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Davis HA, Patarinski AGG, Hahn SL, Kesselring-Dacey D, Smith GT. A longitudinal test of problematic alcohol use and binge eating among college women: The moderating role of shame. Alcohol 2024; 118:65-73. [PMID: 37952786 PMCID: PMC11150035 DOI: 10.1016/j.alcohol.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/01/2023] [Accepted: 11/09/2023] [Indexed: 11/14/2023]
Abstract
Problematic alcohol use and binge eating frequently co-occur. High levels of negative affect, negative urgency, and/or shame may increase the likelihood that problematic alcohol use and binge eating co-occur over time. OBJECTIVE Examine 1) the temporal relationship between problematic alcohol use and binge eating among college women, who are at high risk for both, and 2) the additive and moderating effects of shared, emotion-based risk factors in models involving both problematic alcohol use and binge eating. METHOD In n = 302 college women assessed at two time points across 8 months, we used hierarchical linear regression to invstigate our objectives. RESULTS Baseline problematic alcohol use and baseline shame independently predicted increases in follow-up binge eating, controlling for baseline binge eating. In addition, the interaction between problematic alcohol use and shame accounted for further variance in subsequent binge eating (the influence of baseline problematic alcohol use on follow-up binge eating was stronger at higher levels of baseline shame). The reciprocal relationship was not significant: baseline binge eating did not predict follow-up problematic alcohol use independently or in conjunction with risk factors. Neither negative affect nor negative urgency showed predictive effects beyond prior behavior and shame. Results support 1) problematic alcohol use as a prospective risk factor for binge eating, 2) shame as an additive predictor of binge eating, and 3) shame as a positive moderator of binge eating prediction from problem drinking. CONCLUSION Addressing shame and problematic alcohol use may be warranted in binge eating interventions for college women.
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Affiliation(s)
- Heather A Davis
- Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States.
| | - Anna Gabrielle G Patarinski
- Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - Samantha L Hahn
- College of Medicine, Central Michigan University, Mount Pleasant, MI, United States
| | - Denise Kesselring-Dacey
- Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - Gregory T Smith
- Department of Psychology, University of Kentucky, Lexington, KY, United States
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2
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Alvarado-Tapias E, Martí-Aguado D, Gómez-Medina C, Ferrero-Gregori A, Szafranska J, Brujats A, Osuna-Gómez R, Guinart-Cuadra A, Alfaro-Cervelló C, Pose E, Ventura-Cots M, Clemente A, Fernández-Carrillo C, Contreras C, Cabezas J, López-Pelayo H, Arab J, Argemi J, Bataller R. Binge drinking at time of bariatric surgery is associated with liver disease, suicides, and increases long-term mortality. Hepatol Commun 2024; 8:e0490. [PMID: 39037383 PMCID: PMC11265783 DOI: 10.1097/hc9.0000000000000490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 04/22/2024] [Indexed: 07/23/2024] Open
Abstract
BACKGROUND AND AIMS Alcohol use disorder has been reported in patients undergoing bariatric procedures, but the pattern of alcohol consumption has not been evaluated. We investigated the prevalence, risk factors, and impact of binge drinking (BD) at the time of surgery and during follow-up. METHODS A prospective, longitudinal study of subjects undergoing bariatric surgery was included in the LABS-2 registry between 2006 and 2009. Participants with AUDIT questionnaire at the time of surgery and a minimum of 12 months follow-up were included. BD was defined as consuming ≥5 drinks on at least 1 occasion in the previous month. Liver biopsies were obtained during bariatric procedures in not all cases. Survival analysis was performed with the adjusted Cox regression model and competing risk. RESULTS A total of 2257 subjects were included, with a median follow-up of 79 months. The prevalence of BD at time of surgery was 12%, and it raised up to 23% during follow-up. Patients with BD predominantly had a binge eating disorder (OR=1.35 [95% CI: 1.04-1.76]), regularly consumed fast food [OR=1.4 (95% CI: 1.07-1.85)] and used other drugs (OR=2.65 [95% CI: 1.74-4.04]). Within liver biopsies evaluation, BD showed higher hepatic iron deposits (OR=3.00 [95% CI: 1.25-7.21]). BD at the time of surgery was associated with a higher risk of BD during follow-up (OR=10.49 [95% CI: 7.86-14.00]) and long-term mortality (HR: 3.21 [95% CI: 1.67-6.18]). Specific causes of death in these patients with BD were liver disease (p=0.020), suicide (p=0.015), neoplasms (p=0.034), and respiratory (p=0.025). CONCLUSIONS The prevalence of BD in patients undergoing bariatric surgery is high and increases the risk of postoperative liver disease, suicides, and long-term mortality.
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Affiliation(s)
- Edilmar Alvarado-Tapias
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Gastroenterology and Hepatology Department, Hospital of Santa Creu and Sant Pau, Autonomus University of Barcelona, Barcelona, Spain
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Madrid, Spain
- Inflammatory Diseases, Institut de Recerca de l’Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain
| | - David Martí-Aguado
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Digestive Disease Department, Clínic University Hospital, Biomedical Research Institute INCLIVA, Valencia, Spain
- CIBER-BBN, Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, Madrid, Spain
| | - Concepción Gómez-Medina
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Digestive Disease Department, Clínic University Hospital, Biomedical Research Institute INCLIVA, Valencia, Spain
| | - Andreu Ferrero-Gregori
- Gastroenterology and Hepatology Department, Hospital of Santa Creu and Sant Pau, Autonomus University of Barcelona, Barcelona, Spain
| | - Justyna Szafranska
- Hospital Santa Creu i Sant Pau, Instituto de Reserca Sant Pau, Universidad Autónoma de Barcelona, Departamento de Anatomía Patológica, Barcelona, Spain
| | - Anna Brujats
- Gastroenterology and Hepatology Department, Hospital of Santa Creu and Sant Pau, Autonomus University of Barcelona, Barcelona, Spain
- Inflammatory Diseases, Institut de Recerca de l’Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain
| | - Rubén Osuna-Gómez
- Inflammatory Diseases, Institut de Recerca de l’Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain
| | - Albert Guinart-Cuadra
- Inflammatory Diseases, Institut de Recerca de l’Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain
| | - Clara Alfaro-Cervelló
- Pathology Department, Clínic University Hospital, Biomedical Research Institute INCLIVA, Faculty of Medicine and Dentistry, University of Valencia, Valencia, Spain
| | - Elisa Pose
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Madrid, Spain
- Liver Unit, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Meritxell Ventura-Cots
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Madrid, Spain
- Liver Unit, Hospital Universitari Vall d’Hebron, Vall d’Hebron Institute of Research, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ana Clemente
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Madrid, Spain
- Department of Gastroenterology and Hepatology, Hospital General Universitario Gregorio Marañón (IISGM), Madrid, Spain
| | - Carlos Fernández-Carrillo
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Madrid, Spain
- Liver Unit, Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain
| | - Cynthia Contreras
- Department Internal medicine, Good Samaritan Hospital, Trihealth, Cincinnati, Ohio, USA
| | - Joaquin Cabezas
- Department Gastroenterology and Hepatology, University Hospital Marques de Valdecilla, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Santander, Spain
| | - Hugo López-Pelayo
- Department Health and Addictions Research Group, IDIBAPS, Addictions Unit, Psychiatry and Psychology Service, ICN, Red de investigación de atención primaria en adicciones (RIAPad), Hospital Clinic Barcelona, Barcelona, Spain
| | - JuanPablo Arab
- Department of Medicine, Division of Gastroenterology, Schulich School of Medicine, Western University & London Health Sciences Centre, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine, Western University, London, Ontario, Canada
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Josepmaria Argemi
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Madrid, Spain
- Departamento de hepatología, Clínica Universidad de Navarra, Universidad de Navarra, Unidad hepática, Pamplona, Spain
| | - Ramon Bataller
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Liver Unit, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
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3
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Ehlers CL, Li L, Peng Q, Gilder DA, Batts KR, Karriker-Jaffe KJ. Alcohol consumption questionnaire: Scale development in a sample of Mexican American young adults and association with ADH7. Alcohol 2024; 120:119-131. [PMID: 38467168 DOI: 10.1016/j.alcohol.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 02/22/2024] [Accepted: 03/08/2024] [Indexed: 03/13/2024]
Abstract
BACKGROUND To understand why some individuals who develop alcohol use disorders (AUD) first begin to drink heavily, a number of scales have been developed that index aspects of alcohol craving and restraint from drinking. We developed a new measure called the Alcohol Consumption Questionnaire (ACQ), based in part on items modified from scales used to index binge eating, because there are data to suggest that binge eating and binge drinking may share common antecedents. We present an initial validity study using data from a sample of Mexican Americans. METHODS Data were from 699 Mexican American young adults in San Diego County, CA. A subsample (n = 60) had short-term test-retest data. Factor analysis and reliability assessment guided item reduction. Item response theory (IRT) analyses quantified item severity and identified questions with differential item functioning (DIF). Logistic regression assessed associations of mean scale scores with AUD, adjusting for key demographics, alcohol expectancies and subjective response to alcohol. We also examined associations with a protective genetic variant downstream from the alcohol dehydrogenase 7 (ADH7) gene. RESULTS The scale was reduced from 20 to 14 questions, which can be summarized by a single overall score (Cronbach's alpha = 0.896) or by two sub-scores (Consumption: 12 items, Cronbach's alpha = 0.896; Enjoyment: 2 items, Cronbach's alpha = 0.780). Test-retest reliability was very high (0.80-0.98) in this sample. The overall ACQ score and each subdomain score were strongly associated with AUD (ORs = 5.95 mild; 11.41 moderate; 48.56 severe) and family history of AUD. Respondents with the protective genetic variant had significantly lower overall ACQ scores (p < 0.001). CONCLUSION The ACQ is a novel measure of alcohol consumption with strong relationships with both the AUD phenotype and ADH7 gene variants in a sample of Mexican American young adults.
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Affiliation(s)
| | - Libo Li
- Alcohol Research Group, Public Health Institute, United States
| | - Qian Peng
- Scripps Research Institute, United States
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4
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Van Malderen E, Goossens L, Claes L, Wilderjans TF, Kemps E, Verbeken S. Self-regulation profiles in addictive behaviors among adolescents: A transdiagnostic approach. Appetite 2024; 192:107128. [PMID: 37984600 DOI: 10.1016/j.appet.2023.107128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 11/13/2023] [Accepted: 11/14/2023] [Indexed: 11/22/2023]
Abstract
Dual-pathway models suggest that poor self-regulation (immature regulatory combined with strong reactive processes) is an important factor underlying addictive behaviors among adolescents. This study examined whether there are different self-regulation profiles among community adolescents, and how these profiles are related to the presence, severity and comorbidity of different addictive behaviors. A community sample of 341 adolescents (54.5% female; 13-17 years) was recruited. Participants self-reported on regulatory (inhibitory control) and reactive (reward and punishment sensitivity) processes, as well as on different addictive behaviors (binge eating, tobacco-, cannabis- and alcohol use, gaming, gambling and pathological buying). A model-based clustering analysis found evidence for three meaningful profiles: 'impulsive/under-controlled', 'anxious' and 'protective'. The 'impulsive/under-controlled' profile was characterized by the highest prevalence and severity of cannabis use and the most severe alcohol use. The 'impulsive/under-controlled' and 'protective' profiles demonstrated the highest prevalence and severity of tobacco use, whereas the 'impulsive/under-controlled' and 'anxious' profiles showed the highest binge eating scores. Adolescents who reported more than three types of addictive behaviors generally belonged to the 'impulsive/under-controlled' profile. The profiles did not differ for gaming, gambling and pathological buying. The 'impulsive/under-controlled' profile emerged as the most vulnerable profile in the context of addictive behaviors (especially for binge eating and substance use).
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Affiliation(s)
- Eva Van Malderen
- Ghent University, Department of Developmental, Personality and Social Psychology, Henri Dunantlaan 2, 9000, Ghent, Belgium.
| | - Lien Goossens
- Ghent University, Department of Developmental, Personality and Social Psychology, Henri Dunantlaan 2, 9000, Ghent, Belgium
| | - Laurence Claes
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium; Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Tom F Wilderjans
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium; Faculty of Social and Behavioral Sciences, Leiden University, Leiden, the Netherlands; Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands; Institute for Brain and Cognition, Leids Universitair Medisch Centrum, the Netherlands
| | - Eva Kemps
- School of Psychology, Flinders University, GPO Box 2100, Adelaide, SA, 5001, Australia
| | - Sandra Verbeken
- Ghent University, Department of Developmental, Personality and Social Psychology, Henri Dunantlaan 2, 9000, Ghent, Belgium
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5
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Rane RP, Musial MPM, Beck A, Rapp M, Schlagenhauf F, Banaschewski T, Bokde ALW, Paillère Martinot ML, Artiges E, Nees F, Lemaitre H, Hohmann S, Schumann G, Walter H, Heinz A, Ritter K. Uncontrolled eating and sensation-seeking partially explain the prediction of future binge drinking from adolescent brain structure. Neuroimage Clin 2023; 40:103520. [PMID: 37837892 PMCID: PMC10585345 DOI: 10.1016/j.nicl.2023.103520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 09/22/2023] [Accepted: 09/27/2023] [Indexed: 10/16/2023]
Abstract
Binge drinking behavior in early adulthood can be predicted from brain structure during early adolescence with an accuracy of above 70%. We investigated whether this accurate prospective prediction of alcohol misuse behavior can be explained by psychometric variables such as personality traits or mental health comorbidities in a data-driven approach. We analyzed a subset of adolescents who did not have any prior binge drinking experience at age 14 (IMAGEN dataset, n = 555, 52.61% female). Participants underwent structural magnetic resonance imaging at age 14, binge drinking assessments at ages 14 and 22, and psychometric questionnaire assessments at ages 14 and 22. We derived structural brain features from T1-weighted magnetic resonance and diffusion tensor imaging. Using Machine Learning (ML), we predicted binge drinking (age 22) from brain structure (age 14) and used counterbalancing with oversampling to systematically control for 110 + variables from a wide range of social, personality, and other psychometric characteristics potentially associated with binge drinking. We evaluated if controlling for any variable resulted in a significant reduction in ML prediction accuracy. Sensation-seeking (-13.98 ± 1.68%), assessed via the Substance Use Risk Profile Scale at age 14, and uncontrolled eating (-13.98 ± 3.28%), assessed via the Three-Factor-Eating-Questionnaire at age 22, led to significant reductions in mean balanced prediction accuracy upon controlling for them. Thus, sensation-seeking and binge eating could partially explain the prediction of future binge drinking from adolescent brain structure. Our findings suggest that binge drinking and binge eating at age 22 share common neurobiological precursors discovered by the ML model. These neurobiological precursors seem to be associated with sensation-seeking at age 14. Our results facilitate early detection of increased risk for binge drinking and inform future clinical research in trans-diagnostic prevention approaches for adolescent alcohol misuse.
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Affiliation(s)
- Roshan Prakash Rane
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Einstein Center for Neurosciences Berlin, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences | CCM, Charitéplatz 1, 10117 Berlin, Germany; Humboldt-Universität zu Berlin, Faculty of Life Sciences, Department of Psychology, Unter den Linden 6, 10099 Berlin, Germany.
| | - Milena Philomena Maria Musial
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Einstein Center for Neurosciences Berlin, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences | CCM, Charitéplatz 1, 10117 Berlin, Germany; Humboldt-Universität zu Berlin, Faculty of Life Sciences, Department of Psychology, Unter den Linden 6, 10099 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Bernstein Center for Computational Neuroscience, Charitéplatz 1, 10117 Berlin, Germany.
| | - Anne Beck
- Health and Medical University, Campus Potsdam, Faculty of Health, Olympischer Weg 1, 14471 Potsdam, Germany
| | - Michael Rapp
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
| | - Florian Schlagenhauf
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Einstein Center for Neurosciences Berlin, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences | CCM, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Bernstein Center for Computational Neuroscience, Charitéplatz 1, 10117 Berlin, Germany
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany
| | - Arun L W Bokde
- Discipline of Psychiatry, School of Medicine and Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
| | - Marie-Laure Paillère Martinot
- Institut National de la Santé et de la Recherche Médicale, INSERM U 1299 "Trajectoires développementales & psychiatrie", University Paris-Saclay, CNRS; Ecole Normale Supérieure Paris-Saclay, Centre Borelli; Gif-sur-Yvette; and AP-HP. Sorbonne University, Department of Child and Adolescent Psychiatry, Pitié-Salpêtrière Hospital, Paris, France
| | - Eric Artiges
- Institut National de la Santé et de la Recherche Médicale, INSERM U 1299 "Trajectoires développementales & psychiatrie", University Paris-Saclay, CNRS; Ecole Normale Supérieure Paris-Saclay, Centre Borelli; Gif-sur-Yvette; and Psychiatry Department, EPS Barthélémy Durand, Etampes, France
| | - Frauke Nees
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany; Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, Mannheim, Germany; Institute of Medical Psychology and Medical Sociology, University Medical Center Schleswig Holstein, Kiel University, Kiel, Germany
| | - Herve Lemaitre
- NeuroSpin, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, France; Institut des Maladies Neurodégénératives, UMR 5293, CNRS, CEA, Université de Bordeaux, 33076 Bordeaux, France
| | - Sarah Hohmann
- Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gunter Schumann
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neuroscience, Centre for Population Neuroscience and Stratified Medicine (PONS), Charitéplatz 1, 10117 Berlin, Germany; Centre for Population Neuroscience and Precision Medicine (PONS), Institute for Science and Technology of Brain-inspired Intelligence (ISTBI), Fudan University, Shanghai, China
| | - Henrik Walter
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Einstein Center for Neurosciences Berlin, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences | CCM, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Bernstein Center for Computational Neuroscience, Charitéplatz 1, 10117 Berlin, Germany
| | - Andreas Heinz
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Einstein Center for Neurosciences Berlin, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences | CCM, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Bernstein Center for Computational Neuroscience, Charitéplatz 1, 10117 Berlin, Germany
| | - Kerstin Ritter
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Einstein Center for Neurosciences Berlin, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences | CCM, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Bernstein Center for Computational Neuroscience, Charitéplatz 1, 10117 Berlin, Germany
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6
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Fischer S, Wonderlich J, Miller LA, Breithaupt L, Frietchen R, Cao L, Nelson JD, Izquierdo A. The association of alcohol use and positive and negative urgency to same day objective binge eating in emerging adults. Front Psychol 2023; 14:1152691. [PMID: 37680241 PMCID: PMC10480840 DOI: 10.3389/fpsyg.2023.1152691] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 05/30/2023] [Indexed: 09/09/2023] Open
Abstract
Introduction Objective binge eating and problematic alcohol use often co-occur and are common behaviors in emerging adults. Both behaviors are thought to be driven by affect regulation processes. Objective binge eating often occurs in the context of increasing or acute negative affect, and often occurs in solitude. Alcohol use in emerging adults can also be associated with negative affect regulation. However, in contrast to objective binge eating, a large body of research indicates that there are positively valenced pathways to alcohol use in this age group. Emerging adults often drink socially, to enhance enjoyment, and in the context of positive mood. We propose that one pathway to objective binge eating in this developmental period is through alcohol use itself, such that emerging adults who consume alcohol and who are more likely to act impulsively in the context of positive emotion (i.e., have high levels of positive urgency) may be more likely to binge eat following drinking. Methods We collected data using ecological momentary assessment in 106 undergraduates on positive and negative affect, motives for drinking and eating, and alcohol use and objective binge eating, in addition to baseline questionnaires of impulsivity. Results There were no significant changes in affect prior to drinking in this sample. Alcohol use at one time point significantly increased odds of objective binge eating at a later time point in the same day. Individual differences in positive urgency, the tendency to act rashly while experiencing positive affect, were also associated with increased odds of objective binge eating that occurred after alcohol use. Individual differences in negative urgency, the tendency to act rashly after experiencing negative affect, did not have a main effect on objective binge episodes, but did interact with alcohol use to increase the odds of objective binge eating following drinking. The vast majority of drinking episodes prior to objective binge eating were social drinking episodes, and participants most commonly endorsed "to have fun" as a reason for drinking. Discussion Results suggest that alcohol consumption may increase risk for objective binge eating in emerging adults.
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Affiliation(s)
- Sarah Fischer
- Department of Psychology, George Mason University, Fairfax, VA, United States
| | - Joseph Wonderlich
- Eating Disorders and Weight Management Center, Sanford Health, Fargo, ND, United States
| | - Leo A. Miller
- Department of Psychology, George Mason University, Fairfax, VA, United States
| | - Lauren Breithaupt
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
| | - Rachel Frietchen
- Butler Hospital, Brown University, Providence, RI, United States
| | - Li Cao
- Eating Disorders and Weight Management Center, Sanford Health, Fargo, ND, United States
| | - Jillian D. Nelson
- Department of Psychology, George Mason University, Fairfax, VA, United States
| | - Alyssa Izquierdo
- Department of Psychology, George Mason University, Fairfax, VA, United States
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7
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Friedman J, Yoon C, Emery Tavernier R, Mason S, Neumark-Sztainer D. Associations of childhood maltreatment with binge eating and binge drinking in emerging adult women. Prev Med Rep 2023; 33:102217. [PMID: 37223561 PMCID: PMC10201826 DOI: 10.1016/j.pmedr.2023.102217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 03/26/2023] [Accepted: 04/19/2023] [Indexed: 05/25/2023] Open
Abstract
Background Binge drinking and binge eating are prevalent, frequently co-occurring, high-risk behaviors among emerging adult women, each with physical and psychological consequences. The mechanisms driving their co-occurrence are not well understood, though a history of adverse childhood experiences (ACEs) may increase the risk for both binge behaviors. Objective To assess the association between ACE subtypes and individual and co-occurring binge drinking and eating in emerging adult women. Participants and Setting A diverse sample of women participating in the population-based study EAT 2018: Eating and Activity over Time (N = 788; aged 18-30; 19% Asian, 22% Black, 19% Latino, and 36% White). Methods Multinomial logistic regression estimated associations among ACE subtypes (i.e., sexual abuse, physical abuse, emotional abuse, household dysfunction), and binge drinking, binge eating, and their co-occurrence. Results are reported as predicted probabilities (PP) of each outcome. Results Over half of the sample (62%) reported at least one ACE. In models mutually adjusted for other ACEs, physical and emotional abuse showed the strongest associations with binge behaviors. Experiences of physical abuse had the strongest association with a ten-percentage point higher predicted probability of binge drinking (PP = 37%, 95% [CI 27-47%]) and seven-percentage point higher PP of co-occurring binge eating and drinking (PP = 12%, 95% CI [5-19%]). Emotional abuse had the strongest association with an 11-percentage point higher PP binge eating only (PP = 20%, 95% CI [11-29%]). Conclusions This study found childhood physical and emotional abuse to be particularly relevant risk factors for binge drinking, binge eating, and their co-occurrence among emerging adult women.
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Affiliation(s)
- J.K. Friedman
- Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, MN, USA
- Minneapolis Veterans Administration Heath Care System, Center for Care Delivery and Outcomes Research, Minneapolis, MN, USA
| | - C.Y. Yoon
- Health and Human Performance, University of Houston, Houston, TX, USA
| | - R.L. Emery Tavernier
- Family Medicine and Biobehavioral Health, University of Minnesota Medical School, Duluth, MN, USA
| | - S.M. Mason
- Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, MN, USA
| | - D. Neumark-Sztainer
- Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, MN, USA
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8
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Calderón-Asenjo RE, Jalk-Muñoz MC, Calizaya-Milla YE, Calizaya-Milla SE, Ramos-Vera C, Saintila J. Association Between Emotional Eating, Sociodemographic Characteristics, Physical Activity, Sleep Duration, and Mental and Physical Health in Young Adults. J Multidiscip Healthc 2022; 15:2845-2859. [PMID: 36536663 PMCID: PMC9759015 DOI: 10.2147/jmdh.s391752] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/17/2022] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Emotional eating (EmE) is one of the most common eating behaviors maladaptive among young adults, however, in the Peruvian context, it remains unexplored. OBJECTIVE The aim of the study was to determine the association between negative EmE, sociodemographic characteristics, physical activity, sleep duration, and mental and physical health in young adults. METHODS A cross-sectional study was conducted in 400 young Peruvian adults living in three regions of Peru (coast, jungle, and highlands). An online survey was used to collect information on sociodemographic characteristics, physical activity, sleep duration, depressive symptoms, anxiety, hypertension, and negative EmE. In addition, self-reported anthropometric data were collected to calculate body mass index (BMI). RESULTS Approximately 55.8% of women presented negative EmE. Logistic regression analysis revealed that participants aged 30-39 years were less likely to have negative EmE in both female and male gender, OR; 0.24, 95% CI; 0.08-0.66, p<0.01 and OR; 0.40, 95% CI; 0.16-0.97, p<0.05, respectively. Perform physical activity 3 to 4 times 5.22 (95% CI: 1.31-20.78), 1 to 2 times a week 5.77 (95% CI: 1.91-17.44), and never 15.18 (95% CI: 3.90-59.00) were associated with negative EmE. Moreover, sleeping less than 7 hours per day (OR; 2.26, 95% CI; 1.04-4.90), depressive symptoms (OR = 6.29, 95% CI: 1.27-31.19), anxiety (OR = 14.13, 95% CI: 2.46-80. 97, p<0.01), hypertension (OR = 7.58, 95% CI: 1.24-46.17), and BMI ≥25 (overweight/obese) (OR = 1.51, 95% CI: 1.66-3.41) were associated with negative EmE. CONCLUSION The findings show that there is an association between negative EmE, sociodemographic characteristics, physical activity, sleep duration, and mental and physical health in young adults.
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Affiliation(s)
| | | | - Yaquelin E Calizaya-Milla
- School of Human Nutrition, Peruvian Union University, Lima, Peru
- Research Group for Nutrition and Lifestyle, Peruvian Union University, Lima, Peru
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9
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James MH, Aston-Jones G. Orexin Reserve: A Mechanistic Framework for the Role of Orexins (Hypocretins) in Addiction. Biol Psychiatry 2022; 92:836-844. [PMID: 36328706 PMCID: PMC10184826 DOI: 10.1016/j.biopsych.2022.06.027] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 06/07/2022] [Accepted: 06/23/2022] [Indexed: 11/22/2022]
Abstract
In 2014, we proposed that orexin signaling transformed motivationally relevant states into adaptive behavior directed toward exploiting an opportunity or managing a threat, a process we referred to as motivational activation. Advancements in animal models since then have permitted higher-resolution measurements of motivational states; in particular, the behavioral economics approach for studying drug demand characterizes conditions that lead to the enhanced motivation that underlies addiction. This motivational plasticity is paralleled by persistently increased orexin expression in a topographically specific manner-a finding confirmed across species, including in humans. Normalization of orexin levels also reduces drug motivation in addiction models. These new advancements lead us to update our proposed framework for the orexin function. We now propose that the capacity of orexin neurons to exhibit dynamic shifts in peptide production contributes to their role in adaptive motivational regulation and that this is achieved via a pool of reserve orexin neurons. This reserve is normally bidirectionally recruited to permit motivational plasticity that promotes flexible, adaptive behavior. In pathological states such as addiction, however, we propose that the orexin system loses capacity to adaptively adjust peptide production, resulting in focused hypermotivation for drug, driven by aberrantly and persistently high expression in the orexin reserve pool. This mechanistic framework has implications for the understanding and treatment of several psychiatric disorders beyond addiction, particularly those characterized by motivational dysfunction.
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Affiliation(s)
- Morgan H James
- Brain Health Institute, Rutgers University and Rutgers Biomedical and Health Sciences, Piscataway, New Jersey; Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University and Rutgers Biomedical and Health Sciences, Piscataway, New Jersey.
| | - Gary Aston-Jones
- Brain Health Institute, Rutgers University and Rutgers Biomedical and Health Sciences, Piscataway, New Jersey; Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University and Rutgers Biomedical and Health Sciences, Piscataway, New Jersey.
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10
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van Baal ST, Moskovsky N, Hohwy J, Verdejo-García A. State impulsivity amplifies urges without diminishing self-control. Addict Behav 2022; 133:107381. [PMID: 35659692 DOI: 10.1016/j.addbeh.2022.107381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 05/19/2022] [Accepted: 05/26/2022] [Indexed: 11/01/2022]
Abstract
A disproportionate amount of research on impulsivity has focused on trait-related aspects rather than state fluctuations. As a result, the relationship between state impulsivity and moment-to-moment behaviour is unclear. Impulsivity is assumed to negatively affect self-control, but an alternative explanation, yet to be tested, could be that changes in state impulsivity and its homeostatic drivers influence the intensity of urges. We tested whether state impulsivity and hunger affected behaviour through a dual-process model, affecting both the experience of various urges, and self-control, using a smartphone-based experience sampling approach. We found that state impulsivity is associated with stronger urges, but we found no evidence of an association with diminished self-control. Being hungry amplifies urges across different types of urges, and both hunger and late hours are negatively related to the likelihood of controlling urges. These findings imply that the influence of hunger is not limited to the food domain, and provide new insight into the role of state impulsivity in daily life.
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11
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Pita Ruiz AM, De Assumpçã D, Contrera-Avila J, Carvalho Malta D, Stolses Bergamo Francisco PM. Ocorrência simultânea de uso abusivo de álcool e alimentação não saudável em adultos. Rev Salud Publica (Bogota) 2022. [DOI: 10.15446/rsap.v24n3.100142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Objetivo Estimar a prevalência da coocorrência do uso abusivo de álcool e alimentação não saudável em adultos brasileiros e verificar sua relação com o consumo alimentar, segundo o sexo.
Métodos Estudo com dados do inquérito telefônico Vigitel, 2016. Considerou-se uso abusivo de álcool: ingestão ≥5 doses/homens e ≥4/mulheres em uma única ocasião, pelo menos uma vez no último mês. Alimentação não saudável foi caracterizada a partir de um indicador composto por oito alimentos. Foram usados os testes Qui-quadrado de Pearson e Wald, com nível de significância de 5%, e razões de chances ajustadas com regressão logística.
Resultados A coocorrência dos fatores de risco (24,7% vs. 10,0%) foi superior nos homens, nos indivíduos com melhor escolaridade, sem cônjuge, com plano de saúde, nas mulheres que se declararam pretas, e foi menor nos adultos (40-59 anos) e idosos. A coocorrência associou-se com menores chances de consumo de hortaliças cruas e cozidas, frutas, suco, leite e frango (≥5 dias/semana), e com maiores chances de consumo de carne vermelha, refrigerante (≥3 dias/semana) e carnes com excesso de gordura.
Conclusão Os resultados mostram os prejuízos da coocorrência do uso excessivo de álcool e alimentação inadequada sobre os padrões alimentares da população adulta.
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Affiliation(s)
- Maèva Flayelle
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland,Corresponding author
| | - Séverine Lannoy
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, USA
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13
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Blanco-Gandia MC, Montagud-Romero S, Rodríguez-Arias M. Binge eating and psychostimulant addiction. World J Psychiatry 2021; 11:517-529. [PMID: 34631457 PMCID: PMC8475000 DOI: 10.5498/wjp.v11.i9.517] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 05/13/2021] [Accepted: 07/27/2021] [Indexed: 02/06/2023] Open
Abstract
Many of the various factors, characteristics, and variables involved in the addictive process can determine an individual’s vulnerability to develop drug addiction. Hedonic eating, based on pleasure rather than energy needs, modulates the same reward circuits, as do drugs of abuse. According to the last report of the World Health Organization, the worldwide obesity rate has more than doubled since 1980, reaching especially critical levels in children and young people, who are overexposed to high-fat, high-sugar, energy-dense foods. Over the past few decades, there has been an increase in the number of studies focused on how eating disorders can lead to the development of drug addiction and on the comorbidity that exists between the two disorders. Herein, we review the most recent research on the subject, focusing especially on animal models of binge eating disorders and drug addiction. The complex profile of patients with substance use and binge eating disorders requires an integrated response to dually diagnosed patients. Nutritional patterns should be considered an important variable in the treatment of substance use disorders, and future studies need to focus on specific treatments and interventions in individuals who show a special vulnerability to shift from one addiction to the other.
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Affiliation(s)
| | | | - Marta Rodríguez-Arias
- Department of Psychobiology, Facultad de Psicología, Universitat de Valencia, Valencia 46010, Spain
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Pairing Binge Drinking and a High-Fat Diet in Adolescence Modulates the Inflammatory Effects of Subsequent Alcohol Consumption in Mice. Int J Mol Sci 2021; 22:ijms22105279. [PMID: 34067897 PMCID: PMC8157004 DOI: 10.3390/ijms22105279] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 05/08/2021] [Accepted: 05/15/2021] [Indexed: 12/12/2022] Open
Abstract
Alcohol binge drinking (BD) and poor nutritional habits are two frequent behaviors among many adolescents that alter gut microbiota in a pro-inflammatory direction. Dysbiotic changes in the gut microbiome are observed after alcohol and high-fat diet (HFD) consumption, even before obesity onset. In this study, we investigate the neuroinflammatory response of adolescent BD when combined with a continuous or intermittent HFD and its effects on adult ethanol consumption by using a self-administration (SA) paradigm in mice. The inflammatory biomarkers IL-6 and CX3CL1 were measured in the striatum 24 h after BD, 3 weeks later and after the ethanol (EtOH) SA. Adolescent BD increased alcohol consumption in the oral SA and caused a greater motivation to seek the substance. Likewise, mice with intermittent access to HFD exhibited higher EtOH consumption, while the opposite effect was found in mice with continuous HFD access. Biochemical analyses showed that after BD and three weeks later, striatal levels of IL-6 and CX3CL1 were increased. In addition, in saline-treated mice, CX3CL1 was increased after continuous access to HFD. After oral SA procedure, striatal IL-6 was increased only in animals exposed to BD and HFD. In addition, striatal CX3CL1 levels were increased in all BD- and HFD-exposed groups. Overall, our findings show that adolescent BD and intermittent HFD increase adult alcohol intake and point to neuroinflammation as an important mechanism modulating this interaction.
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Escrivá-Martínez T, Galiana L, Herrero R, Rodríguez-Arias M, Baños RM. Understanding the Influence of Eating Patterns on Binge Drinking: A Mediation Model. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E9451. [PMID: 33348581 PMCID: PMC7766311 DOI: 10.3390/ijerph17249451] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 12/05/2020] [Accepted: 12/14/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Binge drinking is an important health problem, and it has been related to binge eating and fat intake in animal models, but this relationship has not been tested in humans. The first objective of this study was to analyze whether binge eating and fat intake are related to binge drinking in a youth sample. The second objective was to analyze whether binge eating and fat intake mediate the relationship between individual factors associated with binge eating and fat intake (sex, body mass index (BMI), drive for thinness, body dissatisfaction, eating styles, impulsivity, and food addiction) and binge drinking. METHODS A sample of 428 undergraduate students filled out several questionnaires on binge drinking, binge eating, fat intake, drive for thinness, body dissatisfaction, eating styles, food addiction, and impulsivity. RESULTS Results showed an excellent model fit: χ2(25) = 30.342 (p = 0.212), comparative fit index (CFI) = 0.992, root mean squared error of approximation (RMSEA) = 0.022 [90% CI = 0.000, 0.047]. Binge eating and fat intake were positively related to binge drinking. Furthermore, emotional eating, external eating, and food addiction showed positive and statistically significant indirect relationships with binge drinking, whereas the relationship with restrained eating was negative. CONCLUSIONS These findings point to the need to use a broader approach in understanding and preventing binge drinking in the youth population by showing the influence of the eating pattern on this problem. This information could be helpful in preventing future behaviors and improving interventions that address health risk behaviors.
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Affiliation(s)
- Tamara Escrivá-Martínez
- Department of Personality, Evaluation and Psychological Treatment, Faculty of Psychology, University of Valencia, 46010 Valencia, Spain;
- Polibienestar Research Institute, University of Valencia, 46022 Valencia, Spain;
| | - Laura Galiana
- Department of Methodology for the Behavioral Sciences, Faculty of Psychology, University of Valencia, 46010 Valencia, Spain;
| | - Rocío Herrero
- Polibienestar Research Institute, University of Valencia, 46022 Valencia, Spain;
- CIBERObn Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Marta Rodríguez-Arias
- Department of Psychobiology, Faculty of Psychology, University of Valencia, 46010 Valencia, Spain;
| | - Rosa Mª Baños
- Department of Personality, Evaluation and Psychological Treatment, Faculty of Psychology, University of Valencia, 46010 Valencia, Spain;
- Polibienestar Research Institute, University of Valencia, 46022 Valencia, Spain;
- CIBERObn Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, 28029 Madrid, Spain
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16
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Blanco-Gandía MC, Rodríguez-Arias M. Effects of Palatable Diets on Cognition and Vulnerability to Addiction. Curr Pharm Des 2020; 26:2307-2308. [DOI: 10.2174/138161282620200520082619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Maria Carmen Blanco-Gandía
- Department of Psychology and Sociology, Faculty of Social Sciences and Humanities, University of Zaragoza, Zaragoza, Spain
| | - Marta Rodríguez-Arias
- Department of Psychobiology, Faculty of Psychology, University of Valencia, Valencia, Spain
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