continuously acquired images of smokers’ daily environments. Objective In this study, we aim to predict environment-associated risk from continuously acquired images of smokers’ daily environments. We also aim to understand how model performance varies by location type, as reported by participants. Methods Smokers from Durham, North Carolina and surrounding areas completed ecological momentary assessments both immediately after smoking and at randomly selected times throughout the day for 2 weeks. At each assessment, participants took a picture of their current environment and completed a questionnaire on smoking, craving, and the environmental setting. A convolutional neural network–based model was trained to predict smoking, craving, whether smoking was permitted in the current environment and whether the participant was outside based on images of participants’ daily environments, the time since their last cigarette, and baseline data on daily smoking habits. Prediction performance, quantified using the area under the receiver operating characteristic curve (AUC) and average precision (AP), was assessed for out-of-sample prediction as well as personalized models trained on images from days 1 to 10. The models were optimized for mobile devices and implemented as a smartphone app. Results A total of 48 participants completed the study, and 8008 images were acquired. The personalized models were highly effective in predicting smoking risk (AUC=0.827; AP=0.882), craving (AUC=0.837; AP=0.798), whether smoking was permitted in the current environment (AUC=0.932; AP=0.981), and whether the participant was outside (AUC=0.977; AP=0.956). The out-of-sample models were also effective in predicting smoking risk (AUC=0.723; AP=0.785), whether smoking was permitted in the current environment (AUC=0.815; AP=0.937), and whether the participant was outside (AUC=0.949; AP=0.922); however, they were not effective in predicting craving (AUC=0.522; AP=0.427). Omitting image features reduced AUC by over 0.1 when predicting all outcomes except craving. Prediction of smoking was more effective for participants whose self-reported location type was more variable (Spearman ρ=0.48; P=.001). Conclusions Images of daily environments can be used to effectively predict smoking risk. Model personalization, achieved by incorporating information about daily smoking habits and training on participant-specific images, further improves prediction performance. Environment-associated smoking risk can be assessed in real time on a mobile device and can be incorporated into device-based smoking cessation interventions.
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Affiliation(s)
- Matthew M Engelhard
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, United States
| | - Joshua D'Arcy
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, United States
| | - Jason A Oliver
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, United States
| | - Rachel Kozink
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, United States
| | - F Joseph McClernon
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, United States
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17
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Sweitzer MM, Pacek LR, Kozink RV, Locey E, Kollins SH, Donny EC, McClernon FJ. Reactions to reduced nicotine content cigarettes in a sample of young adult, low-frequency smokers. Psychopharmacology (Berl) 2021; 238:2429-2438. [PMID: 33982143 PMCID: PMC8376766 DOI: 10.1007/s00213-021-05864-1] [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] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 04/30/2021] [Indexed: 11/28/2022]
Abstract
RATIONALE Reducing nicotine content in cigarettes to ≤ 2.4 mg per g of tobacco [mg/g] reduces smoking behavior and toxicant exposure among adult daily smokers. However, cigarettes with similar nicotine content could support continued experimentation and smoking progression among young adults who smoke infrequently. OBJECTIVES This study evaluated the threshold for nicotine in cigarettes that produces reactions associated with smoking progression in a sample of young adults who smoke infrequently. METHODS Young adults (n = 87, 18-25 years, 49% female) using tobacco products ≤ 15 days per month completed three counterbalanced, double-blinded sessions, each measuring positive and negative subjective reactions to fixed doses of smoke from investigational cigarettes containing one of three different nicotine contents: normal (NNC; 15.8 mg/g); very low (VLNC; 0.4 mg/g); and intermediate (INC; 2.4 mg/g). In a final session, participants chose one of the cigarettes to self-administer. RESULTS Post-cigarette breath carbon monoxide was greater for VLNC than for NNC (p < 0.001). Positive reactions were greater for NNC than INC (p < 0.001) and for INC than VLNC (p = 0.001). Negative reactions were greater for NNC than INC and VLNC (both p < 0.001); INC and VLNC did not differ. Cigarette choices did not differ from an even distribution (43% NNC, 25% INC, 32% VLNC), but choice for NNC or INC was associated with higher ratio of positive to negative reactions during the NNC and INC fixed dose sessions, respectively (p < 0.001). CONCLUSIONS Reducing nicotine content will likely lower the abuse liability of cigarettes for most young, low-frequency smokers. Additional work is needed to determine if compensatory smoking may lead to increased toxicant exposure, and if a subset of individuals choosing lower nicotine cigarettes may continue to smoke regardless of nicotine content.
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Affiliation(s)
- Maggie M. Sweitzer
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
| | - Lauren R. Pacek
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
| | - Rachel V. Kozink
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
| | - Erin Locey
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
| | - Scott H. Kollins
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
| | - Eric C. Donny
- Department of Physiology & Pharmacology, Wake Forest School of Medicine
| | - F. Joseph McClernon
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
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Pacek LR, Kozink RV, Carson CE, McClernon FJ. Appeal, subjective effects, and relative reinforcing effects of JUUL that vary in flavor and nicotine content. Exp Clin Psychopharmacol 2021; 29:279-287. [PMID: 34264738 PMCID: PMC8454051 DOI: 10.1037/pha0000481] [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] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The U.S. Food and Drug Administration has the authority to regulate characteristics of electronic nicotine delivery systems (ENDS). Prior research indicates that regulation of certain characteristics of these products may have an effect on their appeal and use. Policies that affect appeal and use of ENDS are relevant to attempts to reduce use among young people-including young adults-but are also relevant to adults who use these products as harm reduction tools. Using a novel concurrent choice task, we evaluated the relative reinforcement of JUUL brand ENDS products that varied in flavor (n = 8) and nicotine (n = 8) among samples of young adults who use JUUL. Findings suggest that restricting JUUL flavor to tobacco-only results in decreased appeal, while reducing the nicotine content of JUUL pods to 3%-from the conventional 5%-does not have an effect on product appeal. Findings also validate a novel methodology for delivering fixed doses of ENDS vapor within the context of a task that assesses the relative reinforcement of ENDS products with varying characteristics. This methodology can be applied to assessing the relative reinforcing effects of a wide variety of tobacco products with varied characteristics. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Lauren R. Pacek
- Corresponding author: Address – 2608 Erwin Road, Suite 300, Durham, NC 27705 USA; ; Phone number – 919-684-5437; Fax number – 919-681-1600
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Pacek LR, Holloway AD, Cropsey KL, Meade CS, Sweitzer MM, Davis JM, Joseph McClernon F. Experiences With Smoking Cessation Attempts and Prior Use of Cessation Aids in Smokers With HIV: Findings From a Focus Group Study Conducted in Durham, North Carolina. AIDS Educ Prev 2021; 33:158-168. [PMID: 33821680 PMCID: PMC8158019 DOI: 10.1521/aeap.2021.33.2.158] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Cigarette smoking remains disproportionately prevalent and is increasingly a cause of death and disability among people with HIV (PWH). Many PWH are interested in quitting, but interest in and uptake of first-line smoking cessation pharmacotherapies are varied in this population. To provide current data regarding experiences with and perceptions of smoking cessation and cessation aids among PWH living in Durham, North Carolina, the authors conducted five focus group interviews (total n = 24; 96% African American) using semistructured interviews. Interviews were recorded, transcribed, coded, and thematically analyzed. Major themes included ambivalence and/or lack of interest in cessation; presence of cessation barriers; perceived perceptions of ineffectiveness of cessation aids; perceived medication side effects; and conflation of the harms resulting from use of tobacco products and nicotine replacement therapy. Innovative and effective interventions must account for the aforementioned multiple barriers to cessation as well as prior experiences with and misperceptions regarding cessation aids.
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Affiliation(s)
- Lauren R Pacek
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, North Carolina
| | - Alicia D Holloway
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, North Carolina
| | - Karen L Cropsey
- University of Alabama at Birmingham, Department of Psychiatry and Behavioral Neurobiology, Birmingham, Alabama
| | - Christina S Meade
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, North Carolina
| | - Maggie M Sweitzer
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, North Carolina
| | - James M Davis
- Duke University School of Medicine, General Internal Medicine, and the Duke Cancer Institute, Durham, North Carolina
| | - F Joseph McClernon
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, North Carolina
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Denlinger-Apte RL, Koopmeiners JS, Tidey JW, Luo X, Smith TT, Pacek LR, Joseph McClernon F, Jensen JA, Colby SM, Severson HH, Donny EC, Hatsukami DK. Support for a nicotine reduction policy among participants enrolled in a 20-week trial of very low nicotine content cigarettes. Addict Behav 2021; 114:106727. [PMID: 33261915 DOI: 10.1016/j.addbeh.2020.106727] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 09/22/2020] [Accepted: 11/01/2020] [Indexed: 11/17/2022]
Abstract
INTRODUCTION The Food and Drug Administration is considering a policy to drastically reduce the allowable nicotine content of cigarettes. The current study examined whether the policy implementation approach, i.e., either immediately reducing nicotine content to very low levels or gradually reducing nicotine content over an extended period, influences policy support among people who smoke cigarettes. METHODS Adults who smoked daily were randomly assigned (double-blind) to an immediate nicotine reduction condition (0.4 mg/g nicotine cigarettes), a gradual nicotine reduction condition (15.5 to 0.4 mg/g), or a control condition (15.5 mg/g) for 20 weeks. Participants were asked if they would "support or oppose a law that reduced the amount of nicotine in cigarettes, to make cigarettes less addictive." Logistic regression analyses assessed if policy support was affected by treatment condition, demographic covariates, interest in quitting, and subjective cigarette effects. RESULTS At Week 20 (N = 957 completers), 60.4% of participants supported the policy, 17.4% opposed, and 22.2% responded "Don't know." Policy support did not differ by treatment condition. Support was greater among those interested in quitting (OR = 3.37, 95% CI = 2.49, 4.55). Support was lower among males (OR = 0.49, 95% CI = 0.37, 0.67), those with greater dependence scores (OR = 0.92, 95% CI = 0.86, 0.99) and participants aged 18-24 (OR = 0.53, 95% CI = 0.28, 0.99). No other covariates were associated with policy support. CONCLUSIONS The majority of participants supported a nicotine reduction policy. The implementation approach, immediate or gradual reduction, did not affect policy support. Participants interested in quitting smoking were more likely to support a nicotine reduction policy.
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Affiliation(s)
- Rachel L Denlinger-Apte
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.
| | - Joseph S Koopmeiners
- Division of Biostatistics, School of Public Health and Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Jennifer W Tidey
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI 02912, USA.
| | - Xianghua Luo
- Division of Biostatistics, School of Public Health and Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Tracy T Smith
- Hollings Cancer Center and Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA.
| | - Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA.
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA
| | - Joni A Jensen
- Masonic Cancer Center and Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Suzanne M Colby
- Department Psychiatry and Human Behavior, Brown University, Providence, RI 02912, USA.
| | | | - Eric C Donny
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.
| | - Dorothy K Hatsukami
- Masonic Cancer Center and Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN 55455, USA.
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21
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Robinson JD, Kypriotakis G, Al'absi M, Denlinger-Apte RL, Drobes DJ, Leischow SJ, McClernon FJ, Pacek LR, Severson HH, Smith TT, Donny EC, Luo X, Jensen JA, Strayer LG, Cinciripini PM, Hatsukami DK. Very Low Nicotine Content Cigarettes Disrupt the Feedback Loop of Affective States and Smoking Behavior. Nicotine Tob Res 2020; 22:1294-1300. [PMID: 31701153 DOI: 10.1093/ntr/ntz209] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 11/05/2019] [Indexed: 11/14/2022]
Abstract
INTRODUCTION Smoking to reduce negative affect has been identified as a key motivational feature of tobacco use. Our recent work suggests that smoking very low nicotine content (VLNC) cigarettes reduces the relationship between negative affect and smoking behavior over a 6-week period. Here, we sought to extend our findings by evaluating whether a gradual or immediate approach to switching to VLNC cigarettes led to a differential reduction in the relationship between affect and smoking behavior over a longer (20-week) period. AIMS AND METHODS Participants (n = 1250) were adult smokers from 10 US sites randomized to one of three groups: gradual nicotine reduction (15.5, 11.7, 5.2, 2.4, and 0.4 mg of nicotine per gram of tobacco [mg/g]), immediate nicotine reduction (0.4 mg/g), or standard nicotine content cigarettes (15.5 mg/g; control), for 20 weeks. We examined whether the relationship between affect-both negative and positive-and cigarettes per day differed as a function of reduction group. RESULTS We found that both negative and positive affect were associated with cigarette consumption in the control group, but not in the gradual or immediate reduction groups across the 20 weeks of exposure. CONCLUSIONS Our results extend previous findings that switching to VLNC cigarettes disrupts the relationship between affect and cigarette consumption by showing that either gradually or immediately reducing cigarette nicotine content achieves this disruption. These findings provide further evidence that switching to VLNC cigarettes reduces nicotine-related reinforcement of cigarette smoking. IMPLICATIONS These findings support the notion that switching to very low nicotine content cigarettes reduces the association between affect and smoking behavior, and that either a gradual or immediate nicotine reduction approach achieves this reduction. This provides further evidence that switching to very low nicotine content cigarettes weakens reinforcement mechanisms associated with nicotine dependence.
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Affiliation(s)
- Jason D Robinson
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston, TX
| | - George Kypriotakis
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Mustafa Al'absi
- Department of Family Medicine and BioBehavioral Health, University of Minnesota Medical School, Duluth, MN
| | - Rachel L Denlinger-Apte
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI
| | - David J Drobes
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL
| | - Scott J Leischow
- College of Health Solutions, Arizona State University, Phoenix, AZ
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | | | - Tracy T Smith
- Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC
| | - Eric C Donny
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Xianghua Luo
- Cancer Prevention and Control, Masonic Cancer Center, University of Minnesota, Minneapolis, MN.,Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Joni A Jensen
- Cancer Prevention and Control, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Lori G Strayer
- Cancer Prevention and Control, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Paul M Cinciripini
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Dorothy K Hatsukami
- Cancer Prevention and Control, Masonic Cancer Center, University of Minnesota, Minneapolis, MN.,Department of Psychiatry, University of Minnesota, Minneapolis, MN
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22
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Pacek LR, McClernon FJ. Risk perceptions regarding cigarette smoking in the United States continue to decline. Drug Alcohol Depend 2020; 209:107887. [PMID: 32044588 PMCID: PMC8211396 DOI: 10.1016/j.drugalcdep.2020.107887] [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: 12/18/2019] [Revised: 01/21/2020] [Accepted: 01/25/2020] [Indexed: 11/30/2022]
Abstract
Nationally representative data from the years 2006-2015 indicate that the prevalence of perceived great risk of smoking one or more packs of cigarettes per day has declined significantly among the United States general population. These findings have important implications for initiation of cigarette smoking, as well as interest in quitting, quit attempts, and sustained cessation. Findings based on more recent data (i.e., years 2016-2018) show that the prevalence of perceived great risk of cigarette smoking has continued to decline significantly (71.76 % versus 72.77 % in 2016 and 73.89 % in 2006). We aim to draw attention to this continued decline in risk perceptions, particularly given the possible associated public health impacts.
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Affiliation(s)
- Lauren R. Pacek
- Corresponding author at: 2608 Erwin Road, Suite 300, Durham, NC 27705 USA. (L.R. Pacek)
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23
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Kollins SH, Sweitzer MM, McClernon FJ, Perkins KA. Increased subjective and reinforcing effects of initial nicotine exposure in young adults with attention deficit hyperactivity disorder (ADHD) compared to matched peers: results from an experimental model of first-time tobacco use. Neuropsychopharmacology 2020; 45:851-856. [PMID: 31785588 PMCID: PMC7075924 DOI: 10.1038/s41386-019-0581-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [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] [Received: 08/16/2019] [Revised: 11/03/2019] [Accepted: 11/23/2019] [Indexed: 11/09/2022]
Abstract
Individuals with attention deficit hyperactivity disorder (ADHD) are at increased risk for adverse cigarette smoking outcomes, and little is known about factors underlying this risk. This study sought to evaluate the effects of initial nicotine exposure in young adults with and without ADHD using a novel paradigm of exposure to model initial smoking experiences. Participants were young adult nonsmokers (n = 61 ADHD, n = 75 Control) between the ages of 18-25 years (inclusive) who reported never having smoked a full cigarette, and no tobacco use in the prior 3 years. Participants were exposed to three different blinded doses of intranasally administered nicotine (0, 0.5, 1.0 mg) across three separate fixed dose experimental sessions. In subsequent sessions, participants were given the opportunity to self-administer nicotine under two different conditions-high and low cognitive demand. Physiological, subjective, and reinforcing effects of nicotine were the main outcomes. Nicotine plasma levels, and no group differences in effects of nicotine on heart rate or blood pressure, confirmed comparable dosing exposure across groups. ADHD participants reported significantly greater dizziness following nicotine, and greater pleasant subjective effects across all conditions, compared to non-ADHD non-smokers. There were no group differences on subjective reports of bad or unpleasant effects. Subsequent nicotine self-administration was significantly higher among non-smokers with ADHD, and their choices of nicotine were not influenced by cognitive condition. There are meaningful differences between young adults with and without ADHD with respect to the initial subjective and reinforcing effects of nicotine; and interventions to prevent use should start prior to typical age of experimentation among ADHD patients.
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Affiliation(s)
- Scott H. Kollins
- 0000 0004 1936 7961grid.26009.3dDepartment of Psychiatry & Behavioral Sciences, Duke University School of Medicine, Durham, NC USA
| | - Maggie M. Sweitzer
- 0000 0004 1936 7961grid.26009.3dDepartment of Psychiatry & Behavioral Sciences, Duke University School of Medicine, Durham, NC USA
| | - F. Joseph McClernon
- 0000 0004 1936 7961grid.26009.3dDepartment of Psychiatry & Behavioral Sciences, Duke University School of Medicine, Durham, NC USA
| | - Kenneth A. Perkins
- 0000 0004 1936 9000grid.21925.3dDepartments of Psychiatry, Psychology, and Epidemiology, University of Pittsburgh, Pittsburgh, PA USA
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24
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Engelhard MM, Oliver JA, McClernon FJ. Digital envirotyping: quantifying environmental determinants of health and behavior. NPJ Digit Med 2020; 3:36. [PMID: 32195371 PMCID: PMC7067787 DOI: 10.1038/s41746-020-0245-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 02/21/2020] [Indexed: 12/22/2022] Open
Abstract
Digital phenotyping efforts have used wearable devices to connect a rich array of physiologic data to health outcomes or behaviors of interest. The environmental context surrounding these phenomena has received less attention, yet is critically needed to understand their antecedents and deliver context-appropriate interventions. The coupling of improved smart eyewear with deep learning represents a technological turning point, one that calls for more comprehensive, ambitious study of environments and health.
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Affiliation(s)
- Matthew M. Engelhard
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC USA
| | - Jason A. Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC USA
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC USA
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25
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Smith TT, Donny EC, Luo X, Allen AM, Carroll DM, Denlinger-Apte RL, Dermody SS, Koopmeiners JS, McClernon FJ, Pacek LR, Vandrey R, Hatsukami DK. The Impact of Gradual and Immediate Nicotine Reduction on Subjective Cigarette Ratings. Nicotine Tob Res 2019; 21:S73-S80. [PMID: 31867651 PMCID: PMC6939762 DOI: 10.1093/ntr/ntz158] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 08/24/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND A recent clinical trial showed that an immediate transition to very low nicotine content (VLNC) cigarettes, compared with a gradual transition, produced greater reductions in smoking behavior, smoke exposure, and dependence. However, there was less compliance with the instruction to smoke only VLNC cigarettes in the immediate versus gradual reduction condition. The goal of this study was to test whether nicotine reduction method alters subjective ratings of VLNC cigarettes, and whether subjective ratings mediate effects of nicotine reduction method on smoking behavior, smoke exposure, dependence, and compliance. METHODS This is a secondary analysis of a randomized trial conducted across 10 sites in the United States. Smokers (n = 1250) were randomized to either a control condition, or to have the nicotine content of their cigarettes reduced immediately or gradually to 0.04 mg nicotine/g of tobacco during a 20-week study period. Participants completed the modified Cigarette Evaluation Questionnaire (mCEQ). RESULTS After Week 20, the immediate reduction group scored significantly lower than the gradual reduction group on multiple subscales of the mCEQ (ps < .001). The Satisfaction subscale of the mCEQ mediated the impact of nicotine reduction method on smoke exposure, smoking behavior, dependence, compliance, and abstinence. Other subscales also mediated a subset of these outcomes. CONCLUSIONS An immediate reduction in nicotine content resulted in lower product satisfaction than a gradual reduction, suggesting that immediate reduction further reduces cigarette reward value. This study will provide the Food and Drug Administration with information about the impact of nicotine reduction method on cigarette reward value. IMPLICATIONS These data suggest that an immediate reduction in nicotine content will result in greater reductions in cigarette satisfaction than a gradual reduction, and this reduction in satisfaction is related to changes in smoking behavior and dependence.
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Affiliation(s)
- Tracy T Smith
- Hollings Cancer Center, Medical University of South Carolina, Charleston, SC
- Baptist Comprehensive Cancer Center and Department of Physiology and Pharmacology, Wake Forest University, Winston-Salem, NC
| | - Eric C Donny
- Baptist Comprehensive Cancer Center, Wake Forest University, Winston-Salem, NC
- Department of Physiology and Pharmacology, Wake Forest University, Winston-Salem, NC
| | - Xianghua Luo
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Alicia M Allen
- Department of Family and Community Medicine, University of Arizona, Tucson, AZ
| | - Dana M Carroll
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Rachel L Denlinger-Apte
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI
| | - Sarah S Dermody
- School of Psychological Science, Oregon State University, Corvallis, OR
| | - Joseph S Koopmeiners
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - Ryan Vandrey
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD
| | - Dorothy K Hatsukami
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
- Department of Psychiatry, University of Minnesota, Minneapolis, MN
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26
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Colby SM, Cassidy RN, Denlinger-Apte R, Smith TT, Pacek LR, McClernon FJ, Tidey JW. Anticipated Effects of Nicotine Reduction on Youth Smoking Initiation and Maintenance. Nicotine Tob Res 2019; 21:S46-S48. [PMID: 31867638 PMCID: PMC6939777 DOI: 10.1093/ntr/ntz101] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 06/14/2019] [Indexed: 12/31/2022]
Abstract
This commentary summarizes emerging findings on the potential impact of a nicotine reduction policy on youth and young adults. We conclude that: (1) adolescent smokers and nonsmokers alike are likely to be less sensitive to reinforcement from very low nicotine content (VLNC) cigarettes compared with adults; (2) reducing nicotine in cigarettes to 0.4 mg/g would reduce the abuse potential of cigarettes in adolescents and young adults; (3) findings to date do not support concerns that nicotine reduction leads to compensatory smoking in young smokers; and (4) if the scope of a reduced nicotine product standard were applied to all combusted tobacco products, that would likely maximize public health benefit of this policy.
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Affiliation(s)
- Suzanne M Colby
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI
| | - Rachel N Cassidy
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI
| | - Rachel Denlinger-Apte
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI
| | - Tracy T Smith
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC
| | - Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - Jennifer W Tidey
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI
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27
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Pacek LR, Wiley JL, McClernon FJ. A Conceptual Framework for Understanding Multiple Tobacco Product Use and the Impact of Regulatory Action. Nicotine Tob Res 2019; 21:268-277. [PMID: 29931176 DOI: 10.1093/ntr/nty129] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 06/18/2018] [Indexed: 01/06/2023]
Abstract
INTRODUCTION Over 35% of the adult tobacco-using population regularly use more than one tobacco product. Although rates of tobacco use in the United States have declined over the last decade, rates of multiple tobacco product (MTP) have either remained stable (among adults) or increased (among youth). METHODS In this paper, we review the literature and propose a framework for understanding both MTP use and how regulatory actions on any single tobacco product (STP) may influence the use of other tobacco products. RESULTS AND CONCLUSIONS Within the framework, Product, Person, and Context/Situational factors (and their interactions) influence product cross-substitution and thus patterns of use of MTPs. In addition, we propose that Context/Situation effects specifically increase the complexity of MTP-use patterns resulting in "dynamic complementarity" in addition to substitution-like relationships between tobacco products. Experimentation with, and use of, various tobacco products results in reinforcement histories that affect which products are used, in what contexts, and by whom, which in turn has downstream impacts on toxicant exposure and health. We conclude our analysis with an examination of how regulation of STPs can have impacts on the use of other STP and MTP use and provide research questions for further examining MTP use. IMPLICATIONS Though rates of tobacco use have declined in the United States, over 35% of the adult tobacco-using population regularly uses more than one tobacco product. This paper provides a framework for understanding MTP use and how regulatory actions on any STP may influence the use of other tobacco products. We conclude our analysis by providing research questions for further examining MTP use.
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Affiliation(s)
- Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | | | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
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28
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Mitchell JT, McClernon FJ, Beckham JC, Brown RA, Lejuez CW, Kollins SH. Smoking abstinence effects on emotion dysregulation in adult cigarette smokers with and without attention-deficit/hyperactivity disorder. Drug Alcohol Depend 2019; 205:107594. [PMID: 31639512 PMCID: PMC6938720 DOI: 10.1016/j.drugalcdep.2019.107594] [Citation(s) in RCA: 4] [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] [Received: 12/09/2018] [Revised: 07/23/2019] [Accepted: 07/26/2019] [Indexed: 11/28/2022]
Abstract
BACKGROUND Cigarette smoking is robustly associated with attention-deficit/hyperactivity disorder (ADHD), but little is known about psychological mechanisms accounting for this comorbid relationship. This study examined difficulties in emotion regulation, or emotion dysregulation, among adult cigarette smokers with and without ADHD. Emotion dysregulation was predicted to be higher in an ADHD group at screening and after 24 -h smoking abstinence compared to a non-ADHD group. METHODS Cigarette smokers with (n = 19) and without (n = 20) ADHD completed a screening visit, baseline visit, and two experimental visits: smoking as usual (i.e., smoking satiated) and after biochemically-verified 24 -h smoking abstinence (i.e., smoking abstinent). Three emotion dysregulation rating scales (two self-report and one clinician rated) were administered at the screening visit and experimental sessions. Experimental sessions also included two emotion dysregulation behavioral tasks. RESULTS The ADHD group scored higher on all three rating scales at screening (p's < .001). For experimental sessions, group (ADHD, non-ADHD) x condition (smoking satiated, smoking abstinence) interactions were not significant across measures. However, group main effects emerged indicating higher emotion dysregulation in the ADHD group across all measures (p's < .001). Main effects also emerged for experimental condition, but were more mixed across emotion dysregulation measures. CONCLUSIONS Emotion dysregulation was higher among adult smokers with ADHD and during smoking abstinence across diagnostic groups, suggesting that this malleable psychological mechanism plays a role in smoking both for those with and without ADHD-such findings can inform treatment and prevention efforts.
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Affiliation(s)
- John T. Mitchell
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Jean C. Beckham
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA,Durham Veterans Affairs Medical Center, Durham, NC, USA
| | - Richard A. Brown
- School of Nursing, University of Texas at Austin, Austin, TX, USA
| | - Carl W. Lejuez
- College of Liberal Arts and Sciences, University of Kansas, Lawrence, KS, USA
| | - Scott H. Kollins
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
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29
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Oliver JA, Hallyburton MB, Pacek LR, Mitchell JT, Vilardaga R, Fuemmeler BF, McClernon FJ. What Do Smokers Want in A Smartphone-Based Cessation Application? Nicotine Tob Res 2019; 20:1507-1514. [PMID: 29065202 DOI: 10.1093/ntr/ntx171] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Indexed: 11/14/2022]
Abstract
Background Fueled by rapid technological advances over the past decade, there is growing interest in the use of smartphones to aid in smoking cessation. Hundreds of applications have been developed for this purpose, but little is known about how these applications are accessed and used by smokers or what features smokers believe would be most useful. Purpose The present study sought to understand the prevalence of smartphone ownership and patterns of use among smokers as well as the perceived utility of various smartphone application features for smoking cessation that are currently in development or already available. Methods Daily cigarette smokers (n = 224) reported on smartphone ownership, their patterns of smartphone usage, and perceived utility of features. Features were ranked according to perceived utility and differences in both perceived utility and general smartphone use patterns were examined as a function of demographic and smoking-related variables. Results Most smokers (80.4%) own a smartphone, but experience with smoking cessation applications is extremely rare (6.1%). Ownership and patterns of usage differed as a function of demographic and smoking-related variables. Overall, gain-framed features were rated as most useful, while loss-framed and interpersonal features were rated as least useful. Conclusions Mobile health interventions have the potential to reach a large number of smokers but are currently underutilized. Additional effort is needed to ensure parity in treatment access. Gain-framed messages may be especially useful for engaging smokers, even if other features ultimately drive treatment effects. Implications This study describes patterns of smartphone usage among smokers and identifies the smartphone application features smokers believe would be most useful during a quit attempt. Findings indicate which subgroups of smokers are most likely to be reached with mobile health interventions and suggests that inclusion of specific features may be helpful for engaging smokers in the smoking cessation process.
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Affiliation(s)
- Jason A Oliver
- Center for Addiction Science and Technology, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicin, Durham, NC
| | - Matthew B Hallyburton
- Center for Addiction Science and Technology, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicin, Durham, NC
| | - Lauren R Pacek
- Center for Addiction Science and Technology, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicin, Durham, NC
| | - John T Mitchell
- Center for Addiction Science and Technology, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicin, Durham, NC
| | - Roger Vilardaga
- Center for Addiction Science and Technology, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicin, Durham, NC
| | - Bernard F Fuemmeler
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA
| | - F Joseph McClernon
- Center for Addiction Science and Technology, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicin, Durham, NC
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Pacek LR, Berry MS, Rass O, Mercincavage M, McClernon FJ, Johnson MW. Graphic Warning Labels Affect Hypothetical Cigarette Purchasing Behavior among Smokers Living with HIV. Int J Environ Res Public Health 2019; 16:ijerph16183380. [PMID: 31547374 PMCID: PMC6765870 DOI: 10.3390/ijerph16183380] [Citation(s) in RCA: 5] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 09/03/2019] [Accepted: 09/06/2019] [Indexed: 12/25/2022]
Abstract
Cigarette pack graphic warning labels (GWLs) are associated with increased knowledge of tobacco-related harms; scant research has evaluated their effects on behavior among vulnerable populations. We used a behavioral economic approach to measure the effects of GWLs and price on hypothetical cigarette purchasing behavior among HIV-positive smokers. Participants (n = 222) completed a cigarette valuation task by making hypothetical choices between GWL cigarette packs at a fixed price ($7.00) and text-only warning label cigarette packs at increasing prices ($3.50 to $14.00; $0.25 increments). More than one-quarter (28.8%) of participants paid more to avoid GWLs. The remaining participants’ purchasing decisions appear to have been driven by price: 69.8% of participants chose the cheaper pack. Across all participants, overall monetary choice value observed for GWL cigarette packs (mean = $7.75) was greater than if choice was driven exclusively by price ($7.00). Most (87.4%) preferred the text-only warning label when GWL and text-only cigarette packs were equally priced. Correlation analysis indicated GWL pack preference was associated with agreement with statements that GWLs would stop individuals from having a cigarette or facilitate thoughts about quitting. These data suggest that GWLs may influence some HIV-positive smokers in such a way that they are willing to pay more to avoid seeing GWLs.
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Affiliation(s)
- Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA.
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA.
| | - Meredith S Berry
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA.
- Department of Health Education and Behavior & Department of Psychology, University of Florida, Gainesville, FL 32611, USA.
| | - Olga Rass
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA.
| | - Melissa Mercincavage
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA.
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, USA.
| | - Matthew W Johnson
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21224, USA.
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Abstract
IMPORTANCE Environments associated with smoking increase a smoker's craving to smoke and may provoke lapses during a quit attempt. Identifying smoking risk environments from images of a smoker's daily life provides a basis for environment-based interventions. OBJECTIVE To apply a deep learning approach to the clinically relevant identification of smoking environments among settings that smokers encounter in daily life. DESIGN, SETTING, AND PARTICIPANTS In this cross-sectional study, 4902 images of smoking (n = 2457) and nonsmoking (n = 2445) locations were photographed by 169 smokers from Durham, North Carolina, and Pittsburgh, Pennsylvania, areas from 2010 to 2016. These images were used to develop a probabilistic classifier to predict the location type (smoking or nonsmoking location), thus relating objects and settings in daily environments to established smoking patterns. The classifier combines a deep convolutional neural network with an interpretable logistic regression model and was trained and evaluated via nested cross-validation with participant-wise partitions (ie, out-of-sample prediction). To contextualize model performance, images taken by 25 randomly selected participants were also classified by smoking cessation experts. As secondary validation, craving levels reported by participants when viewing unfamiliar environments were compared with the model's predictions. Data analysis was performed from September 2017 to May 2018. MAIN OUTCOMES AND MEASURES Classifier performance (accuracy and area under the receiver operating characteristic curve [AUC]), comparison with 4 smoking cessation experts, contribution of objects and settings to smoking environment status (standardized model coefficients), and correlation with participant-reported craving. RESULTS Of 169 participants, 106 (62.7%) were from Durham (53 [50.0%] female; mean [SD] age, 41.4 [12.0] years) and 63 (37.3%) were from Pittsburgh (31 [51.7%] female; mean [SD] age, 35.2 [13.8] years). A total of 4902 images were available for analysis, including 3386 from Durham (mean [SD], 31.9 [1.3] images per participant) and 1516 from Pittsburgh (mean [SD], 24.1 [0.5] images per participant). Images were evenly split between the 2 classes, with 2457 smoking images (50.1%) and 2445 nonsmoking images (49.9%). The final model discriminated smoking vs nonsmoking environments with a mean (SD) AUC of 0.840 (0.024) (accuracy [SD], 76.5% [1.6%]). A model trained only with images from Durham participants effectively classified images from Pittsburgh participants (AUC, 0.757; accuracy, 69.2%), and a model trained only with images from Pittsburgh participants effectively classified images from Durham participants (AUC, 0.821; accuracy, 75.0%), suggesting good generalizability between geographic areas. Only 1 expert's performance was a statistically significant improvement compared with the classifier (α = .05). Median self-reported craving was significantly correlated with model-predicted smoking environment status (ρ = 0.894; P = .003). CONCLUSIONS AND RELEVANCE In this study, features of daily environments predicted smoking vs nonsmoking status consistently across participants. The findings suggest that a deep learning approach can identify environments associated with smoking, can predict the probability that any image of daily life represents a smoking environment, and can potentially trigger environment-based interventions. This work demonstrates a framework for predicting how daily environments may influence target behaviors or symptoms that may have broad applications in mental and physical health.
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Affiliation(s)
- Matthew M. Engelhard
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Jason A. Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Ricardo Henao
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina
| | - Matt Hallyburton
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Lawrence E. Carin
- Department of Electrical and Computer Engineering, Duke University, Durham, North Carolina
| | - Cynthia Conklin
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
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Abstract
INTRODUCTION Techniques employed in the field of neuroscience, such as eye tracking, electroencephalography, and functional magnetic resonance imaging, have been important in informing our understanding of the cognitive mechanisms underlying tobacco smoking. These techniques are now increasingly being used to investigate the likely impact of tobacco control policies. AIMS AND METHODS In this narrative review, we outline the value of these methodological approaches in answering policy-relevant tobacco control research questions, with a particular focus on their use in examining the impact of standardized cigarette packaging and health warnings. We also examine the limitations of these methodologies and provide examples of how they can be used to answer other policy-relevant questions. RESULTS We argue that neuroscience techniques can provide more objective evidence of the impacts of policy measures, allow investigation where it is not possible to conduct behavioral manipulations, and facilitate a deeper understanding of the cognitive mechanisms underlying the impacts of tobacco control policies such as standardized packaging, health warnings, point-of-sale displays, and mass media campaigns. CONCLUSIONS Rather than replacing more traditional methods of examining tobacco control measures, such as observational experiments, surveys, and questionnaires, neuroscience techniques can complement and extend these methods. IMPLICATIONS Neuroscience techniques facilitate objective examination of the mechanisms underlying the impacts of tobacco control measures. These techniques can therefore complement and extend other methodologies typically used in this field, such as observational experiments, surveys, and questionnaires.
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Affiliation(s)
- Olivia M Maynard
- UK Centre for Tobacco and Alcohol Studies, School of Experimental Psychology, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit (IEU), School of Experimental Psychology, University of Bristol, Bristol, United Kingdom
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Jason A Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Marcus R Munafò
- UK Centre for Tobacco and Alcohol Studies, School of Experimental Psychology, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit (IEU), School of Experimental Psychology, University of Bristol, Bristol, United Kingdom
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Addicott MA, Sweitzer MM, McClernon FJ. The Effects of Nicotine and Tobacco Use on Brain Reward Function: Interaction With Nicotine Dependence Severity. Nicotine Tob Res 2019; 21:764-771. [PMID: 29584917 PMCID: PMC6784410 DOI: 10.1093/ntr/nty059] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 03/22/2018] [Indexed: 11/13/2022]
Abstract
INTRODUCTION This study investigated the effects of nicotine/tobacco on neural activation during performance of a monetary incentive delay task. AIMS AND METHODS Prior to each scan, nonsmokers received nicotine or placebo nasal spray, and smokers were smoking satiated or 24-hour withdrawn. During the scan, participants made timed responses to reward-related cues and received feedback. Parameter estimates from cue- and feedback-related activation in medial prefrontal regions and the nucleus accumbens were extracted and underwent within- and between-group analyses. Smokers' nicotine dependence severity was included as a continuous predictor variable for neural activation. RESULTS Among smokers (n = 21), withdrawal decreased cue-related activation in the supplementary motor area and ventromedial prefrontal cortex, and the difference in activation (satiety > withdrawal) in these regions negatively correlated with nicotine dependence severity (Fagerström Test for Nicotine Dependence). Among nonsmokers (n = 22), nicotine increased the difference in nucleus accumbens activation between rewarded and nonrewarded feedback phases. Tobacco withdrawal and acute nicotine also had widespread effects on activation throughout the brain during the feedback phase. CONCLUSIONS Acute nicotine in nonsmokers may have increased the salience of feedback information, but produced few effects on reward-related activation overall, perhaps reflecting nicotine's modest, indirect effects on reward processing. Conversely, tobacco withdrawal decreased activation compared with satiety, and this difference between conditions correlated with nicotine dependence severity. This suggests that as smokers become more dependent on nicotine, tobacco withdrawal has a more pronounced effect on reward processing. IMPLICATIONS Relative to the acute effects of nicotine in nonsmokers, withdrawal from daily tobacco use had more significant effects on reward-related brain activation. This study suggests that the effects of tobacco withdrawal on reward-related brain function interact with subjects' level of nicotine dependence severity. These are potentially important sources of variability that could contribute to smoking cessation outcomes.
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Affiliation(s)
- Merideth A Addicott
- Department of Psychiatry, University of Arkansas for Medical Science, Little Rock, AR
| | - Maggie M Sweitzer
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, University of Arkansas for Medical Sciences, Durham, NC
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, University of Arkansas for Medical Sciences, Durham, NC
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Carmella SG, Heskin AK, Tang MK, Jensen J, Luo X, Le CT, Murphy SE, Benowitz NL, McClernon FJ, Vandrey R, Allen SS, Denlinger-Apte R, Cinciripini PM, Strasser AA, al’Absi M, Robinson JD, Donny EC, Hatsukami DK, Hecht SS. Longitudinal stability in cigarette smokers of urinary eicosanoid biomarkers of oxidative damage and inflammation. PLoS One 2019; 14:e0215853. [PMID: 31022220 PMCID: PMC6483352 DOI: 10.1371/journal.pone.0215853] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Accepted: 04/09/2019] [Indexed: 12/14/2022] Open
Abstract
The urinary metabolites (Z)-7-[1R,2R,3R,5S)-3,5-dihydroxy-2-[(E,3S)-3-hydroxyoct-1-enyl]cyclopentyl]hept-5-enoic acid (8-iso-PGF2α), an F2-isoprostane and biomarker of oxidative damage, and "prostaglandin E2 metabolite" (PGE-M), a biomarker of inflammation, are elevated in cigarette smokers. However, there is little information in the literature on the longitudinal stability of these widely used biomarkers. In a large clinical trial involving 10 institutional sites, smokers were given, free of charge over a period of 20 weeks, Spectrum NRC600/601 research cigarettes containing 15.5 mg nicotine/g tobacco. All participants were instructed to smoke these cigarettes for the duration of the study. At weeks 4, 8, 12, 16, and 20, first morning urine voids were collected and analyzed for 8-iso-PGF2α and PGE-M using validated liquid chromatography-electrospray ionization-tandem mass spectrometry methods. The mean level of 8-iso-PGF2α at Week 4 was 1.34 ± 1.08 (S.D.) pmol/mg creatinine (N = 226) while that of PGE-M was 73.7 ± 113 (S.D.) pmol/mg creatinine (N = 232). The corresponding levels at Week 20 were 1.35 ± 0.93 (S.D.) pmol/mg creatinine (N = 209) for 8-iso-PGF2α and 74.2 ± 142 (S.D.) pmol/mg creatinine (N = 210) for PGE-M. There was variation in these values in the intervening weeks. The intra-class correlation coefficients (ICC) were 0.51 (95% CI, 0.45, 0.57) and 0.36 (0.30, 0.43), for 8-iso-PGF2α and PGE-M, respectively, indicating fair longitudinal stability for 8-iso-PGF2α and poorer longitudinal stability for PGE-M in cigarette smokers. Males had higher ICC values than females for both 8-iso-PGF2α and PGE-M. These results indicate that, in addition to cigarette smoking, endogenous processes of oxidative damage and inflammation influence the levels of these biomarkers over time among current smokers.
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Affiliation(s)
- Steven G. Carmella
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Alisa K. Heskin
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Mei Kuen Tang
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Joni Jensen
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Xianghua Luo
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Chap T. Le
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Sharon E. Murphy
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Neal L. Benowitz
- Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, United States of America
| | - Ryan Vandrey
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Sharon S. Allen
- Department of Family Medicine and Community Health, University of Minnesota Medical School, Minneapolis, Minnesota, United States of America
| | - Rachel Denlinger-Apte
- Department of Behavioral and Social Sciences, Brown University, Providence, Rhode Island, United States of America
| | - Paul M. Cinciripini
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Andrew A. Strasser
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Mustafa al’Absi
- Behavioral Medicine Laboratories, University of Minnesota Medical School, Duluth, Minnesota, United States of America
| | - Jason D. Robinson
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Eric C. Donny
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, North Carolina, United States of America
| | - Dorothy K. Hatsukami
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Stephen S. Hecht
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
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Conklin CA, McClernon FJ, Vella EJ, Joyce CJ, Salkeld RP, Parzynski CS, Bennett L. Combined Smoking Cues Enhance Reactivity and Predict Immediate Subsequent Smoking. Nicotine Tob Res 2019; 21:241-248. [PMID: 29370401 PMCID: PMC6329405 DOI: 10.1093/ntr/nty009] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 01/17/2018] [Indexed: 11/13/2022]
Abstract
Introduction Cue reactivity (CR) research has reliably demonstrated robust cue-induced responding among smokers exposed to common proximal smoking cues (eg, cigarettes, lighter). More recent work demonstrates that distal stimuli, most notably the actual environments in which smoking previously occurred, can also gain associative control over craving. In the real world, proximal cues always occur within an environment; thus, a more informative test of how cues affect smokers might be to present these two cue types simultaneously. Methods Using a combined-cue counterbalanced CR paradigm, the present study tested the impact of proximal (smoking and neutral) + personal environment (smoking and nonsmoking places) pictorial cues, on smokers' subjective and behavioral CR; as well as the extent to which cue-induced craving predicts immediate subsequent smoking in a within-subjects design. Results As anticipated, the dual smoking cue combination (ProxS + EnvS) led to the greatest cue-induced craving relative to the other three cue combinations (ProxS + EnvN, ProxN + EnvS, and ProxN ± EnvN), ps < .004. Dual smoking cues also led to significantly shorter post-trial latencies to smoke, ps < .01. Overall CR difference score (post-trial craving minus baseline craving) was predictive of subsequent immediate smoking indexed by: post-trial latency to smoke [B = -2.69, SE = 9.02; t(143) = -2.98, p = .003]; total puff volume [B = 2.99, SE = 1.13; t(143) = 2.65, p = .009]; and total number of puffs [B = .053, SE = .027; t(143) = 1.95, p = .05]. Conclusions The implications of these findings for better understanding the impact of cues on smoking behavior and cessation are discussed. Implications This novel cue reactivity study examined smokers' reactivity to combined proximal and distal smoking cues. Exposure to a combination of two smoking cues (proximal and environment) led to the greatest increases in cue-induced craving and smoking behavior compared to all other cue combinations. Further, the overall magnitude of cue-induced craving was found to significantly predict immediate subsequent smoking. This work provides new insight on how exposure to various cues and cue combinations directly affect smokers' craving and actual smoking behavior, as well as the relationship between those two indices of reactivity.
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Affiliation(s)
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC
| | - Elizabeth J Vella
- Department of Psychology, University of Southern Maine, Portland, ME
| | | | - Ronald P Salkeld
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA
| | | | - Lee Bennett
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA
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Chen M, Carmella SG, Sipe C, Jensen J, Luo X, Le CT, Murphy SE, Benowitz NL, McClernon FJ, Vandrey R, Allen SS, Denlinger-Apte R, Cinciripini PM, Strasser AA, al’Absi M, Robinson JD, Donny EC, Hatsukami D, Hecht SS. Longitudinal stability in cigarette smokers of urinary biomarkers of exposure to the toxicants acrylonitrile and acrolein. PLoS One 2019; 14:e0210104. [PMID: 30608961 PMCID: PMC6319718 DOI: 10.1371/journal.pone.0210104] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 12/17/2018] [Indexed: 01/07/2023] Open
Abstract
The urinary metabolites cyanoethyl mercapturic acid (CEMA) and 3-hydroxypropyl mercapturic acid (3-HPMA) have been widely used as biomarkers of exposure to acrylonitrile and acrolein, respectively, but there are no published data on their consistency over time in the urine of cigarette smokers. We provided, free of charge over a 20 week period, Spectrum NRC600/601 research cigarettes to cigarette smokers in the control arm of a randomized clinical trial of the reduced nicotine cigarette. Urine samples were collected at weeks 4, 8, 12, 16, and 20 and analyzed for CEMA and 3-HPMA, and total nicotine equivalents (TNE) using validated methods. Creatinine-corrected intra-class correlation coefficients for CEMA, 3-HPMA, and TNE were 0.67, 0.46, and 0.68, respectively, indicating good longitudinal consistency for CEMA, while that of 3-HPMA was fair. A strong correlation between CEMA and TNE values was observed. These data support the use of CEMA as a reliable biomarker of tobacco smoke exposure. This is the first report of the longitudinal stability of the biomarkers of acrylonitrile and acrolein exposure in smokers. The data indicate that CEMA, the biomarker of acrylonitrile exposure, is consistent over time in cigarette smokers, supporting its use. While 3-HPMA levels were less stable over time, this biomarker is nevertheless a useful monitor of human acrolein exposure because of its specificity to this toxicant.
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Affiliation(s)
- Menglan Chen
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Steven G. Carmella
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Chistopher Sipe
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Joni Jensen
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Xianghua Luo
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Chap T. Le
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Sharon E. Murphy
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Neal L. Benowitz
- Department of Medicine, University of California, San Francisco, California, United States of America
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, United States of America
| | - Ryan Vandrey
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Sharon S. Allen
- Department of Family Medicine and Community Health, University of Minnesota Medical School, Minneapolis, Minnesota, United States of America
| | - Rachel Denlinger-Apte
- Department of Behavioral and Social Sciences, Brown University, Providence, Rhode Island, United States of America
| | - Paul M. Cinciripini
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Andrew A. Strasser
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Mustafa al’Absi
- Behavioral Medicine Laboratories, University of Minnesota Medical School, Duluth, Minnesota, United States of America
| | - Jason D. Robinson
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Eric C. Donny
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, North Carolina, United States of America
| | - Dorothy Hatsukami
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Stephen S. Hecht
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, United States of America
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Pacek LR, Rass O, Sweitzer MM, Oliver JA, McClernon FJ. Young adult dual combusted cigarette and e-cigarette users' anticipated responses to hypothetical e-cigarette market restrictions. Subst Use Misuse 2019; 54:2033-2042. [PMID: 31305213 PMCID: PMC6764889 DOI: 10.1080/10826084.2019.1626435] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Introduction: The aim of this exploratory study was to assess young adult dual e-cigarette (EC) and combusted cigarette (CC) users' anticipated responses to hypothetical market restrictions regarding key EC characteristics. Methods: Data came from 240 young adult dual EC and CC users recruited via Amazon Mechanical Turk in June 2017. Descriptive statistics were used to report sociodemographic, CC smoking, and EC use characteristics. McNemar's chi-square tests and chi-square tests were used to assess differences between groups in terms of anticipated responses to hypothetical EC market restrictions. Results: Hypothetical regulations resulted in reported intentions to reduce EC use and increase CC use; the greatest impact was found for restrictions regarding e-liquid nicotine content, followed by flavor and ability to modify EC devices. Moreover, individuals reporting use of flavored e-liquid, high nicotine content e-liquid, and customizable EC were most likely to report intentions to reduce EC use and increase CC use. Conclusions: This work provides preliminary evidence that restrictive regulations regarding key EC characteristics may increase intentions to increase CC use among young adult dual EC and CC users.
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Affiliation(s)
- Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine , Durham , North Carolina , USA
| | - Olga Rass
- Office of Science, Center for Tobacco Products, U.S. Food and Drug Administration , Silver Spring , Maryland , USA
| | - Maggie M Sweitzer
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine , Durham , North Carolina , USA
| | - Jason A Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine , Durham , North Carolina , USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine , Durham , North Carolina , USA
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Pacek LR, Oliver JA, Sweitzer MM, McClernon FJ. Young adult dual combusted cigarette and e-cigarette users' anticipated responses to a nicotine reduction policy and menthol ban in combusted cigarettes. Drug Alcohol Depend 2019; 194:40-44. [PMID: 30399498 PMCID: PMC6314179 DOI: 10.1016/j.drugalcdep.2018.10.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [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: 07/20/2018] [Revised: 09/12/2018] [Accepted: 10/01/2018] [Indexed: 01/07/2023]
Abstract
BACKGROUND The aim of the study was to assess young adult dual e-cigarette (EC) and combusted cigarette (CC) users' anticipated responses to a hypothetical very low nicotine content product standard and menthol ban in CC. METHODS Data came from 240 young adult (18-29 years) dual CC and EC users recruited via Amazon Mechanical Turk between June 20-22, 2017. Descriptive statistics were used to report sample characteristics. McNemar's tests were used to assess differences between product categories in terms of anticipated responses to hypothetical regulations. RESULTS A hypothetical very low nicotine content product standard in CC resulted in reported intentions to quit or reduce CC use and increase use of EC (p's<0.001). Hypothetical restrictions regarding the availability of menthol CC resulted in marginally significant reported intentions to increase EC use (p = 0.080). Anticipated responses to regulation were associated with baseline EC and CC use characteristics. CONCLUSIONS This work provides preliminary evidence of the impact that regulations regarding nicotine content and menthol in CC may have on the use of EC among young adult dual users.
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Affiliation(s)
- Lauren R. Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Road, Suite 300, Durham, NC 27705
| | - Jason A. Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Road, Suite 300, Durham, NC 27705
| | - Maggie M. Sweitzer
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Road, Suite 300, Durham, NC 27705
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2608 Erwin Road, Suite 300, Durham, NC 27705
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Murphy SK, Itchon-Ramos N, Visco Z, Huang Z, Grenier C, Schrott R, Acharya K, Boudreau MH, Price TM, Raburn DJ, Corcoran DL, Lucas JE, Mitchell JT, McClernon FJ, Cauley M, Hall BJ, Levin ED, Kollins SH. Cannabinoid exposure and altered DNA methylation in rat and human sperm. Epigenetics 2018; 13:1208-1221. [PMID: 30521419 PMCID: PMC6986792 DOI: 10.1080/15592294.2018.1554521] [Citation(s) in RCA: 131] [Impact Index Per Article: 21.8] [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] [Indexed: 01/19/2023] Open
Abstract
Little is known about the reproductive effects of paternal cannabis exposure. We evaluated associations between cannabis or tetrahydrocannabinol (THC) exposure and altered DNA methylation in sperm from humans and rats, respectively. DNA methylation, measured by reduced representation bisulfite sequencing, differed in the sperm of human users from non-users by at least 10% at 3,979 CpG sites. Pathway analyses indicated Hippo Signaling and Pathways in Cancer as enriched with altered genes (Bonferroni p < 0.02). These same two pathways were also enriched with genes having altered methylation in sperm from THC-exposed versus vehicle-exposed rats (p < 0.01). Data validity is supported by significant correlations between THC exposure levels in humans and methylation for 177 genes, and substantial overlap in THC target genes in rat sperm (this study) and genes previously reported as having altered methylation in the brain of rat offspring born to parents both exposed to THC during adolescence. In humans, cannabis use was also associated with significantly lower sperm concentration. Findings point to possible pre-conception paternal reproductive risks associated with cannabis use.
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Affiliation(s)
- Susan K Murphy
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - Nilda Itchon-Ramos
- b Department of Psychiatry and Behavioral Sciences , Duke University Medical Center , Durham , NC , USA
| | - Zachary Visco
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - Zhiqing Huang
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - Carole Grenier
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - Rose Schrott
- c Duke Nicholas School of the Environment , University Program in Environmental Health , Durham , NC , USA
| | - Kelly Acharya
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - Marie-Helene Boudreau
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - Thomas M Price
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - Douglas J Raburn
- a Department of Obstetrics and Gynecology , Duke University Medical Center , Durham , NC , USA
| | - David L Corcoran
- d Duke Center for Genomic and Computational Biology , Duke University Medical Center , Durham , NC , USA
| | - Joseph E Lucas
- e Social Sciences Research Institute , Duke University Medical Center , Durham , NC , USA
| | - John T Mitchell
- b Department of Psychiatry and Behavioral Sciences , Duke University Medical Center , Durham , NC , USA
| | - F Joseph McClernon
- b Department of Psychiatry and Behavioral Sciences , Duke University Medical Center , Durham , NC , USA
| | - Marty Cauley
- f Duke Cancer Institute, Duke University Medical Center , Durham , NC , USA
| | - Brandon J Hall
- g Department of Surgery , Duke University Medical Center , Durham , NC , USA
| | - Edward D Levin
- b Department of Psychiatry and Behavioral Sciences , Duke University Medical Center , Durham , NC , USA
| | - Scott H Kollins
- b Department of Psychiatry and Behavioral Sciences , Duke University Medical Center , Durham , NC , USA
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Smith TT, Hatsukami DK, Benowitz NL, Colby SM, McClernon FJ, Strasser AA, Tidey JW, White CM, Donny EC. Whether to push or pull? Nicotine reduction and non-combusted alternatives - Two strategies for reducing smoking and improving public health. Prev Med 2018; 117:8-14. [PMID: 29604326 PMCID: PMC6163095 DOI: 10.1016/j.ypmed.2018.03.021] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [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: 01/18/2018] [Revised: 03/23/2018] [Accepted: 03/28/2018] [Indexed: 11/19/2022]
Abstract
Combustible cigarettes remain the most harmful and addictive tobacco product, and reducing the prevalence of smoking continues to be a critical public health goal. While nicotine is the constituent primarily responsible for addiction to cigarettes, most of the harm associated with smoking comes from byproducts of tobacco combustion. Recently, two different approaches for reducing the harms of smoking have emerged, both of which focus on breaking the link between the addiction to nicotine and the harms caused by smoking. First, the addictive potential of cigarettes could be minimized by requiring a large reduction in the nicotine content of cigarettes. Evidence for a nicotine reduction policy thus far shows that the use of very low nicotine content cigarettes results in a reduction in the number of cigarettes people smoke per day and a reduction in cigarette dependence. Second, emerging alternative nicotine delivery systems (ANDS) like electronic cigarettes may provide sufficient nicotine to act as substitutes for cigarettes while delivering much lower levels of toxicants. Evidence suggests that the emergence of ANDS has increased the percentage of smokers who are able to quit. The present paper will briefly review the evidence for each of these approaches, and consider what contemporary reinforcement and addiction theories can tell us about their likely success. We argue that the most effective endgame approach is one that pursues both nicotine reduction and alternative nicotine delivery systems as complementary.
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Affiliation(s)
- Tracy T Smith
- Psychiatry and Behavioral Sciences, Medical University of South Carolina, United States.
| | | | - Neal L Benowitz
- Departments of Medicine and Bioengineering & Therapeutic Sciences, University of California San Francisco, United States
| | - Suzanne M Colby
- Center for Alcohol & Addiction Studies, Brown University, United States
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, United States
| | - Andrew A Strasser
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, United States
| | - Jennifer W Tidey
- Center for Alcohol & Addiction Studies, Brown University, United States
| | - Cassidy M White
- Department of Physiology and Pharmacology, Wake Forest University School of Medicine, United States
| | - Eric C Donny
- Department of Physiology and Pharmacology, Wake Forest University School of Medicine, United States
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Denlinger-Apte RL, Tidey JW, Koopmeiners JS, Hatsukami DK, Smith TT, Pacek LR, McClernon FJ, Donny EC. Correlates of support for a nicotine-reduction policy in smokers with 6-week exposure to very low nicotine cigarettes. Tob Control 2018; 28:352-355. [PMID: 30385649 PMCID: PMC6482068 DOI: 10.1136/tobaccocontrol-2018-054622] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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: 07/11/2018] [Revised: 09/19/2018] [Accepted: 10/10/2018] [Indexed: 12/23/2022]
Abstract
BACKGROUND The US Food and Drug Administration recently issued an advanced notice of proposed rule-making for reducing the nicotine content in cigarettes to a minimally addictive level. Very little is known about whether use of very low nicotine content (VLNC) cigarettes affects support for a nicotine reduction policy. OBJECTIVE This study examined the effects of using VLNC versus usual brand (UB) cigarettes on support for a nicotine reduction policy and determined whether participant characteristics and responses to VLNC cigarettes were associated with policy support. METHODS Participants from a cigarette trial who were assigned to either 0.4 mg nicotine/g tobacco research cigarettes or their UB for 6 weeks were asked about their support for the policy. χ2 tests were used to compare support for the policy between cigarette conditions and logistic regression analyses were conducted to assess covariates associated with policy support. FINDINGS Policy support did not differ by condition. After 6 weeks of using VLNC cigarettes, 50% of participants supported the policy, 26% opposed and 24% responded 'Don't Know'. Support was higher among those adherent to smoking only VLNC cigarettes (65%) compared with those who were non-adherent (44%). Older participants and those interested in quitting had increased odds of support. Cigarette satisfaction, perceived harm and perceived nicotine content were not significantly associated with support. CONCLUSIONS Smoking VLNC cigarettes did not affect support for a nicotine reduction policy. Understanding predictors of policy support and opposition will help public health officials to maximise the public health acceptance and impact of this policy (ClinicalTrials.gov Identifier: NCT01681875 Post-Results).
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Affiliation(s)
- Rachel L Denlinger-Apte
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Brown University, Providence, Rhode Island, USA
| | - Jennifer W Tidey
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Brown University, Providence, Rhode Island, USA.,Department of Psychiatry and Human Behavior, Center for Alcohol and Addiction Studies, Brown University, Providence, Rhode Island, USA
| | - Joseph S Koopmeiners
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Dorothy K Hatsukami
- Masonic Cancer Center and Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota, USA
| | - Tracy T Smith
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Eric C Donny
- Baptist Comprehensive Cancer Center and Department of Physiology and Pharmacology, Wake Forest University, Winston-Salem, North Carolina, USA
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Mitchell JT, LeGrand S, Hightow-Weidman LB, McKellar MS, Kashuba AD, Cottrell M, McLaurin T, Satapathy G, McClernon FJ. Smartphone-Based Contingency Management Intervention to Improve Pre-Exposure Prophylaxis Adherence: Pilot Trial. JMIR Mhealth Uhealth 2018; 6:e10456. [PMID: 30201601 PMCID: PMC6231728 DOI: 10.2196/10456] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 06/07/2018] [Accepted: 06/16/2018] [Indexed: 11/28/2022] Open
Abstract
Background Pre-exposure prophylaxis (PrEP) provides a strong preventative benefit to individuals at risk for HIV. While PrEP adherence is highly correlated with its efficacy, adherence rates are variable both across and within persons. Objective The objective of this study was to develop and pilot-test a smartphone-based intervention, known as mSMART, that targets PrEP adherence. mSMART provides contingency management in the form of monetary incentives for daily PrEP adherence based on a real-time adherence assessment using a camera-based medication event-monitoring tool as well as medication reminders, PrEP education, individualized behavioral strategies to address PrEP adherence barriers, and medication adherence feedback. Methods This was a 4-week open-label, phase I trial in a community sample of young men who have sex with men already on PrEP (N=10). Results Although adherence composite scores corresponding to PrEP biomarkers indicated that 90% (9/10) of the sample already had an acceptable baseline adherence in the protective range, by the end of the 4-week period, the scores improved for 30% (3/10) of the sample—adherence did not worsen for any participants. Participants reported mean PrEP adherence rates of 91% via daily entries in mSMART. At the end of the 4-week period, participants indicated acceptable ratings of satisfaction, usability, and willingness to recommend mSMART to others. There were no technical difficulties associated with smartphone compatibility, user misunderstandings about mSMART features that interfered with daily use, or study attrition. Conclusions This study is the first to apply contingency management to PrEP adherence. Findings indicated that mSMART is feasible and acceptable. Such an adherence intervention administered via a user-friendly smartphone app can allow for widespread dissemination. Future efficacy trials are needed. Trial Registration ClinicalTrials.gov NCT02895893; https://clinicaltrials.gov/ct2/show/NCT02895893 (Accessed by Webcite at http://www.webcitation.org/72JskjDJq)
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Affiliation(s)
- John T Mitchell
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States.,Duke Center for Addiction Science and Technology, Durham, NC, United States
| | - Sara LeGrand
- Center for Health Policy and Inequalities Research at Duke University, Duke Global Health Institute, Durham, NC, United States
| | - Lisa B Hightow-Weidman
- Institute of Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Mehri S McKellar
- Division of Infectious Diseases, Duke University Medical Center, Durham, NC, United States
| | - Angela Dm Kashuba
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Mackenzie Cottrell
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Tony McLaurin
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | - Goutam Satapathy
- Intelligent Automation Incorporated, Rockville, NC, United States
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States.,Duke Center for Addiction Science and Technology, Durham, NC, United States
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Hatsukami DK, Luo X, Jensen JA, al'Absi M, Allen SS, Carmella SG, Chen M, Cinciripini PM, Denlinger-Apte R, Drobes DJ, Koopmeiners JS, Lane T, Le CT, Leischow S, Luo K, McClernon FJ, Murphy SE, Paiano V, Robinson JD, Severson H, Sipe C, Strasser AA, Strayer LG, Tang MK, Vandrey R, Hecht SS, Benowitz NL, Donny EC. Effect of Immediate vs Gradual Reduction in Nicotine Content of Cigarettes on Biomarkers of Smoke Exposure: A Randomized Clinical Trial. JAMA 2018; 320:880-891. [PMID: 30193275 PMCID: PMC6372240 DOI: 10.1001/jama.2018.11473] [Citation(s) in RCA: 104] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Importance The optimal temporal approach for reducing nicotine to minimally or nonaddictive levels in all cigarettes sold in the United States has not been determined. Objectives To determine the effects of immediate vs gradual reduction in nicotine content to very low levels and as compared with usual nicotine level cigarettes on biomarkers of toxicant exposure. Design, Setting, and Participants A double-blind, randomized, parallel-design study with 2 weeks of baseline smoking and 20 weeks of intervention was conducted at 10 US sites. A volunteer sample of daily smokers with no intention to quit within 30 days was recruited between July 2014 and September 2016, with the last follow-up completed in March 2017. Interventions (1) Immediate reduction to 0.4 mg of nicotine per gram of tobacco cigarettes; (2) gradual reduction from 15.5 mg to 0.4 mg of nicotine per gram of tobacco cigarettes with 5 monthly dose changes; or (3) maintenance on 15.5 mg of nicotine per gram of tobacco cigarettes. Main Outcomes and Measures Between-group differences in 3 co-primary biomarkers of smoke toxicant exposure: breath carbon monoxide (CO), urine 3-hydroxypropylmercapturic acid (3-HPMA, metabolite of acrolein), and urine phenanthrene tetraol (PheT, indicator of polycyclic aromatic hydrocarbons) calculated as area under the concentration-time curve over the 20 weeks of intervention. Results Among 1250 randomized participants (mean age, 45 years; 549 women [44%]; 958 [77%] completed the trial), significantly lower levels of exposure were observed in the immediate vs gradual reduction group for CO (mean difference, -4.06 parts per million [ppm] [95% CI, -4.89 to -3.23]; P < .0055), 3-HPMA (ratio of geometric means, 0.83 [95% CI, 0.77 to 0.88]; P < .0055), and PheT (ratio of geometric means, 0.88 [95% CI, 0.83 to 0.93]; P < .0055). Significantly lower levels of exposure were observed in the immediate reduction vs control group for CO (mean difference, -3.38 [95% CI, -4.40 to -2.36]; P < .0055), 3-HPMA (ratio of geometric means, 0.81 [95% CI, 0.75 to 0.88]; P < .0055), and PheT (ratio of geometric means, 0.86 [95% CI, 0.81 to 0.92]; P < .0055). No significant differences were observed between the gradual reduction vs control groups for CO (mean difference, 0.68 [95% CI, -0.31 to 1.67]; P = .18), 3-HPMA (ratio of geometric means, 0.98 [95% CI, 0.91 to 1.06]; P = .64), and PheT (ratio of geometric means, 0.98 [95% CI, 0.92 to 1.04]; P = .52). Conclusions and Relevance Among smokers, immediate reduction of nicotine in cigarettes led to significantly greater decreases in biomarkers of smoke exposure across time compared with gradual reduction or a control group, with no significant differences between gradual reduction and control. Trial Registration clinicaltrials.gov Identifier: NCT02139930.
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Affiliation(s)
| | - Xianghua Luo
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Joni A Jensen
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Mustafa al'Absi
- Behavioral Medicine Laboratories, University of Minnesota Medical School, Duluth
| | - Sharon S Allen
- Family Medicine and Community Health, University of Minnesota Medical School, Minneapolis
| | | | - Menglan Chen
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Paul M Cinciripini
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston
| | - Rachel Denlinger-Apte
- Department of Behavioral and Social Sciences, Brown University, Providence, Rhode Island
| | - David J Drobes
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | | | - Tonya Lane
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Chap T Le
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Scott Leischow
- Health Sciences Research, Mayo Clinic, Scottsdale, Arizona
| | - Kai Luo
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina
| | | | - Viviana Paiano
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Jason D Robinson
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston
| | | | | | | | - Lori G Strayer
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Mei Kuen Tang
- Masonic Cancer Center, University of Minnesota, Minneapolis
| | - Ryan Vandrey
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, Maryland
| | | | - Neal L Benowitz
- Department of Medicine, University of California, San Francisco
| | - Eric C Donny
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, North Carolina
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Pacek LR, McClernon FJ, Bosworth HB. Adherence to Pharmacological Smoking Cessation Interventions: A Literature Review and Synthesis of Correlates and Barriers. Nicotine Tob Res 2018; 20:1163-1172. [PMID: 29059394 PMCID: PMC6121917 DOI: 10.1093/ntr/ntx210] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 09/15/2017] [Indexed: 01/09/2023]
Abstract
Introduction Efficacious pharmacological interventions for smoking cessation are available, but poor adherence to these treatments may limit these interventions overall impact. To improve adherence to smoking cessation interventions, it is first necessary to identify and understand smoker-level characteristics that drive nonadherence (ie, nonconformance with a provider's recommendation of timing, dosage, or frequency of medication-taking during the prescribed length of time). Methods We present a literature review of studies examining correlates of, or self-reported reasons for, nonadherence to smoking cessation pharmacotherapies. Studies were identified through PubMed-using MeSH terms, Embase-using Emtree terms, and ISI Web of Science. Results and Conclusions This literature review included 50 studies that examined nonpreventable (eg, sociodemographics) and preventable (eg, forgetfulness) factors associated with adherence to smoking cessation medication and suggestions for overcoming some of the identified barriers. Systematic study of this topic would be facilitated by consistent reporting of adherence and correlates thereof in the literature, development of consistent definitions of medication adherence across studies, utilization of more objective measures of adherence (eg, blood plasma levels vs. self-report) in addition to reliance on self-reported adherence. Implications This article provides the most comprehensive review to date on correlates of adherence to pharmacological smoking cessation interventions. Challenges and specific gaps in the literature that should be a priority for future research are discussed. Future priorities include additional research, particularly among vulnerable populations of smokers, developing standardized definitions of adherence and methods for measuring adherence, regular assessment of cessation pharmacotherapy adherence in the context of research and clinical practice, and development of novel treatments aimed at preventable barriers to medication adherence.
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Affiliation(s)
- Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - Hayden B Bosworth
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
- Department of Medicine, Division of General Medicine, Duke University School of Medicine, Durham, NC
- Center for Health Services Research in Primary Care, Durham VAMC, Durham, NC
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Engelhard M, Xu H, Carin L, Oliver JA, Hallyburton M, McClernon FJ. Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes Process Model. Proc Mach Learn Res 2018; 85:312-331. [PMID: 30899917 PMCID: PMC6424486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Health risks from cigarette smoking - the leading cause of preventable death in the United States - can be substantially reduced by quitting. Although most smokers are motivated to quit, the majority of quit attempts fail. A number of studies have explored the role of self-reported symptoms, physiologic measurements, and environmental context on smoking risk, but less work has focused on the temporal dynamics of smoking events, including daily patterns and related nicotine effects. In this work, we examine these dynamics and improve risk prediction by modeling smoking as a self-triggering process, in which previous smoking events modify current risk. Specifically, we fit smoking events self-reported by 42 smokers to a time-varying semi-parametric Hawkes process (TV-SPHP) developed for this purpose. Results show that the TV-SPHP achieves superior prediction performance compared to related and existing models, with the incorporation of time-varying predictors having greatest benefit over longer prediction windows. Moreover, the impact function illustrates previously unknown temporal dynamics of smoking, with possible connections to nicotine metabolism to be explored in future work through a randomized study design. By more effectively predicting smoking events and exploring a self-triggering component of smoking risk, this work supports development of novel or improved cessation interventions that aim to reduce death from smoking.
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Affiliation(s)
- Matthew Engelhard
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Hongteng Xu
- Department of Electrical and Computer Engineering, Duke University, InfiniaML, Inc., Durham, NC, USA
| | - Lawrence Carin
- Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA
| | - Jason A Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Matthew Hallyburton
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
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Dermody SS, McClernon FJ, Benowitz N, Luo X, Tidey JW, Smith TT, Vandrey R, Hatsukami D, Donny EC. Effects of reduced nicotine content cigarettes on individual withdrawal symptoms over time and during abstinence. Exp Clin Psychopharmacol 2018; 26:223-232. [PMID: 29504780 PMCID: PMC5986583 DOI: 10.1037/pha0000179] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [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: 12/30/2022]
Abstract
In the United States, the Food and Drug Administration (FDA) has initiated a public dialogue about reducing the nicotine content of cigarettes. A reduced-nicotine standard could increase withdrawal symptoms among current smokers. We examined the impact of switching smokers to cigarettes that varied in nicotine content on withdrawal symptoms over 6 weeks. A secondary analysis (N = 839) of a 10-site, double-blind clinical trial of nontreatment-seeking smokers was completed. Participants were instructed to smoke study cigarettes, containing 0.4 to 15.8 mg of nicotine/g of tobacco, for 6 weeks and were then abstinent overnight. Using latent growth curves, trajectories of individual withdrawal symptoms were compared between the reduced nicotine content (RNC) conditions and a normal nicotine content (NNC) condition. Path analyses compared symptoms after overnight abstinence. Relative to NNC cigarettes, participants smoking RNC cigarettes had increased anger/irritability/frustration and increased appetite/weight gain during the initial weeks, but the symptoms resolved by Week 6. Individuals who were biochemically verified as adherent with using only the 0.4 mg/g cigarettes had higher sadness levels (Cohen's d = .40) at Week 6 compared with the NNC condition, although symptoms were mild. After a post-Week 6 overnight abstinence challenge, some RNC conditions relative to NNC condition exhibited reduced withdrawal. Individuals who were biochemically confirmed as adherent to the lowest nicotine condition experienced only mild and transient symptom elevations. Thus, a reduced-nicotine standard for cigarettes produced a relatively mild and temporary increase in withdrawal among nontreatment-seeking smokers (ClinicalTrials.gov No. NCT01681875). (PsycINFO Database Record
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Affiliation(s)
- Sarah S. Dermody
- Centre for Addiction and Mental Health, Toronto Ontario Canada,School of Psychological Science, Oregon State University,Corresponding author: Sarah Dermody, PhD, Oregon State University, 2950 SW Jefferson Way, Corvallis, OR 97331, 541-737-1358,
| | - F. Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, School of Medicine
| | - Neal Benowitz
- Departments of Medicine and Bioengineering and Therapeutic Sciences, University of California, San Francisco
| | - Xianghua Luo
- Division of Biostatistics, Department of Public Health, University of Minnesota, MN USA,Masonic Cancer Center, University of Minnesota, MN USA
| | - Jennifer W. Tidey
- Centre for Alcohol and Addiction Studies, Brown University, Providence RI
| | | | - Ryan Vandrey
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore
| | - Dorothy Hatsukami
- Masonic Cancer Center, University of Minnesota, MN USA,Departments of Psychiatry, University of Minnesota, MN USA
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Abstract
Perceived risk of smoking is associated with smoking status, interest in quitting, cessation attempts, and quit success. Research is needed to explore risk perceptions of developing smoking-related disease among persons living with HIV (PLWH). Data came from 267 HIV-positive smokers who completed an online survey assessing perceived health risks associated with (a) generic smoking status; (b) generic non-smoking status; (c) their own personal current smoking; and (d) a hypothetical situation in which they were a non-smoker. PLWH perceived greater risk associated with their current smoking versus hypothetical personal non-smoking (p's < 0.001), and greater risks associated with generic smoking status compared with their current smoking (p's < 0.001). Being on HIV medication (β = 0.65, 95% CI = 0.17, 1.12), interest in quitting smoking (β = 0.89, 95% CI = 0.45, 1.32), and having an HIV healthcare provider who has recommended cessation (β = 1.04, 95% CI = 0.42, 1.67) were positively associated with perceived risk of developing smoking-related diseases. Findings have implications for developing targeted interventions to correct misperceptions regarding the health risks of smoking among PLWH, a population at particular risk for smoking and smoking-related morbidity and mortality.
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Affiliation(s)
- Lauren R Pacek
- a Department of Psychiatry and Behavioral Sciences , Duke University School of Medicine , Durham , USA.,b Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences , Johns Hopkins University School of Medicine , Baltimore , USA
| | - F Joseph McClernon
- a Department of Psychiatry and Behavioral Sciences , Duke University School of Medicine , Durham , USA
| | - Olga Rass
- b Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences , Johns Hopkins University School of Medicine , Baltimore , USA
| | - Maggie M Sweizter
- a Department of Psychiatry and Behavioral Sciences , Duke University School of Medicine , Durham , USA
| | - Matthew W Johnson
- b Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences , Johns Hopkins University School of Medicine , Baltimore , USA
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Pacek LR, McClernon FJ. Decline in the perceived risk of cigarette smoking between 2006 and 2015: Findings from a U.S. nationally representative sample. Drug Alcohol Depend 2018; 185:406-410. [PMID: 29496344 PMCID: PMC5889731 DOI: 10.1016/j.drugalcdep.2018.01.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [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: 09/14/2017] [Revised: 01/21/2018] [Accepted: 01/22/2018] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Perceived risk of smoking is associated with smoking status, interest in quitting, quit attempts, and sustained quitting. Tracking and reporting of risk perceptions is integral to inform regulation and education. However, no research describes temporal changes in perceived great risk of smoking in the U.S. using nationally representative data. METHODS Data came from the 2006-2015 National Survey on Drug Use and Health (NSDUH). Time trends were assessed for the population overall, stratified by smoking status and by sociodemographic characteristics. Linear time trends of perceived great risk (versus other risk) were assessed using logistic regression, with survey year as the predictor. RESULTS Perceived great risk of smoking declined significantly among the entire population between 2006 and 2015 (73.89% versus 72.89%). Perceived great risk also decreased among all smoking statuses: daily (51.16% versus 48.19%), non-daily (64.12% versus 58.44%, former (79.57% versus 77.12%), and non-smokers (79.32% versus 77.10%). The prevalence of perceived great risk declined between 2006 and 2015 among both males and females; the rate of decline was more rapid among females (aOR = 0.98, 95% CI = 0.97, 0.98 versus aOR = 0.99, 95% CI = 0.98, 0.99). Older age, African American and Hispanic race/ethnicity, educational attainment, and non-daily, former, and never smoking statuses were positively associated with perceived great risk of smoking. DISCUSSION Perceived risk of smoking has declined over a 10-year period in the U.S. Declines in perceived risk indicate the need for innovative interventions to reinforce the harms associated with smoking. Differential rates of decline among males and females indicate the need for sex-specific interventions.
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Affiliation(s)
- Lauren R Pacek
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705 USA.
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705 USA
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Sweitzer MM, Kollins SH, Kozink RV, Hallyburton M, English J, Addicott MA, Oliver JA, McClernon FJ. ADHD, Smoking Withdrawal, and Inhibitory Control: Results of a Neuroimaging Study with Methylphenidate Challenge. Neuropsychopharmacology 2018; 43:851-858. [PMID: 29052617 PMCID: PMC5809794 DOI: 10.1038/npp.2017.248] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 08/30/2017] [Accepted: 10/09/2017] [Indexed: 02/03/2023]
Abstract
Smoking withdrawal negatively impacts inhibitory control, and these effects are greater for smokers with preexisting attention problems, such as attention deficit/hyperactivity disorder (ADHD). The current study preliminarily evaluated changes in inhibitory control-related behavior and brain activation during smoking withdrawal among smokers with ADHD. Moreover, we investigated the role of catecholamine transmission in these changes by examining the effects of 40 mg methylphenidate (MPH) administration. Adult daily smokers with (n=17) and without (n=20) ADHD completed fMRI scanning under each of three conditions: (a) smoking as usual+placebo; (b) 24 h smoking abstinence+placebo and (c) 24 h smoking abstinence+MPH. Scan order was randomized and counterbalanced. Participants completed a modified Go/No-Go task to assess both sustained and transient inhibitory control. Voxelwise analysis of task-related BOLD signal revealed a significant group-by-abstinence interaction in occipital/parietal cortex during sustained inhibition, with greater abstinence-induced decreases in activation observed among ADHD smokers compared with non-ADHD smokers. Changes in behavioral performance during abstinence were associated with changes in activation in regions of occipital and parietal cortex and bilateral insula during sustained inhibition in both groups. MPH administration improved behavioral performance and increased sustained inhibitory control-related activation for both groups. During transient inhibition, MPH increased prefrontal activation for both groups and increased striatal activation only among ADHD smokers. These preliminary findings suggest that abstinence-induced changes in catecholamine transmission in visual attention areas (eg, occipital and superior parietal cortex) may be associated with inhibitory control deficits and contribute to smoking vulnerability among individuals with ADHD.
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Affiliation(s)
- Maggie M Sweitzer
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, 2608 Erwin Road., Suite 300, Durham, NC 27710, USA, Tel: +1 919 668 0094, Fax: +1 919 681 0016, E-mail:
| | - Scott H Kollins
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Rachel V Kozink
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Matt Hallyburton
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Joseph English
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Merideth A Addicott
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Jason A Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
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King JL, Fearnbach SN, Ramakrishnapillai S, Shankpal P, Geiselman PJ, Martin CK, Murray KB, Hicks JL, McClernon FJ, Apolzan JW, Carmichael OT. Perceptual Characterization of the Macronutrient Picture System (MaPS) for Food Image fMRI. Front Psychol 2018; 9:17. [PMID: 29434559 PMCID: PMC5790788 DOI: 10.3389/fpsyg.2018.00017] [Citation(s) in RCA: 12] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Accepted: 01/08/2018] [Indexed: 01/28/2023] Open
Abstract
Food image fMRI paradigms are used widely for investigating the neural basis of ingestive behavior. However, these paradigms have not been validated in terms of ingestive behavior constructs, engagement of food-relevant neural systems, or test-retest reliability, making the generalizability of study findings unclear. Therefore, we validated the Macronutrient Picture System (MaPS) (McClernon et al., 2013), which includes food images from the six categories represented in the Geiselman Food Preference Questionnaire (FPQ) (Geiselman et al., 1998). Twenty-five healthy young adults (n = 21 female, mean age = 20.6 ± 1.1 years, mean BMI = 22.1 ± 1.9 kg/m2) rated the MaPS images in terms of visual interest, appetitive quality, nutrition, emotional valence, liking, and frequency of consumption, and completed the FPQ. In a second study, 12 individuals (n=8 female, mean age = 25.0 ± 6.5 years, mean BMI = 28.2 ± 8.7 kg/m2) viewed MaPS and control images (vegetables and non-food) during two separate 3T BOLD fMRI scans after fasting overnight. Intuitively, high fat/high sugar (HF/HS) and high fat/high complex carbohydrate (HF/HCCHO) images achieved higher liking and appetitive ratings, and lower nutrition ratings, than low fat/low complex carbohydrate/high protein (LF/LCHO/HP) images on average. Within each food category, FPQ scores correlated strongly with MaPS image liking ratings (p < 0.001). Brain activation differences between viewing images of HF/HS and vegetables, and between HF/HCCHO and vegetables, were seen in several reward-related brain regions (e.g., putamen, insula, and medial frontal gyrus). Intra-individual, inter-scan agreement in a summary measure of brain activation differences in seven reward network regions of interest was high (ICC = 0.61), and was even higher when two distinct sets of food images with matching visual ratings were shown in the two scans (ICC = 0.74). These results suggest that the MaPS provides valid representation of food categories and reliably activates food-reward-relevant neural systems.
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Affiliation(s)
- Jill L King
- Pennington Biomedical Research Center, Baton Rouge, LA, United States.,Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
| | | | | | - Preetham Shankpal
- Department of Electronics and Communication Engineering, MS Ramaiah University of Applied Sciences, Bangalore, India
| | - Paula J Geiselman
- Pennington Biomedical Research Center, Baton Rouge, LA, United States.,Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
| | - Corby K Martin
- Pennington Biomedical Research Center, Baton Rouge, LA, United States
| | - Kori B Murray
- Pennington Biomedical Research Center, Baton Rouge, LA, United States
| | - Jason L Hicks
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, United States
| | - John W Apolzan
- Pennington Biomedical Research Center, Baton Rouge, LA, United States
| | - Owen T Carmichael
- Pennington Biomedical Research Center, Baton Rouge, LA, United States
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