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Radoman M, Phan KL, Ajilore OA, Gorka SM. Altered Effective Connectivity During Threat Anticipation in Individuals With Alcohol Use Disorder. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2025; 10:213-221. [PMID: 39117274 PMCID: PMC11868811 DOI: 10.1016/j.bpsc.2024.07.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 07/18/2024] [Accepted: 07/30/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND A developing theory and recent research suggest that heightened reactivity to uncertain stressors or threats may be an important individual difference factor that facilitates excessive drinking as a means of avoidance-based coping and characterizes individuals with current and past alcohol use disorder (AUD). Neuroimaging studies of unpredictable threat processing have repeatedly demonstrated activation of the anterior insula, anteromedial thalamus, and dorsal anterior cingulate cortex. In the current study, we aimed to understand how these 3 regions function as a network during anticipation of unpredictable threat (and predictable threat). METHODS Participants were 43 adults (ages 21-30) with AUD and 26 healthy control participants. Functional magnetic resonance imaging and dynamic causal modeling were used to study interregional effective connectivities and predictable and unpredictable threat-related modulations thereof within this network. Parametric empirical Bayesian modeling was used to conduct between-group comparisons in effective connectivities. RESULTS During unpredictable threat trials, the increased projection from the right anteromedial thalamus to the right anterior insula was significantly present only in the AUD group. This directional influence was stronger among individuals who consumed more drinks per week on average. As expected, we found no group differences in modulatory changes to effective connectivities during predictable threat trials. CONCLUSIONS To our knowledge, this is the first study to examine directional interactions between key frontolimbic regions during anticipation of unpredictable and predictable threat and demonstrate the importance of bottom-up thalamic-insular projections during unpredictable threat processing in AUD. Prospective studies are warranted to determine whether this association is causal.
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Affiliation(s)
- Milena Radoman
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut; Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois.
| | - K Luan Phan
- Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, Ohio
| | - Olusola A Ajilore
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois
| | - Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, Ohio
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Zabik NL, Blackford JU. Sex and sobriety: Human brain structure and function in AUD abstinence. Alcohol 2024; 121:33-44. [PMID: 39069211 PMCID: PMC11637899 DOI: 10.1016/j.alcohol.2024.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 07/01/2024] [Accepted: 07/08/2024] [Indexed: 07/30/2024]
Abstract
Women are drinking alcohol as much as men for the first time in history. Women experience more health-related consequences from alcohol use disorder (AUD), like increased prevalence of alcohol-related cancers, faster progression of alcohol-related liver disease, and greater risk for relapse compared to men. Thus, sex differences in chronic alcohol use pose a substantial public health problem. Despite these evident sex differences, our understanding of how these differences present during alcohol abstinence is limited. Investigations of brain structure and function are therefore critical for disentangling factors that lead to sex differences in AUD abstinence. This review will discuss current human neuroimaging data on sex differences in alcohol abstinence, focusing on structural and functional brain measures. Current structural imaging literature reveals that abstinent men have smaller gray and white matter volume and weaker structural connectivity compared to control men. Interestingly, abstinent women do not show differences in brain structure when compared to controls; instead, abstinent women show a relation between alcohol use and decreased measures of brain structure. Current functional brain studies reveal that abstinent men exhibit greater brain activation and stronger task-based functional connectivity to aversive stimuli than control men, while abstinent women exhibit lesser brain activation and weaker task-based functional connectivity than control women. Together, the current literature suggests that sex differences persist well into alcohol abstinence and impact brain structure and function differently. Understanding how men and women differ during alcohol abstinence can improve our understanding of sex-specific effects of alcohol, which will be critical to augment treatment methods to better serve women.
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Affiliation(s)
- Nicole L Zabik
- Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Jennifer Urbano Blackford
- Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE 68198, USA; Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
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3
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Zabik NL, Flook EA, Feola B, Benningfield MM, Silveri MM, Winder DG, Blackford JU. Bed nucleus of the stria terminalis network responses to unpredictable threat in early alcohol abstinence. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:1716-1727. [PMID: 39180622 PMCID: PMC11576257 DOI: 10.1111/acer.15407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 07/01/2024] [Accepted: 07/11/2024] [Indexed: 08/26/2024]
Abstract
BACKGROUND Anxiety during early alcohol abstinence, likely resulting from neural changes caused by chronic alcohol use, contributes to high relapse rates. Studies in rodents show heightened activation during early abstinence in the bed nucleus of the stria terminalis (BNST)-a neural hub for anxiety-and its extended anxiety-related corticolimbic network. Despite the clinical importance of early abstinence, few studies investigate the underlying neural mechanisms. METHODS To address this gap, we investigated brain function in early alcohol abstinence (EA = 20, 9 women) relative to controls (HC = 20, 11 women) using an unpredictable threat task shown to engage the BNST and corticolimbic brain regions involved in anxiety and alcohol use disorder (AUD). Group, anxiety, and sex were predictors used to determine whole-brain activation and BNST functional connectivity. RESULTS We found widespread interactions of group × anxiety and group × anxiety × sex for both activation and BNST connectivity during unpredictable threat. In the EA group, higher anxiety was correlated with activation in the BNST, rostral anterior cingulate cortex (ACC), insula (men only), and dorsal ACC (men only). In the HC group, higher anxiety was negatively correlated with activation in the BNST, nucleus accumbens, thalamus, and insula (men only). For connectivity, anxiety was positively correlated in EA and negatively correlated in HC, between the BNST and the amygdala, ventromedial prefrontal cortex (PFC), and dorsomedial PFC; EA men showed stronger BNST-vmPFC connectivity than HC men. CONCLUSIONS These novel findings provide preliminary evidence for alterations in the BNST and anxiety-related corticolimbic brain regions in early alcohol abstinence, adding to growing literature in humans supporting the BNST's role in anxiety and sex-dependent effects of chronic alcohol use.
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Affiliation(s)
- Nicole L Zabik
- Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Elizabeth A Flook
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, Tennessee, USA
| | - Brandee Feola
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Margaret M Benningfield
- Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, Tennessee, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Marisa M Silveri
- Neurodevelopmental Laboratory on Addictions and Mental Health, Brain Imaging Center, McLean Hospital, Belmont, Massachusetts, USA
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Danny G Winder
- Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, Tennessee, USA
- Department of Neurobiology, UMass Chan Medical School, Worcester, Massachussets, USA
| | - Jennifer Urbano Blackford
- Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, Nebraska, USA
- Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, Tennessee, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Kearns NT, Trachik B, Fawver B, Osgood J, Dretsch MN. Alcohol motivations associated with frequency of alcohol use, binge drinking, and alcohol problems among active duty junior enlisted soldiers and non-commissioned officers. Alcohol 2024; 115:23-31. [PMID: 37684009 DOI: 10.1016/j.alcohol.2023.09.001] [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: 05/10/2023] [Revised: 08/15/2023] [Accepted: 09/05/2023] [Indexed: 09/10/2023]
Abstract
Problematic alcohol use is a serious threat to the behavioral health of active-duty Service Members (ADSM), resulting in numerous calls from governmental agencies to better understand mechanistic factors contributing to alcohol misuse within the military. Alcohol use motives are reliable predictors of alcohol-related behaviors and are considered malleable targets for prevention and intervention efforts. However, empirical research indicates that drinking motives vary across contextually distinct populations. Although some research has been conducted among veteran and reservist populations, limited work has been specifically focused on ADSM and no research has evaluated motives and alcohol metrics among ADSM based on military rank. Participants for the current study included 682 ADSM recruited from a large military installation in the U.S. Structural equation modeling evaluated associations between four drinking motives (i.e., enhancement, social, conformity, coping) and three alcohol misuse metrics (i.e., alcohol frequency, binge frequency, alcohol problems). Three models were evaluated: one full (combined) model and two separate models based on military rank - junior enlisted (i.e., E1-E4) and non-commissioned officers (NCOs) (i.e., E5-E9). Results for junior enlisted ADSM indicated that coping and enhancement motives were most strongly associated with all alcohol misuse metrics. However, among NCOs, results indicated that alcohol problems were only associated with coping motives. Notably, results also indicated that alcohol use motives accounted for substantively more variance across all alcohol-related metrics among NCOs. Findings generally support extant military-related literature indicating use of alcohol for coping (e.g., with anxiety) as the motivation most consistently associated with increased alcohol misuse. However, novel findings highlight enhancement motives - using alcohol to attain some positive internal reward - as another, often stronger, motivation impacting alcohol use outcomes. Further, findings highlight notable distinctions between alcohol use motives (i.e., coping vs. enhancement) and the impact of alcohol use motives (i.e., effect size) on alcohol metrics between junior enlisted and NCOs.
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Affiliation(s)
- Nathan T Kearns
- Walter Reed Army Institute of Research - West (WRAIR-W), 9933A W. Johnson St., Joint Base Lewis-McChord, Washington, United States.
| | - Benjamin Trachik
- Walter Reed Army Institute of Research - West (WRAIR-W), 9933A W. Johnson St., Joint Base Lewis-McChord, Washington, United States
| | - Bradley Fawver
- Walter Reed Army Institute of Research - West (WRAIR-W), 9933A W. Johnson St., Joint Base Lewis-McChord, Washington, United States
| | - Jeffrey Osgood
- Walter Reed Army Institute of Research - West (WRAIR-W), 9933A W. Johnson St., Joint Base Lewis-McChord, Washington, United States
| | - Michael N Dretsch
- Walter Reed Army Institute of Research - West (WRAIR-W), 9933A W. Johnson St., Joint Base Lewis-McChord, Washington, United States
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Jenkins KC, Difatta J, Jones EE, Kreutzer KA, Way BM, Phan KL, Gorka SM. Sleep quality impacts the link between reactivity to uncertain threat and anxiety and alcohol use in youth. Psychophysiology 2024; 61:e14490. [PMID: 38217499 PMCID: PMC10922133 DOI: 10.1111/psyp.14490] [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: 05/24/2023] [Revised: 08/25/2023] [Accepted: 09/13/2023] [Indexed: 01/15/2024]
Abstract
Individual differences in reactivity to unpredictable threat (U-threat) have repeatedly been linked to symptoms of anxiety and drinking behavior. An emerging theory is that individuals who are hyper-reactive to U-threat experience chronic anticipatory anxiety, hyperarousal, and are vulnerable to excessive alcohol use via negative reinforcement processes. Notably, anxiety and alcohol use commonly relate to disruptions in sleep behavior and recent findings suggest that sleep quality may impact the link between reactivity to U-threat and psychiatric symptoms and behaviors. The aim of the current study was to examine the unique and interactive effects of reactivity to U-threat and sleep quality on anxiety symptoms and drinking behavior in a cohort of youth, ages 16-19 years. Participants (N = 112) completed a well-validated threat-of-shock task designed to probe individual differences in reactivity to U-threat and predictable threat (P-threat). Startle eyeblink potentiation was recorded during the task as an index of aversive reactivity. Participants also completed well-validated self-report measures of anxiety and depression symptoms, lifetime alcohol use, and current sleep quality. Results revealed significant startle reactivity to U-threat by sleep quality interactions on anxiety symptoms and lifetime drinking behavior. At high levels of sleep disturbance (only), greater reactivity to U-threat was associated with greater anxiety symptoms and total number of lifetime alcoholic beverages. These results suggest that sensitivity to uncertainty and chronic hyperarousal increases anxiety symptoms and alcohol use behavior, particularly in the context of poor sleep quality.
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Affiliation(s)
- Kathryn C Jenkins
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Jordan Difatta
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Emily E Jones
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Kayla A Kreutzer
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Baldwin M Way
- Department of Psychology, The Ohio State University, Columbus, Ohio, USA
- Institute for Behavioral Medicine Research, The Ohio State University, Columbus, Ohio, USA
| | - K Luan Phan
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- Institute for Behavioral Medicine Research, The Ohio State University, Columbus, Ohio, USA
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6
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Liu X, Jiao G, Zhou F, Kendrick KM, Yao D, Gong Q, Xiang S, Jia T, Zhang XY, Zhang J, Feng J, Becker B. A neural signature for the subjective experience of threat anticipation under uncertainty. Nat Commun 2024; 15:1544. [PMID: 38378947 PMCID: PMC10879105 DOI: 10.1038/s41467-024-45433-6] [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: 11/29/2023] [Accepted: 01/22/2024] [Indexed: 02/22/2024] Open
Abstract
Uncertainty about potential future threats and the associated anxious anticipation represents a key feature of anxiety. However, the neural systems that underlie the subjective experience of threat anticipation under uncertainty remain unclear. Combining an uncertainty-variation threat anticipation paradigm that allows precise modulation of the level of momentary anxious arousal during functional magnetic resonance imaging (fMRI) with multivariate predictive modeling, we train a brain model that accurately predicts subjective anxious arousal intensity during anticipation and test it across 9 samples (total n = 572, both gender). Using publicly available datasets, we demonstrate that the whole-brain signature specifically predicts anxious anticipation and is not sensitive in predicting pain, general anticipation or unspecific emotional and autonomic arousal. The signature is also functionally and spatially distinguishable from representations of subjective fear or negative affect. We develop a sensitive, generalizable, and specific neuroimaging marker for the subjective experience of uncertain threat anticipation that can facilitate model development.
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Affiliation(s)
- Xiqin Liu
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- The Center of Psychosomatic Medicine, Sichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Guojuan Jiao
- MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Feng Zhou
- Faculty of Psychology, Southwest University, Chongqing, China
- MOE Key Laboratory of Cognition and Personality, Chongqing, China
| | - Keith M Kendrick
- MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Dezhong Yao
- MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China
| | - Shitong Xiang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, (Fudan University), Ministry of Education, Shanghai, China
| | - Tianye Jia
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, (Fudan University), Ministry of Education, Shanghai, China
- The Centre for Population Neuroscience and Stratified Medicine (PONS), ISTBI, Fudan University, Shanghai, China
- SGDP Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Xiao-Yong Zhang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, (Fudan University), Ministry of Education, Shanghai, China
| | - Jie Zhang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, (Fudan University), Ministry of Education, Shanghai, China
| | - Jianfeng Feng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, (Fudan University), Ministry of Education, Shanghai, China
- MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
- Zhangjiang Fudan International Innovation Center, Shanghai, China
| | - Benjamin Becker
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China.
- Department of Psychology, The University of Hong Kong, Hong Kong, China.
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Kirk‐Provencher KT, Hakimi RH, Andereas K, Penner AE, Gowin JL. Neural response to threat and reward among young adults at risk for alcohol use disorder. Addict Biol 2024; 29:e13378. [PMID: 38334006 PMCID: PMC10898840 DOI: 10.1111/adb.13378] [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: 07/17/2023] [Revised: 01/15/2024] [Accepted: 01/20/2024] [Indexed: 02/10/2024]
Abstract
Alcohol use disorder (AUD) is heritable. Thus, young adults with positive family histories represent an at-risk group relative to those without a family history, and if studied at a time when both groups have similar levels of alcohol use, it provides an opportunity to identify neural processing patterns associated with risk for AUD. Previous studies have shown that diminished response to potential reward is associated with genetic risk for AUD, but it is unclear how threat may modulate this response. We used a modified Monetary Incentive Delay task during fMRI to examine neural correlates of the interaction between threat and reward anticipation in a sample of young adults with (n = 31) and without (n = 44) family histories of harmful alcohol use. We found an interaction (p = 0.048) between cue and group in the right nucleus accumbens where the family history positive group showed less differentiation to the anticipation of gaining $5 and losing $5 relative to gaining $0. The family history-positive group also reported less excitement for trials to gain $5 relative to gaining $0 (p < 0.001). Family history-positive individuals showed less activation in the left insula during both safe and threat blocks compared to family history-negative individuals (p = 0.005), but the groups did not differ as a function of threat (p > 0.70). Young adults with, relative to without, enriched risk for AUD may have diminished reward processing via both neural and behavioural markers to potential rewarding and negative consequences. Neural response to threat may not be a contributing factor to risk at this stage.
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Affiliation(s)
- Katelyn T. Kirk‐Provencher
- Department of Radiology, School of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Rosa H. Hakimi
- Department of Radiology, School of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Keinada Andereas
- Department of Radiology, School of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Anne E. Penner
- Department of Psychiatry, School of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Joshua L. Gowin
- Department of Radiology, School of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
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Radoman M, Gorka SM. Reply to Bradford: Comment on increasing ecological validity in neuropsychopharmacology research on the relationship between alcohol use and uncertain stressors. Neuropsychopharmacology 2024; 49:355-356. [PMID: 37673967 PMCID: PMC10724151 DOI: 10.1038/s41386-023-01706-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 08/07/2023] [Indexed: 09/08/2023]
Affiliation(s)
- Milena Radoman
- Yale Stress Center, Department of Psychiatry, Yale University School of Medicine, 2 Church St South, New Haven, CT, 06519, USA
| | - Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH, 43210, USA.
- Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH, 43210, USA.
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Maxwell AM, Brucar LR, Zilverstand A. A systematic review of sex/gender differences in the multi-dimensional neurobiological mechanisms in addiction and their relevance to impulsivity. CURRENT ADDICTION REPORTS 2023; 10:770-792. [PMID: 39282614 PMCID: PMC11395779 DOI: 10.1007/s40429-023-00529-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/30/2023] [Indexed: 09/19/2024]
Abstract
Purpose of Review Addiction may be characterized along three functional domains: Approach Behavior, Executive Function, and Negative Emotionality. Constructs underlying impulsivity thought to be relevant in addiction map on to these three functional domains. The purpose of the present review was to evaluate the extant research regarding sex/gender differences in the multi-dimensional domains of addiction using human neuroimaging and discuss their relevance to impulsivity. Recent Findings Few papers over the past two decades have used human neuroimaging to test sex/gender differences in addiction. There is therefore a significant gap in the literature regarding sex/gender differences in the neurobiological mechanisms driving the multi-dimensionality of addiction and their implications to impulsivity. Summary Of the 34 reviewed papers, the orbitofrontal cortex/ventromedial prefrontal cortex (OFC/vmPFC) was the most frequently reported brain region to evidence a sex/gender difference during fMRI tasks probing Approach Behavior and Negative Emotionality. This finding suggests potential sex/gender-specific patterns of subjective valuation in substance misuse, driven by OFC/vmPFC dysregulation.
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Affiliation(s)
- Andrea M. Maxwell
- Medical Scientist Training Program, University of Minnesota, Minneapolis, Minnesota, United States
- Graduate Program in Neuroscience, University of Minnesota, Minneapolis, Minnesota, United States
| | - Leyla R. Brucar
- Graduate Program in Cognitive Sciences, University of Minnesota, Minneapolis, Minnesota, United States
| | - Anna Zilverstand
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, Minnesota, United States
- Medical Discovery Team on Addiction; University of Minnesota, Minneapolis, Minnesota, United States
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10
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Correa KA, Delfel EL, Wallace AL, III WEP, Jacobus J. Hispanic/Latinx ethnic differences in the relationships between behavioral inhibition, anxiety, and substance use in youth from the ABCD cohort. Front Psychiatry 2023; 14:1251032. [PMID: 37867762 PMCID: PMC10587569 DOI: 10.3389/fpsyt.2023.1251032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 09/22/2023] [Indexed: 10/24/2023] Open
Abstract
Introduction Elevated levels of behavioral inhibition (BI) may connote risk for both anxiety and substance use disorders. BI has consistently been shown to be associated with increased levels of anxiety, while the association between BI and substance use has been mixed. It is possible that the relationship between BI and substance use varies by individual difference factors. Hispanic/Latinx (H/L) youth in particular may have stronger relationships between BI, anxiety, and substance use. Methods The present study therefore evaluated (1) the prospective relationships between BI [assessed via self-reported behavioral inhibition system (BIS) scale scores], anxiety, and substance use in youth (n = 11,876) across baseline, 1-, and 2-year follow-ups of the Adolescent Brain Cognitive Development (ABCD) Study (ages 9-12) and (2) whether these relationships differed by H/L ethnicity while covarying for average behavioral approach system scores, race, sex, age, highest parental income, highest parental education, and past-year substance use (for analyses involving substance use outcomes). Results Baseline levels of BIS scores predicted increased anxiety symptoms at both 1- and 2-year follow-ups and did not differ by H/L ethnicity. Baseline levels of BIS scores also prospectively predicted increased likelihood of substance use at 2-year follow-up, but only for H/L youth and not at 1-year follow-up. Discussion High scores on the BIS scale contribute risk to anxiety across ethnicities and may uniquely contribute to risk for substance use in H/L youth.
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Affiliation(s)
- Kelly A. Correa
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
| | - Everett L. Delfel
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
- San Diego State University/University of California (SDSU/UC) San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States
| | - Alexander L. Wallace
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
| | - William E. Pelham III
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
| | - Joanna Jacobus
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
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Wilson KA, MacNamara A. Transdiagnostic Fear and Anxiety: Prospective Prediction Using the No-Threat, Predictable Threat, and Unpredictable Threat Task. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2023; 3:930-938. [PMID: 37881540 PMCID: PMC10593901 DOI: 10.1016/j.bpsgos.2022.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 10/05/2022] [Accepted: 10/11/2022] [Indexed: 11/06/2022] Open
Abstract
Background Fear and anxiety are distinct dimensions of psychopathology that may be characterized by differences in dimensional threat reactivity. Heightened response to predictable threat is hypothesized to underlie fear symptomatology, whereas increased response to unpredictable threat may underlie anxiety. Despite widespread acceptance of this model, these purported associations have rarely been tested, and the prognostic value of predictable and unpredictable threat responding is unclear. Here we examined multilevel indicators of predictable and unpredictable threat response as cross-sectional correlates and prospective predictors of transdiagnostic fear and anxiety. Methods Fifty-two individuals with varying levels of internalizing psychopathology (31 female) performed the no-threat, predictable threat, and unpredictable threat task. Transdiagnostic fear and anxiety were assessed at baseline (time 1) and approximately 1.5 years later (time 2). We used event-related potential, the stimulus-preceding negativity, as a measure of threat anticipation and startle eyeblink as a measure of defensive reactivity during the no-threat, predictable threat, and unpredictable threat task. These probes were assessed as cross-sectional correlates and prospective predictors of fear and anxiety. Results Participants with larger time 1 stimulus-preceding negativities to predictable threat were characterized by greater time 1 fear. Larger time 1 stimulus-preceding negativities to unpredictable threat were associated with greater increases in time 2 anxiety. Heightened time 1 startle to predictable threat predicted larger increases in time 2 fear. Conclusions Results validate predictable and unpredictable threat responding as dimensional correlates of transdiagnostic fear versus anxiety and suggest that psychophysiological measures of predictable and unpredictable threat response hold promise as prospective predictors of trajectories of fear and anxiety.
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Affiliation(s)
- Kayla A. Wilson
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, Texas
| | - Annmarie MacNamara
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, Texas
- Institute for Neuroscience, Texas A&M University, College Station, Texas
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12
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Gorka SM, Radoman M, Jimmy J, Kreutzer KA, Manzler C, Culp S. Behavioral and brain reactivity to uncertain stress prospectively predicts binge drinking in youth. Neuropsychopharmacology 2023; 48:1194-1200. [PMID: 37147429 PMCID: PMC10267158 DOI: 10.1038/s41386-023-01571-x] [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: 12/23/2022] [Revised: 03/02/2023] [Accepted: 03/19/2023] [Indexed: 05/07/2023]
Abstract
Prior studies show that individuals with alcohol use disorder exhibit exaggerated behavioral and brain reactivity to uncertain threats (U-threat). It is posited this brain-based factor emerges early in life and contributes to the onset and escalation of alcohol problems. However, no study to date has tested this theory using a longitudinal within-subjects design. Ninety-five young adults, ages 17-19, with minimal alcohol exposure and established risk factors for alcohol use disorder participated in this multi-session study with a 1-year tracking period. Startle eyeblink potentiation and brain activation were collected at separate baseline sessions during the well-validated No-Predictable-Unpredictable (NPU) threat-of-shock task designed to probe reactivity to U-threat and predictable threat (P-threat). Participants self-reported their drinking behavior over the past 90 days at baseline and one-year later. We fit a series of multilevel hurdle models to model the binary outcome of whether binge drinking occurred and the continuous outcome of number of binge drinking episodes. Zero-inflated binary submodels revealed that greater baseline startle reactivity, bilateral anterior insula (AIC) reactivity, and dorsal anterior cingulate cortex (dACC) reactivity to U-threat were associated with increased probability of binge drinking. There were no other associations between reactivity to U- and P-threat and probability of binge drinking and number of binging episodes. These results demonstrate that exaggerated reactivity to U-threat is a brain-based individual difference factor that connotes risk for problem drinking. These findings also add to a growing literature implicating AIC and dACC dysfunction in the pathophysiology of alcohol use disorder.
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Affiliation(s)
- Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH, 43210, USA.
- Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH, 43210, USA.
| | - Milena Radoman
- Yale Stress Center, Department of Psychiatry, Yale University School of Medicine, 2 Church St South, New Haven, CT, 06519, USA
| | - Jagan Jimmy
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH, 43210, USA
| | - Kayla A Kreutzer
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH, 43210, USA
| | - Charles Manzler
- Department of Psychology, University of South Florida, 3711 USF Citrus Drive, Tampa, FL, 33620, USA
| | - Stacey Culp
- Department of Biomedical Informatics, The Ohio State University Wexner Medical Center, 1800 Cannon Drive, Columbus, OH, 43210, USA
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13
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Yang Y, Gorka SM, Pennell ML, Weinhold K, Orchard T. Intolerance of Uncertainty and Cognition in Breast Cancer Survivors: The Mediating Role of Anxiety. Cancers (Basel) 2023; 15:3105. [PMID: 37370715 PMCID: PMC10296605 DOI: 10.3390/cancers15123105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 05/31/2023] [Accepted: 05/31/2023] [Indexed: 06/29/2023] Open
Abstract
Cancer-related cognitive impairment (CRCI) is one of the most prevalent symptoms that breast cancer survivors experience. While cancer treatments are established contributors to CRCI, inter-individual differences in CRCI are not well understood. Individual differences in sensitivity to uncertainty are potential contributors to CRCI; however, no prior studies have attempted to examine this link in the context of breast cancer. To address the gap, we used preliminary findings from an ongoing cross-sectional study. A total of 38 women with stage I-III breast cancer (1-4 years post-treatment) were included in this study. Intolerance of uncertainty (IU) was assessed using the Intolerance of Uncertainty Scale. Self-reported cognitive function was assessed with the Neuro-QoL questionnaire. Anxiety was assessed using the Patient-Reported Outcomes Measurement System Bank. From this study, we found that anxiety mediates the association between IU and cognitive function of survivors. In other words, among post-menopausal breast cancer survivors, those with higher IU showed higher anxiety and consequently had lower cognitive function. This finding suggests that assessing IU may help predict the risk of CRCI. This study expands the current knowledge that addresses the importance of IU as a factor associated with cognitive health.
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Affiliation(s)
- Yesol Yang
- Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center-James, 406 W 10th Avenue, Columbus, OH 43210, USA;
| | - Stephanie M. Gorka
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W 9th Avenue, Columbus, OH 43210, USA;
- Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210, USA
| | - Michael L. Pennell
- Division of Biostatistics, College of Public Health, The Ohio State University, 1841 Neil Ave., Columbus, OH 43210, USA;
| | - Kellie Weinhold
- Human Nutrition Program, Department of Human Sciences, College of Education and Human Ecology, The Ohio State University, Columbus, OH 43210, USA;
| | - Tonya Orchard
- Human Nutrition Program, Department of Human Sciences, College of Education and Human Ecology, The Ohio State University, Columbus, OH 43210, USA;
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14
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Limongi R, Silva AM, Mackinley M, Ford SD, Palaniyappan L. Active Inference, Epistemic Value, and Uncertainty in Conceptual Disorganization in First-Episode Schizophrenia. Schizophr Bull 2023; 49:S115-S124. [PMID: 36946528 PMCID: PMC10031740 DOI: 10.1093/schbul/sbac125] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
BACKGROUND AND HYPOTHESIS Active inference has become an influential concept in psychopathology. We apply active inference to investigate conceptual disorganization in first-episode schizophrenia. We conceptualize speech production as a decision-making process affected by the latent "conceptual organization"-as a special case of uncertainty about the causes of sensory information. Uncertainty is both minimized via speech production-in which function words index conceptual organization in terms of analytic thinking-and tracked by a domain-general salience network. We hypothesize that analytic thinking depends on conceptual organization. Therefore, conceptual disorganization in schizophrenia would be both indexed by low conceptual organization and reflected in the effective connectivity within the salience network. STUDY DESIGN With 1-minute speech samples from a picture description task and resting state fMRI from 30 patients and 30 healthy subjects, we employed dynamic causal and probabilistic graphical models to investigate if the effective connectivity of the salience network underwrites conceptual organization. STUDY RESULTS Low analytic thinking scores index low conceptual organization which affects diagnostic status. The influence of the anterior insula on the anterior cingulate cortex and the self-inhibition within the anterior cingulate cortex are elevated given low conceptual organization (ie, conceptual disorganization). CONCLUSIONS Conceptual organization, a construct that explains formal thought disorder, can be modeled in an active inference framework and studied in relation to putative neural substrates of disrupted language in schizophrenia. This provides a critical advance to move away from rating-scale scores to deeper constructs in the pursuit of the pathophysiology of formal thought disorder.
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Affiliation(s)
- Roberto Limongi
- Department of Psychology, University of Western Ontario, London, ON, Canada
- Robarts Research Institute, London, ON, Canada
| | | | - Michael Mackinley
- Robarts Research Institute, London, ON, Canada
- Department of Psychiatry, University of Western Ontario, London, ON, Canada
- Lawson Health Research Institute, London, ON, Canada
| | | | - Lena Palaniyappan
- Robarts Research Institute, London, ON, Canada
- Department of Psychiatry, University of Western Ontario, London, ON, Canada
- Lawson Health Research Institute, London, ON, Canada
- Department of Medical Biophysics, University of Western Ontario, London, ON, Canada
- The Brain and Mind Institute, University of Western Ontario, London, ON, Canada
- Department of Psychiatry, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada
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15
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Radoman M, Gorka SM. Intolerance of uncertainty and functional connectivity of the anterior insula during anticipation of unpredictable reward. Int J Psychophysiol 2023; 183:1-8. [PMID: 36122824 PMCID: PMC11062179 DOI: 10.1016/j.ijpsycho.2022.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 09/04/2022] [Accepted: 09/11/2022] [Indexed: 01/04/2023]
Abstract
Individuals with high intolerance of uncertainty (IU) tend to display maladaptive cognitive, behavioral, physiological, and/or neural responses during anticipation of uncertain or ambiguous outcomes, both positive and negative in valence. Importantly, high IU has been proposed as a key transdiagnostic phenotypic risk factor for the onset and maintenance of several psychiatric disorders. Within the context of reward processing, high IU has been related to dysfunctional reward anticipation, which may be mediated by hyperactive anterior insula (AIC) response to uncertainty. The present study further investigated the relationship between the AIC and IU by examining the association between individual differences in IU and task-based functional connectivity of the right AIC using functional magnetic resonance imaging (fMRI). Participants (N = 171) completed a self-report measure of IU and a reward anticipation task during fMRI. Generalized psychophysiological interaction (gPPI) analyses were performed with a seed in the right AIC. In the U-threat model, we found that greater self-reported levels of IU were correlated with increased functional connectivity between the right AIC and the dorsal anterior cingulate cortex (dACC) and the right dorsolateral prefrontal cortex (dlPFC). In the P-threat model, we did not find these associations, perhaps indicating that they may be more robust during uncertainty. These preliminary findings suggest that parts of salience and central executive control networks may be impacted by and underlie the expression of IU. Future studies should examine the generalizability of these findings to clinical populations and investigate how disruption of these functional networks may contribute to psychopathology.
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Affiliation(s)
- Milena Radoman
- Department of Psychiatry, University of Illinois at Chicago, 1601 W Taylor Street, Chicago, IL 60612, USA; Department of Anatomy and Cell Biology, University of Illinois at Chicago, 840 S Wood Street, Chicago, IL 60612, USA; The Graduate Program in Neuroscience, University of Illinois at Chicago, 840 S Wood Street, Chicago, IL 60612, USA.
| | - Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, Ohio State University, 1670 Upham Drive, Columbus, OH 43205, USA
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16
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Gorka SM, Khorrami KJ, Manzler CA, Phan KL. Acute orexin antagonism selectively modulates anticipatory anxiety in humans: implications for addiction and anxiety. Transl Psychiatry 2022; 12:308. [PMID: 35918313 PMCID: PMC9345881 DOI: 10.1038/s41398-022-02090-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 07/15/2022] [Accepted: 07/21/2022] [Indexed: 11/19/2022] Open
Abstract
Research indicates that heightened anticipatory anxiety underlies several forms of psychopathology. Anticipatory anxiety can be reliably and objectively measured in the laboratory using the No-Predictable-Unpredictable (NPU) threat paradigm. The NPU paradigm is an ideal research tool for the NIH 'Fast-Fail' approach of screening promising compounds and testing human target engagement. Evidence from preclinical studies suggests that the hypocretin/orexin (ORX) hypothalamic neuropeptide system is a potential means for modulating anticipatory anxiety and disrupting stress-related alcohol use. The current study tested this question using a psychophysiological probe of the ORX system in humans. We examined whether a single dose of suvorexant (SUV; 10 mg; dual ORX receptor antagonist) can effectively and selectively target a well-validated human laboratory index of exaggerated anticipatory anxiety using a within-subjects placebo-controlled design. A total of twenty-one volunteers completed two laboratory sessions during acute administration of 10 mg SUV or placebo. Across sessions, we administered the NPU paradigm probing sustained anticipatory anxiety and fear while startle eyeblink was recorded as an index of aversive reactivity. Questionnaires assessing mood states and subjective drug effects were also collected. Results indicated SUV was well-tolerated. Compared with placebo, SUV was associated with decreased startle reactivity during anticipatory anxiety but not fear or no-threat conditions. Therefore, SUV selectively and effectively reduced objective indicators of anticipatory anxiety in humans and engaged our laboratory target of psychopathology. ORX antagonism may be a promising strategy for modulating human anxiety and potentially, stress-related alcohol use.
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Affiliation(s)
- Stephanie M. Gorka
- grid.412332.50000 0001 1545 0811Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH 43210 USA ,grid.261331.40000 0001 2285 7943Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210 USA
| | - Kia J. Khorrami
- grid.412332.50000 0001 1545 0811Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH 43210 USA ,grid.261331.40000 0001 2285 7943Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210 USA
| | - Charles A. Manzler
- grid.412332.50000 0001 1545 0811Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH 43210 USA ,grid.261331.40000 0001 2285 7943Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210 USA
| | - K. Luan Phan
- grid.412332.50000 0001 1545 0811Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370 W. 9th Avenue, Columbus, OH 43210 USA
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17
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Goldfarb EV, Scheinost D, Fogelman N, Seo D, Sinha R. High-Risk Drinkers Engage Distinct Stress-Predictive Brain Networks. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2022; 7:805-813. [PMID: 35272096 PMCID: PMC9378362 DOI: 10.1016/j.bpsc.2022.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 02/03/2022] [Accepted: 02/22/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND Excessive alcohol intake is a major public health problem and can be triggered by stress. Heavy drinking in patients with alcohol use disorder also alters neural, physiological, and emotional stress responses. However, it is unclear whether adaptations in stress-predictive brain networks can be an early marker of risky drinking behavior. METHODS Risky social drinkers (regular bingers; n = 53) and light drinker control subjects (n = 51) aged 18 to 53 years completed a functional magnetic resonance imaging-based sustained stress protocol with repeated measures of subjective stress state, during which whole-brain functional connectivity was computed. This was followed by prospective daily ecological momentary assessment for 30 days. We used brain computational predictive modeling with cross-validation to identify unique brain connectivity predictors of stress in risky drinkers and determine the prospective utility of stress-brain networks for subsequent loss of control over drinking. RESULTS Risky drinkers had anatomically and functionally distinct stress-predictive brain networks (showing stronger predictions from visual and motor networks) compared with light drinkers (default mode and frontoparietal networks). Stress-predictive brain networks defined for risky drinkers selectively predicted future real-world stress levels for risky drinkers and successfully predicted prospective future real-world loss of control over drinking across all participants. CONCLUSIONS These results indicate adaptations in computationally derived stress-related brain circuitry among high-risk drinkers, suggesting potential targets for early preventive intervention and revealing the malleability of the neural processes that govern stress responses.
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Affiliation(s)
- Elizabeth V. Goldfarb
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06511,Yale Stress Center, Yale School of Medicine, New Haven, CT 06519,Department of Psychology, Yale University, New Haven, CT 06511,Wu Tsai Institute, Yale University, New Haven, CT 06520
| | - Dustin Scheinost
- Department of Biomedical Engineering, Yale University, New Haven,,Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520,Department of Statistics and Data Science, Yale University, New Haven, CT 06511,Child Study Center, Yale University School of Medicine, New Haven, CT 06519
| | - Nia Fogelman
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06511,Yale Stress Center, Yale School of Medicine, New Haven, CT 06519
| | - Dongju Seo
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06511,Yale Stress Center, Yale School of Medicine, New Haven, CT 06519
| | - Rajita Sinha
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; Yale Stress Center, Yale University School of Medicine, New Haven, Connecticut; Child Study Center, Yale University School of Medicine, New Haven, Connecticut; Department of Neuroscience, Yale University School of Medicine, New Haven, Connecticut.
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18
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Tretyak V, Kirsch DE, Le V, Fromme K, Strakowski SM, Lippard ET. Coping drinking motives, neural functional coupling during emotion processing, and alcohol use in young adults with bipolar disorder. Alcohol Clin Exp Res 2022; 46:1482-1496. [PMID: 35702929 PMCID: PMC9478569 DOI: 10.1111/acer.14885] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 06/01/2022] [Accepted: 06/06/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Rates of alcohol use disorders in individuals with bipolar disorder are 3 to 5 times greater than in the general population and exceed rates of alcohol use disorders reported in other affective and anxiety disorders. Despite this high rate of comorbidity, our understanding of the psychosocial and neural mechanisms that underlie the initiation of alcohol misuse in young adults with bipolar disorder remains limited. Prior work suggests that individuals with bipolar disorder may misuse alcohol as a coping mechanism, yet the neural correlates of coping drinking motives and associated alcohol use have not been previously investigated in this population. METHODS Forty-eight young adults (22 bipolar disorder type I, 26 typically developing; 71% women; average age ± standard deviation = 22 ± 2 years) completed the Drinking Motives and Daily Drinking Questionnaires, and a Continuous Performance Functional magnetic resonance imaging (fMRI) Task with Emotional and Neutral Distracters. We calculated the relative difference in anterior cingulate cortex (ACC) functional coupling with the anterior insula and amygdala in response to emotional distracters compared with neutral stimuli and investigated the relations with coping drinking motives and alcohol use. RESULTS Across all participants, coping drinking motives were associated with greater quantity of recent alcohol use. In individuals with bipolar disorder, greater ACC-anterior insula functional coupling was associated with greater coping drinking motives, and greater quantity and frequency of recent alcohol use. The relative difference in ACC-anterior insula functional coupling was not associated with coping drinking motives or alcohol use in the typically developing group. Greater ACC-anterior insula functional coupling in individuals with bipolar disorder was also associated with greater anxiety symptoms and recent perceived psychological stress. Exploratory analyses suggest that the relations between ACC-anterior insula functional coupling and coping drinking motives may be confounded by anticonvulsant use. CONCLUSION Results suggest that a difference in ACC-anterior insula functional coupling during emotion processing may underlie alcohol use as a maladaptive coping mechanism in young adults with bipolar disorder.
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Affiliation(s)
- Valeria Tretyak
- Department of Psychiatry and Behavioral Sciences,
University of Texas, Austin, TX, USA,Department of Psychology, University of Texas, Austin, TX,
USA,Waggoner Center for Alcohol and Addiction Research,
University of Texas, Austin, TX, USA
| | - Dylan E. Kirsch
- Department of Psychiatry and Behavioral Sciences,
University of Texas, Austin, TX, USA,Waggoner Center for Alcohol and Addiction Research,
University of Texas, Austin, TX, USA,Institute for Neuroscience, University of Texas, Austin,
TX, USA
| | - Vanessa Le
- Department of Psychiatry and Behavioral Sciences,
University of Texas, Austin, TX, USA
| | - Kim Fromme
- Department of Psychology, University of Texas, Austin, TX,
USA,Waggoner Center for Alcohol and Addiction Research,
University of Texas, Austin, TX, USA
| | - Stephen M. Strakowski
- Department of Psychiatry and Behavioral Sciences,
University of Texas, Austin, TX, USA,Department of Psychology, University of Texas, Austin, TX,
USA,Waggoner Center for Alcohol and Addiction Research,
University of Texas, Austin, TX, USA,Institute for Neuroscience, University of Texas, Austin,
TX, USA
| | - Elizabeth T.C. Lippard
- Department of Psychiatry and Behavioral Sciences,
University of Texas, Austin, TX, USA,Department of Psychology, University of Texas, Austin, TX,
USA,Waggoner Center for Alcohol and Addiction Research,
University of Texas, Austin, TX, USA,Institute for Neuroscience, University of Texas, Austin,
TX, USA,Institute of Early Life Adversity Research, University of
Texas, Austin, TX, USA
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19
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Carsten HP, Härpfer K, Riesel A. A rare scare: The role of intolerance of uncertainty in startle responses and event-related potentials in anticipation of unpredictable threat. Int J Psychophysiol 2022; 179:56-66. [PMID: 35787439 DOI: 10.1016/j.ijpsycho.2022.06.018] [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: 12/22/2021] [Revised: 06/22/2022] [Accepted: 06/28/2022] [Indexed: 11/26/2022]
Abstract
Intolerance of uncertainty (IU) represents a transdiagnostic risk factor for internalizing psychopathology. However, little is known regarding its psychophysiological correlates. IU is thought to render individuals hypersensitive to threatening events, even if the occurrence probability is low. To test this, we recruited 90 students who completed two NPU-threat tests separating temporal unpredictability from probabilistic unpredictability (i.e., probability of occurrence): First, a NPU version in which the timing of threat (i.e., shock) was either predictable or unpredictable but the shock probability was 100 % in each trial. Second, a probabilistic NPU version in which the timing of the shock was also either predictable or unpredictable, but the shock probability was 33 % in each trial. Startle reflex, event-related potentials N1 and P3 locked to auditory startle probes, and anxiety ratings were analyzed. As expected, temporally unpredictable threat modulated startle, N1, and anxiety ratings. IU predicted increased startle to lower shock probability, regardless of the temporal predictability. No evidence emerged for IU affecting N1 or P3. However, IU predicted anxiety ratings to threat conditions regardless of temporal or probabilistic predictability. Individual differences in IU shape startle responses to eventual threat: IU increases automatic defensive responding to unpredictable and potentially threatening situations if the threat probability is low. Individuals with higher IU may tend to "err on the side of caution" with a mismatch between physiological preparation and threat probability, such that the effects of IU are particularly observable in low threat probability conditions.
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Affiliation(s)
| | - Kai Härpfer
- Department of Psychology, University of Hamburg, Hamburg, Germany
| | - Anja Riesel
- Department of Psychology, University of Hamburg, Hamburg, Germany
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20
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Manzler CA, Radoman M, Khorrami KJ, Gorka SM. Association between startle reactivity to uncertain threats and structural brain volume. Psychophysiology 2022; 59:e14074. [PMID: 35579909 PMCID: PMC10080733 DOI: 10.1111/psyp.14074] [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: 08/20/2021] [Revised: 01/03/2022] [Accepted: 01/10/2022] [Indexed: 11/29/2022]
Abstract
Sensitivity to uncertain threat (U-threat) is a clinically important individual difference factor in multiple psychopathologies. Recent studies have implicated a specific frontolimbic circuit as a key network involved in the anticipation of aversive stimuli. In particular, the insula, thalamus, and dorsal anterior cingulate cortex (dACC) have recently been found to be robustly activated by anticipation of U-threat. However, no study to date has examined the association between U-threat reactivity and structural brain volume. In the present study, we utilized a pooled sample of 186 young adult volunteers who completed a structural MRI scan and the well-validated No-Predictable-Unpredictable (NPU) threat of electric shock task. Startle eyeblink potentiation was collected during the NPU task as an objective index of aversive reactivity. ROI-based analyses revealed that increased startle reactivity to U-threat was associated with reduced gray matter volume in the right insula and bilateral thalamus, but not the dACC. These results add to a growing literature implicating the insula and thalamus as core nodes involved in individual differences in U-threat reactivity.
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Affiliation(s)
- Charles A Manzler
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Milena Radoman
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Kia J Khorrami
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA.,Institute for Behavioral Medicine Research, The Ohio State University, Columbus, Ohio, USA
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21
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Tretyak V, Huffman A, Lippard ET. Peer victimization and associated alcohol and substance use: Prospective pathways for negative outcomes. Pharmacol Biochem Behav 2022; 218:173409. [DOI: 10.1016/j.pbb.2022.173409] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 03/07/2022] [Accepted: 05/25/2022] [Indexed: 01/14/2023]
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22
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Phan LG, Manzler CA, Gorka SM. Neural and self-report indices of cognitive reappraisal moderate the association between sensitivity to uncertain threat and problem alcohol use. Int J Psychophysiol 2022; 175:54-60. [DOI: 10.1016/j.ijpsycho.2022.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 03/03/2022] [Accepted: 03/09/2022] [Indexed: 10/18/2022]
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23
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Hall OT, Phan KL, Gorka S. Childhood Adversity and the Association Between Stress Sensitivity and Problematic Alcohol Use in Adults. J Trauma Stress 2022; 35:148-158. [PMID: 34263960 PMCID: PMC8760364 DOI: 10.1002/jts.22709] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 03/10/2021] [Accepted: 04/21/2021] [Indexed: 02/03/2023]
Abstract
Early life adversity (ELA) increases the risk of problematic alcohol use and alcohol use disorder (AUD). However, it is unclear why some but not all ELA-exposed individuals develop problematic alcohol use. Research is needed to determine how this environmental risk factor interacts with underlying neurobehavioral vulnerabilities to problem alcohol use. Hypersensitivity to uncertain threats (U-threat) has been posited as an endophenotype for AUD that might aid in the refinement of mechanistic models of problematic alcohol use. Therefore, U-threat hypersensitivity requires examination as a possible individual difference factor that facilitates problematic alcohol use among ELA-exposed individuals. We examined the unique and interactive effects of ELA and U-threat reactivity on problem drinking and depressive and anxiety symptom severity. Participants (N = 131) completed a well-validated threat-of-shock task, and startle eyeblink potentiation was recorded to index aversive responding. Individuals also completed self-report measures of alcohol use, anxiety, and depressive symptoms. Results demonstrated a positive association between ELA and higher levels of problematic alcohol use at high levels of U-threat reactivity, β = .75, t = 3.93, p < .001. Conversely, at low levels of U-threat reactivity, ELA exposure was negatively associated with problematic alcohol use, β = -.49, t = -2.30, p = .023. There was no significant ELA x U-Threat reactivity interaction on anxiety or depression. U-threat response strongly interacts with ELA exposure, affecting the direction of the association between ELA and problem drinking. U-threat reactivity may be a promising target for the prevention and treatment of problematic drinking among ELA-exposed individuals.
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Affiliation(s)
- O. Trent Hall
- Department of Psychiatry and Behavioral Health the Ohio State University Wexner Medical Center Columbus Ohio USA
| | - K. Luan Phan
- Department of Psychiatry and Behavioral Health the Ohio State University Wexner Medical Center Columbus Ohio USA
| | - Stephanie Gorka
- Department of Psychiatry and Behavioral Health the Ohio State University Wexner Medical Center Columbus Ohio USA
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Khorrami KJ, Manzler CA, Kreutzer KA, Gorka SM. Neural and Self-report Measures of Sensitivity to Uncertainty as Predictors of COVID-Related Negative Affect. Psychiatry Res 2022; 319:111414. [PMID: 34902781 PMCID: PMC8608787 DOI: 10.1016/j.pscychresns.2021.111414] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 11/11/2021] [Accepted: 11/22/2021] [Indexed: 11/29/2022]
Abstract
The COVID-19 pandemic has been a period of unprecedented uncertainty. Research indicates individuals differ in their response to uncertainty and these differences are mediated by anterior insula (aINS) function. Those most sensitive to uncertainty are likely vulnerable to negative affect in the context of the pandemic. The current study was designed to directly test this question using both neural and self-reported measures of sensitivity to uncertainty. Fifty-nine volunteers completed a task designed to probe neural response to anticipation of predictable (P-) and unpredictable (U-) threat-of-electric-shock during functional magnetic resonance imaging and a self-report measure of intolerance of uncertainty (IU). Approximately two years later, during the peak of the pandemic, participants reported their emotional reactions to the COVID-19 crisis. Multilevel mixed models revealed that greater aINS activation to U-threat and greater self-reported IU were independent predictors of increased COVID-related negative affect. These findings were significant when adjusting for biological sex and depression and anxiety symptom severity. The results add to a growing literature demonstrating that individual differences in response to uncertainty have a robust impact on mood and functioning. Results also highlight that individuals highly sensitive to uncertainty may be at increased risk for poor mental health during the ongoing pandemic.
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Affiliation(s)
- Kia J Khorrami
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370W. 9th Avenue, Columbus, OH 43210 USA; Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210 USA
| | - Charles A Manzler
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370W. 9th Avenue, Columbus, OH 43210 USA; Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210 USA
| | - Kayla A Kreutzer
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370W. 9th Avenue, Columbus, OH 43210 USA; Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210 USA
| | - Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, 370W. 9th Avenue, Columbus, OH 43210 USA; Institute for Behavioral Medicine Research, The Ohio State University, 460 Medical Center Drive, Columbus, OH 43210 USA.
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25
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Orexin modulation of stress reactivity as a novel targeted treatment for anxiety and alcohol use disorder. Neuropsychopharmacology 2022; 47:397-398. [PMID: 34341494 PMCID: PMC8616906 DOI: 10.1038/s41386-021-01120-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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26
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Benke C, Alius MG, Hamm AO, Pané-Farré CA. Defensive Mobilization During Anticipation of Symptom Provocation: Association With Panic Pathology. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 8:397-405. [PMID: 34823048 DOI: 10.1016/j.bpsc.2021.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 09/22/2021] [Accepted: 11/09/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND Anxious apprehension about feared body symptoms is thought to play a crucial role in the development, chronicity, and treatment of panic disorder (PD). In this study, we therefore aimed to elucidate the role of defensive reactivity to anticipated unpleasant symptoms in PD that can contribute to a better understanding of pathomechanisms of PD as well as identification of potential targets in PD-focused interventions. By measuring amygdala-dependent potentiation of the startle reflex, we aimed to investigate whether 1) patients with PD exhibit a specifically increased defensive reactivity to anticipated unpleasant body symptoms and 2) whether clinical severity of panic symptomatology varies with magnitude of defensive activation. METHODS Defensive mobilization to anticipated threat was investigated in 73 patients with a primary diagnosis of PD with agoraphobia (PDA) and 52 healthy control subjects. Threat of symptom provocation was established by a standardized hyperventilation task and contrasted to threat of shock to the forearm of the participant. RESULTS Patients with PDA and healthy control subjects did not differ in their defensive responses during anticipation of shock. In contrast, patients with severe PDA as compared with healthy control subjects exhibited increased defensive response mobilization and reported more anxiety and panic symptoms during anticipation of feared body symptoms. Moreover, startle potentiation during anticipation of hyperventilation covaried with the severity of panic symptomatology. CONCLUSIONS The present findings suggest that increased defensive mobilization during anticipation of body symptoms is a neurobiological correlate of severe PDA that should be specifically targeted in PD interventions and might be used to monitor treatment success.
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Affiliation(s)
- Christoph Benke
- Department of Psychology, Clinical Psychology, Experimental Psychopathology, and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Manuela G Alius
- Department of Physiological and Clinical Psychology/Psychotherapy, University of Greifswald, Greifswald, Germany
| | - Alfons O Hamm
- Department of Physiological and Clinical Psychology/Psychotherapy, University of Greifswald, Greifswald, Germany
| | - Christiane A Pané-Farré
- Department of Psychology, Clinical Psychology, Experimental Psychopathology, and Psychotherapy, Philipps University of Marburg, Marburg, Germany; Center for Mind, Brain and Behavior, University of Marburg and University of Giessen, Marburg, Germany; Department of Physiological and Clinical Psychology/Psychotherapy, University of Greifswald, Greifswald, Germany.
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27
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Radoman M, Lieberman L, Jimmy J, Gorka SM. Shared and unique neural circuitry underlying temporally unpredictable threat and reward processing. Soc Cogn Affect Neurosci 2021; 16:370-382. [PMID: 33449089 PMCID: PMC7990065 DOI: 10.1093/scan/nsab006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 11/20/2020] [Accepted: 01/14/2021] [Indexed: 11/14/2022] Open
Abstract
Temporally unpredictable stimuli influence behavior across species, as previously demonstrated for sequences of simple threats and rewards with fixed or variable onset. Neuroimaging studies have identified a specific frontolimbic circuit that may become engaged during the anticipation of temporally unpredictable threat (U-threat). However, the neural mechanisms underlying processing of temporally unpredictable reward (U-reward) are incompletely understood. It is also unclear whether these processes are mediated by overlapping or distinct neural systems. These knowledge gaps are noteworthy given that disruptions within these neural systems may lead to maladaptive response to uncertainty. Here, using functional magnetic resonance imaging data from a sample of 159 young adults, we showed that anticipation of both U-threat and U-reward elicited activation in the right anterior insula, right ventral anterior nucleus of the thalamus and right inferior frontal gyrus. U-threat also activated the right posterior insula and dorsal anterior cingulate cortex, relative to U-reward. In contrast, U-reward elicited activation in the right fusiform and left middle occipital gyrus, relative to U-threat. Although there is some overlap in the neural circuitry underlying anticipation of U-threat and U-reward, these processes appear to be largely mediated by distinct circuits. Future studies are needed to corroborate and extend these preliminary findings.
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Affiliation(s)
- Milena Radoman
- Department of Psychiatry, University of Illinois-Chicago, Chicago, IL 60612, USA.,Graduate Program in Neuroscience, University of Illinois-Chicago, Chicago, IL 60612, USA
| | - Lynne Lieberman
- Road Home Program, Rush University Medical Center, Chicago, IL 60612, USA
| | - Jagan Jimmy
- Department of Psychiatry, University of Illinois-Chicago, Chicago, IL 60612, USA
| | - Stephanie M Gorka
- Department of Psychiatry and Behavioral Health, Ohio State University, Columbus, OH 43205, USA
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28
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Best LM, Wardell JD, Tyndale RF, McPhee MD, Le Foll B, Kish SJ, Boileau I, Hendershot CS. Association of the Fatty Acid Amide Hydrolase C385A Polymorphism With Alcohol Use Severity and Coping Motives in Heavy‐Drinking Youth. Alcohol Clin Exp Res 2021; 45:507-517. [DOI: 10.1111/acer.14552] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 01/07/2021] [Indexed: 12/13/2022]
Affiliation(s)
- Laura M. Best
- Brain Health Imaging Centre Centre for Addiction and Mental Health Toronto ON Canada
- Institute of Medical Sciences University of Toronto Toronto ON Canada
| | - Jeffrey D. Wardell
- Campbell Family Mental Health Research Institute Centre for Addiction and Mental Health Toronto ON Canada
- Department of Psychiatry University of Toronto Toronto ON Canada
- Institute for Mental Health Policy Research Centre for Addiction and Mental Health Toronto ON Canada
- Department of Psychology York University Toronto ON Canada
| | - Rachel F. Tyndale
- Brain Health Imaging Centre Centre for Addiction and Mental Health Toronto ON Canada
- Institute of Medical Sciences University of Toronto Toronto ON Canada
- Department of Psychiatry University of Toronto Toronto ON Canada
- Department of Pharmacology and Toxicology University of Toronto Toronto ON Canada
| | | | - Bernard Le Foll
- Brain Health Imaging Centre Centre for Addiction and Mental Health Toronto ON Canada
- Institute of Medical Sciences University of Toronto Toronto ON Canada
- Campbell Family Mental Health Research Institute Centre for Addiction and Mental Health Toronto ON Canada
- Department of Psychiatry University of Toronto Toronto ON Canada
- Department of Pharmacology and Toxicology University of Toronto Toronto ON Canada
| | - Stephen J. Kish
- Brain Health Imaging Centre Centre for Addiction and Mental Health Toronto ON Canada
- Institute of Medical Sciences University of Toronto Toronto ON Canada
- Campbell Family Mental Health Research Institute Centre for Addiction and Mental Health Toronto ON Canada
- Department of Psychiatry University of Toronto Toronto ON Canada
- Department of Pharmacology and Toxicology University of Toronto Toronto ON Canada
| | - Isabelle Boileau
- Brain Health Imaging Centre Centre for Addiction and Mental Health Toronto ON Canada
- Institute of Medical Sciences University of Toronto Toronto ON Canada
- Campbell Family Mental Health Research Institute Centre for Addiction and Mental Health Toronto ON Canada
- Department of Psychiatry University of Toronto Toronto ON Canada
| | - Christian S. Hendershot
- Campbell Family Mental Health Research Institute Centre for Addiction and Mental Health Toronto ON Canada
- Department of Psychiatry University of Toronto Toronto ON Canada
- Department of Pharmacology and Toxicology University of Toronto Toronto ON Canada
- Department of Psychology University of Toronto Toronto ON Canada
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29
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Klugah-Brown B, Di X, Zweerings J, Mathiak K, Becker B, Biswal B. Common and separable neural alterations in substance use disorders: A coordinate-based meta-analyses of functional neuroimaging studies in humans. Hum Brain Mapp 2020; 41:4459-4477. [PMID: 32964613 PMCID: PMC7555084 DOI: 10.1002/hbm.25085] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 05/18/2020] [Accepted: 05/20/2020] [Indexed: 12/12/2022] Open
Abstract
Delineating common and separable neural alterations in substance use disorders (SUD) is imperative to understand the neurobiological basis of the addictive process and to inform substance‐specific treatment strategies. Given numerous functional MRI (fMRI) studies in different SUDs, a meta‐analysis could provide an opportunity to determine robust shared and substance‐specific alterations. The present study employed a coordinate‐based meta‐analysis covering fMRI studies in individuals with addictive cocaine, cannabis, alcohol, and nicotine use. The primary meta‐analysis demonstrated common alterations in primary dorsal striatal, and frontal circuits engaged in reward/salience processing, habit formation, and executive control across different substances and task‐paradigms. Subsequent sub‐analyses revealed substance‐specific alterations in frontal and limbic regions, with marked frontal and insula‐thalamic alterations in alcohol and nicotine use disorders respectively. Examining task‐specific alterations across substances revealed pronounced frontal alterations during cognitive processes yet stronger striatal alterations during reward‐related processes. Finally, an exploratory meta‐analysis revealed that neurofunctional alterations in striatal and frontal reward processing regions can already be determined with a high probability in studies with subjects with comparably short durations of use. Together the findings emphasize the role of dysregulations in frontostriatal circuits and dissociable contributions of these systems in the domains of reward‐related and cognitive processes which may contribute to substance‐specific behavioral alterations.
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Affiliation(s)
- Benjamin Klugah-Brown
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, Center for Information in Medicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Xin Di
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Jana Zweerings
- Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen, Aachen, Germany.,JARA Translational Brain Medicine, RWTH Aachen, Aachen, Germany
| | - Klaus Mathiak
- Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen, Aachen, Germany.,JARA Translational Brain Medicine, RWTH Aachen, Aachen, Germany
| | - Benjamin Becker
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, Center for Information in Medicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Bharat Biswal
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, Center for Information in Medicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan, China.,Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, New Jersey, USA
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30
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Fronk GE, Sant'Ana SJ, Kaye JT, Curtin JJ. Stress Allostasis in Substance Use Disorders: Promise, Progress, and Emerging Priorities in Clinical Research. Annu Rev Clin Psychol 2020; 16:401-430. [PMID: 32040338 PMCID: PMC7259491 DOI: 10.1146/annurev-clinpsy-102419-125016] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Clinicians and researchers alike have long believed that stressors play a pivotal etiologic role in risk, maintenance, and/or relapse of alcohol and other substance use disorders (SUDs). Numerous seminal and contemporary theories on SUD etiology posit that stressors may motivate drug use and that individuals who use drugs chronically may display altered responses to stressors. We use foundational basic stress biology research as a lens through which to evaluate critically the available evidence to support these key stress-SUD theses in humans. Additionally, we examine the field's success to date in targeting stressors and stress allostasis in treatments for SUDs. We conclude with our recommendations for how best to advance our understanding of the relationship between stressors and drug use, and we discuss clinical implications for treatment development.
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Affiliation(s)
- Gaylen E Fronk
- Department of Psychology, University of Wisconsin, Madison, Wisconsin 53706, USA; , ,
| | - Sarah J Sant'Ana
- Department of Psychology, University of Wisconsin, Madison, Wisconsin 53706, USA; , ,
| | - Jesse T Kaye
- William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin 53705, USA;
- Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53711, USA
| | - John J Curtin
- Department of Psychology, University of Wisconsin, Madison, Wisconsin 53706, USA; , ,
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31
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Verplaetse TL, Cosgrove KP, Tanabe J, McKee SA. Sex/gender differences in brain function and structure in alcohol use: A narrative review of neuroimaging findings over the last 10 years. J Neurosci Res 2020; 99:309-323. [PMID: 32333417 DOI: 10.1002/jnr.24625] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 03/03/2020] [Accepted: 03/18/2020] [Indexed: 12/22/2022]
Abstract
Over the last 10 years, rates of alcohol use disorder (AUD) have increased in women by 84% relative to a 35% increase in men. Rates of alcohol use and high-risk drinking have also increased in women by 16% and 58% relative to a 7% and 16% increase in men, respectively, over the last decade. This robust increase in drinking among women highlights the critical need to identify the underlying neural mechanisms that may contribute to problematic alcohol consumption across sex/gender (SG), especially given that many neuroimaging studies are underpowered to detect main or interactive effects of SG on imaging outcomes. This narrative review aims to explore the recent neuroimaging literature on SG differences in brain function and structure as it pertains to alcohol across positron emission tomography, magnetic resonance imaging, and functional magnetic resonance imaging modalities in humans. Additional work using magnetic resonance spectroscopy, diffusion tensor imaging, and event-related potentials to examine SG differences in AUD will be covered. Overall, current research on the neuroimaging of AUD, alcohol consumption, or risk of AUD is limited, and findings are mixed regarding the effect of SG on neurochemical, structural, and functional mechanisms associated with AUD. We address SG disparities in the neuroimaging of AUD and propose a call to action to include women in brain imaging research. Future studies are crucial to our understanding of the neurobiological underpinnings of AUD across neural systems and the vulnerability for AUD among women and men.
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Affiliation(s)
| | - Kelly P Cosgrove
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.,Department of Radiology and Biomedical Imaging, Yale School of Medicine, Yale PET Center, New Haven, CT, USA
| | - Jody Tanabe
- Department of Radiology, University of Colorado Anschutz Medical Center, Aurora, CO, USA
| | - Sherry A McKee
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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32
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Gorka SM, Teppen T, Radoman M, Phan KL, Pandey SC. Human Plasma BDNF Is Associated With Amygdala-Prefrontal Cortex Functional Connectivity and Problem Drinking Behaviors. Int J Neuropsychopharmacol 2020; 23:1-11. [PMID: 31722379 PMCID: PMC7064048 DOI: 10.1093/ijnp/pyz057] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 10/29/2019] [Accepted: 11/11/2019] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Preclinical studies suggest that decreased levels of brain-derived neurotrophic factor in the amygdala play a role in anxiety and alcohol use disorder. The association between brain-derived neurotrophic factor levels and amygdala function in humans with alcohol use disorder is still unclear, although neuroimaging studies have also implicated the amygdala in alcohol use disorder and suggest that alcohol use disorder is associated with disrupted functional connectivity between the amygdala and prefrontal cortex during aversive states. METHODS The current study investigated whether plasma brain-derived neurotrophic factor levels in individuals with and without alcohol use disorder (n = 57) were associated with individual differences in amygdala reactivity and amygdala-prefrontal cortex functional connectivity during 2 forms of aversive responding captured via functional magnetic resonance imaging: anxiety elicited by unpredictable threat of shock and fear elicited by predictable threat of shock. We also examined whether brain-derived neurotrophic factor and brain function were associated with binge drinking episodes and alcohol use disorder age of onset. RESULTS During anxiety, but not fear, lower levels of plasma brain-derived neurotrophic factor were associated with less connectivity between the left amygdala and the medial prefrontal cortex and the inferior frontal gyrus. In addition, within individuals with alcohol use disorder (only), lower levels of brain-derived neurotrophic factor and amygdala-medial prefrontal cortex functional connectivity during anxiety were associated with more binge episodes within the past 60 days and a lower age of alcohol use disorder onset. There were no associations between brain-derived neurotrophic factor levels and focal amygdala task reactivity. CONCLUSIONS Together, the results indicate that plasma brain-derived neurotrophic factor levels are related to amygdala circuit functioning in humans, particularly during anxiety, and these individual differences may relate to drinking behaviors.
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Affiliation(s)
- Stephanie M Gorka
- Department of Psychiatry, University of Illinois-Chicago, Chicago, Illinois
- Center for Alcohol Research in Epigenetics (CARE), University of Illinois-Chicago, Chicago, Illinois
- Department of Psychology, University of Illinois-Chicago, Chicago, Illinois
| | - Tara Teppen
- Department of Psychiatry, University of Illinois-Chicago, Chicago, Illinois
- Center for Alcohol Research in Epigenetics (CARE), University of Illinois-Chicago, Chicago, Illinois
- Jesse Brown VA Medical Center, Chicago, Illinois
| | - Milena Radoman
- Department of Psychiatry, University of Illinois-Chicago, Chicago, Illinois
| | - K Luan Phan
- Department of Psychiatry, University of Illinois-Chicago, Chicago, Illinois
- Department of Psychology, University of Illinois-Chicago, Chicago, Illinois
- Jesse Brown VA Medical Center, Chicago, Illinois
| | - Subhash C Pandey
- Department of Psychiatry, University of Illinois-Chicago, Chicago, Illinois
- Center for Alcohol Research in Epigenetics (CARE), University of Illinois-Chicago, Chicago, Illinois
- Jesse Brown VA Medical Center, Chicago, Illinois
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33
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Gorka SM. Interpersonal trauma exposure and startle reactivity to uncertain threat in individuals with alcohol use disorder. Drug Alcohol Depend 2020; 206:107727. [PMID: 31734035 PMCID: PMC6980731 DOI: 10.1016/j.drugalcdep.2019.107727] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 10/11/2019] [Accepted: 11/02/2019] [Indexed: 01/28/2023]
Abstract
BACKGROUND Exposure to interpersonal trauma is highly prevalent within individuals with alcohol use disorder (AUD); however, the mechanisms underlying the pathway between trauma exposure and AUD are unclear. Preliminary evidence suggests that heightened reactivity to threats that are uncertain (U-threat) may characterize individuals with AUD and interpersonal trauma exposure and contribute to alcohol abuse within this subgroup of individuals; however, this hypothesis has yet to be tested. METHOD The aim of the study was to examine whether heightened reactivity to U-threat characterizes individuals with AUD and a history of interpersonal trauma. Specifically, the study compared defensive reactivity to U-threat (and predictable threat [P-threat]) in those with: 1) AUD and a history of interpersonal trauma (AUD + Trauma); 2) AUD and no history of interpersonal trauma (AUD-Trauma); and 3) matched controls. Participants (N = 77) completed a well-validated threat-of-shock task and startle eyeblink potentiation was collected as an index of aversive responding. RESULTS Results revealed a group by threat condition interaction (F[4, 142] = 3.17, p = 0.03; ηG2 = 0.08) such that individuals with AUD + Trauma exhibited greater startle reactivity to U-threat, but not P-threat, compared with individuals with AUD-Trauma and controls (who did not differ from each other). The findings were significant even when controlling for current anxiety and depression symptoms. CONCLUSIONS Within individuals with AUD, those with a history of interpersonal trauma exposure may be a neurobiologically unique subtype characterized by exaggerated U-threat reactivity and high levels of anticipatory anxiety. Reactivity to U-threat may be a promising alcohol use prevention and intervention target for trauma-exposed individuals.
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Affiliation(s)
- Stephanie M Gorka
- University of Illinois-Chicago, Department of Psychiatry, 1601 West Taylor Street, Chicago, IL 60612, United States; University of Illinois-Chicago, Center for Alcohol Research in Epigenetics (CARE), 1601 West Taylor Street, Chicago, IL 60612, United States; University of Illinois-Chicago, Department of Psychology, 1007 West Harrison St. (M/C 285), Chicago, IL 60607, United States.
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