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Rabinowitz JA, Thomas N, Strickland JC, Meredith JJ, Hung I, Cupertino RB, Felton JW, Gelino B, Stone B, Maher BS, Dick D, Yi R, Flores‐Ocampo V, García‐Marín LM, Rentería ME, Palmer AA, Sanchez‐Roige S. Genetic Propensity for Delay Discounting and Educational Attainment in Adults Are Associated With Delay Discounting in Preadolescents: Findings From the Adolescent Brain Cognitive Development Study. GENES, BRAIN, AND BEHAVIOR 2025; 24:e70020. [PMID: 40147852 PMCID: PMC11949538 DOI: 10.1111/gbb.70020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 02/13/2025] [Accepted: 03/04/2025] [Indexed: 03/29/2025]
Abstract
Higher delay discounting (DD) (i.e., propensity to devalue larger, delayed rewards over immediate, smaller rewards) is a transdiagnostic marker underpinning multiple health behaviors. Although genetic influences account for some of the variability in DD among adults, less is known about the genetic contributors to DD among preadolescents. We examined whether polygenic scores (PGS) for DD, educational attainment, and behavioral traits (i.e., impulsivity, inhibition, and externalizing behavior) were associated with phenotypic DD among preadolescents. Participants included youth (N = 8982, 53% male) from the Adolescent Brain Cognitive Development Study who completed an Adjusting Delay Discounting Task at the 1-year follow-up and had valid genetic data. PGS for DD, educational attainment, impulsivity, inhibition, and externalizing behaviors were created based on the largest GWAS available. Separate linear mixed effects models were conducted in individuals most genetically similar to European (EUR; n = 4972), African (AFR; n = 1769), and Admixed American (AMR; n = 2241) reference panels. After adjusting for age, sex, income, and the top ten genetic ancestry principal components, greater PGS for DD and lower educational attainment (but not impulsivity, inhibition, or externalizing) were associated with higher rates of DD (i.e., preference for sooner, smaller rewards) in participants most genetically similar to EUR reference panels. Findings provide insight into the influence of genetic propensity for DD and educational attainment on the discounting tendencies of preadolescents, particularly those most genetically similar to European reference samples, thereby advancing our understanding of the etiology of choice behaviors in this population.
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Affiliation(s)
- Jill A. Rabinowitz
- Department of PsychiatryRobert Wood Johnson Medical School, Rutgers UniversityPiscatawayNew JerseyUSA
| | - Nathaniel Thomas
- Department of PsychiatryRobert Wood Johnson Medical School, Rutgers UniversityPiscatawayNew JerseyUSA
| | - Justin C. Strickland
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - John J. Meredith
- Department of PsychiatryUniversity of California San DiegoLa JollaCaliforniaUSA
| | - I‐Tzu Hung
- Department of PsychiatryRobert Wood Johnson Medical School, Rutgers UniversityPiscatawayNew JerseyUSA
| | | | - Julia W. Felton
- Center for Health Policy & Health Services ResearchHenry Ford HealthDetroitMichiganUSA
| | - Brett Gelino
- Department of PsychiatryRobert Wood Johnson Medical School, Rutgers UniversityPiscatawayNew JerseyUSA
| | - Bryant Stone
- Department of Mental HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Brion S. Maher
- Department of Mental HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Danielle Dick
- Department of PsychiatryRobert Wood Johnson Medical School, Rutgers UniversityPiscatawayNew JerseyUSA
| | - Richard Yi
- Department of PsychologyUniversity of KentuckyLawrenceKansasUSA
| | - Victor Flores‐Ocampo
- Brain and Mental Health ProgramQIMR Berghofer Medical Research InstituteBrisbaneAustralia
- School of Biomedical Sciences, Faculty of Health, Medicine and Behavioural SciencesThe University of QueenslandBrisbaneAustralia
| | - Luis M. García‐Marín
- Brain and Mental Health ProgramQIMR Berghofer Medical Research InstituteBrisbaneAustralia
- School of Biomedical Sciences, Faculty of Health, Medicine and Behavioural SciencesThe University of QueenslandBrisbaneAustralia
| | - Miguel E. Rentería
- Brain and Mental Health ProgramQIMR Berghofer Medical Research InstituteBrisbaneAustralia
- School of Biomedical Sciences, Faculty of Health, Medicine and Behavioural SciencesThe University of QueenslandBrisbaneAustralia
| | - Abraham A. Palmer
- Department of PsychiatryUniversity of California San DiegoLa JollaCaliforniaUSA
- Institute for Genomics Medicine, University of California san DiegoLa JollaCaliforniaUSA
| | - Sandra Sanchez‐Roige
- Department of PsychiatryUniversity of California San DiegoLa JollaCaliforniaUSA
- Department of MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
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Wüllhorst V, Lützkendorf J, Endrass T. Validation of the German long and short versions of the UPPS-P Impulsive Behavior Scale. J Clin Psychol 2024; 80:2099-2116. [PMID: 38822708 DOI: 10.1002/jclp.23724] [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: 06/20/2022] [Revised: 05/13/2024] [Accepted: 05/22/2024] [Indexed: 06/03/2024]
Abstract
OBJECTIVE The UPPS-P Impulsive Behavior Scale is a widely used self-report measure of impulsivity, but there is currently no validated German version that includes the Positive Urgency scale. METHODS We combined existing German translations of UPPS scales and included the Positive Urgency dimension to validate the UPPS-P in a sample of 399 participants. In addition, we developed a revised short version of the UPPS-P (SUPPS-P) with 20 items and conducted a confirmatory factor analysis (CFA) to verify the structure in an independent validation sample with 349 participants. To determine evidence of convergent and discriminant validity, we used measures of impulsivity, depression, anxiety, stress, problematic alcohol and substance use. RESULTS CFA of the five factorial structure of the UPPS-P demonstrated acceptable fits and evidence of validity and reliability for the subscales. Psychometric characteristics of the SUPPS-P using the original item configuration were not satisfactory. As a result, we developed a revised German version of the SUPPS-P and confirmed the five-factor structure using a CFA in the validation sample. For the revised version, model fits and evidence of validity and internal consistencies were good. Associations with other constructs were as expected. For example, whereas Sensation Seeking was associated moderately with problematic alcohol use, lacking associations of Lack of Premeditation to internalizing symptoms showed evidence of discriminant validity. DISCUSSION The German translations of both UPPS-P and SUPPS-P are valid tools for measuring impulsive behaviors. They are well-suited for exploring the associations between different facets of impulsivity and psychopathological phenomena.
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Affiliation(s)
- Verena Wüllhorst
- Department of Addiction Research, Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Julia Lützkendorf
- Department of Addiction Research, Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Tanja Endrass
- Department of Addiction Research, Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
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Sonmez AI, Garcia JQ, Thitiseranee L, Blacker CJ, Lewis CP. Scoping Review: Transdiagnostic Measurement of Impulsivity Domains in Youth Using the UPPS Impulsive Behavior Scales. J Am Acad Child Adolesc Psychiatry 2024; 63:789-812. [PMID: 38552900 PMCID: PMC11283967 DOI: 10.1016/j.jaac.2024.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 02/11/2024] [Accepted: 03/20/2024] [Indexed: 04/16/2024]
Abstract
OBJECTIVE Impulsivity contributes to many clinically relevant behaviors impacting youth. A scoping review was conducted to characterize existing research using the Urgency, Premeditation (lack of), Perseverance (lack of), Sensation Seeking (UPPS) Impulsive Behavior Scales in youth populations, to review the psychometric and validity data of UPPS, and to summarize findings related to sex/gender and diagnostic populations of youth. METHOD PubMed, Embase, and PsycNET databases were searched from January 1, 2001 (original UPPS publication) through October 2, 2022, according to PRISMA extension for Scoping Reviews guidelines. Articles were reviewed for inclusion/exclusion by 2 authors. Original research articles in English using any UPPS version or subscale in persons aged ≤21 years were included. RESULTS Inclusion criteria were met by 45 articles, with low bias and moderate-to-high quality. Most were cross-sectional studies; studies investigated diverse community and clinical samples. The UPPS demonstrated consistent factor structure, good reliability, and good external validity with other measures of impulsive behaviors and conditions associated with impaired impulse control. Some studies observed differences in UPPS domain scores between sex/gender groups or differential patterns in relationships between UPPS domains and clinical variables. UPPS subscale scores often differed in youth with attention-deficit/hyperactivity disorder, conduct disorders, substance use, and excess weight/obesity compared with control youth. UPPS domains commonly had interactions with sex/gender, sociodemographic, and diagnosis-related variables. CONCLUSION The current literature suggests that the UPPS has utility in measuring distinct components of impulsivity in clinical and nonclinical populations of youth. Specificity in discriminating diagnostic groups and predicting risk currently remains uncertain. Further research is needed to integrate UPPS measures with experimental models and additional neurobiological methods and to assess longitudinal developmental trajectories. PLAIN LANGUAGE SUMMARY Impulsivity contributes to many clinically relevant behaviors and mental health disorders that impact youth. The Urgency, Premeditation, Perseverance, Sensation Seeking (UPPS) Impulsive Behavior Scale has been increasingly used in research to measure deficits in impulse control. In this scoping review the authors examined 45 studies that used versions of the UPPS to measure different domains of impulsivity in youth aged 21 years and younger. The authors found evidence in the literature for the validity and reliability of the UPPS and its variants in measuring impulsivity in youth. Certain patterns of UPPS subscale scores corresponded with clinical behaviors and diagnoses including attention-deficit/hyperactivity disorder (ADHD), conduct disorder, substance use, and excessive weight/obesity. Despite this, there remain gaps in the literature regarding the stability of UPPS measures over time and ability of the UPPS to predict clinical outcomes.
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Affiliation(s)
| | | | | | - Caren J Blacker
- University of Minnesota, Minneapolis, Minnesota; Masonic Institute for the Developing Brain, Minneapolis, Minnesota
| | - Charles P Lewis
- University of Minnesota, Minneapolis, Minnesota; Masonic Institute for the Developing Brain, Minneapolis, Minnesota
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Kim M, Seong G, Jeon MJ, Jung YC, Lee D. The mediating effect of attentional impulsivity between mindfulness and problematic smartphone use. BMC Psychiatry 2024; 24:294. [PMID: 38637786 PMCID: PMC11025234 DOI: 10.1186/s12888-024-05708-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 03/22/2024] [Indexed: 04/20/2024] Open
Abstract
OBJECTIVE Problematic smartphone use has been linked to lower levels of mindfulness, impaired attentional function, and higher impulsivity. This study aimed to identify the psychological mechanisms of problematic smartphone use by exploring the relationship between addictive smartphone use, mindfulness, attentional function and impulsivity. METHODS Ninety participants were evaluated with the smartphone addiction proneness scale and classified into the problematic smartphone use group (n = 42; 24 women; mean age: 27.6 ± 7.2 years) or normal use group (n = 48; 22 women; mean age: 30.1 ± 5.7 years). All participants completed self-report questionnaires evaluating their trait impulsivity and mindfulness and attention tests that assessed selective, sustained and divided attention. We compared the variables between the groups and explored the relationship between mindfulness, attentional function, impulsivity and addictive smartphone use through mediation analysis. RESULTS The problematic smartphone use group showed higher trait impulsivity and lower mindfulness than the normal use group. There were no significant group differences in performance on attention tests. Levels of addictive smartphone use were significantly correlated with higher levels of trait impulsivity and lower levels of mindfulness, but not with performance on attention tests. Mediation analysis showed that acting with awareness, an aspect of mindfulness, reduces the degree of addictive smartphone use through attentional impulsivity, one of the trait impulsivity. CONCLUSION Acting without sufficient awareness could influence addictive smartphone use by mediating attentional impulsivity. This supports that executive control deficits, reflected in high attentional impulsivity, contribute to problematic smartphone use. Our findings imply that mindfulness-based interventions can enhance executive control over smartphone use by promoting awareness.
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Affiliation(s)
- Minjung Kim
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Goeun Seong
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Min-Jeong Jeon
- Department of Clinical Psychology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
| | - Young-Chul Jung
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea.
- Department of Psychiatry, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Korea.
| | - Deokjong Lee
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea.
- Yonsei Empathy Psychiatry Clinic, Seoul, Korea.
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Madison AA, Andridge R, Renna ME, Sheridan JF, Lustberg M, Ramaswamy B, Wesolowski R, Williams NO, Sardesai SD, Noonan AM, Reinbolt RE, Cherian MA, Malarkey WB, Kiecolt-Glaser JK. Inflamed but not impulsive: Acute inflammatory cytokine response does not impact prepotent response inhibition. J Affect Disord 2023; 342:1-9. [PMID: 37683942 PMCID: PMC10591975 DOI: 10.1016/j.jad.2023.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/27/2023] [Accepted: 09/05/2023] [Indexed: 09/10/2023]
Abstract
BACKGROUND Prior evidence has linked inflammation with impulsivity, but most of this evidence is cross-sectional. In this study, we provoked an acute inflammatory cytokine response to see whether it lowered prepotent response inhibition on three cognitive tasks. METHOD This study features secondary analyses from a randomized crossover trial in which 171 postmenopausal breast cancer survivors (Stage I-IIIA) each received a typhoid capsular polysaccharide vaccination and a saline placebo injection in a random sequence at two separate visits at least one month apart. Participants completed the Stroop Color-Discrepant Task, the 2-back, and the Conners Continuous Performance Test (CPT) on the computer between 5 and 7 h after the injections. They had their blood drawn once before and repeatedly after the injection to measure interleukin-1 receptor antagonist and interleukin-6 responses. RESULTS Women committed marginally fewer errors on the Stroop color-discrepant trials after the typhoid vaccine (M = 0.36, SE = 0.08), compared to placebo (M = 0.54, SE = 0.09, p = .076). Injection type did not predict 2-back accuracy (p = .80) or CPT commission errors (p = .47). Inflammatory cytokine responses were also unrelated to the outcomes of interest (ps>.16). CONCLUSION We found no evidence that an acute inflammatory cytokine response provokes response disinhibition - an important facet of impulsivity. In fact, our only marginally non-significant result suggested that women were better able to inhibit their prepotent responses on the Stroop after receiving the typhoid vaccine, compared to placebo. Further experimental tests of the acute inflammatory cytokine response's effect on other aspects of impulsivity are warranted. LIMITATIONS The sample was female, primarily White, highly educated cancer survivors, and recruitment was not premised on impulsive traits or diagnosis with an impulsive-related disorder. Also, there are many facets of impulsivity, and this study only measured response inhibition.
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Affiliation(s)
- Annelise A Madison
- Institute for Behavioral Medicine Research, The Ohio State University College of Medicine, Columbus, OH, United States of America; Department of Psychology, The Ohio State University, Columbus, OH, United States of America.
| | - Rebecca Andridge
- Institute for Behavioral Medicine Research, The Ohio State University College of Medicine, Columbus, OH, United States of America; Division of Biostatistics, The Ohio State University, Columbus, OH, United States of America
| | - Megan E Renna
- School of Psychology, University of Southern Mississippi, Hattiesburg, MS, United States of America
| | - John F Sheridan
- Institute for Behavioral Medicine Research, The Ohio State University College of Medicine, Columbus, OH, United States of America; Division of Biosciences, The Ohio State University College of Dentistry, Columbus, OH, United States of America
| | - Maryam Lustberg
- Yale School of Medicine, New Haven, CT, United States of America
| | - Bhuvaneswari Ramaswamy
- Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America; Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Robert Wesolowski
- Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America; Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Nicole O Williams
- Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America; Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Sagar D Sardesai
- Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America; Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Anne M Noonan
- Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America; Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Raquel E Reinbolt
- Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America; Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Mathew A Cherian
- Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America; Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - William B Malarkey
- Institute for Behavioral Medicine Research, The Ohio State University College of Medicine, Columbus, OH, United States of America; Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Janice K Kiecolt-Glaser
- Institute for Behavioral Medicine Research, The Ohio State University College of Medicine, Columbus, OH, United States of America; Department of Psychiatry and Behavioral Health, The Ohio State University College of Medicine, Columbus, OH, United States of America
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Zald DH. The influence of dopamine autoreceptors on temperament and addiction risk. Neurosci Biobehav Rev 2023; 155:105456. [PMID: 37926241 PMCID: PMC11330662 DOI: 10.1016/j.neubiorev.2023.105456] [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: 07/31/2023] [Revised: 10/22/2023] [Accepted: 10/31/2023] [Indexed: 11/07/2023]
Abstract
As a major regulator of dopamine (DA), DA autoreceptors (DAARs) exert substantial influence over DA-mediated behaviors. This paper reviews the physiological and behavioral impact of DAARs. Individual differences in DAAR functioning influences temperamental traits such as novelty responsivity and impulsivity, both of which are associated with vulnerability to addictive behavior in animal models and a broad array of externalizing behaviors in humans. DAARs additionally impact the response to psychostimulants and other drugs of abuse. Human PET studies of D2-like receptors in the midbrain provide evidence for parallels to the animal literature. These data lead to the proposal that weak DAAR regulation is a risk factor for addiction and externalizing problems. The review highlights the potential to build translational models of the functional role of DAARs in behavior. It also draws attention to key limitations in the current literature that would need to be addressed to further advance a weak DAAR regulation model of addiction and externalizing risk.
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Affiliation(s)
- David H Zald
- Center for Advanced Human Brain Imaging and Department of Psychiatry, Rutgers University, Piscataway, NJ, USA.
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Moro AS, Saccenti D, Vergallito A, Scaini S, Malgaroli A, Ferro M, Lamanna J. Transcranial direct current stimulation (tDCS) over the orbitofrontal cortex reduces delay discounting. Front Behav Neurosci 2023; 17:1239463. [PMID: 37693283 PMCID: PMC10483138 DOI: 10.3389/fnbeh.2023.1239463] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/08/2023] [Indexed: 09/12/2023] Open
Abstract
Delay discounting (DD) is a quantifiable psychological phenomenon that regulates decision-making. Nevertheless, the neural substrates of DD and its relationship with other cognitive domains are not well understood. The orbitofrontal cortex (OFC) is a potential candidate for supporting the expression of DD, but due to its wide involvement in several psychological functions and neural networks, its central role remains elusive. In this study, healthy subjects underwent transcranial direct current stimulation (tDCS) while performing an intertemporal choice task for the quantification of DD and a working memory task. To selectively engage the OFC, two electrode configurations have been tested, namely, anodal Fp1-cathodal Fp2 and cathodal Fp1-anodal Fp2. Our results show that stimulation of the OFC reduces DD, independently from electrode configuration. In addition, no relationship was found between DD measures and either working memory performance or baseline impulsivity assessed through established tests. Our work will direct future investigations aimed at unveiling the specific neural mechanisms underlying the involvement of the OFC in DD, and at testing the efficacy of OFC tDCS in reducing DD in psychological conditions where this phenomenon has been strongly implicated, such as addiction and eating disorders.
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Affiliation(s)
- Andrea Stefano Moro
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Center for Behavioral Neuroscience and Communication (BNC), Vita-Salute San Raffaele University, Milan, Italy
- Transcranial Magnetic Stimulation Unit, Italian Psychotherapy Clinics, Milan, Italy
| | - Daniele Saccenti
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Transcranial Magnetic Stimulation Unit, Italian Psychotherapy Clinics, Milan, Italy
| | | | - Simona Scaini
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Child and Youth Lab, Sigmund Freud University, Milan, Italy
- Child and Adolescent Unit, Italian Psychotherapy Clinics, Milan, Italy
| | - Antonio Malgaroli
- Center for Behavioral Neuroscience and Communication (BNC), Vita-Salute San Raffaele University, Milan, Italy
- Faculty of Psychology, Vita-Salute San Raffaele University, Milan, Italy
- San Raffaele Turro, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Mattia Ferro
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Center for Behavioral Neuroscience and Communication (BNC), Vita-Salute San Raffaele University, Milan, Italy
- Transcranial Magnetic Stimulation Unit, Italian Psychotherapy Clinics, Milan, Italy
| | - Jacopo Lamanna
- Center for Behavioral Neuroscience and Communication (BNC), Vita-Salute San Raffaele University, Milan, Italy
- Faculty of Psychology, Vita-Salute San Raffaele University, Milan, Italy
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Cardoso MGDF, de Barros JLVM, de Queiroz RAB, Rocha NP, Silver C, da Silva AS, da Silva EWM, Roque IG, Carvalho JDL, Dos Santos LF, Cota LB, Lemos LM, Miranda MF, Miranda MF, Vianna PP, Oliveira RA, de Oliveira Furlam T, Soares TSS, Pedroso VSP, Faleiro RM, Vieira ÉLM, Teixeira AL, de Souza LC, de Miranda LS. Potential Biomarkers of Impulsivity in Mild Traumatic Brain Injury: A Pilot Study. Behav Brain Res 2023; 449:114457. [PMID: 37116663 DOI: 10.1016/j.bbr.2023.114457] [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: 12/13/2022] [Revised: 04/13/2023] [Accepted: 04/25/2023] [Indexed: 04/30/2023]
Abstract
Very few studies have investigated cognition and impulsivity following mild traumatic brain injury (mTBI) in the general population. Furthermore, the neurobiological mechanisms underlying post-TBI neurobehavioral syndromes are complex and remain to be fully clarified. Herein, we took advantage of machine learning based-modeling to investigate potential biomarkers of mTBI-associated impulsivity. Twenty-one mTBI patients were assessed within one-month post-TBI and their data were compared to 19 healthy controls on measures of impulsivity (Barratt Impulsiveness Scale - BIS), executive functioning, episodic memory, self-report cognitive failures and blood biomarkers of inflammation, vascular and neuronal damage. mTBI patients were significantly more impulsive than controls in BIS total and subscales. Serum levels of sCD40L, Cathepsin D, IL-4, Neuropilin-1, IFN-α2, and Copeptin were associated with impulsivity in mTBI patients. Besides showing that mTBI are associated with impulsivity in non-military people, we unveiled different pathophysiological pathways potentially implicated in mTBI-related impulsivity.
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Affiliation(s)
- Maíra Glória de Freitas Cardoso
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil; Programa de Pós-Graduação em Neurociências da UFMG
| | - João Luís Vieira Monteiro de Barros
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Rafael Alves Bonfim de Queiroz
- Departamento de Computação, Instituto de Ciências Exatas e Biológicas, Universidade Federal de Ouro Preto-UFOP, Ouro Preto, MG, Brasil
| | - Natalia Pessoa Rocha
- The Mitchell Center for Alzheimer's Disease and Related Brain Disorders, Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Carlisa Silver
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Agnes Stéphanie da Silva
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil; Programa de Pós-Graduação em Neurociências da UFMG
| | - Ewelin Wasner Machado da Silva
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Isadora Gonçalves Roque
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Júlia de Lima Carvalho
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Laura Ferreira Dos Santos
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Letícia Bitencourt Cota
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Lucas Miranda Lemos
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Mariana Figueiredo Miranda
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Millena Figueiredo Miranda
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Pedro Parenti Vianna
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Rafael Arantes Oliveira
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Tiago de Oliveira Furlam
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Túlio Safar Sarquis Soares
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Vinicius Sousa Pietra Pedroso
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil
| | - Rodrigo Moreira Faleiro
- Hospital João XXIII, Fundação Hospitalar do Estado de Minas Gerais - FHEMIG. Belo Horizonte, Minas Gerais, Brasil
| | - Érica Leandro Marciano Vieira
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil; Centre for Addiction and Mental Health - CAMH, Toronto, Canada
| | - Antônio Lúcio Teixeira
- Neuropsychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston. Houston, Texas; Faculdade Santa Casa BH, Belo Horizonte, Brasil
| | - Leonardo Cruz de Souza
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil; Programa de Pós-Graduação em Neurociências da UFMG; Departamento de Clínica Médica, Faculdade de Medicina, UFMG, Belo Horizonte, MG, Brasil.
| | - Line Silva de Miranda
- Laboratório Interdisciplinar de Investigação Médica (LIIM), Faculdade de Medicina, Universidade Federal de Minas Gerais (UFMG). Belo Horizonte, Minas Gerais, Brasil; Programa de Pós-Graduação em Neurociências da UFMG; Laboratório de Neurobiologia, Departamento de Morfologia, Instituto de Ciências Biológicas, UFMG, Brasil.
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9
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Gallagher R, Kessler K, Bramham J, Dechant M, Friehs MA. A proof-of-concept study exploring the effects of impulsivity on a gamified version of the stop-signal task in children. Front Psychol 2023; 14:1068229. [PMID: 36844283 PMCID: PMC9946965 DOI: 10.3389/fpsyg.2023.1068229] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 01/18/2023] [Indexed: 02/11/2023] Open
Abstract
This proof-of-concept study provides an appraisal of a remotely administered gamified Stop-Signal Task (gSST) for future use in studies using child sample. Performance on the standard Stop-Signal (SST) task has been shown previously to differentiate attention-deficit-hyperactivity-disorder groups from controls. As is the case with the SST, it was envisaged that those with greater impulsivity would perform worse than those with lower levels of impulsivity in the gSST. The potential advantage of the gSST is that it could be perceived as less monotonous than the original SST and has the potential to provide higher data quality in child samples, however future research will need to be conducted to determine this. The gSST was administered remotely via video chat to 30 child participants within a community sample aged 8-12 to investigate the effect of ADHD symptoms and intrinsic motivation on gSST performance. Qualitative data was collected based on feedback from participants to gain insight into how the gSST was received by participants. A positive correlation was observed between impulsive/hyperactivity and gSST performance, however there was insufficient evidence to suggest that impulsivity predicted performance. With regards to accuracy, results suggested that impulsivity level significantly predicted the rate of go-omission errors. No relationships were observed between intrinsic motivation inventory (IMI) subscales and performance or IMI and impulsivity. Nevertheless, mean IMI scores were overarchingly high for each of the IMI subscales, suggesting that regardless of performance and/or level of impulsive behaviour, the child sample obtained in this study demonstrated high levels of intrinsic motivation, which was supported by the predominantly positive subjective feedback provided by the child participants. The present study provides some evidence based on quantitative and qualitative results for the efficacy of gSST for use with children. Future research with a larger sample of children is warranted to examine how performance on the SST and gSST compare/differ.
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Affiliation(s)
- Ruth Gallagher
- School of Psychology, University College Dublin, Dublin, Ireland
| | - Klaus Kessler
- School of Psychology, University College Dublin, Dublin, Ireland
| | - Jessica Bramham
- School of Psychology, University College Dublin, Dublin, Ireland
| | - Martin Dechant
- ZEISS Vision Science Lab, Institute for Ophthalmic Research, Tübingen University, Tübingen, Germany
- UCLIC, University College London, London, United Kingdom
| | - Maximilian A. Friehs
- School of Psychology, University College Dublin, Dublin, Ireland
- Lise-Meitner Research Group Cognition and Plasticity, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Department of Psychology of Conflict, Risk and Safety, University of Twente, Enschede, Netherlands
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10
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Martín-Pérez C, Vergara-Moragues E, Fernández-Muñoz JJ, García-González JM, García-Moreno LM. Reward sensitivity and hazardous alcohol consumption in women: The parallel mediation effect of self-control and impulsivity traits. Subst Abus 2022; 43:1333-1340. [PMID: 36036761 DOI: 10.1080/08897077.2021.1941522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Introduction: Little research has been carried out on the associations between several individual factors and hazardous alcohol use in women. The aim of this study was first, to study the relationship between reward sensitivity (RS) and alcohol use in both women with and without hazardous drinking separately. Second, to explore the potential mediating roles of the impulsivity and self-control traits in this relationship. Method: The study was analytical and cross-sectional and included 645 female participants (mean age = 19.14; standard deviation (SD)=1.60). All women were divided into two groups (286, 44.3%, with hazardous drinking, HDW; and 359, 55.7%, with light drinking, LDW). Correlation analyses were carried out to explore the associations between the variables, and parallel mediation analyses were performed to investigate the potential mediating roles of impulsivity and self-control in the RS-alcohol use associations in each group separately. Results: A significant association was observed between RS and alcohol use in HDW, contrary to that observed in their counterparts. In addition, both higher impulsivity and less self-control mediated the association between RS and alcohol use only in HDW. Conclusions: Impulsivity and self-control differently affect alcohol use under the condition of high reward sensitivity, only in HDW, suggesting alterations of the dual top-down and bottom-up mechanisms and a possible imbalance between the competing reflexive and impulsive brain systems. More research is needed regarding the individual factors that affect women's drinking to develop sensitive measures for the assessment of alcohol use and more efficient interventions for women.
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Affiliation(s)
- Cristina Martín-Pérez
- Department of Psychobiology and Methodology in Behavioral Sciences, Universidad Complutense de Madrid (UCM), Madrid, Spain.,Faculty of Education, Universidad Internacional de la Rioja (UNIR), Logroño, Spain
| | - Esperanza Vergara-Moragues
- Department of Psychobiology and Methodology in Behavioral Sciences, Universidad Complutense de Madrid (UCM), Madrid, Spain
| | - Juan José Fernández-Muñoz
- Area of Methodology of Behavioral Sciences. Faculty of Health Sciences, Rey Juan Carlos University, Madrid, Spain
| | | | - Luis Miguel García-Moreno
- Department of Psychobiology and Methodology in Behavioral Sciences, Universidad Complutense de Madrid (UCM), Madrid, Spain
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11
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Thome J, Pinger M, Halli P, Durstewitz D, Sommer WH, Kirsch P, Koppe G. A Model Guided Approach to Evoke Homogeneous Behavior During Temporal Reward and Loss Discounting. Front Psychiatry 2022; 13:846119. [PMID: 35800024 PMCID: PMC9253427 DOI: 10.3389/fpsyt.2022.846119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 05/18/2022] [Indexed: 12/14/2022] Open
Abstract
Background The tendency to devaluate future options as a function of time, known as delay discounting, is associated with various factors such as psychiatric illness and personality. Under identical experimental conditions, individuals may therefore strongly differ in the degree to which they discount future options. In delay discounting tasks, this inter-individual variability inevitably results in an unequal number of discounted trials per subject, generating difficulties in linking delay discounting to psychophysiological and neural correlates. Many studies have therefore focused on assessing delay discounting adaptively. Here, we extend these approaches by developing an adaptive paradigm which aims at inducing more comparable and homogeneous discounting frequencies across participants on a dimensional scale. Method The proposed approach probabilistically links a (common) discounting function to behavior to obtain a probabilistic model, and then exploits the model to obtain a formal condition which defines how to construe experimental trials so as to induce any desired discounting probability. We first infer subject-level models on behavior on a non-adaptive delay discounting task and then use these models to generate adaptive trials designed to evoke graded relative discounting frequencies of 0.3, 0.5, and 0.7 in each participant. We further compare and evaluate common models in the field through out-of-sample prediction error estimates, to iteratively improve the trial-generating model and paradigm. Results The developed paradigm successfully increases discounting behavior during both reward and loss discounting. Moreover, it evokes graded relative choice frequencies in line with model-based expectations (i.e., 0.3, 0.5, and 0.7) suggesting that we can successfully homogenize behavior. Our model comparison analyses indicate that hyperboloid models are superior in predicting unseen discounting behavior to more conventional hyperbolic and exponential models. We report out-of-sample error estimates as well as commonalities and differences between reward and loss discounting, demonstrating for instance lower discounting rates, as well as differences in delay perception in loss discounting. Conclusion The present work proposes a model-based framework to evoke graded responses linked to cognitive function at a single subject level. Such a framework may be used in the future to measure cognitive functions on a dimensional rather than dichotomous scale.
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Affiliation(s)
- Janine Thome
- Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Mathieu Pinger
- Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Patrick Halli
- Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Daniel Durstewitz
- Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Wolfgang H. Sommer
- Institute for Psychopharmacology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Peter Kirsch
- Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Institute of Psychology, Heidelberg University, Heidelberg, Germany
| | - Georgia Koppe
- Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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12
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Grant KA, Newman N, Lynn C, Davenport C, Gonzales S, Cuzon Carlson VC, Kroenke CD. Brain Functional Connectivity Mapping of Behavioral Flexibility in Rhesus Monkeys. J Neurosci 2022; 42:4867-4878. [PMID: 35552233 PMCID: PMC9188385 DOI: 10.1523/jneurosci.0816-21.2022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 04/21/2022] [Accepted: 05/02/2022] [Indexed: 11/21/2022] Open
Abstract
The predisposition to engage in autonomous habitual behaviors has been associated with behavioral disorders, such as obsessive-compulsive disorder and addiction. Attentional set-shifting tasks (ASSTs), which incorporate changes governing the association of discriminative stimuli with contingent reinforcement, are commonly used to measure underlying processes of cognitive/behavioral flexibility. The purpose of this study was to identify primate brain networks that mediate trait-like deficits in ASST performance using resting-state fMRI. A self-pacing ASST was administered to three cohorts of rhesus monkeys (total n = 35, 18 female). Increased performance over 30 consecutive sessions segregated the monkeys into two populations, termed High Performers (HP, n = 17) and Low Performers (LP, n = 17), with one anomaly. Compared with LPs, HPs had higher rates of improving performance over sessions and completed the 8 sets/sessions with fewer errors. LP monkeys, on the other hand, spent most of each session in the first set and often did not acquire the first reversal. A whole-brain independent components analysis of resting-state fMRI under isoflurane identified four strong networks. Of these, a dual regression analysis revealed that a designated "executive control network," differed between HPs and LPs. Specific areas of connectivity in the rhesus executive control network, including frontal cortices (ventrolateral, ventromedial, and orbital) and the dorsal striatum (caudate, putamen) correlated with perseverative errors and response latency. Overall, the results identify trait-like characteristics of behavioral flexibility that are associated with correlated brain activity involving specific nuclei of frontostriatal networks.SIGNIFICANCE STATEMENT Resting state functional connectivity MRI in rhesus monkeys identified specific nuclei in frontostriatal circuitry that were associated with population differences in perseverative and impulsive aspects of cognitive flexibility.
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Affiliation(s)
- Kathleen A Grant
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon 97006
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, Oregon 97239
- Portland Alcohol Research Center, Oregon Health & Science University, Portland, Oregon 97239
| | - Natali Newman
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon 97006
| | - Colton Lynn
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon 97006
| | - Conor Davenport
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon 97006
| | - Steven Gonzales
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon 97006
| | - Verginia C Cuzon Carlson
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon 97006
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, Oregon 97239
- Portland Alcohol Research Center, Oregon Health & Science University, Portland, Oregon 97239
| | - Christopher D Kroenke
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon 97006
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, Oregon 97239
- Advanced Imaging Research Center, Oregon Health & Science University, Portland, Oregon 97239
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13
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Piotti P, Albertini M, Trabucco LP, Ripari L, Karagiannis C, Bandi C, Pirrone F. Personality and Cognitive Profiles of Animal-Assisted Intervention Dogs and Pet Dogs in an Unsolvable Task. Animals (Basel) 2021; 11:ani11072144. [PMID: 34359271 PMCID: PMC8300800 DOI: 10.3390/ani11072144] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 07/16/2021] [Accepted: 07/18/2021] [Indexed: 11/16/2022] Open
Abstract
Dogs are biologically predisposed to communicate with humans in cooperative contexts. They show individual differences in dog-human communication and inhibition, potentially enhanced by life experience, e.g., Animal-Assisted Interventions. This study aimed to investigate whether dogs' personality, defined by biologically meaningful neural circuits described in the Reinforcement Sensitivity Theory of Personality (RST), predicted dogs' communication, task orientation, emotional state, and approach of an unsolvable task. We also investigated the differences between dogs experienced in Animal-Assisted Interventions (AAI) and inexperienced dogs. The results indicated that a high sensitivity to the RST personality trait related to managing uncertainty (Behavioural Inhibition System, BIS) predicted fewer task orientations but increased referential and non-referential looking, which we interpreted as a way to obtain directions from the owner. Conversely, a high sensitivity to the traits reflecting tendencies to approach rewards (Behavioural Approach System, BAS) and avoid punishment (Fight-Flight-Freeze System, FFFS) predicted lower looking. High sensitivity to the FFFS also predicted more frequent task orientations, which we interpreted as frustration. Finally, the dogs in the AAI program looked more at their owner and were less oriented towards the task. These results provide empirical evidence of individual differences tied to the psychobiological personality traits in canine cognitive skills. Understanding such cognitive profiles may have an enormous impact on activities that rely upon dog-human collaborative interaction.
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Affiliation(s)
- Patrizia Piotti
- Department of Veterinary Medicine, University of Milan, Via dell’Università 6, 26900 Lodi, Italy; (P.P.); (F.P.)
| | - Mariangela Albertini
- Department of Veterinary Medicine, University of Milan, Via dell’Università 6, 26900 Lodi, Italy; (P.P.); (F.P.)
- Correspondence:
| | - Lidia Pia Trabucco
- Department of Bioscience, University of Milan, Via Celoria 26, 20133 Milano, Italy; (L.P.T.); (C.B.)
| | - Lucia Ripari
- Independent Researcher, Località Rifoglieto, 55011 Altopascio, Italy;
| | - Christos Karagiannis
- Hellenic Institute of Canine and Feline Behaviour & Training, 10434 Athens, Greece;
| | - Claudio Bandi
- Department of Bioscience, University of Milan, Via Celoria 26, 20133 Milano, Italy; (L.P.T.); (C.B.)
| | - Federica Pirrone
- Department of Veterinary Medicine, University of Milan, Via dell’Università 6, 26900 Lodi, Italy; (P.P.); (F.P.)
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14
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Voigt K, Giddens E, Stark R, Frisch E, Moskovsky N, Kakoschke N, Stout JC, Bellgrove MA, Andrews ZB, Verdejo-Garcia A. The Hunger Games: Homeostatic State-Dependent Fluctuations in Disinhibition Measured with a Novel Gamified Test Battery. Nutrients 2021; 13:nu13062001. [PMID: 34200678 PMCID: PMC8230368 DOI: 10.3390/nu13062001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 05/28/2021] [Accepted: 06/04/2021] [Indexed: 11/16/2022] Open
Abstract
Food homeostatic states (hunger and satiety) influence the cognitive systems regulating impulsive responses, but the direction and specific mechanisms involved in this effect remain elusive. We examined how fasting, and satiety, affect cognitive mechanisms underpinning disinhibition using a novel framework and a gamified test-battery. Thirty-four participants completed the test-battery measuring three cognitive facets of disinhibition: attentional control, information gathering and monitoring of feedback, across two experimental sessions: one after overnight fasting and another after a standardised meal. Homeostatic state was assessed using subjective self-reports and biological markers (i.e., blood-derived liver-expressed antimicrobial protein 2 (LEAP-2), insulin and leptin). We found that participants who experienced greater subjective hunger during the satiety session were more impulsive in the information gathering task; results were not confounded by changes in mood or anxiety. Homeostatic state did not significantly influence disinhibition mechanisms linked to attentional control or feedback monitoring. However, we found a significant interaction between homeostatic state and LEAP-2 on attentional control, with higher LEAP-2 associated with faster reaction times in the fasted condition only. Our findings indicate lingering hunger after eating increases impulsive behaviour via reduced information gathering. These findings identify a novel mechanism that may underpin the tendency to overeat and/or engage in broader impulsive behaviours.
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Affiliation(s)
- Katharina Voigt
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
| | - Emily Giddens
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
| | - Romana Stark
- Department of Physiology and Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; (R.S.); (Z.B.A.)
| | - Emma Frisch
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
| | - Neda Moskovsky
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
| | - Naomi Kakoschke
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
| | - Julie C. Stout
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
| | - Mark A. Bellgrove
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
| | - Zane B. Andrews
- Department of Physiology and Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; (R.S.); (Z.B.A.)
| | - Antonio Verdejo-Garcia
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC 3800, Australia; (K.V.); (E.G.); (E.F.); (N.M.); (N.K.); (J.C.S.); (M.A.B.)
- Correspondence: ; Tel.: +61-3-9905-5374
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15
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Keidel K, Rramani Q, Weber B, Murawski C, Ettinger U. Individual Differences in Intertemporal Choice. Front Psychol 2021; 12:643670. [PMID: 33935897 PMCID: PMC8085593 DOI: 10.3389/fpsyg.2021.643670] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 03/08/2021] [Indexed: 11/23/2022] Open
Abstract
Intertemporal choice involves deciding between smaller, sooner and larger, later rewards. People tend to prefer smaller rewards that are available earlier to larger rewards available later, a phenomenon referred to as temporal or delay discounting. Despite its ubiquity in human and non-human animals, temporal discounting is subject to considerable individual differences. Here, we provide a critical narrative review of this literature and make suggestions for future work. We conclude that temporal discounting is associated with key socio-economic and health-related variables. Regarding personality, large-scale studies have found steeper temporal discounting to be associated with higher levels of self-reported impulsivity and extraversion; however, effect sizes are small. Temporal discounting correlates negatively with future-oriented cognitive styles and inhibitory control, again with small effect sizes. There are consistent associations between steeper temporal discounting and lower intelligence, with effect sizes exceeding those of personality or cognitive variables, although socio-demographic moderator variables may play a role. Neuroimaging evidence of brain structural and functional correlates is not yet consistent, neither with regard to areas nor directions of effects. Finally, following early candidate gene studies, recent Genome Wide Association Study (GWAS) approaches have revealed the molecular genetic architecture of temporal discounting to be more complex than initially thought. Overall, the study of individual differences in temporal discounting is a maturing field that has produced some replicable findings. Effect sizes are small-to-medium, necessitating future hypothesis-driven work that prioritizes large samples with adequate power calculations. More research is also needed regarding the neural origins of individual differences in temporal discounting as well as the mediating neural mechanisms of associations of temporal discounting with personality and cognitive variables.
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Affiliation(s)
- Kristof Keidel
- Department of Psychology, University of Bonn, Bonn, Germany
- Department of Finance, The University of Melbourne, Melbourne, VIC, Australia
| | - Qëndresa Rramani
- Center for Economics and Neuroscience, University of Bonn, Bonn, Germany
- Institute of Experimental Epileptology and Cognition Research, University of Bonn, Bonn, Germany
| | - Bernd Weber
- Center for Economics and Neuroscience, University of Bonn, Bonn, Germany
- Institute of Experimental Epileptology and Cognition Research, University of Bonn, Bonn, Germany
| | - Carsten Murawski
- Department of Finance, The University of Melbourne, Melbourne, VIC, Australia
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16
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Huber RS, McGlade EC, Legarreta M, Subramaniam P, Renshaw PF, Yurgelun-Todd DA. Cingulate white matter volume and associated cognitive and behavioral impulsivity in Veterans with a history of suicide behavior. J Affect Disord 2021; 281:117-124. [PMID: 33316716 DOI: 10.1016/j.jad.2020.11.126] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/25/2020] [Accepted: 11/27/2020] [Indexed: 01/26/2023]
Abstract
BACKGROUND Suicide is one of the leading causes of death for military personnel and Veterans. Neuroimaging studies have revealed abnormalities in white matter tracts and brain connectivity in suicide behavior (SB); however, reports of alterations in white matter volume and its association with related behaviors are limited. The current study examined the relationship between cingulate white matter volume (WMV), impulsivity, and SB in Veterans. METHODS Fifty-two Veterans, ages 18 to 65, underwent magnetic resonance imaging on a 3T Siemens Verio scanner. Morphometric analysis of brain images was performed to evaluate differences in WMV in cingulate regions of interest. Participants completed the Columbia Suicide Severity Rating Scale to assess lifetime suicide behavior and the Barratt Impulsivity Scale (BIS) and the Continuous Performance Test (CPT) to assess impulsivity. RESULTS Twenty-nine Veterans had a history of suicidal ideation (SI) and 23 had a history of suicide attempts (SA). Controlling for age, sex, handedness and total white matter volume, reduced WMV was observed in the left rostral anterior cingulate cortex (rACC) in Veterans with SA relative to Veterans with SI, p = .008. Additionally, non-planning on the BIS was negatively correlated with left rACC WMV for Veterans with a history of SA, p = .04. Other subregions of the ACC WMV were negatively correlated with planning and attention impulsivity (BIS) and omission and commission errors (CPT) for attempters. CONCLUSIONS Reduction in rACC WMV in Veterans with SA was negatively correlated with nonplanning measures. These findings are consistent with ACC involvement in inhibitory processes and build on evidence that SB is associated with neurobiological abnormalities and suggest that white matter changes may be related to actual attempts.
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Affiliation(s)
- Rebekah S Huber
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA; Diagnostic Neuroimaging Laboratory, University of Utah, Salt Lake City, UT, USA.
| | - Erin C McGlade
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA; Diagnostic Neuroimaging Laboratory, University of Utah, Salt Lake City, UT, USA; Veterans Affairs VISN 19 Rocky Mountain Mental Illness Research, Education and Clinical Center (MIRECC), Salt Lake City, UT, USA
| | - Margaret Legarreta
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA; Diagnostic Neuroimaging Laboratory, University of Utah, Salt Lake City, UT, USA; Sheridan Veterans Affairs Health Care System, Sheridan, WY, USA
| | - Punitha Subramaniam
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA; Diagnostic Neuroimaging Laboratory, University of Utah, Salt Lake City, UT, USA
| | - Perry F Renshaw
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA; Diagnostic Neuroimaging Laboratory, University of Utah, Salt Lake City, UT, USA; Veterans Affairs VISN 19 Rocky Mountain Mental Illness Research, Education and Clinical Center (MIRECC), Salt Lake City, UT, USA
| | - Deborah A Yurgelun-Todd
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA; Diagnostic Neuroimaging Laboratory, University of Utah, Salt Lake City, UT, USA; Veterans Affairs VISN 19 Rocky Mountain Mental Illness Research, Education and Clinical Center (MIRECC), Salt Lake City, UT, USA
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Racicka-Pawlukiewicz E, Kuć K, Bielecki M, Hanć T, Cybulska-Klosowicz A, Bryńska A. The Association between Executive Functions and Body Weight/BMI in Children and Adolescents with ADHD. Brain Sci 2021; 11:brainsci11020178. [PMID: 33535492 PMCID: PMC7912721 DOI: 10.3390/brainsci11020178] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/25/2021] [Accepted: 01/27/2021] [Indexed: 11/21/2022] Open
Abstract
Despite the increasing body of research on Attention Deficit Hyperactivity Disorder (ADHD), the results of the studies assessing the relationship between executive function deficit and the risk of obesity in people with ADHD are incongruent. Our study aimed to assess the relationship between measures of executive functions and body weight and Body Mass Index (BMI) in children and adolescents with ADHD and control subjects. The study group consisted of 58 subjects aged from 8 to 17 years with ADHD. The Control group consisted of 62 healthy age and sex-matched participants from primary and secondary schools. Weight, height, and BMI measurements were standardized. The Sustained Attention to Response Test (SART) and the Attention Network Test (ANT) were used to assess executive functions. Based on the analysis of the correlation and analysis of moderation, we found that subjects with higher weight in the study group presented a lower efficiency of the inhibition processes and gave more impulsive and incorrect answers. The occurrence of impulsive reactions might contribute to the risk of excessive weight in children and adolescents with ADHD.
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Affiliation(s)
- Ewa Racicka-Pawlukiewicz
- Department of Child and Adolescent Psychiatry, Medical University of Warsaw, Żwirki i Wigury 61, 02-091 Warsaw, Poland;
- Correspondence:
| | - Katarzyna Kuć
- Department of Psychology, SWPS University of Social Sciences and Humanities, 03-815 Warsaw, Poland; (K.K.); (M.B.)
| | - Maksymilian Bielecki
- Department of Psychology, SWPS University of Social Sciences and Humanities, 03-815 Warsaw, Poland; (K.K.); (M.B.)
| | - Tomasz Hanć
- Institute of Human Biology and Evolution, Faculty of Biology, Adam Mickiewicz University, 61-614 Poznan, Poland;
| | - Anita Cybulska-Klosowicz
- Laboratory of Neuroplasticity, Nencki Institute of Experimental Biology of Polish Academy of Sciences, 02-093 Warsaw, Poland;
| | - Anita Bryńska
- Department of Child and Adolescent Psychiatry, Medical University of Warsaw, Żwirki i Wigury 61, 02-091 Warsaw, Poland;
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Abdallah M, Farrugia N, Chirokoff V, Chanraud S. Static and dynamic aspects of cerebro-cerebellar functional connectivity are associated with self-reported measures of impulsivity: A resting-state fMRI study. Netw Neurosci 2020; 4:891-909. [PMID: 33615095 PMCID: PMC7888486 DOI: 10.1162/netn_a_00149] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 05/13/2020] [Indexed: 01/21/2023] Open
Abstract
Human and animal brain studies bring converging evidence of a possible role for the cerebellum and the cerebro-cerebellar system in impulsivity. However, the precise nature of the relation between cerebro-cerebellar coupling and impulsivity is far from understood. Characterizing functional connectivity (FC) patterns between large-scale brain networks that mediate different forms of impulsivity, and the cerebellum may improve our understanding of this relation. Here, we analyzed static and dynamic features of cerebro-cerebellar FC using a highly sampled resting-state functional magnetic resonance imaging (rs-fMRI) dataset and tested their association with two widely used self-reports of impulsivity: the UPPS-P impulsive behavior scale and the behavioral inhibition/approach systems (BIS/BAS) in a large group of healthy subjects (N = 134, ≈ 1 hr of rs-fMRI/subject). We employed robust data-driven techniques to identify cerebral and cerebellar resting-state networks and extract descriptive summary measures of static and dynamic cerebro-cerebellar FC. We observed evidence linking BIS, BAS, sensation seeking, and lack of premeditation to the total strength and temporal variability of FC within networks connecting regions of the prefrontal cortex, precuneus, posterior cingulate cortex, basal ganglia, and thalamus with the cerebellum. Overall, our findings improve the existing knowledge of the neural correlates of impulsivity and the behavioral correlates of the cerebro-cerebellar system.
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Affiliation(s)
- Majd Abdallah
- Aquitaine Institute of Cognitive and Integrative Neuroscience, UMR CNRS 5287, University of Bordeaux, France
| | - Nicolas Farrugia
- Electronics Department Lab STICC, IMT Atlantique, UMR CNRS 6285, Brest, France
| | - Valentine Chirokoff
- Aquitaine Institute of Cognitive and Integrative Neuroscience, UMR CNRS 5287, University of Bordeaux, France
| | - Sandra Chanraud
- Aquitaine Institute of Cognitive and Integrative Neuroscience, UMR CNRS 5287, University of Bordeaux, France
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Psychiatric Aspects of Obesity: A Narrative Review of Pathophysiology and Psychopathology. J Clin Med 2020; 9:jcm9082344. [PMID: 32717793 PMCID: PMC7463475 DOI: 10.3390/jcm9082344] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Revised: 07/14/2020] [Accepted: 07/22/2020] [Indexed: 12/16/2022] Open
Abstract
In the last decades, obesity has become a major concern for clinical and public health. Despite the variety of available treatments, the outcomes remain—by and large—still unsatisfactory, owing to high rates of nonresponse and relapse. Interestingly, obesity is being associated with a growing surge of neuropsychiatric problems, certainly related to the pathogenesis of this condition, and likely to be of great consequence as for its treatment and prognosis. In a neurobiologic direction, a sturdy body of evidence has recently shown that the immune–metabolic–endocrine dyscrasias, notoriously attached to excess body weight/adiposity, affect and impair the morpho-functional integrity of the brain, thus possibly contributing to neuroprogressive/degenerative processes and behavioral deviances. Likewise, in a neuropsychiatric perspective, obesity displays complex associations with mood disorders and affective temperamental dimensions (namely cyclothymia), eating disorders characterized by overeating/binge-eating behaviors, ADHD-related executive dysfunctions, emotional dysregulation and motivational–addictive disturbances. With this review, we attempt to provide the clinician a synoptic, yet exhaustive, tool for a more conscious approach to that subset of this condition, which could be reasonably termed “psychiatric” obesity.
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Quoilin C, Grandjean J, Duque J. Considering Motor Excitability During Action Preparation in Gambling Disorder: A Transcranial Magnetic Stimulation Study. Front Psychiatry 2020; 11:639. [PMID: 32695036 PMCID: PMC7339919 DOI: 10.3389/fpsyt.2020.00639] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 06/19/2020] [Indexed: 11/13/2022] Open
Abstract
A lack of inhibitory control appears to contribute to the development and maintenance of addictive disorders. Among the mechanisms thought to assist inhibitory control, an increasing focus has been drawn on the so-called preparatory suppression, which refers to the drastic suppression observed in the motor system during action preparation. Interestingly, deficient preparatory suppression has been reported in alcohol use disorders. However, it is currently unknown whether this deficit also concerns behavioral, substance-free, addictions, and thus whether it might represent a vulnerability factor common to both substance and behavioral addictive disorders. To address this question, neural measures of preparatory suppression were obtained in gambling disorder patients (GDPs) and matched healthy control subjects. To do so, single-pulse transcranial magnetic stimulation was applied over the left and the right motor cortex to elicit motor-evoked potentials (MEPs) in both hands when participants were performing a choice reaction time task. In addition, choice and rapid response impulsivity were evaluated in all participants, using self-report measures and neuropsychological tasks. Consistent with a large body of literature, the MEP data revealed that the activity of the motor system was drastically reduced during action preparation in healthy subjects. Surprisingly, though, a similar MEP suppression was observed in GDPs, indicating that those subjects do not globally suffer from a deficit in preparatory suppression. By contrast, choice impulsivity was higher in GDPs than healthy subjects, and a higher rapid response impulsivity was found in the more severe forms of GD. Altogether, those results demonstrated that although some aspects of inhibitory control are impaired in GDPs, these alterations do not seem to concern preparatory suppression. Yet, the profile of individuals suffering of a GD is very heterogeneous, with only part of them presenting an impulsive disposition, such as in patients with alcohol use disorders. Hence, a lack of preparatory suppression may be only shared by this sub-type of addicts, an interesting issue for future investigation.
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Affiliation(s)
- Caroline Quoilin
- CoActions Lab, Institute of Neuroscience, Université catholique de Louvain, Brussels, Belgium
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21
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Paap KR, Anders-Jefferson R, Zimiga B, Mason L, Mikulinsky R. Interference scores have inadequate concurrent and convergent validity: Should we stop using the flanker, Simon, and spatial Stroop tasks? COGNITIVE RESEARCH-PRINCIPLES AND IMPLICATIONS 2020; 5:7. [PMID: 32056032 PMCID: PMC7018919 DOI: 10.1186/s41235-020-0207-y] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 01/03/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Two-hundred one college undergraduates completed four nonverbal interference tasks (Simon, spatial Stroop, vertical Stroop, and flanker) and trait scales of self-control and impulsivity. Regression analyses tested 11 predictors of the composite interference scores derived from three of the four tasks and each task separately. The purpose of the study was to examine the relationships between laboratory measures of self-control, self-report measures, and the degree to which control might be related to extensive experience in activities that logically require self-control. RESULTS Fluid intelligence and sex were significant predictors of the composite measure, but bilingualism, music training, video gaming, mindfulness/meditation, self-control, impulsivity, SES, and physical exercise were not. CONCLUSIONS Common laboratory measures of inhibitory control do not correlate with self-reported measures of self-control or impulsivity and consequently appear to be measuring different constructs. Bilingualism, mindfulness/meditation, playing action video games, and music training or performance provide weak and inconsistent improvements to laboratory measures of interference control. Flanker, Simon, and spatial Stroop effects should not be used or interpreted as measures of domain-general inhibitory control.
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Affiliation(s)
- Kenneth R Paap
- Department of Psychology, San Francisco State University, San Francisco, CA, 94132, USA.
| | | | - Brandon Zimiga
- Department of Psychology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Lauren Mason
- Department of Psychology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Roman Mikulinsky
- Department of Psychology, San Francisco State University, San Francisco, CA, 94132, USA
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Xing W, Lü W, Wang Z. Trait impulsiveness and response inhibition in young adults: Moderating role of resting respiratory sinus arrhythmia. Int J Psychophysiol 2020; 149:1-7. [PMID: 31926906 DOI: 10.1016/j.ijpsycho.2019.12.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 12/22/2019] [Accepted: 12/24/2019] [Indexed: 11/28/2022]
Abstract
Trait impulsiveness is a multifaceted construct that includes motor-, attention/cognitive- and non-planning facets, but how specific impulsiveness facets are associated with the deficit of response inhibition is not well understood. Resting respiratory sinus arrhythmia (RSA), which is considered as an index of cardiac vagal tone has been demonstrated to play a moderating role in the associations between many individual's variables. Whether resting RSA moderates the relationships between the facets of trait impulsiveness and response inhibition remains unknown. To examine these issues, data of self-reported trait impulsiveness, as assessed using the Barratt Impulsiveness Scale (BIS-II), 5-min resting RSA, and response accuracy (ACC) on a modified Go/NoGo task were collected from 132 college students. Results indicated that ACC of NoGo condition on the Go/NoGo task was negatively correlated with BIS motor and BIS total. Trait motor impulsiveness negatively predicted ACC of NoGo condition on the Go/NoGo task in the low resting RSA group but not in the high resting RSA group. This finding suggests that cardiac vagal tone could moderate the association between trait impulsiveness, especially motor impulsiveness, and deficits of response inhibition.
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Affiliation(s)
- Wanying Xing
- Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, Shaanxi Key Research Center for Children Mental and Behavioral Health, School of Psychology, Shaanxi Normal University, China
| | - Wei Lü
- Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, Shaanxi Key Research Center for Children Mental and Behavioral Health, School of Psychology, Shaanxi Normal University, China.
| | - Zhenhong Wang
- Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, Shaanxi Key Research Center for Children Mental and Behavioral Health, School of Psychology, Shaanxi Normal University, China.
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