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Miller AA, Nakajima M, DeAngelis BN, Hatsukami DK, al'Absi M. Nicotine addiction and the influence of life adversity and acute stress on PYY: Prediction of early smoking relapse. Pharmacol Res Perspect 2024; 12:e70016. [PMID: 39315578 PMCID: PMC11420658 DOI: 10.1002/prp2.70016] [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: 08/11/2024] [Accepted: 09/03/2024] [Indexed: 09/25/2024] Open
Abstract
Early life adversity (ELA) is associated with earlier initiation and maintenance of tobacco smoking and with a greater risk of subsequent relapse. There is growing evidence that appetite hormones, including peptide YY (PYY), which modulates craving and satiety responses, play a role in stress and addiction processes. This study employed a quasi-experimental design to examine the association between ELA and circulating PYY stress responses in smokers and nonsmokers (N = 152, ages 19-73 years) to examine the effects of nicotine addiction. Smokers initiated a quit attempt as part of the study and were classified as either abstinent smokers or relapsed smokers based on their nicotine use during the follow-up period. PYY levels were measured at five timepoints during three lab sessions and compared between nonsmokers and the two smoking groups (abstainers, relapsers): while smokers were using nicotine ad libitum, 24 h after smokers initiated a quit attempt, and 4 weeks after smokers initiated a quit attempt. Multivariate analyses showed the main effects of time on PYY, which decreased over time within each session. The main effects of ELA during the first (ad libitum smoking) and second (24-h post-cessation for smokers) sessions indicated that experiencing ELA was associated with lower PYY. No systematic effect of nicotine addiction or relapse was observed in this study. These findings suggest that adults with higher ELA may experience lower PYY. Additional research is needed to further explore the role of PYY in stress and addiction processes.
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Affiliation(s)
- Amanda A. Miller
- Department of Family Medicine and Biobehavioral HealthUniversity of Minnesota Medical SchoolDuluthMinnesotaUSA
| | - Motohiro Nakajima
- Department of Family Medicine and Biobehavioral HealthUniversity of Minnesota Medical SchoolDuluthMinnesotaUSA
- Eikei University of HiroshimaHiroshimaJapan
| | - Briana N. DeAngelis
- Department of Family Medicine and Biobehavioral HealthUniversity of Minnesota Medical SchoolDuluthMinnesotaUSA
| | - Dorothy K. Hatsukami
- Department of Psychiatry & Behavioral SciencesUniversity of Minnesota Twin CitiesMinneapolisMinnesotaUSA
| | - Mustafa al'Absi
- Department of Family Medicine and Biobehavioral HealthUniversity of Minnesota Medical SchoolDuluthMinnesotaUSA
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2
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Sinha R. Stress and substance use disorders: risk, relapse, and treatment outcomes. J Clin Invest 2024; 134:e172883. [PMID: 39145454 PMCID: PMC11324296 DOI: 10.1172/jci172883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2024] Open
Abstract
Stress has long been associated with substance misuse and substance use disorders (SUDs). The past two decades have seen a surge in research aimed at understanding the underlying mechanisms driving this association. This Review introduces a multilevel "adaptive stress response" framework, encompassing a stress baseline, acute reaction, and recovery with return-to-homeostasis phase that occurs at varying response times and across domains of analysis. It also discusses evidence showing the disruption of this adaptive stress response in the context of chronic and repeated stressors, trauma, adverse social and drug-related environments, as well as with acute and chronic drug misuse and with drug withdrawal and abstinence sequelae. Subjective, cognitive, peripheral, and neurobiological disruptions in the adaptive stress response phases and their link to inflexible, maladaptive coping; increased craving; relapse risk; and maintenance of drug intake are also presented. Finally, the prevention and treatment implications of targeting this "stress pathophysiology of addiction" are discussed, along with specific aspects that may be targeted in intervention development to rescue stress-related alterations in drug motivation and to improve SUD treatment outcomes.
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Sonbol HM, Metwally El-Sayed M, Taha SM, Abdelwahab Khedr M, El-Ashry AM, Abd Elhay ES. Effectiveness of a spiritual adaptation of cognitive behavioural therapy in improving resilience, self-esteem and spirituality among clients with opioid use disorder: A quasi-experimental study. J Psychiatr Ment Health Nurs 2024. [PMID: 39099304 DOI: 10.1111/jpm.13089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 06/18/2024] [Accepted: 07/19/2024] [Indexed: 08/06/2024]
Abstract
WHAT IS KNOWN ON THE SUBJECT?: Opioid use disorder (OUD) is a prevalent problem among Egyptian youth, and achieving recovery and abstinence is challenging. Cognitive behavioural therapy (CBT), a well-known approach, can be particularly beneficial when it addresses psychological aspects such as resilience and self-esteem. WHAT DOES THE PAPER ADD TO EXISTING KNOWLEDGE?: Our research is recognized as a trailblazer in integrating a spiritual adaptation of CBT with spiritual elements for treating patients with OUD in the Egyptian context. This innovative approach marks a significant advancement in the field. The study found a statistically significant increase in the mean scores of resilience, self-esteem, and spirituality (p < .001 each) following the spiritual adaptation of CBT sessions compared to the control group. WHAT ARE THE IMPLICATIONS FOR PRACTICE?: The findings can guide psychiatrists and nurses in providing more comprehensive and effective care to patients with OUD by incorporating a spiritual adaptation of CBT with spiritual components into treatment plans. ABSTRACT INTRODUCTION: Opioid use disorder (OUD) is a prevalent problem among Egyptian youth, and achieving recovery and abstinence is challenging. Cognitive behavioural therapy (CBT), a well-known approach, can be particularly beneficial when it addresses psychological aspects such as resilience, self-esteem and spirituality. AIM This study aimed to evaluate the effectiveness of a spiritual adaptation of CBT in enhancing these factors among clients with OUD. METHODS A quasi-experimental study with a control group was conducted using a pretest-posttest design. The study included 49 clients with OUD and 46 clients in the control group. The Rosenberg Self-Esteem Scale-Modified Arabic Version, Daily Spiritual Experience Scale, and the Connor-Davidson Resilience Scale were used as measurement tools. CBT was delivered in 60-min group sessions. After 3 months, the questionnaires were re-administered to evaluate the effectiveness of a spiritual adaptation of CBT sessions. RESULTS The study found a statistically significant increase in the mean scores of resilience, self-esteem and spirituality (p < .001 each) following a spiritual adaptation of CBT sessions compared to the control group. DISCUSSION A spiritual adaptation of CBT effectively enhanced resilience, self-esteem and spirituality in clients with OUD. IMPLICATIONS FOR PRACTICE Understanding the effectiveness of a spiritual adaptation of CBT in enhancing resilience, self-esteem and spirituality can enable psychiatrists and nurses to provide more comprehensive and effective care to patients with OUD.
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Affiliation(s)
| | - Mona Metwally El-Sayed
- Assistant Professor of Psychiatric Nursing and Mental Health, Faculty of Nursing, Alexandria University, Alexandria, Egypt
| | - Samah Mohamed Taha
- Assistant Professor of Psychiatric Nursing and Mental Health, Faculty of Nursing, Mansoura University, Mansoura, Egypt
| | - Mahmoud Abdelwahab Khedr
- Department of Nursing, College of Applied Medical Sciences, Hafr Albatin University, Hafr Albatin, Saudi Arabia
| | - Ayman Mohamed El-Ashry
- Assistant Professor of Psychiatric Nursing and Mental Health, Faculty of Nursing, Alexandria University, Alexandria, Egypt
- Lecturer of Psychiatric Nursing and Mental Health, Faculty of Nursing, Alexandria University, Alexandria, Egypt
| | - Eman Sameh Abd Elhay
- Assistant Professor of Psychiatric Nursing and Mental Health, Faculty of Nursing, Mansoura University, Mansoura, Egypt
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Larra MF, Gajewski PD, Getzmann S, Wascher E, Metzler Y. Stress from early life to adulthood: Is there a protective role of cognitive control? Brain Cogn 2024; 178:106165. [PMID: 38759431 DOI: 10.1016/j.bandc.2024.106165] [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: 01/15/2024] [Revised: 03/31/2024] [Accepted: 04/26/2024] [Indexed: 05/19/2024]
Abstract
Early life events can have long-lasting effects that may impact the quality of life into adulthood. The link between childhood adversities and adult mental and physical health is well documented, however, the underlying mechanisms remain poorly understood. Executive functions are assumed to be a key factor in successfully dealing with cognitive-emotional challenges thereby contributing to stress resilience and mental health across the lifespan. Here, we examined whether cognitive control moderates the link between early life adversity and depression. Data was available from a sample of 424 participants aged 20-70 years (Clinicaltrials.gov: NCT05155397). They performed in the Stroop task and behavior as well as frontal theta power were recorded. Negative childhood experiences were assessed with the Childhood Trauma Questionnaire (CTQ), chronic stress was measured with the Trier Inventory for Chronic Stress (TICS) and depression symptoms with Beck's Depression Inventory (BDI). The CTQ predicted symptoms of chronic stress and depression. Regression models pointed to the TICS as a crucial mediator in the relationship between CTQ and BDI. However, parameters of cognitive control demonstrated a rather weak effect as moderators. These results indicate that chronic stress is an important mediator linking childhood trauma to depression but suggest only a limited role for cognitive control.
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Affiliation(s)
- Mauro F Larra
- IfADo - Leibniz Research Centre for Working Environment and Human Factors, Department of Ergonomics, Dortmund, Germany.
| | - Patrick D Gajewski
- IfADo - Leibniz Research Centre for Working Environment and Human Factors, Department of Ergonomics, Dortmund, Germany
| | - Stephan Getzmann
- IfADo - Leibniz Research Centre for Working Environment and Human Factors, Department of Ergonomics, Dortmund, Germany
| | - Edmund Wascher
- IfADo - Leibniz Research Centre for Working Environment and Human Factors, Department of Ergonomics, Dortmund, Germany; German Center for Mental Health (DZPG), partner site Bochum/Marburg, Germany
| | - Yannick Metzler
- IfADo - Leibniz Research Centre for Working Environment and Human Factors, Department of Ergonomics, Dortmund, Germany
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Gao Y, Liu J, Liu X, Wang Y, Qiu S. Dimensions of family stress and repetitive nonsuicidal self-injury in adolescence: Examining the interactive effects of impulsivity and emotion dysregulation. CHILD ABUSE & NEGLECT 2024; 152:106804. [PMID: 38636157 DOI: 10.1016/j.chiabu.2024.106804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 10/16/2023] [Accepted: 04/12/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Repetitive non-suicidal self-injury (R-NSSI) in adolescence represents a significant risk factor for suicide. Although exposure to family stress is robustly associated with the risk of non-suicidal self-injury (NSSI), studies have not examined the potential mechanisms linking different forms of family stress and R-NSSI. OBJECTIVE This study examined how unique dimensions of family stress (threat and deprivation) relate to R-NSSI via interactions between impulsivity and emotion dysregulation. PARTICIPANTS AND SETTING The current sample included 3801 middle-school adolescents (42.2 % girls, Mage = 13.21 years). METHODS We conducted a two-wave study with 6-month intervals. Participants completed self-report measures assessing family stress, impulsivity, emotion dysregulation, and NSSI. RESULTS Moderate mediation analyses showed that threat was indirectly associated with NSSI frequency through the interaction of impulsivity and emotion dysregulation in the R-NSSI group and indirectly through impulsivity in the occasional NSSI (O-NSSI) group. Deprivation did not predict subsequent NSSI frequency in either group. CONCLUSIONS These findings lend empirical support to dimensional models of adversity and suggest that adolescents who experience threat-related family stress may have greater impulsivity and are more likely to report R-NSSI in the context of emotion dysregulation.
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Affiliation(s)
- Yemiao Gao
- Institute of Developmental Psychology, Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Jinmeng Liu
- Institute of Developmental Psychology, Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Xia Liu
- Institute of Developmental Psychology, Faculty of Psychology, Beijing Normal University, Beijing, China.
| | - Yumeng Wang
- Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Shaojie Qiu
- Faculty of Psychology, Beijing Normal University, Beijing, China
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Hodges JS, DeAngelis BN, Borodovsky J, Budney A, al'Absi M. Impact of Early-Life Adversity on Cannabis Use: Exploring the Mediating and Moderating Effects of Chronic Pain. Cannabis Cannabinoid Res 2024. [PMID: 38498016 DOI: 10.1089/can.2023.0218] [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] [Indexed: 03/19/2024] Open
Abstract
Background: Although research suggests that early-life adversity (ELA) and cannabis use are linked, researchers have not established factors that mediate or modify this relationship. Identifying such factors could help in developing targeted interventions. We explored chronic pain as a potential mediator or moderator of this relationship. Methods: Using an online study, we collected cross-sectional data about ELA, cannabis use, and chronic pain to test whether ELA (adverse childhood experiences total score) is associated with cannabis use, and to examine pain as a potential mediator or moderator. Cannabis use was examined two ways: times used per day, and categorized as non-, some, or regular use. Chronic pain was measured as present/absent and as the number of painful body locations (0-8). Analyses used linear and multinomial regression. Results: ELA, chronic pain, and cannabis use were common among respondents. ELA was strongly associated with both measures of cannabis use. The number of painful body locations modestly mediated the association of ELA with cannabis use, reducing the magnitude of regression coefficients by about 1/7. The number of painful body locations modified the association between ELA and cannabis use (p≤0.006), while chronic pain presence/absence (a less-informative measure) had only a nonsignificant modification effect (p≥0.10). When either ELA or pain was high, the other was not associated with cannabis use; when either ELA or pain was low, more painful locations or higher ELA (respectively) was associated with more intense cannabis use. Conclusion: These exploratory findings suggest the importance of ELA and chronic pain as factors contributing to cannabis use, and of accounting for these factors in developing treatment and prevention strategies addressing cannabis use.
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Affiliation(s)
- James S Hodges
- Division of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Briana N DeAngelis
- Department of Family Medicine and BioBehavioral Health, University of Minnesota Medical School, Duluth, Minnesota, USA
| | - Jacob Borodovsky
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Alan Budney
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Mustafa al'Absi
- Department of Family Medicine and BioBehavioral Health, University of Minnesota Medical School, Duluth, Minnesota, USA
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Ortega LA, Aragon-Carvajal DM, Cortes-Corso KT, Forero-Castillo F. Early developmental risks for tobacco addiction: A probabilistic epigenesis framework. Neurosci Biobehav Rev 2024; 156:105499. [PMID: 38056543 DOI: 10.1016/j.neubiorev.2023.105499] [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: 07/03/2023] [Revised: 11/23/2023] [Accepted: 12/01/2023] [Indexed: 12/08/2023]
Abstract
Considerable progress has been made in elucidating the relationships between early life psychobiological and environmental risk factors and the development of tobacco addiction. However, a comprehensive understanding of the heterogeneity in tobacco addiction phenotypes requires integrating research findings. The probabilistic epigenesis meta-theory offers a valuable framework for this integration, considering systemic, multilevel, developmental, and evolutionary perspectives. In this paper, we critically review relevant research on early developmental risks associated with tobacco addiction and highlight the integrative heuristic value of the probabilistic epigenesis framework for this research. For this, we propose a four-level systems approach as an initial step towards integration, analyzing complex interactions among different levels of influence. Additionally, we explore a coaction approach to examine key interactions between early risk factors. Moreover, we introduce developmental pathways to understand interindividual differences in tobacco addiction risk during development. This integrative approach holds promise for advancing our understanding of tobacco addiction etiology and informing potentially effective intervention strategies.
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Affiliation(s)
- Leonardo A Ortega
- Facultad de Psicologia, Fundacion Universitaria Konrad Lorenz, Colombia.
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Pagani LS, Harandian K, Necsa B, Harbec MJ. Prospective Associations between Maternal Depressive Symptoms during Early Infancy and Growth Deficiency from Childhood to Adolescence. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:7117. [PMID: 38063547 PMCID: PMC10706675 DOI: 10.3390/ijerph20237117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/20/2023] [Accepted: 11/22/2023] [Indexed: 12/18/2023]
Abstract
Maternal health represents an important predictor of child development; yet it often goes unnoticed during pediatric visits. Previous work suggests that mental state affects parenting. The relationship between infant exposure to maternal depressive symptoms suggests conflicting findings on physical growth. Body mass index (BMI) has not been rigorously examined across development. Using a prospective-longitudinal birth cohort of 2120 infants (50.7% boys), we estimated the prospective relationship between symptoms of maternal depressive symptoms at 5 months postpartum and later BMI in typically developing children. We hypothesized that maternal depressive symptom severity would predict later BMI through to adolescence. Mothers self-reported depressive symptoms at 5 months. Child BMI was measured by a trained research assistant at ages 6, 8, 10, 13, and 15 years. We estimated a series of sex-stratified regressions in which BMI was linearly regressed on maternal symptoms, while controlling for potential pre-existing/concurrent individual and family confounding factors. Boys born to mothers with more severe depressive symptoms at age 5 months had a significantly lower BMI than other boys at subsequent ages. There were no such associations observed for girls. Maternal depressive symptoms were prospectively associated with later BMI for sons and not daughters, predicting risk of faltering in growth through to adolescence. Health practitioners should routinely assess maternal psychological functioning during pediatric visits to optimize parent and child flourishment.
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Affiliation(s)
- Linda S Pagani
- School of Psycho-Education, University of Montreal, Montreal, QC H3C 3J7, Canada
- School Environment Research Group, University of Montreal, Montreal, QC H3C 3J7, Canada
- Sainte-Justine's Pediatric Hospital Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada
| | - Kianoush Harandian
- School of Psycho-Education, University of Montreal, Montreal, QC H3C 3J7, Canada
- School Environment Research Group, University of Montreal, Montreal, QC H3C 3J7, Canada
| | - Beatrice Necsa
- School of Psycho-Education, University of Montreal, Montreal, QC H3C 3J7, Canada
- School Environment Research Group, University of Montreal, Montreal, QC H3C 3J7, Canada
| | - Marie-Josée Harbec
- Institut National de Santé Publique du Québec, Montreal, QC H2P 1E2, Canada
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Li X, Xu M, Wang Z. Childhood trauma, intraindividual reaction time variability, baseline respiratory sinus arrhythmia, and perceived relapse tendency among males with substance use disorders. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2023; 49:827-838. [PMID: 38078873 DOI: 10.1080/00952990.2023.2289006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 11/25/2023] [Indexed: 12/18/2023]
Abstract
Background: People with substance use disorders (SUDs) who have experienced serious childhood trauma may have executive function impairments contributing to relapse. Baseline respiratory sinus arrhythmia (RSA) reflects physiological regulation capacity, which has been found to buffer the negative effects of childhood trauma. Baseline RSA has also been found to be related to intraindividual reaction time variability (IIRTV), which is an index of executive function.Objectives: The present study examined the relationship between childhood trauma and perceived relapse tendency, the mediation role of IIRTV, and the moderation role of baseline RSA.Methods: The study is cross-sectional, a total of 110 males with SUDs participated (Mage = 46.45 years, SD = 11.24). The Childhood Trauma Questionnaire and Intention to Rehabilitate Questionnaire were used to assess childhood trauma and perceived relapse tendency, the two-choice oddball task was used to measure IIRTV, and electrocardiogram (ECG) data were collected to obtain baseline RSA.Results: IIRTV mediated the relationship between childhood trauma and perceived relapse tendency (Coeff = 0.049, Boot CI [0.004, 0.121]); interaction of childhood trauma and Baseline RSA negatively influences IIRTV (β = -0.208, t = -2.022, p = .046).Conclusion: The results suggest that males with SUDs who have experienced serious childhood trauma may have executive function impairments that contribute to relapse, and baseline RSA may buffer the negative effect of childhood trauma on IIRTV. These findings suggest that the prevention of relapse through cognitive enhancement can be complemented by the enhancement of physiological regulation.
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Affiliation(s)
- Xin Li
- School of Psychology, Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Shaanxi Normal University, Xi'an, China
| | - Mengsi Xu
- School of Psychology, Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Shaanxi Normal University, Xi'an, China
| | - Zhenhong Wang
- School of Psychology, Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Shaanxi Normal University, Xi'an, China
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Deckers C, Karbalaei R, Miles NA, Harder EV, Witt E, Harris EP, Reissner K, Wimmer ME, Bangasser DA. Early resource scarcity causes cortical astrocyte enlargement and sex-specific changes in the orbitofrontal cortex transcriptome in adult rats. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.01.547315. [PMID: 37425737 PMCID: PMC10327175 DOI: 10.1101/2023.07.01.547315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Astrocyte morphology affects function, including the regulation of glutamatergic signaling. This morphology changes dynamically in response to the environment. However, how early life manipulations alter adult cortical astrocyte morphology is underexplored. Our lab uses brief postnatal resource scarcity, the limited bedding and nesting (LBN) manipulation, in rats. We previously found that LBN promotes later resilience to adult addiction-related behaviors, reducing impulsivity, risky decision-making, and morphine self-administration. These behaviors rely on glutamatergic transmission in the medial orbitofrontal (mOFC) and medial prefrontal (mPFC) cortex. Here we tested whether LBN changed astrocyte morphology in the mOFC and mPFC of adult rats using a novel viral approach that, unlike traditional markers, fully labels astrocytes. Prior exposure to LBN causes an increase in the surface area and volume of astrocytes in the mOFC and mPFC of adult males and females relative to control-raised rats. We next used bulk RNA sequencing of OFC tissue to assess transcriptional changes that could increase astrocyte size in LBN rats. LBN caused mainly sex-specific changes in differentially expressed genes. However, Park7, which encodes for the protein DJ-1 that alters astrocyte morphology, was increased by LBN across sex. Pathway analysis revealed that OFC glutamatergic signaling is altered by LBN in males and females, but the gene changes in that pathway differed across sex. This may represent a convergent sex difference where glutamatergic signaling, which affects astrocyte morphology, is altered by LBN via sex-specific mechanisms. Collectively, these studies highlight that astrocytes may be an important cell type that mediates the effect of early resource scarcity on adult brain function.
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Affiliation(s)
- Claire Deckers
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia
| | - Reza Karbalaei
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia
| | - Nylah A Miles
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia
| | - Eden V Harder
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Emily Witt
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Erin P Harris
- Neuroscience Institute, Georgia State University, Atlanta
- Center for Behavioral Neuroscience, Georgia State University, Atlanta
| | - Kathryn Reissner
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Mathieu E Wimmer
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia
| | - Debra A Bangasser
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia
- Neuroscience Institute, Georgia State University, Atlanta
- Center for Behavioral Neuroscience, Georgia State University, Atlanta
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11
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Schaffer J, Fogelman N, Seo D, Sinha R. Chronic pain, chronic stress and substance use: overlapping mechanisms and implications. FRONTIERS IN PAIN RESEARCH 2023; 4:1145934. [PMID: 37415830 PMCID: PMC10320206 DOI: 10.3389/fpain.2023.1145934] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 06/05/2023] [Indexed: 07/08/2023] Open
Abstract
Chronic pain is among the most common reasons adults in the U.S. seek medical care. Despite chronic pain's substantial impact on individuals' physical, emotional, and financial wellness, the biologic underpinnings of chronic pain remain incompletely understood. Such deleterious impact on an individuals' wellness is also manifested in the substantial co-occurrence of chronic stress with chronic pain. However, whether chronic stress and adversity and related alcohol and substance misuse increases risk of developing chronic pain, and, if so, what the overlapping psychobiological processes are, is not well understood. Individuals suffering with chronic pain find alleviation through prescription opioids as well as non-prescribed cannabis, alcohol, and other drugs to control pain, and use of these substances have grown significantly. Substance misuse also increases experience of chronic stress. Thus, given the evidence showing a strong correlation between chronic stress and chronic pain, we aim to review and identify overlapping factors and processes. We first explore the predisposing factors and psychologic features common to both conditions. This is followed by examining the overlapping neural circuitry of pain and stress in order to trace a common pathophysiologic processes for the development of chronic pain and its link to substance use. Based on the previous literature and our own findings, we propose a critical role for ventromedial prefrontal cortex dysfunction, an overlapping brain area associated with the regulation of both pain and stress that is also affected by substance use, as key in the risk of developing chronic pain. Finally, we identify the need for future research in exploring the role of medial prefrontal circuits in chronic pain pathology. Critically, in order to alleviate the enormous burden of chronic pain without exacerbating the co-occurring substance misuse crisis, we emphasize the need to find better approaches to treat and prevent chronic pain.
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Affiliation(s)
| | | | | | - R. Sinha
- Department of Psychiatry and the Yale Stress Center, Yale University School of Medicine, New Haven, CT, United States
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12
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Lee SY, Vergara-Lopez C, Bublitz MH, Gaffey AE, D’Angelo C, Stroud LR. Adolescent girls' cardiovascular responses to peer rejection: exploring the impact of early life stress. J Behav Med 2023; 46:451-459. [PMID: 36334168 PMCID: PMC10160243 DOI: 10.1007/s10865-022-00366-7] [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: 02/24/2022] [Accepted: 09/13/2022] [Indexed: 11/09/2022]
Abstract
Detrimental effects of early life stress on cardiovascular health are evident in adolescence. Cardiovascular reactivity and recovery in response to interpersonal stress may be a mechanism. This study aimed to evaluate if adolescent girls with higher early life stress demonstrated greater cardiovascular reactivity and slower recovery to peer rejection. A sample of 92 adolescent girls (age: M = 13.24) self-reported early life stressors. Systolic blood pressure (SBP), diastolic blood pressure (DBP), and heart rate (HR) were continuously measured before, during, and after a laboratory peer rejection paradigm. Counter to hypotheses, adolescent girls with higher early life stress had lower, not higher, HR during the recovery period. Early life stress was not associated with SBP or DBP recovery. Additionally, early life stress was not associated with SBP, DBP, or HR reactivity. Future research is needed to assess if blunted cardiovascular reactivity to interpersonal rejection during adolescence is a mechanism linking early life stress and later cardiovascular disease risk in women.
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Affiliation(s)
- Sharon Y. Lee
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University
- Center for Behavioral and Preventive Medicine, The Miriam Hospital
| | - Chrystal Vergara-Lopez
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University
- Center for Behavioral and Preventive Medicine, The Miriam Hospital
| | - Margaret H. Bublitz
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University
- Department of Medicine, Warren Alpert Medical School, Brown University
- Women’s Medicine Collaborative, The Miriam Hospital
| | - Allison E. Gaffey
- Yale School of Medicine, Department of Internal Medicine (Cardiovascular Medicine)
- VA Connecticut Healthcare System
| | - Christina D’Angelo
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University
- Bradley Hasbro Children’s Research Center, Rhode Island/Hasbro Children’s Hospital
| | - Laura R. Stroud
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University
- Center for Behavioral and Preventive Medicine, The Miriam Hospital
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Keogh TM, Howard S, Gallagher S. Behavioural clusters characteristic of cardiovascular reactivity profiles relate to poorer health outcomes. Br J Health Psychol 2023; 28:513-531. [PMID: 36458587 DOI: 10.1111/bjhp.12638] [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: 07/20/2022] [Revised: 11/07/2022] [Accepted: 11/14/2022] [Indexed: 12/05/2022]
Abstract
OBJECTIVES Blunted cardiovascular reactivity is associated with a distinct behavioural profile of greater exposure to early life adversity, coupled with higher levels of behavioural disengagement and symptoms of depression. The present study sought to extend on this work by investigating if behavioural clusters with distinct patterns of reactivity were related to health and behavioural outcomes at baseline and at a 4-year follow-up. METHODS Hierarchical cluster analyses were conducted using longitudinal data drawn from the Midlife Development in the United States (MIDUS 2) Biomarker Project and the MIDUS 3 follow-up 4 years later. During MIDUS, 2 participants (N = 513) underwent a standardized stress testing protocol and had their blood pressure and heart rate monitored throughout. In addition, hierarchical cluster analyses were conducted on responses from measures of early life adversity, behavioural disengagement and depression. Binary logistic regressions were conducted to determine whether cluster membership was related to health and behavioural outcomes which were taken at both time points. RESULTS Three behavioural clusters emerged with statistically different blood pressure reactivity patterns. The cluster characterized by greater exposure to early life adversity, higher levels of behavioural disengagement and depressive symptoms, had relatively lower blood pressure reactivity patterns compared with both the exaggerated reactivity cluster and the cluster similar to the sample mean. In fully adjusted models, this cluster was associated with hypertension (p = .050) and depressed affect (p = .033), while Cluster 1 characteristic of an exaggerated blood pressure reactivity profile was associated with depressed affect (p < .001). Cluster membership did not significantly predict future health status. CONCLUSION This study extends research on behavioural clusters characteristic of reactivity profiles to demonstrate how they relate to health and behavioural outcomes during MIDUS 2.
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Affiliation(s)
- Tracey M Keogh
- Department of Psychology, Centre for Social Issues Research, Study of Anxiety, Stress and Health Laboratory, University of Limerick, Limerick, Ireland
- Health Research Institute, University of Limerick, Limerick, Ireland
| | - Siobhán Howard
- Department of Psychology, Centre for Social Issues Research, Study of Anxiety, Stress and Health Laboratory, University of Limerick, Limerick, Ireland
- Health Research Institute, University of Limerick, Limerick, Ireland
| | - Stephen Gallagher
- Department of Psychology, Centre for Social Issues Research, Study of Anxiety, Stress and Health Laboratory, University of Limerick, Limerick, Ireland
- Health Research Institute, University of Limerick, Limerick, Ireland
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14
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Efrati Y. Risk and protective factor profiles predict addictive behavior among adolescents. Compr Psychiatry 2023; 123:152387. [PMID: 37037172 DOI: 10.1016/j.comppsych.2023.152387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 03/17/2023] [Accepted: 04/04/2023] [Indexed: 04/12/2023] Open
Abstract
BACKGROUND AND AIMS Internet gaming disorder (IGD), compulsive sexual behavior (CSB), and problematic social network usage (PSNU) are prevalent disorders among adolescents. Research indicates an increase in the number of adolescents engaging in daily gaming, sex, and the use of social networks, as well as an increase in the number of adolescents diagnosed with these disorders. The current study aims to detect unique profiles of risk and protective factors and examine whether these profiles could explain the different severities of IGD, CSB, and PSNU among adolescents. METHOD The sample comprised 544 Jewish Israeli adolescents from the general community (age 14-18), who were asked about risk (childhood adversity, childhood trauma, depression, anxiety, stress, post-traumatic stress, self-concealment, internalized stigma) and protective (parent-adolescent communication,) factors and addictive behaviors (IGD, CSB, and PSNU). RESULTS Adolescents were classified into three different clusters based on their risk and protective factors: "at risk" (n = 48, 8.82%), "moderate" (n = 400, 73.53%), and "resilient" (n = 96, 17.65%). The "at risk" group had significantly greater severity of addictive behaviors (IGD, CSB, and PSNU) than did the "moderate" or "resilient" groups, and the "moderate" group had significantly greater severity of addictive behaviors than the "resilient" group. CONCLUSIONS The findings highlight the fact that protective and risk factor profiles are highly indicative of various addictive behaviors among adolescents. The current research expands knowledge about addictive behaviors by providing a more individualized approach to understanding addictive behaviors among adolescents.
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15
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Urban MM, Stingl MR, Meinhardt MW. Mini-review: The neurobiology of treating substance use disorders with classical psychedelics. Front Neurosci 2023; 17:1156319. [PMID: 37139521 PMCID: PMC10149865 DOI: 10.3389/fnins.2023.1156319] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 03/23/2023] [Indexed: 05/05/2023] Open
Abstract
The potential of psychedelics to persistently treat substance use disorders is known since the 1960s. However, the biological mechanisms responsible for their therapeutic effects have not yet been fully elucidated. While it is known that serotonergic hallucinogens induce changes in gene expression and neuroplasticity, particularly in prefrontal regions, theories on how specifically this counteracts the alterations that occur in neuronal circuitry throughout the course of addiction are largely unknown. This narrative mini-review endeavors to synthesize well-established knowledge from addiction research with findings and theories regarding the neurobiological effects of psychedelics to give an overview of the potential mechanisms that underlie the treatment of substance use disorders with classical hallucinogenic compounds and point out gaps in the current understanding.
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Affiliation(s)
- Marvin M. Urban
- Interdisciplinary Center for Neurosciences, University of Heidelberg, Heidelberg, Germany
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, United States
- *Correspondence: Marvin M. Urban,
| | - Moritz R. Stingl
- Interdisciplinary Center for Neurosciences, University of Heidelberg, Heidelberg, Germany
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, United States
| | - Marcus W. Meinhardt
- Institute of Psychopharmacology, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Department of Molecular Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
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16
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Williams AV, Flowers J, Coates KS, Ingram A, Hehn AT, Dupuis M, Wimmer ME, Venniro M, Bangasser DA. Early resource scarcity alters motivation for natural rewards in a sex- and reinforcer-dependent manner. Psychopharmacology (Berl) 2022; 239:3929-3937. [PMID: 36301314 PMCID: PMC9817039 DOI: 10.1007/s00213-022-06264-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 10/13/2022] [Indexed: 01/11/2023]
Abstract
RATIONALE Early life adversity impacts reward-related behaviors, including reward seeking for drugs of abuse. However, the effects of early stress on natural rewards, such as food and social rewards, which have strong implications for symptoms of psychiatric conditions such as major depressive disorder (MDD), are understudied. To fill this gap, we used the limited bedding and nesting (LBN) procedure to assess the impact of early resource scarcity on motivational drive for both food and social rewards in rats. METHODS Male and female Long Evans rats were reared in either an LBN environment, with limited nesting materials and no enrichment, from their postnatal day 2-9 or control environment with ample nesting materials and enrichment. As adults, they were tested for reward-seeking behavior on progressive ratio operant tasks: food reward (sucrose) or social reward (access to a same-sex/age conspecific). RESULTS We observed sex differences in the impact of LBN on motivation for natural rewards. In males, LBN increased motivation for both a sucrose and social reward. In females, LBN reduced motivation for sucrose but had no effect on social reward. CONCLUSIONS These results suggest that the effects of LBN on motivation for natural rewards are both sex- and reinforcer-dependent, with males and females showing differential motivation for food and social rewards following early scarcity. Our previous data revealed an LBN-driven reduction in motivation for morphine in males and no effect in females, highlighting the reinforcer-dependent impact of early resource scarcity on motivated behavior more widely.
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Affiliation(s)
- Alexia V Williams
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA
| | - James Flowers
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA
| | - Kennedy S Coates
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA
| | - Atiba Ingram
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA
| | - Alexandra T Hehn
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA
| | - Molly Dupuis
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA
| | - Mathieu E Wimmer
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA
| | - Marco Venniro
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Debra A Bangasser
- Department of Psychology and Neuroscience Program, Temple University, Philadelphia, PA, 19122, USA.
- Neuroscience Institute, Georgia State University, GA, 30303-5030, Atlanta, USA.
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17
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McLoughlin E, Arnold R, Freeman P, Turner JE, Roberts GA, Fletcher D, Slavich GM, Moore LJ. Lifetime Stressor Exposure and Psychophysiological Reactivity and Habituation to Repeated Acute Social Stressors. JOURNAL OF SPORT & EXERCISE PSYCHOLOGY 2022; 44:427-438. [PMID: 36450294 PMCID: PMC9731321 DOI: 10.1123/jsep.2022-0196] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 10/27/2022] [Accepted: 11/02/2022] [Indexed: 06/17/2023]
Abstract
This study addressed whether lifetime stressor exposure was associated with psychophysiological reactivity and habituation to a novel laboratory-based stressor. Eighty-six participants (Mage = 23.31 years, SD = 4.94) reported their exposure to lifetime non-sport and sport-specific stressors before completing two consecutive trials of the Trier Social Stress Test, while cardiovascular (i.e., heart rate) and endocrine (i.e., salivary cortisol) data were recorded. Exposure to a moderate number of lifetime non-sport and sport-specific stressors was associated with adaptive cardiovascular reactivity, whereas very low or very high stressor exposure was related to maladaptive reactivity. Moreover, experiencing a very low number of lifetime non-sport (but not sport-specific) stressors was associated with poorer habituation. In contrast, lifetime stressor severity was unrelated to cardiovascular reactivity. Finally, greater lifetime non-sport and sport-specific stressor counts were associated with blunted cortisol reactivity and poorer habituation. These results suggest that lifetime stressor exposure may influence sport performers' acute stress responses.
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Affiliation(s)
- Ella McLoughlin
- Department for Health, University of Bath, Bath,United Kingdom
| | - Rachel Arnold
- Department for Health, University of Bath, Bath,United Kingdom
| | - Paul Freeman
- School of Sport, Rehabilitation, and Exercise Sciences, University of Essex, Essex,United Kingdom
| | - James E Turner
- Department for Health, University of Bath, Bath,United Kingdom
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham,United Kingdom
| | | | - David Fletcher
- School of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough,United Kingdom
| | - George M Slavich
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA,USA
| | - Lee J Moore
- Department for Health, University of Bath, Bath,United Kingdom
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18
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Huhn AS, Ellis JD. Commentary on Zolopa et al.: Trauma as an impediment to successful aging and a precipitant of opioid and stimulant use among older adults. Addiction 2022; 117:2189-2190. [PMID: 35352411 PMCID: PMC9542171 DOI: 10.1111/add.15877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 03/16/2022] [Indexed: 11/26/2022]
Affiliation(s)
- Andrew S. Huhn
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMDUSA
| | - Jennifer D. Ellis
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMDUSA
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19
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Efrati Y, Goldman K, Levin K, Rosca P. Early-life trauma, negative and positive life events, compulsive sexual behavior disorder and risky sexual action tendencies among young women with substance use disorder. Addict Behav 2022; 133:107379. [PMID: 35659693 DOI: 10.1016/j.addbeh.2022.107379] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 04/25/2022] [Accepted: 05/25/2022] [Indexed: 11/01/2022]
Abstract
Although significant advances have been made in the field to date, gender-based issues for women remain a neglected area in much of substance abuse research. In the current study we examined two gaps in the literature: the co-occurrence of compulsive sexual behavior disorder (CSBD) and risky sexual action tendencies among women with substance use disorders (SUDs), and their shared antecedents in the form of early life adversity and negative life events. The sample comprised 132 women of whom 62 had substance use disorder (drug and alcohol) and 70 were healthy controls. Each participant completed self-report measures of drug abuse and alcoholism, compulsive sexual behavior disorder and risky sexual action tendencies as well as early-life trauma and negative and positive life events. Results indicate that young women with substance use disorder have higher compulsive sexual behavior disorder symptoms and more prevalent risky sexual action tendencies than controls. Compulsive sexual behavior was also found to mediate the association between substance use and risky sexual action tendencies. In addition, all addictive behaviors were linked with emotional abuse at childhood but not with other types of abuse. Conversely, negative life events in adulthood were only linked with CSBD and not with substance use. The findings provide deeper insights into the comorbidity of addictive behaviors and an opportunity for developing more effective treatments for women who suffer from these addictions.
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20
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Keogh TM, Howard S, Gallagher S, Ginty AT. Cluster analysis reveals distinct patterns of childhood adversity, behavioral disengagement, and depression that predict blunted heart rate reactivity to acute psychological stress. Ann Behav Med 2022; 57:61-73. [PMID: 35568985 PMCID: PMC9773378 DOI: 10.1093/abm/kaac019] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND There is considerable evidence documenting associations between early life adversity, behavioral disengagement, and depression with blunted cardiovascular reactivity to acute psychological stress. However, while often examined as independent predictors, it is also likely that a combination of these factors uniquely relate to cardiovascular reactivity. PURPOSE The present study employed multivariate cluster analysis to examine if distinct combinations of these outcomes relate to cardiovascular stress reactivity. METHODS Participants (N = 467) were predominantly female (60.6%) with a mean age of 19.30 years (SD = 0.82). Measures of early life adversity, behavioral disengagement, and depression were completed; in addition, participants had their blood pressure and heart rate monitored throughout a standardized stress testing session. Cardiovascular reactivity was calculated as the difference between mean stress and mean baseline cardiovascular values. RESULTS Analyses revealed two clusters with distinct patterns of exposure to early life adversity, levels of behavioral disengagement and depression, uniquely related to cardiovascular reactivity. In unadjusted models, Cluster 1 that was characterized by greater exposure to early life adversity, higher levels of behavioral disengagement and depression, was associated with lower systolic blood pressure (SBP), diastolic blood pressure (DBP), and heart rate (HR) reactivity. Cluster 2 was characterized by reactivity values similar to the sample means. In fully adjusted models, Cluster 1 predicted heart rate reactivity to stress. CONCLUSIONS The present study identifies a behavioral cluster that is characteristic of a blunted heart rate reactivity profile, significantly extending the research in this area.
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Affiliation(s)
| | - Siobhán Howard
- Department of Psychology, Centre for Social Issues Research, Study of Anxiety, Stress and Health Laboratory, University of Limerick, Limerick, Ireland,Health Research Institute, University of Limerick, Castletroy, Limerick, Ireland
| | - Stephen Gallagher
- Department of Psychology, Centre for Social Issues Research, Study of Anxiety, Stress and Health Laboratory, University of Limerick, Limerick, Ireland,Health Research Institute, University of Limerick, Castletroy, Limerick, Ireland
| | - Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
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21
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Counts CJ, Ginty AT, Larsen JM, Kampf TD, John-Henderson NA. Childhood Trauma and Cortisol Reactivity: An Investigation of the Role of Task Appraisals. Front Psychol 2022; 13:803339. [PMID: 35478771 PMCID: PMC9035543 DOI: 10.3389/fpsyg.2022.803339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 03/21/2022] [Indexed: 11/15/2022] Open
Abstract
Background Childhood adversity is linked to adverse health in adulthood. One posited mechanistic pathway is through physiological responses to acute stress. Childhood adversity has been previously related to both exaggerated and blunted physiological responses to acute stress, however, less is known about the psychological mechanisms which may contribute to patterns of physiological reactivity linked to childhood adversity. Objective In the current work, we investigated the role of challenge and threat stress appraisals in explaining relationships between childhood adversity and cortisol reactivity in response to an acute stressor. Methods Undergraduate students (n = 81; 61% female) completed an online survey that included general demographic information and the Risky Families Questionnaire 24 h before a scheduled lab visit. In the lab, a research assistant collected a baseline salivary cortisol sample. Following the baseline period, participants were read instructions for the Trier Social Stress Test (TSST), a validated psychological lab stressor. Next, they completed a challenge vs. threat task appraisal questionnaire and completed the speech and math portion of the TSST. Twenty minutes following the start of the TSST, a second salivary sample was collected to measure changes in salivary cortisol following the TSST. Results Linear regression analyses adjusted for age, sex, childhood socioeconomic status (SES), and baseline cortisol levels, showed childhood adversity associated with changes in cortisol levels [B = –0.29 t(73) = –2.35, p = 0.02, R2=0.07]. Linear regression analyses controlling for age, sex, and childhood SES showed childhood adversity associated with both challenge [B = –0.52 t(74) = –5.04, p < 0.001, R2=0.24] and threat [B = 0.55 t(74) = 5.40, p < 0.001, R2=0.27] appraisals. Significant indirect effects of childhood trauma on cortisol reactivity were observed through challenge appraisals [B = –0.01 (95% confidence interval = –0.02, –0.003)], and threat appraisals [B = –0.01 (95% confidence interval = –0.01, –0.003)]. Conclusion Childhood adversity may contribute to blunted cortisol reactivity, a pattern of response which is linked to obesity, addiction, and other behavior-related diseases. Our findings suggest that this relationship is in part a product of stress appraisals.
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Affiliation(s)
| | - Annie T. Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
| | | | | | - Neha A. John-Henderson
- Montana State University, Bozeman, MT, United States
- *Correspondence: Neha A. John-Henderson,
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22
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Ginty AT, Tyra AT, Young DA, Brindle RC, de Rooij SR, Williams SE. Cardiovascular reactions to acute psychological stress and academic achievement. Psychophysiology 2022; 59:e14064. [PMID: 35353904 PMCID: PMC9541813 DOI: 10.1111/psyp.14064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 01/12/2022] [Accepted: 03/09/2022] [Indexed: 11/30/2022]
Abstract
Cardiovascular reactions to acute psychological stress have been associated with cognitive function. However, previous work has assessed cardiovascular reactions and cognitive function in the laboratory at the same time. The present study examined the association between cardiovascular reactions to acute psychological stress in the laboratory and academic performance in final year high school students. Heart rate, blood pressure, stroke volume, and cardiac output reactions to an acute psychological stress task were measured in 131 participants during their final year of high school. Performance on high school A‐levels were obtained the following year. Higher heart rate and cardiac output reactivity were associated with better A‐level performance. These associations were still statistically significant after adjusting for a wide range of potentially confounding variables. The present results are consistent with a body of literature suggesting that higher heart rate reactions to acute psychological stress are associated with better cognitive performance across a variety of domains. The present study is the first to examine the associations between cardiovascular reactions to stress in the laboratory and academic achievement. Additionally, it is the first to examine a more comprehensive hemodynamic profile of cardiovascular reactivity (e.g., cardiac output) with cognitive function. The present results are consistent with a body of literature suggesting that higher heart rate reactions to acute psychological stress are associated with better cognitive performance across a variety of domains.
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Affiliation(s)
- Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, Texas, USA
| | - Alexandra T Tyra
- Department of Psychology and Neuroscience, Baylor University, Waco, Texas, USA
| | - Danielle A Young
- Department of Psychology and Neuroscience, Baylor University, Waco, Texas, USA
| | - Ryan C Brindle
- Department of Cognitive and Behavioral Science & Neuroscience Program, Washington and Lee University, Lexington, Virginia, USA
| | - Susanne R de Rooij
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
| | - Sarah E Williams
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, UK
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23
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Banihashemi L, Peng CW, Rangarajan A, Karim HT, Wallace ML, Sibbach BM, Singh J, Stinley MM, Germain A, Aizenstein HJ. Childhood Threat Is Associated With Lower Resting-State Connectivity Within a Central Visceral Network. Front Psychol 2022; 13:805049. [PMID: 35310241 PMCID: PMC8927539 DOI: 10.3389/fpsyg.2022.805049] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 02/09/2022] [Indexed: 11/25/2022] Open
Abstract
Childhood adversity is associated with altered or dysregulated stress reactivity; these altered patterns of physiological functioning persist into adulthood. Evidence from both preclinical animal models and human neuroimaging studies indicates that early life experience differentially influences stressor-evoked activity within central visceral neural circuits proximally involved in the control of stress responses, including the subgenual anterior cingulate cortex (sgACC), paraventricular nucleus of the hypothalamus (PVN), bed nucleus of the stria terminalis (BNST) and amygdala. However, the relationship between childhood adversity and the resting-state connectivity of this central visceral network remains unclear. To this end, we examined relationships between childhood threat and childhood socioeconomic deprivation, the resting-state connectivity between our regions of interest (ROIs), and affective symptom severity and diagnoses. We recruited a transdiagnostic sample of young adult males and females (n = 100; mean age = 27.28, SD = 3.99; 59 females) with a full distribution of maltreatment history and symptom severity across multiple affective disorders. Resting-state data were acquired using a 7.2-min functional magnetic resonance imaging (fMRI) sequence; noted ROIs were applied as masks to determine ROI-to-ROI connectivity. Threat was determined by measures of childhood traumatic events and abuse. Socioeconomic deprivation (SED) was determined by a measure of childhood socioeconomic status (parental education level). Covarying for age, race and sex, greater childhood threat was significantly associated with lower BNST-PVN, amygdala-sgACC and PVN-sgACC connectivity. No significant relationships were found between SED and resting-state connectivity. BNST-PVN connectivity was associated with the number of lifetime affective diagnoses. Exposure to threat during early development may entrain altered patterns of resting-state connectivity between these stress-related ROIs in ways that contribute to dysregulated neural and physiological responses to stress and subsequent affective psychopathology.
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Affiliation(s)
- Layla Banihashemi
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
- *Correspondence: Layla Banihashemi,
| | - Christine W. Peng
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Anusha Rangarajan
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - Helmet T. Karim
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - Meredith L. Wallace
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Statistics, University of Pittsburgh, Pittsburgh, PA, United States
| | - Brandon M. Sibbach
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jaspreet Singh
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA, United States
| | - Mark M. Stinley
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Anne Germain
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Howard J. Aizenstein
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
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Sexton HG, Olszewski NA, Risher ML. The Effects of Rosiglitazone on Task Specific Anxiety-Like Behavior and Novelty Seeking in a Model of Chronic Adolescent Unpredictable Stress. Front Behav Neurosci 2022; 16:830310. [PMID: 35221947 PMCID: PMC8874210 DOI: 10.3389/fnbeh.2022.830310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 01/20/2022] [Indexed: 12/02/2022] Open
Abstract
Adolescence is characterized as a period of increased social behavior, risk taking, and novelty seeking, partly due to ongoing maturation in critical brain areas and the hypothalamic-pituitary-adrenal (HPA) negative-feedback system. During this period there is heightened vulnerability to stress that can drive neuro-immune-endocrine remodeling, resulting in the emergence of maladaptive behaviors that increase susceptibility to alcohol and substance abuse. Here we used a rat model to investigate the impact of chronic adolescent unpredictable stress on a battery of behavioral measures to assess anxiety, novelty seeking, risk taking, depression, and voluntary ethanol consumption while determining whether the PPARγ agonist rosiglitazone can attenuate these effects. Adolescent female rats that experienced stress showed increased risk taking behavior and novelty seeking behavior with no change in ethanol consumption. The administration of rosiglitazone during stress induction attenuated stress-induced cortisol elevation, normalized risk taking behavior in a model anxiety, and attenuated novelty seeking in a task-specific manner. Depressive-like behavior was not impacted by adolescent unpredictable stress or the administration of rosiglitazone. The results from this study demonstrate that exposure to unpredictable stress during adolescence increases the prevalence of maladaptive behaviors that are known to increase susceptibility to alcohol and substance abuse, and that rosiglitazone may be an effective therapeutic to attenuate the emergence of select risk taking and novelty seeking behaviors in females.
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Affiliation(s)
- Hannah G. Sexton
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, United States
- Hershel ‘Woody’ Williams Veterans Affairs Medical Center, Huntington, WV, United States
| | - Nathan A. Olszewski
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, United States
| | - Mary-Louise Risher
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, United States
- Hershel ‘Woody’ Williams Veterans Affairs Medical Center, Huntington, WV, United States
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25
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Brindle RC, Pearson A, Ginty AT. Adverse childhood experiences (ACEs) relate to blunted cardiovascular and cortisol reactivity to acute laboratory stress: A systematic review and meta-analysis. Neurosci Biobehav Rev 2022; 134:104530. [PMID: 35031343 DOI: 10.1016/j.neubiorev.2022.104530] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/08/2021] [Accepted: 01/09/2022] [Indexed: 12/24/2022]
Abstract
Adverse childhood experiences (ACEs) are associated with poor future mental and physical health. Altered biological reactivity to mental stress may be a possible mechanism linking ACEs to poor health. However, it is not clear if ACEs relate to blunted or exaggerated stress reactivity. This meta-analysis aimed to determine whether exposure to ACEs is associated with cardiovascular and cortisol stress reactivity. A systematic review yielded 37 sources. Random-effects modelling tested the aggregate effects of 83 studies of the association between ACEs and stress reactivity. Exposure to ACEs was associated with relatively blunted cardiovascular and cortisol stress reactivity. Effect sizes did not vary as a function of sample sex or reactivity measure (e.g., heart rate, blood pressure, or cortisol). Meta-regression revealed preliminary evidence of greater blunting in samples of a younger age and samples reporting greater ACE exposure. Subgroup analyses for stress task, ACE measurement instrument, and sample race were not conducted because of a lack of between-study variability. Exposure to ACEs is associated with dysregulation of multiple components of the human stress response system.
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Affiliation(s)
- Ryan C Brindle
- Department of Cognitive and Behavioral Science, Washington and Lee University, Lexington, VA, United States; Neuroscience Program, Washington and Lee University, Lexington, VA, United States.
| | - Alexandra Pearson
- Department of Cognitive and Behavioral Science, Washington and Lee University, Lexington, VA, United States
| | - Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
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26
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Gerhardt S, Eidenmueller K, Hoffmann S, Bekier NK, Bach P, Hermann D, Koopmann A, Sommer WH, Kiefer F, Vollstädt-Klein S. A History of Childhood Maltreatment Has Substance- and Sex-Specific Effects on Craving During Treatment for Substance Use Disorders. Front Psychiatry 2022; 13:866019. [PMID: 35492729 PMCID: PMC9046680 DOI: 10.3389/fpsyt.2022.866019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/01/2022] [Indexed: 11/13/2022] Open
Abstract
RATIONALE Childhood maltreatment (CM) leads to detrimental mental health outcomes, such as substance use disorders (SUD). This study examined prevalence and severity of all five types of CM with respect to specific substances and sex in treatment-seeking individuals with SUD. The influences of type of CM and symptoms of depressiveness, anxiety, and perceived stress on substance craving at admission as well as craving reduction during SUD treatment were examined. METHODS N = 546 patients in treatment for SUD and N = 109 individuals in opioid maintenance treatment filled out questionnaires regarding CM (Childhood Trauma Questionnaire) and psychopathologies. Substance craving was assessed throughout treatment using the Mannheim Craving Scale. Group differences in CM, type of substance and sex were examined. General linear models were applied to examine influences on substance craving. RESULTS Higher prevalence and severity of all five subtypes of CM were observed in individuals with SUD compared to the general population. Women were more severely affected by emotional and sexual abuse than men. Patients with cannabis use disorder reported more severe experiences of emotional abuse compared to all other substances. Craving at admission to treatment was influenced by emotional abuse, however, symptoms of depressiveness, anxiety, and perceived stress contributed to craving at admission or craving reduction during treatment. CONCLUSION CM relates to SUD and should be incorporated in prevention and treatment of SUD. Underlying mechanisms of the association might relate to impairments in processing and regulation of stress, emotions, and interpersonal relations following a history of CM.
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Affiliation(s)
- Sarah Gerhardt
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Katharina Eidenmueller
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Sabine Hoffmann
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Department of Biostatistics, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Nina K Bekier
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Patrick Bach
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Derik Hermann
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Therapieverbund Ludwigsmühle gGmbH, Landau, Germany
| | - Anne Koopmann
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Wolfgang H Sommer
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Institute for Psychopharmacology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Bethania Hospital for Psychiatry, Psychosomatics, and Psychotherapy, Greifswald, Germany
| | - Falk Kiefer
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Mannheim Center of Translational Neurosciences, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Feuerlein Center on Translational Addiction Medicine, Heidelberg University, Heidelberg, Germany
| | - Sabine Vollstädt-Klein
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Mannheim Center of Translational Neurosciences, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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27
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O'Dell LE, Koob GF, Nazarian A. Vulnerability to substance abuse: A consideration of allostatic loading factors. Neuropharmacology 2021; 199:108767. [PMID: 34454910 DOI: 10.1016/j.neuropharm.2021.108767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Laura E O'Dell
- Department of Psychology, The University of Texas at El Paso, El Paso, TX, USA.
| | - George F Koob
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, USA.
| | - Arbi Nazarian
- Department of Pharmaceutical Sciences, Western University of Health Sciences, Pomona, CA, USA.
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28
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NLRP3 Inflammasome Is Involved in Cocaine-Mediated Potentiation on Behavioral Changes in CX3CR1-Deficient Mice. J Pers Med 2021; 11:jpm11100963. [PMID: 34683104 PMCID: PMC8540128 DOI: 10.3390/jpm11100963] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 08/25/2021] [Accepted: 09/22/2021] [Indexed: 11/30/2022] Open
Abstract
Microglia, the primary immunocompetent cells of the brain, are suggested to play a role in the development of drug addiction. Previous studies have identified the microglia-derived pro-inflammatory factor IL1β can promote the progression of cocaine addiction. Additionally, the activation status of microglia and “two-hit hypothesis” have been proposed in the field of drug addiction to explain how early life stress (ELS) could significantly increase the incidence of drug addiction in later life. However, the mechanisms underlying microglia prime and full activation and their roles in drug addiction remain greatly unexplored. Here, we employed CX3CR1-GFP mice (CX3CR1 functional deficiency, CX3CR1−/−) to explore whether primed microglia could potentiate cocaine-mediated behavioral changes and the possible underlying mechanisms. CX3CR1−/− mice revealed higher hyperlocomotion activity and conditional place preference than wild-type (WT) mice did under cocaine administration. In parallel, CX3CR1−/− mice showed higher activity of NLR family pyrin domain-containing 3 (NLRP3) inflammasome than WT mice. Interestingly, CX3CR1 deficiency itself could prime NLRP3 signaling by increasing the expression of NLPR3 and affect lysosome biogenesis under basal conditions. Taken together, our findings demonstrated that the functional status of microglia could have an impact on cocaine-mediated reward effects, and NLRP3 inflammasome activity was associated with this phenomenon. This study was consistent with the two-hit hypothesis and provided solid evidence to support the involvement of microglia in drug addiction. Targeting the NLRP3 inflammasome may represent a novel therapeutic approach for ameliorating or blocking the development of drug addiction.
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29
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Tyra AT, Cook TE, Young DA, Hurley PE, Oosterhoff BJ, John-Henderson NA, Ginty AT. Adverse childhood experiences, sex, and cardiovascular habituation to repeated stress. Biol Psychol 2021; 165:108175. [PMID: 34461149 DOI: 10.1016/j.biopsycho.2021.108175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 08/15/2021] [Accepted: 08/25/2021] [Indexed: 11/18/2022]
Abstract
Adverse childhood experiences (ACEs) are robustly associated with later cardiovascular disease. Alterations in cardiovascular responses to stress may be an underlying mechanism. The present study examined whether ACEs predicted habituation of cardiovascular responses across two acute laboratory stress tasks, and whether this differed between men and women. During a single laboratory visit, 453 healthy young adults completed two identical stress-inducing protocols, each involving a 10-minute baseline and 4-minute acute psychological stress task. Heart rate (HR) and systolic/diastolic blood pressure (S/DBP) were recorded throughout. Participants also completed the Adverse Childhood Experiences scale. Cardiovascular responses habituated from the first to second stress task on average across the entire sample. However, women-but not men-with higher self-reported ACEs displayed less habituation of HR and DBP, but not SBP, across the stress tasks. Results suggest that ACEs may alter the body's ability to adaptively respond to stress exposures in adulthood, specifically in women.
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Affiliation(s)
- Alexandra T Tyra
- Department of Psychology and Neuroscience, Baylor University, One Bear Place 97334, Waco, TX, 76798, USA.
| | - Taryn E Cook
- Department of Psychology and Neuroscience, Baylor University, One Bear Place 97334, Waco, TX, 76798, USA
| | - Danielle A Young
- Department of Psychology and Neuroscience, Baylor University, One Bear Place 97334, Waco, TX, 76798, USA
| | - Page E Hurley
- Department of Psychology and Neuroscience, Baylor University, One Bear Place 97334, Waco, TX, 76798, USA
| | - Benjamin J Oosterhoff
- Department of Psychology, Montana State University, 319 Traphagen Hall, Bozeman, MT, 59717, USA
| | - Neha A John-Henderson
- Department of Psychology, Montana State University, 319 Traphagen Hall, Bozeman, MT, 59717, USA
| | - Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, One Bear Place 97334, Waco, TX, 76798, USA
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