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Buford KN, Snidow CR, Curiel TG, Dark HE, Purcell JB, Grey DK, Mrug S, Knight DC. Hippocampal and amygdala volumes vary with residential proximity to toxicants at Birmingham, Alabama's 35th Avenue Superfund site. Behav Neurosci 2023; 137:330-338. [PMID: 37471045 PMCID: PMC10528239 DOI: 10.1037/bne0000564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/21/2023]
Abstract
Exposure to environmental toxicants have serious implications for the general health and well-being of children, particularly during pivotal neurodevelopmental stages. The Environmental Protection Agency's (EPA) Superfund program has identified several areas (Superfund sites) across the United States with high levels of environmental toxicants, which affect the health of many residents in nearby communities. Exposure to these environmental toxicants has been linked to changes in the structure and function of the brain. However, limited research has investigated the relationship between the proximity of childhood homes to a Superfund site and the development of subcortical structures like the hippocampus and amygdala. The present study investigated the hippocampal and amygdala volumes of young adults in relation to the proximity of their childhood homes to Birmingham, Alabama's 35th Avenue Superfund site. Forty participants who either lived within or adjacent to the Superfund site (Proximal group; n = 20) or who lived elsewhere in the greater Birmingham metropolitan area (Distal group; n = 20) were included in this study. Both groups were matched on age, sex, race, and years of education. Magnetic resonance imaging (MRI) was used to compare the gray matter volume of the hippocampus and amygdala between groups. Differences in bilateral hippocampal and left amygdala volumes were observed. Specifically, hippocampal and amygdala volumes were greater in the Proximal than Distal group. These findings suggest that the proximity of children's homes to environmental toxicants may impact the development of the hippocampus and amygdala. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Kristen N. Buford
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Carly R. Snidow
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Tasha G. Curiel
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Heather E. Dark
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Juliann B. Purcell
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Devon K. Grey
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - David C. Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
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Dark HE, Harnett NG, Goodman AM, Wheelock MD, Mrug S, Schuster MA, Elliott MN, Tortolero Emery S, Knight DC. Stress-induced changes in autonomic reactivity vary with adolescent violence exposure and resting-state functional connectivity. Neuroscience 2023; 522:81-97. [PMID: 37172687 DOI: 10.1016/j.neuroscience.2023.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 04/13/2023] [Accepted: 05/04/2023] [Indexed: 05/15/2023]
Abstract
Exposure to violence during childhood can lead to functional changes in brain regions that are important for emotion expression and regulation, which may increase susceptibility to internalizing disorders in adulthood. Specifically, childhood violence exposure can disrupt the functional connectivity among brain regions that include the prefrontal cortex (PFC), hippocampus, and amygdala. Together, these regions are important for modulating autonomic responses to stress. However, it is unclear to what extent changes in brain connectivity relate to autonomic stress reactivity and how the relationship between brain connectivity and autonomic responses to stress varies with childhood violence exposure. Thus, the present study examined whether stress-induced changes in autonomic responses (e.g., heart rate, skin conductance level (SCL)) varied with amygdala-, hippocampus-, and ventromedial prefrontal cortex (vmPFC)-whole brain resting-state functional connectivity (rsFC) as a function of violence exposure. Two hundred and ninety-seven participants completed two resting-state functional magnetic resonance imaging scans prior to (pre-stress) and after (post-stress) a psychosocial stress task. Heart rate and SCL were recorded during each scan. Post-stress heart rate varied negatively with post-stress amygdala-inferior parietal lobule rsFC and positively with post-stress hippocampus-anterior cingulate cortex rsFC among those exposed to high, but not low, levels of violence. Results from the present study suggest that post-stress fronto-limbic and parieto-limbic rsFC modulates heart rate and may underlie differences in the stress response among those exposed to high levels of violence.
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Affiliation(s)
- Heather E Dark
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL
| | - Mark A Schuster
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | | | - Susan Tortolero Emery
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL.
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Bach DR, Sporrer J, Abend R, Beckers T, Dunsmoor JE, Fullana MA, Gamer M, Gee DG, Hamm A, Hartley CA, Herringa RJ, Jovanovic T, Kalisch R, Knight DC, Lissek S, Lonsdorf TB, Merz CJ, Milad M, Morriss J, Phelps EA, Pine DS, Olsson A, van Reekum CM, Schiller D. Consensus design of a calibration experiment for human fear conditioning. Neurosci Biobehav Rev 2023; 148:105146. [PMID: 36990370 PMCID: PMC10618407 DOI: 10.1016/j.neubiorev.2023.105146] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 03/23/2023] [Accepted: 03/24/2023] [Indexed: 03/29/2023]
Abstract
Fear conditioning is a widely used laboratory model to investigate learning, memory, and psychopathology across species. The quantification of learning in this paradigm is heterogeneous in humans and psychometric properties of different quantification methods can be difficult to establish. To overcome this obstacle, calibration is a standard metrological procedure in which well-defined values of a latent variable are generated in an established experimental paradigm. These intended values then serve as validity criterion to rank methods. Here, we develop a calibration protocol for human fear conditioning. Based on a literature review, series of workshops, and survey of N = 96 experts, we propose a calibration experiment and settings for 25 design variables to calibrate the measurement of fear conditioning. Design variables were chosen to be as theory-free as possible and allow wide applicability in different experimental contexts. Besides establishing a specific calibration procedure, the general calibration process we outline may serve as a blueprint for calibration efforts in other subfields of behavioral neuroscience that need measurement refinement.
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Affiliation(s)
- Dominik R Bach
- Wellcome Centre for Human Neuroimaging and Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, United Kingdom; Hertz Chair for Artificial Intelligence and Neuroscience, Transdisciplinary Research Area "Life & Health", University of Bonn, Germany.
| | - Juliana Sporrer
- Wellcome Centre for Human Neuroimaging and Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, United Kingdom
| | - Rany Abend
- National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Tom Beckers
- KU Leuven, Faculty of Psychology and Educational Sciences/Leuven Brain Institute, Leuven, Belgium
| | - Joseph E Dunsmoor
- Department of Psychiatry and Behavioral Sciences, University of Texas at Austin, USA
| | - Miquel A Fullana
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERSAM, & Adult Psychiatry and Psychology Department, Institute of Neurosciences, Hospital Clínic, Barcelona, Spain
| | - Matthias Gamer
- Julius-Maximilians-University of Würzburg, Department of Psychology, Würzburg, Germany
| | - Dylan G Gee
- Yale University, Department of Psychology, New Haven, CT, USA
| | - Alfons Hamm
- Department of Psychology, University of Greifswald, Germany
| | | | - Ryan J Herringa
- Department of Psychiatry, University of Wisconsin School of Medicine & Public Health, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Raffael Kalisch
- Neuroimaging Center (NIC), Focus Program Translational Neuroscience (FTN), Johannes Gutenberg University Medical Center, Mainz, Germany; and Leibniz Institute for Resilience Research (LIR), Mainz, Germany
| | - David C Knight
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA
| | - Shmuel Lissek
- Clinical Science and Psychopathology Research Program, Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | - Tina B Lonsdorf
- University Medical Center Hamburg-Eppendorf, Institute of Systems Neuroscience, Hamburg, Germany
| | - Christian J Merz
- Ruhr University Bochum, Faculty of Psychology, Institute of Cognitive Neuroscience, Department of Cognitive Psychology, Bochum, Germany
| | - Mohammed Milad
- Department of Psychiatry and Neuroscience Institute, NYU Grossman School of Medicine, New York, NY, USA; The Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA
| | - Jayne Morriss
- School of Psychology and Clinical Language Sciences, University of Reading, United Kingdom
| | - Elizabeth A Phelps
- Department of Psychology, Harvard University, 52 Oxford St., Cambridge, MA, USA
| | - Daniel S Pine
- National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA
| | - Andreas Olsson
- Karolinska Institutet, Department of Clinical Neuroscience, Division of Psychology, Stockholm, Sweden
| | - Carien M van Reekum
- School of Psychology and Clinical Language Sciences, University of Reading, United Kingdom
| | - Daniela Schiller
- Friedman Brain Institute, Department of Neuroscience, Department of Psychiatry, Icahn School of Medicine at Mt. Sinai, New York, NY, USA
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Mrug S, Pollock J, Pollock D, Seifert M, Johnson KA, Knight DC. Early Life Stress, Coping, and Cardiovascular Reactivity to Acute Social Stress. Psychosom Med 2023; 85:118-129. [PMID: 36728859 PMCID: PMC9918702 DOI: 10.1097/psy.0000000000001165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Early life stress (ELS) occurring during childhood and adolescence is an established risk factor for later cardiovascular disease and dysregulated reactivity to acute social stress. This study examined whether ELS associations with baseline cardiovascular functioning, cardiovascular stress reactivity and recovery, and emotional stress reactivity vary across levels of emotion-oriented, task-oriented, and avoidant coping styles. METHODS The sample included 1027 adolescents and young adults (mean age = 19.29 years; 50% female; 64% Black, 34% non-Hispanic White) who reported on their ELS exposure and coping styles. Participants completed a standardized acute social stress test (the Trier Social Stress Test [TSST]), with heart rate (HR) and blood pressure (BP) measured before, during, and after the TSST. Self-reports of negative emotions during the TSST indexed emotional stress reactivity. RESULTS Multiple regression models adjusting for demographic factors and body mass index showed that ELS was associated with lower HR stress reactivity, avoidant coping was related to lower systolic BP and diastolic BP during stress and lower systolic BP during recovery, and higher emotion-oriented coping and lower task-oriented coping predicted greater emotional stress reactivity. A consistent pattern emerged where emotion-oriented coping amplified the associations between ELS and maladaptive stress responses (blunted cardiovascular stress reactivity and recovery; enhanced emotional stress reactivity), whereas lower levels of emotion-oriented coping were associated with resilient profiles among those who experienced ELS (lower resting HR, lower emotional stress reactivity, average HR and BP stress reactivity and recovery). However, low levels of emotion-oriented coping also conferred a risk of higher BP during recovery for those with high levels of ELS. CONCLUSIONS These results suggest that low to moderate levels of emotion-oriented coping promote optimal cardiovascular and emotional reactivity to acute stress among individuals exposed to ELS.
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Affiliation(s)
- Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham
| | - Jennifer Pollock
- CardioRenal Physiology and Medicine, Division of Nephrology, Department of Medicine, University of Alabama at Birmingham
| | - David Pollock
- CardioRenal Physiology and Medicine, Division of Nephrology, Department of Medicine, University of Alabama at Birmingham
| | - Michael Seifert
- Division of Pediatric Nephrology, Department of Pediatrics, University of Alabama at Birmingham
| | | | - David C. Knight
- Department of Psychology, University of Alabama at Birmingham
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Dark HE, Harnett NG, Hurst DR, Wheelock MD, Wood KH, Goodman AM, Mrug S, Elliott MN, Emery ST, Schuster MA, Knight DC. Sex-related differences in violence exposure, neural reactivity to threat, and mental health. Neuropsychopharmacology 2022; 47:2221-2229. [PMID: 36030316 PMCID: PMC9630543 DOI: 10.1038/s41386-022-01430-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 08/09/2022] [Accepted: 08/10/2022] [Indexed: 02/06/2023]
Abstract
The prefrontal cortex (PFC), hippocampus, and amygdala play an important role in emotional health. However, adverse life events (e.g., violence exposure) affect the function of these brain regions, which may lead to disorders such as depression and anxiety. Depression and anxiety disproportionately affect women compared to men, and this disparity may reflect sex differences in the neural processes that underlie emotion expression and regulation. The present study investigated sex differences in the relationship between violence exposure and the neural processes that underlie emotion regulation. In the present study, 200 participants completed a Pavlovian fear conditioning procedure in which cued and non-cued threats (i.e., unconditioned stimuli) were presented during functional magnetic resonance imaging. Violence exposure was previously assessed at four separate time points when participants were 11-19 years of age. Significant threat type (cued versus non-cued) × sex and sex × violence exposure interactions were observed. Specifically, women and men differed in amygdala and parahippocampal gyrus reactivity to cued versus non-cued threat. Further, dorsolateral PFC (dlPFC) and inferior parietal lobule (IPL) reactivity to threat varied positively with violence exposure among women, but not men. Similarly, threat-elicited skin conductance responses varied positively with violence exposure among women. Finally, women reported greater depression and anxiety symptoms than men. These findings suggest that sex differences in threat-related brain and psychophysiological activity may have implications for mental health.
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Affiliation(s)
- Heather E Dark
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Laboratory of Behavioral Neuroscience, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Danielle R Hurst
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Radiology, Washington University in St. Louis, St Louis, MO, USA
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Psychology, Samford University, Homewood, AL, USA
| | - Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Neurology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Susan Tortolero Emery
- Texas Prevention Research Center, School of Public Health, University of Texas Health Science Center, Houston, TX, USA
| | - Mark A Schuster
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA.
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Goodman AM, Wheelock MD, Harnett NG, Davis ES, Mrug S, Deshpande G, Knight DC. Stress-Induced Changes in Effective Connectivity During Regulation of the Emotional Response to Threat. Brain Connect 2022; 12:629-638. [PMID: 34541896 PMCID: PMC9634990 DOI: 10.1089/brain.2021.0062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Stress-related disruption of emotion regulation appears to involve the prefrontal cortex (PFC) and amygdala. However, the interactions between brain regions that mediate stress-induced changes in emotion regulation remain unclear. The present study builds upon prior work that assessed stress-induced changes in the neurobehavioral response to threat by investigating effective connectivity between these brain regions. Methods: Participants completed the Montreal Imaging Stress Task followed by a Pavlovian fear conditioning procedure during functional magnetic resonance imaging. Stress ratings and psychophysiological responses were used to assess stress reactivity. Effective connectivity during fear conditioning was identified using multivariate autoregressive modeling. Effective connectivity values were calculated during threat presentations that were either predictable (preceded by a warning cue) or unpredictable (no warning cue). Results: A neural hub within the dorsomedial PFC (dmPFC) showed greater effective connectivity to other PFC regions, inferior parietal lobule, insula, and amygdala during predictable than unpredictable threat. The dmPFC also showed greater connectivity to different dorsolateral PFC and amygdala regions during unpredictable than predictable threat. Stress ratings varied with connectivity differences from the dmPFC to the amygdala. Connectivity from dmPFC to amygdala was greater in general during unpredictable than predictable threat, however, this connectivity increased during predictable compared with unpredictable threat as stress reactivity increased. Conclusions: Our findings suggest that acute stress disrupts connectivity underlying top-down emotion regulation of the threat response. Furthermore, increased connectivity between the dmPFC and amygdala may play a critical role in stress-induced changes in the emotional response to threat. Impact statement The present study builds upon prior work that assessed stress-induced changes in the human neurobehavioral response to threat by demonstrating that increased top-down connectivity from the dorsomedial prefrontal cortex to the amygdala varies with individual differences in stress reactivity. These findings provide novel evidence in humans of stress-induced disruption of a specific top-down corticolimbic circuit during active emotion regulation processes, which may play a causal role in the long-term effects of chronic or excessive stress exposure.
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Affiliation(s)
- Adam M. Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Muriah D. Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Nathaniel G. Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Elizabeth S. Davis
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Gopikrishna Deshpande
- Auburn University MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama, USA
- Department of Psychological Sciences, Auburn University, Auburn, Alabama, USA
- Alabama Advanced Imaging Consortium, University of Alabama Birmingham, Alabama, USA
- Center for Neuroscience, Auburn University, Auburn, Alabama, USA
- School of Psychology, Capital Normal University, Beijing, China
- Key Laboratory for Learning and Cognition, Capital Normal University, Beijing, China
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - David C. Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Affiliation(s)
- David C Knight
- Department of Psychology, University of Alabama at Birmingham
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8
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Bell KL, Purcell JB, Harnett NG, Goodman AM, Mrug S, Schuster MA, Elliott MN, Emery ST, Knight DC. White Matter Microstructure in the Young Adult Brain Varies with Neighborhood Disadvantage in Adolescence. Neuroscience 2021; 466:162-172. [PMID: 34004262 DOI: 10.1016/j.neuroscience.2021.05.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 05/04/2021] [Accepted: 05/10/2021] [Indexed: 01/20/2023]
Abstract
Neighborhood disadvantage and community violence are common in poor, urban communities and are risk factors for emotional dysfunction. Emotional processes are supported by neural circuitry that includes the prefrontal cortex (PFC), hippocampus, amygdala, and hypothalamus. These brain regions are connected by white matter pathways that include the cingulum bundle, uncinate fasciculus, stria terminalis, and fornix. Emotional function varies with the microstructure of these white matter pathways. However, it is not clear whether the microstructure of these pathways varies with risk factors for emotional dysfunction (e.g., neighborhood disadvantage and violence exposure). Therefore, determining the relationships between neighborhood disadvantage, violence exposure, and white matter microstructure may offer insight into the neural mechanisms by which adverse life experiences alter developing neural systems. The current study investigated the association that exposure to neighborhood disadvantage and violence have with the quantitative anisotropy (QA), a measure of the amount of directional water diffusion, of the cingulum bundle, uncinate fasciculus, stria terminalis, and fornix. Neighborhood disadvantage (Mage = 11.20) and violence exposure (MW1age = 11.20; MW2age = 13.05; MW3age = 16.20; MW4age = 19.25) were assessed during adolescence and participants returned for magnetic resonance imaging as young adults (N = 303; Mage = 20.25, SD = 1.55), during which diffusion weighted brain images were collected. The QA of the cingulum bundle, uncinate fasciculus, and stria terminalis/fornix varied negatively with neighborhood disadvantage such that the QA of these white matter tracts decreased as neighborhood disadvantage increased. Violence exposure was not related to QA in any tract (i.e., cingulum bundle, uncinate fasciculus, and stria terminalis/fornix) after correction for multiple comparisons. These results suggest that an adolescent's neighborhood may play an important role in the microstructure (i.e., QA) of white matter pathways that connect brain regions that support emotional function.
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Affiliation(s)
- Kristina L Bell
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Juliann B Purcell
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mark A Schuster
- Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Susan Tortolero Emery
- School of Public Health, University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA.
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Abstract
The prefrontal cortex, amygdala, hippocampus, and hypothalamus are important components of the neural network that mediates the healthy learning, expression, and regulation of emotion. These brain regions are connected by white matter pathways that include the cingulum bundle, uncinate fasciculus, and fornix/stria terminalis. Individuals with trauma and stress-related disorders show dysfunction of the cognitive-affective processes supported by the brain regions these white matter tracts connect. Therefore, variability in the microstructure of these white matter pathways may play an important role in the cognitive-affective dysfunction related to post-traumatic stress disorder. Thus, the current study used diffusion weighted imaging to assess the white matter microstructure of the cingulum bundle, uncinate fasciculus, and fornix/stria terminalis acutely (< 1 month) following trauma. Further, we assessed both acute (i.e., < 1 month) and subacute (i.e., 3 months post-trauma) post-traumatic stress symptom severity. White matter microstructure (assessed < 1 month post-trauma) of the uncinate fasciculus and fornix/stria terminalis varied with acute post-traumatic stress severity (assessed < 1 month post-trauma). Further, white matter microstructure (assessed < 1 month post-trauma) of the cingulum bundle and fornix/stria terminalis varied with subacute post-traumatic stress severity (assessed 3 months post-trauma). The current results suggest white matter architecture of the prefrontal cortex - amygdala network plays an important role in the development of trauma and stress-related disorders.
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Affiliation(s)
- Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South, Birmingham, AL, 35294, USA
| | - Edward W Ference
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, 1717 6th Avenue South, Suite 530, Birmingham, AL, 35294, USA
| | - Amy J Knight
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, 1717 6th Avenue South, Suite 530, Birmingham, AL, 35294, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South, Birmingham, AL, 35294, USA.
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Purcell JB, Goodman AM, Harnett NG, Davis ES, Wheelock MD, Mrug S, Elliott MN, Emery ST, Schuster MA, Knight DC. Stress-elicited neural activity in young adults varies with childhood sexual abuse. Cortex 2021; 137:108-123. [PMID: 33609897 PMCID: PMC8044018 DOI: 10.1016/j.cortex.2020.12.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 10/25/2020] [Accepted: 12/18/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Childhood physical and sexual abuse are stressful experiences that may alter the emotional response to future stressors. Stress-related emotional function is supported by brain regions that include the prefrontal cortex (PFC), hippocampus, and amygdala. The present study investigated whether childhood physical and sexual abuse are associated with stress-elicited brain activity in young adulthood. METHODS Participants (N = 300; Mage = 20.0; 151 female) completed a psychosocial stress task during functional magnetic resonance imaging (fMRI). Measures of physical and sexual abuse were included in a linear mixed effects model to estimate the unique relationship each type of childhood abuse had with stress-elicited brain activity. RESULTS Stress-elicited dorsolateral PFC, ventromedial PFC, and hippocampal activity decreased as the frequency of childhood sexual abuse increased. There were no regions in which stress-elicited activation varied with physical abuse. CONCLUSIONS The present findings suggest there is a unique relationship between childhood sexual abuse and the stress-elicited PFC and hippocampal activity of young adults that is not observed following childhood physical abuse. SIGNIFICANCE These findings may have important implications for understanding the mechanisms by which childhood sexual abuse impacts the development of future psychopathology.
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Affiliation(s)
- Juliann B Purcell
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA.
| | - Adam M Goodman
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA.
| | - Nathaniel G Harnett
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA.
| | - Elizabeth S Davis
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA.
| | - Muriah D Wheelock
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA.
| | - Sylvie Mrug
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA.
| | | | - Susan Tortolero Emery
- The University of Texas Health Science Center at Houston (UTHealth) School of Public Health, Houston, TX, USA.
| | - Mark A Schuster
- Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.
| | - David C Knight
- University of Alabama at Birmingham, Department of Psychology, Birmingham, AL, USA.
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Wheelock MD, Goodman AM, Harnett NG, Wood KH, Mrug S, Granger DA, Knight DC. Sex-related Differences in Stress Reactivity and Cingulum White Matter. Neuroscience 2021; 459:118-128. [PMID: 33588003 PMCID: PMC7965343 DOI: 10.1016/j.neuroscience.2021.02.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 02/06/2021] [Accepted: 02/08/2021] [Indexed: 01/24/2023]
Abstract
The prefrontal cortex and limbic system are important components of the neural circuit that underlies stress and anxiety. These brain regions are connected by white matter tracts that support neural communication including the cingulum, uncinate fasciculus, and the fornix/stria-terminalis. Determining the relationship between stress reactivity and these white matter tracts may provide new insight into factors that underlie stress susceptibility and resilience. Therefore, the present study investigated sex differences in the relationship between stress reactivity and generalized fractional anisotropy (GFA) of the white matter tracts that link the prefrontal cortex and limbic system. Diffusion weighted images were collected and deterministic tractography was completed in 104 young adults (55 men, 49 women; mean age = 18.87 SEM = 0.08). Participants also completed self-report questionnaires (e.g., Trait Anxiety) and donated saliva (later assayed for cortisol) before, during, and after the Trier Social Stress Test. Results revealed that stress reactivity (area under the curve increase in cortisol) and GFA of the cingulum bundle varied by sex. Specifically, men demonstrated greater cortisol reactivity and greater GFA within the cingulum than women. Further, an interaction between sex, stress reactivity, and cingulum GFA was observed in which men demonstrated a positive relationship while women demonstrated a negative relationship between GFA and cortisol reactivity. Finally, trait anxiety was positively associated with the GFA of the fornix/stria terminalis - the white matter pathways that connect the hippocampus/amygdala to the hypothalamus. These findings advance our understanding of factors that underlie individual differences in stress reactivity.
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Affiliation(s)
- M D Wheelock
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave S, Birmingham, AL 35294, USA
| | - A M Goodman
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave S, Birmingham, AL 35294, USA
| | - N G Harnett
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave S, Birmingham, AL 35294, USA
| | - K H Wood
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave S, Birmingham, AL 35294, USA
| | - S Mrug
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave S, Birmingham, AL 35294, USA
| | - D A Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California Irvine, Irvine, CA 92697, USA; Johns Hopkins University School of Nursing, Johns Hopkins University Bloomberg School of Public Health, and Johns Hopkins University School of Medicine, 525 N Wolfe St, Baltimore, MD 21205, USA
| | - D C Knight
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave S, Birmingham, AL 35294, USA.
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12
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Dark HE, Harnett NG, Knight AJ, Knight DC. Hippocampal volume varies with acute posttraumatic stress symptoms following medical trauma. Behav Neurosci 2021; 135:71-78. [PMID: 33856844 DOI: 10.1037/bne0000419] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The hippocampus and amygdala play an important role in the pathophysiology of posttraumatic stress disorder (PTSD). In fact, chronic PTSD has been consistently linked to reductions in hippocampal and amygdala volume. However, the acute impact posttraumatic stress has on the volume of these brain regions has received limited attention. Determining the acute impact posttraumatic stress has on brain volume may improve our understanding of the development of PTSD. Therefore, the present study recruited participants acutely (i.e., ∼1-month posttrauma) following trauma exposure and examined the relationship between brain volume (assessed at ∼1-month posttrauma) and posttraumatic stress symptoms (assessed at ∼1 and >3-months posttrauma) to determine whether brain volume was associated with acute posttraumatic stress symptom expression. Twenty-one trauma-exposed (TE) patients and 19 nontrauma-exposed (NTE) controls were recruited for the present study. Brain volume was assessed by structural magnetic resonance imaging completed during the ∼1-month assessment. Left hippocampal volumes were smaller in TE than NTE participants. Among TE participants, bilateral hippocampal volumes decreased as the number of days posttrauma increased. Further, bilateral hippocampal volumes varied negatively with the severity of posttraumatic stress symptoms at ∼1-month posttrauma. The present findings suggest that there is a progressive decrease in hippocampal volume acutely (e.g., within approximately 1 month) following trauma exposure, and demonstrates that acutely assessed hippocampal volumes vary with posttraumatic stress symptom expression. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Heather E Dark
- Department of Psychology, University of Alabama at Birmingham
| | | | - Amy J Knight
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham
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13
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Zhang Y, Taub E, Mueller C, Younger J, Uswatte G, DeRamus TP, Knight DC. Reproducibility of whole-brain temperature mapping and metabolite quantification using proton magnetic resonance spectroscopy. NMR Biomed 2020; 33:e4313. [PMID: 32348017 DOI: 10.1002/nbm.4313] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 03/24/2020] [Accepted: 03/25/2020] [Indexed: 06/11/2023]
Abstract
Assessing brain temperature can provide important information about disease processes (e.g., stroke, trauma) and therapeutic effects (e.g., cerebral hypothermia treatment). Whole-brain magnetic resonance spectroscopic imaging (WB-MRSI) is increasingly used to quantify brain metabolites across the entire brain. However, its feasibility and reliability for estimating brain temperature needs further validation. Therefore, the present study evaluates the reproducibility of WB-MRSI for temperature mapping as well as metabolite quantification across the whole brain in healthy volunteers. Ten healthy adults were scanned on three occasions 1 week apart. Brain temperature, along with four commonly assessed brain metabolites-total N-acetyl-aspartate (tNAA), total creatine (tCr), total choline (tCho) and myo-inositol (mI)-were measured from WB-MRSI data. Reproducibility was evaluated using the coefficient of variation (CV). The measured mean (range) of the intra-subject CVs was 0.9% (0.6%-1.6%) for brain temperature mapping, and 4.7% (2.5%-15.7%), 6.4% (2.4%-18.9%) and 14.2% (4.4%-52.6%) for tNAA, tCho and mI, respectively, with reference to tCr. Consistently larger variability was found when using H2 O as the reference for metabolite quantifications: 7.8% (3.3%-17.8%), 7.8% (3.1%-18.0%), 9.8% (3.7%-31.0%) and 17.0% (5.9%-54.0%) for tNAA, tCr, tCho and mI, respectively. Further, the larger the brain region (indicated by a greater number of voxels within that region), the better the reproducibility for both temperature and metabolite estimates. Our results demonstrate good reproducibility of whole-brain temperature and metabolite measurements using the WB-MRSI technique.
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Affiliation(s)
- Yue Zhang
- Department of Psychology, University of Alabama at Birmingham, Alabama, US
- Department of Neurosurgery and Core for Advanced MRI, Baylor College of Medicine, Houston, Texas, US
| | - Edward Taub
- Department of Psychology, University of Alabama at Birmingham, Alabama, US
| | - Christina Mueller
- Department of Psychology, University of Alabama at Birmingham, Alabama, US
| | - Jarred Younger
- Department of Psychology, University of Alabama at Birmingham, Alabama, US
| | - Gitendra Uswatte
- Department of Psychology, University of Alabama at Birmingham, Alabama, US
- Department of Physical Therapy, University of Alabama at Birmingham, Alabama, US
| | - Thomas Patrick DeRamus
- TReNDs Center for Translational Research in Neuroimaging and Data Science, Georgia, US
- Department of Psychology, Georgia State University, Georgia, US
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Alabama, US
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14
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Harnett NG, Goodman AM, Knight DC. PTSD-related neuroimaging abnormalities in brain function, structure, and biochemistry. Exp Neurol 2020; 330:113331. [PMID: 32343956 DOI: 10.1016/j.expneurol.2020.113331] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 04/06/2020] [Accepted: 04/24/2020] [Indexed: 12/20/2022]
Abstract
Although approximately 90% of the U.S. population will experience a traumatic event within their lifetime, only a fraction of those traumatized individuals will develop posttraumatic stress disorder (PTSD). In fact, approximately 7 out of 100 people in the U.S. will be afflicted by this debilitating condition, which suggests there is substantial inter-individual variability in susceptibility to PTSD. This uncertainty regarding who is susceptible to PTSD necessitates a thorough understanding of the neurobiological processes that underlie PTSD development in order to build effective predictive models for the disorder. In turn, these predictive models may lead to the development of improved diagnostic markers, early intervention techniques, and targeted treatment approaches for PTSD. Prior research has characterized a fear learning and memory network, centered on the prefrontal cortex, hippocampus, and amygdala, that plays a key role in the pathology of PTSD. Importantly, changes in the function, structure, and biochemistry of this network appear to underlie the cognitive-affective dysfunction observed in PTSD. The current review discusses prior research that has demonstrated alterations in brain function, structure, and biochemistry associated with PTSD. Further, the potential for future research to address current gaps in our understanding of the neural processes that underlie the development of PTSD is discussed. Specifically, this review emphasizes the need for multimodal neuroimaging research and investigations into the acute effects of posttraumatic stress. The present review provides a framework to move the field towards a comprehensive neurobiological model of PTSD.
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Affiliation(s)
- Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA.
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15
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Harnett NG, Wheelock MD, Wood KH, Goodman AM, Mrug S, Elliott MN, Schuster MA, Tortolero S, Knight DC. Negative life experiences contribute to racial differences in the neural response to threat. Neuroimage 2019; 202:116086. [PMID: 31401241 PMCID: PMC6819267 DOI: 10.1016/j.neuroimage.2019.116086] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 07/11/2019] [Accepted: 08/07/2019] [Indexed: 12/12/2022] Open
Abstract
Threat-related emotional function is supported by a neural circuit that includes the prefrontal cortex (PFC), hippocampus, and amygdala. The function of this neural circuit is altered by negative life experiences, which can potentially affect threat-related emotional processes. Notably, Black-American individuals disproportionately endure negative life experiences compared to White-American individuals. However, the relationships among negative life experiences, race, and the neural substrates that support threat-related emotional function remains unclear. Therefore, the current study investigated whether the brain function that supports threat-related emotional processes varies with racial differences in negative life experiences. In the present study, adolescent violence exposure, family income, and neighborhood disadvantage were measured prospectively (i.e., at 11-19 years of age) for Black-American and White-American volunteers. Participants then, as young adults (i.e., 18-23 years of age), completed a Pavlovian fear conditioning task during functional magnetic resonance imaging (fMRI). Cued and non-cued threats were presented during the conditioning task and behavioral (threat expectancy) and psychophysiological responses (skin conductance response; SCR) were recorded simultaneously with fMRI. Racial differences were observed in neural (fMRI activity), behavioral (threat expectancy), and psychophysiological (SCR) responses to threat. These threat-elicited responses also varied with negative life experiences (violence exposure, family income, and neighborhood disadvantage). Notably, racial differences in brain activity to threat were smaller after accounting for negative life experiences. The present findings suggest that racial differences in the neural and behavioral response to threat are due, in part, to exposure to negative life experiences and may provide new insight into the mechanisms underlying racial disparities in mental health.
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Affiliation(s)
- Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Mark A Schuster
- Harvard Medical School, Boston, MA, USA; Boston Children's Hospital, Boston, MA, USA; Kaiser Permanente School of Medicine, Pasadena, CA, USA
| | - Susan Tortolero
- Health Science Center, University of Texas, Houston, TX, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA.
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16
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Guo J, Mrug S, Knight DC. Emotion Socialization and Internalizing Problems in Late Adolescence and Emerging Adulthood: Coping Styles as Mediators. Int J Dev Sci 2019; 13:41-51. [PMID: 33134014 PMCID: PMC7596770 DOI: 10.3233/dev-190266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
This study examined coping strategies as mediators of the relationship between parental emotion socialization and internalizing problems in late adolescence and emerging adulthood, and whether these relationships varied by gender or ethnicity. Participants were 1,087 individuals (Mage = 19.35 years; 50% male; 61% African American, 36% European American). Results from structural equation modeling indicated that parental supportive responses to sadness and fear were associated with less emotional distress, and this relationship was partly mediated by greater use of task-oriented coping and lower use of emotion-oriented coping. Parental unsupportive responses were related to greater emotional distress, and this relationship was fully mediated by greater use of emotion-oriented coping. Gender and ethnic differences emerged in the links between parental responses and several coping strategies. The findings suggest that parental emotion socialization may contribute to emotional functioning by fostering specific coping strategies, with some differences across gender and ethnicity.
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17
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Orem TR, Wheelock MD, Goodman AM, Harnett NG, Wood KH, Gossett EW, Granger DA, Mrug S, Knight DC. Amygdala and prefrontal cortex activity varies with individual differences in the emotional response to psychosocial stress. Behav Neurosci 2019; 133:203-211. [PMID: 30907618 PMCID: PMC6435298 DOI: 10.1037/bne0000305] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Stress elicits a variety of psychophysiological responses that show large interindividual variability. Determining the neural mechanisms that mediate individual differences in the emotional response to stress would provide new insight that would have important implications for understanding stress-related disorders. Therefore, the present study examined individual differences in the relationship between brain activity and the emotional response to stress. In the largest stress study to date, 239 participants completed the Montreal Imaging Stress Task (MIST) while heart rate, skin conductance response (SCR), cortisol, self-reported stress, and blood oxygen level dependent (BOLD) functional MRI (fMRI) signal responses were measured. The relationship between differential responses (heart rate, SCR, cortisol, and self-reported stress) and differential BOLD fMRI data was analyzed. Dorsolateral prefrontal cortex (PFC), dorsomedial PFC, ventromedial PFC, and amygdala activity varied with the behavioral response (i.e., SCR and self-reported stress). These results suggest the PFC and amygdala support processes that are important for the expression and regulation of the emotional response to stress, and that stress-related PFC and amygdala activity underlie interindividual variability in peripheral physiologic measures of the stress response. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Tyler R. Orem
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Muriah D. Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Adam M. Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nathaniel G. Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kimberly H. Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ethan W. Gossett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Douglas A. Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California at Irvine, Irvine, CA, USA
- UCI Center for the Neurobiology of Learning and Memory, University of California at Irvine, Irvine, CA, USA
- Johns Hopkins University School of Medicine, School of Nursing, and Bloomberg School of Public Health, Baltimore, MD USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David C. Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
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18
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Wheelock MD, Rangaprakash D, Harnett NG, Wood KH, Orem TR, Mrug S, Granger DA, Deshpande G, Knight DC. Psychosocial stress reactivity is associated with decreased whole-brain network efficiency and increased amygdala centrality. Behav Neurosci 2018; 132:561-572. [PMID: 30359065 PMCID: PMC6242743 DOI: 10.1037/bne0000276] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Cognitive and emotional functions are supported by the coordinated activity of a distributed network of brain regions. This coordinated activity may be disrupted by psychosocial stress, resulting in the dysfunction of cognitive and emotional processes. Graph theory is a mathematical approach to assess coordinated brain activity that can estimate the efficiency of information flow and determine the centrality of brain regions within a larger distributed neural network. However, limited research has applied graph-theory techniques to the study of stress. Advancing our understanding of the impact stress has on global brain networks may provide new insight into factors that influence individual differences in stress susceptibility. Therefore, the present study examined the brain connectivity of participants that completed the Montreal Imaging Stress Task (Goodman et al., 2016; Wheelock et al., 2016). Salivary cortisol, heart rate, skin conductance response, and self-reported stress served as indices of stress, and trait anxiety served as an index of participant's disposition toward negative affectivity. Psychosocial stress was associated with a decrease in the efficiency of the flow of information within the brain. Further, the centrality of brain regions that mediate emotion regulation processes (i.e., hippocampus, ventral prefrontal cortex, and cingulate cortex) decreased during stress exposure. Interestingly, individual differences in cortisol reactivity were negatively correlated with the efficiency of information flow within this network, whereas cortisol reactivity was positively correlated with the centrality of the amygdala within the network. These findings suggest that stress reduces the efficiency of information transfer and leaves the function of brain regions that regulate the stress response vulnerable to disruption. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
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Affiliation(s)
| | - Desphande Rangaprakash
- Auburn University MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, AL, USA
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Ca, USA
| | | | - Kimberly H. Wood
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Tyler R. Orem
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Douglas A. Granger
- Institute for Interdisciplinary Salivary Bioscience Research & Center for the Neurobiology of Learning and Memory University of California, Irvine
- Johns Hopkins University School of Nursing, Johns Hopkins University Bloomberg School of Public Health, and Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gopikrishna Deshpande
- Auburn University MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, AL, USA
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Ca, USA
- Department of Psychology, Auburn University, AL, USA
- Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at Birmingham, Birmingham, AL, USA
| | - David C. Knight
- Department of Psychology, University of Alabama at Birmingham, AL, USA
- Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at Birmingham, Birmingham, AL, USA
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19
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Harnett NG, Ference EW, Wood KH, Wheelock MD, Knight AJ, Knight DC. Trauma exposure acutely alters neural function during Pavlovian fear conditioning. Cortex 2018; 109:1-13. [PMID: 30265859 PMCID: PMC6261786 DOI: 10.1016/j.cortex.2018.08.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 06/29/2018] [Accepted: 08/22/2018] [Indexed: 12/30/2022]
Abstract
Posttraumatic stress disorder (PTSD) is associated with dysfunction of the neural circuitry that supports fear learning and memory processes. However, much of what is known about neural dysfunction in PTSD is based on research in chronic PTSD populations. Less is known about neural function that supports fear learning acutely following trauma exposure. Determining the acute effects of trauma exposure on brain function would provide new insight into the neural processes that mediate the cognitive-affective dysfunction associated with PTSD. Therefore, the present study investigated neural activity that supports fear learning and memory processes in recently Trauma-Exposed (TE) and Non-Trauma-Exposed (NTE) participants. Participants completed a Pavlovian fear conditioning procedure during functional magnetic resonance imaging (fMRI). During fMRI, participants' threat expectancy was continuously monitored. NTE participants showed greater threat expectancy during warning than safety cues, while no difference was observed in the TE group. This finding suggests TE participants overgeneralized the fear association to the safety cue. Further, only the TE group showed a negative relationship between fMRI signal responses within dorsomedial prefrontal cortex (PFC) and threat expectancy during safety cues. These results suggest the dorsomedial PFC mediates overgeneralization of learned fear as an acute result of trauma exposure. Finally, neural activity within the PFC and inferior parietal lobule showed a negative relationship with PTSD symptom severity assessed three months posttrauma. Thus, neural activity measured acutely following trauma exposure predicted future PTSD symptom severity. The present findings elucidate the acute effects of trauma exposure on cognitive-affective function and provide new insight into the neural mechanisms of PTSD.
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Affiliation(s)
- Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Edward W Ference
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Amy J Knight
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA.
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20
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Adams J, Mrug S, Knight DC. Characteristics of child physical and sexual abuse as predictors of psychopathology. Child Abuse Negl 2018; 86:167-177. [PMID: 30308347 PMCID: PMC6289670 DOI: 10.1016/j.chiabu.2018.09.019] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 08/08/2018] [Accepted: 09/25/2018] [Indexed: 05/30/2023]
Abstract
Childhood physical and sexual abuse victims are at increased risk for developing depression, anxiety, and post-traumatic stress disorder (PTSD) in adulthood. Prior findings suggest abuse onset, duration, and severity moderate relationships between victimization and psychopathology. However, because these abuse characteristics are highly intercorrelated, their unique, individual effects on mental health outcomes remain unclear. To address this gap, the present study examined relationships between physical and sexual abuse characteristics and mental health outcomes and whether these relationships differed by sex. A diverse community sample of late adolescents and emerging adults (N = 1270; mean age = 19.68; 51% female) self-reported the onset, duration, and severity of physical and sexual abuse, as well as their depressive, anxiety, and PTSD symptoms. Results of a multivariate regression model (simultaneously evaluating all physical and sexual abuse characteristics) indicated that physical abuse onset in middle childhood and sexual abuse onset in middle childhood or adolescence were associated with all forms of psychopathology; and physical abuse onset at any time was uniquely linked with PTSD. Duration and severity of physical or sexual abuse did not predict psychopathology after accounting for time of onset. Multigroup analyses indicated that adolescence-onset and duration of sexual abuse respectively predicted anxiety and PTSD in females but not males, whereas sexual abuse severity predicted fewer PTSD symptoms in males but not females. Overall, results suggested that abuse occurring after age 5 may have the most deleterious impact on mental health.
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Affiliation(s)
| | - Sylvie Mrug
- University of Alabama at Birmingham, United States
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21
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Knight HC, Smith DT, Knight DC, Ellison A. Light social drinkers are more distracted by irrelevant information from an induced attentional bias than heavy social drinkers. Psychopharmacology (Berl) 2018; 235:2967-2978. [PMID: 30121707 DOI: 10.1007/s00213-018-4987-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 07/24/2018] [Indexed: 01/25/2023]
Abstract
It is well established that alcoholics and heavy social drinkers show a bias of attention towards alcohol-related items. Previous research suggests that there is a shared foundation of attentional bias, which is linked to attentional control settings. Specifically, attentional bias relates to a persistent selection of a Feature Search Mode which prioritises attentional bias-related information for selection and processing. However, no research has yet examined the effect of pre-existing biases on the development of an additional attentional bias. This paper seeks to discover how pre-existing biases affect the formation of a new, additional attentional bias. Twenty-five heavy and 25 light social drinkers, with and without a pre-existing bias to alcohol-related items, respectively, had an attentional bias towards the colour green induced via an information sheet. They then completed a series of one-shot change detection tasks. In the critical task, green items were present but task-irrelevant. Irrelevant green items caused significantly more interference for light than heavy social drinkers. This somewhat counter intuitive result is likely due to heavy drinkers having more experience in exerting cognitive control over attentional biases, something not previously observed in investigations of the effects of holding an attentional bias. Our findings demonstrate for the first time that an established attentional bias significantly modulates future behaviour.
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Affiliation(s)
- Helen C Knight
- School of Psychology, University of Sunderland, Shackleton House, City Campus, Chester Road, Sunderland, SR1 3SD, UK.
| | - Daniel T Smith
- Psychology Department, Upper Mountjoy, South Road, Durham University, DH1, 3LE, Durham, UK
| | - David C Knight
- Psychology Department, Upper Mountjoy, South Road, Durham University, DH1, 3LE, Durham, UK
| | - Amanda Ellison
- Psychology Department, Upper Mountjoy, South Road, Durham University, DH1, 3LE, Durham, UK
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22
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Zhang Y, Taub E, Salibi N, Uswatte G, Maudsley AA, Sheriff S, Womble B, Mark VW, Knight DC. Comparison of reproducibility of single voxel spectroscopy and whole-brain magnetic resonance spectroscopy imaging at 3T. NMR Biomed 2018; 31:e3898. [PMID: 29436038 PMCID: PMC6291009 DOI: 10.1002/nbm.3898] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 12/11/2017] [Accepted: 12/26/2017] [Indexed: 05/09/2023]
Abstract
To date, single voxel spectroscopy (SVS) is the most commonly used MRS technique. SVS is relatively easy to use and provides automated and immediate access to the resulting spectra. However, it is also limited in spatial coverage. A new and very promising MRS technique allows for whole-brain MR spectroscopic imaging (WB-MRSI) with much improved spatial resolution. Establishing the reproducibility of data obtained using SVS and WB-MRSI is an important first step for using these techniques to evaluate longitudinal changes in metabolite concentration. The purpose of this study was to assess and directly compare the reproducibility of metabolite quantification at 3T using SVS and WB-MRSI in 'hand-knob' areas of motor cortices and hippocampi in healthy volunteers. Ten healthy adults were scanned using both SVS and WB-MRSI on three occasions one week apart. N-acetyl aspartate (NAA), creatine (Cr), choline (Cho) and myo-inositol (mI) were quantified using SVS and WB-MRSI with reference to both Cr and H2 O. The reproducibility of each technique was evaluated using the coefficient of variation (CV), and the correspondence between the two techniques was assessed using Pearson correlation analysis. The measured mean (range) intra-subject CVs for SVS were 5.90 (2.65-10.66)% for metabolites (i.e. NAA, Cho, mI) relative to Cr, and 8.46 (4.21-21.07)% for metabolites (NAA, Cr, Cho, mI) relative to H2 O. The mean (range) CVs for WB-MRSI were 7.56 (2.78-11.41)% for metabolites relative to Cr, and 7.79 (4.57-14.11)% for metabolites relative to H2 O. Significant positive correlations were observed between metabolites quantified using SVS and WB-MRSI techniques when the Cr but not H2 O reference was used. The results demonstrate that reproducibilities of SVS and WB-MRSI are similar for quantifying the four major metabolites (NAA, Cr, Cho, mI); both SVS and WB-MRSI exhibited good reproducibility. Our findings add reference information for choosing the appropriate 1 H-MRS technique in future studies.
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Affiliation(s)
- Yue Zhang
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Edward Taub
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | | | - Gitendra Uswatte
- Department of Psychology, University of Alabama at Birmingham, AL, USA
- Department of Physical Therapy, University of Alabama at Birmingham, AL, USA
| | | | | | - Brent Womble
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Victor W Mark
- Department of Psychology, University of Alabama at Birmingham, AL, USA
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, AL, USA
- Department of Neurology, University of Alabama at Birmingham, AL, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, AL, USA
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Gossett EW, Wheelock MD, Goodman AM, Orem TR, Harnett NG, Wood KH, Mrug S, Granger DA, Knight DC. Anticipatory stress associated with functional magnetic resonance imaging: Implications for psychosocial stress research. Int J Psychophysiol 2018; 125:35-41. [PMID: 29454000 DOI: 10.1016/j.ijpsycho.2018.02.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Revised: 12/02/2017] [Accepted: 02/11/2018] [Indexed: 12/01/2022]
Abstract
Stress tasks performed during functional magnetic resonance imaging (fMRI) elicit a relatively small cortisol response compared to stress tasks completed in a traditional behavioral laboratory, which may be due to apprehension of fMRI that elicits an anticipatory stress response. The present study investigated whether anticipatory stress is greater prior to research completed in an MRI environment than in a traditional behavioral laboratory. Anticipatory stress (indexed by cortisol) was greater prior to testing in the MRI environment than traditional behavioral laboratory. Furthermore, anticipation of fMRI elicited a cortisol response commensurate with the response to the stress task in the behavioral laboratory. However, in the MRI environment, post-stress cortisol was significantly lower than baseline cortisol. Taken together, these findings suggest the stress elicited by anticipation of fMRI may lead to acute elevations in cortisol prior to scanning, which may in turn disrupt the cortisol response to stress tasks performed during scanning.
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Affiliation(s)
- Ethan W Gossett
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States
| | - Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States
| | - Tyler R Orem
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States
| | - Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States
| | - Douglas A Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California Irvine, United States; Johns Hopkins University School of Nursing, United States; Johns Hopkins University Bloomberg School of Public Health, United States; Johns Hopkins University School of Medicine, United States
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, CIRC 235H, 1720 2nd Avenue South Birmingham, AL 35294, United States.
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24
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Goodman AM, Harnett NG, Knight DC. Pavlovian conditioned diminution of the neurobehavioral response to threat. Neurosci Biobehav Rev 2017; 84:218-224. [PMID: 29203422 DOI: 10.1016/j.neubiorev.2017.11.021] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 11/16/2017] [Accepted: 11/30/2017] [Indexed: 01/20/2023]
Abstract
An important function of emotion is that it motivates us to respond more effectively to threats in our environment. Accordingly, healthy emotional function depends on the ability to appropriately avoid, escape, or defend against threats we encounter. Thus, from a functional perspective, it is important to understand the emotional response to threat. However, prior work has largely focused on the emotional response in anticipation of threat, rather than the emotional response to the threat itself. The current review is focused on recent behavioral, psychophysiological, and neural findings from Pavlovian conditioning research that is centered on the expression and regulation of the emotional response to threat. The current evidence suggests that a neural network that includes the prefrontal cortex, hippocampus, and amygdala underlies learning, expression, and regulation processes that modulate emotional responses to threat. This line of research has important implications for our understanding of emotion regulation and stress resilience.
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Affiliation(s)
- Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States
| | - Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States.
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25
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Harnett NG, Wood KH, Ference EW, Reid MA, Lahti AC, Knight AJ, Knight DC. Glutamate/glutamine concentrations in the dorsal anterior cingulate vary with Post-Traumatic Stress Disorder symptoms. J Psychiatr Res 2017; 91:169-176. [PMID: 28478230 DOI: 10.1016/j.jpsychires.2017.04.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Revised: 04/24/2017] [Accepted: 04/27/2017] [Indexed: 02/07/2023]
Abstract
Trauma and stress-related disorders (e.g., Acute Stress Disorder; ASD and Post-Traumatic Stress Disorder; PTSD) that develop following a traumatic event are characterized by cognitive-affective dysfunction. The cognitive and affective functions disrupted by stress disorder are mediated, in part, by glutamatergic neural systems. However, it remains unclear whether neural glutamate concentrations, measured acutely following trauma, vary with ASD symptoms and/or future PTSD symptom expression. Therefore, the current study utilized proton magnetic resonance spectroscopy (1H-MRS) to investigate glutamate/glutamine (Glx) concentrations within the dorsal anterior cingulate cortex (ACC) of recently (i.e., within one month) traumatized individuals and non-traumatized controls. Although Glx concentrations within dorsal ACC did not differ between recently traumatized and non-traumatized control groups, a positive linear relationship was observed between Glx concentrations and current stress disorder symptoms in traumatized individuals. Further, Glx concentrations showed a positive linear relationship with future stress disorder symptoms (i.e., assessed 3 months post-trauma). The present results suggest glutamate concentrations may play a role in both acute and future post-traumatic stress symptoms following a traumatic experience. The current results expand our understanding of the neurobiology of stress disorder and suggest glutamate within the dorsal ACC plays an important role in cognitive-affective dysfunction following a traumatic experience.
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Affiliation(s)
- Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, United States
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, United States
| | - Edward W Ference
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, United States
| | - Meredith A Reid
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, United States; Department of Electrical and Computer Engineering, Auburn University, United States
| | - Adrienne C Lahti
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, United States
| | - Amy J Knight
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, United States
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, United States.
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26
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Smeds MR, Thrush CR, McDaniel FK, Gill R, Kimbrough MK, Shames BD, Sussman JJ, Galante JM, Wittgen CM, Ansari P, Allen SR, Nussbaum MS, Hess DT, Knight DC, Bentley FR. Relationships between study habits, burnout, and general surgery resident performance on the American Board of Surgery In-Training Examination. J Surg Res 2017; 217:217-225. [PMID: 28595817 DOI: 10.1016/j.jss.2017.05.034] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Revised: 03/30/2017] [Accepted: 05/05/2017] [Indexed: 11/24/2022]
Abstract
BACKGROUND The American Board of Surgery In-Training Examination (ABSITE) is used by programs to evaluate the knowledge and readiness of trainees to sit for the general surgery qualifying examination. It is often used as a tool for resident promotion and may be used by fellowship programs to evaluate candidates. Burnout has been associated with job performance and satisfaction; however, its presence and effects on surgical trainees' performance are not well studied. We sought to understand factors including burnout and study habits that may contribute to performance on the ABSITE examination. METHODS Anonymous electronic surveys were distributed to all residents at 10 surgical residency programs (n = 326). Questions included demographics as well as study habits, career interests, residency characteristics, and burnout scores using the Oldenburg Burnout Inventory, which assesses burnout because of both exhaustion and disengagement. These surveys were then linked to the individual's 2016 ABSITE and United States Medical Licensing Examination (USMLE) step 1 and 2 scores provided by the programs to determine factors associated with successful ABSITE performance. RESULTS In total, 48% (n = 157) of the residents completed the survey. Of those completing the survey, 48 (31%) scored in the highest ABSITE quartile (≥75th percentile) and 109 (69%) scored less than the 75th percentile. In univariate analyses, those in the highest ABSITE quartile had significantly higher USMLE step 1 and step 2 scores (P < 0.001), significantly lower burnout scores (disengagement, P < 0.01; exhaustion, P < 0.04), and held opinions that the ABSITE was important for improving their surgical knowledge (P < 0.01). They also read more frequently to prepare for the ABSITE (P < 0.001), had more disciplined study habits (P < 0.001), were more likely to study at the hospital or other public settings (e.g., library, coffee shop compared with at home; P < 0.04), and used active rather than passive study strategies (P < 0.04). Gender, marital status, having children, and debt burden had no correlation with examination success. Backward stepwise multiple regression analysis identified the following independent predictors of ABSITE scores: study location (P < 0.0001), frequency of reading (P = 0.0001), Oldenburg Burnout Inventory exhaustion (P = 0.02), and USMLE step 1 and 2 scores (P = 0.007 and 0.0001, respectively). CONCLUSIONS Residents who perform higher on the ABSITE have a regular study schedule throughout the year, report less burnout because of exhaustion, study away from home, and have shown success in prior standardized tests. Further study is needed to determine the effects of burnout on clinical duties, career advancement, and satisfaction.
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Affiliation(s)
- Matthew R Smeds
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas.
| | - Carol R Thrush
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Faith K McDaniel
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Roop Gill
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Mary K Kimbrough
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Brian D Shames
- Department of Surgery, University of Connecticut School of Medicine, Farmington, Connecticut
| | | | - Joseph M Galante
- Department of Surgery, University of California - Davis, Sacramento, California
| | - Catherine M Wittgen
- Department of Surgery, Saint Louis University School of Medicine, St. Louis, Missouri
| | - Parswa Ansari
- Department of Surgery, Hofstra-Northwell Lenox Hill Hospital, New York, New York
| | - Steven R Allen
- Department of Surgery, Penn State Hershey Medical Center, Hershey, Pennsylvania
| | - Michael S Nussbaum
- Department of Surgery, University of Florida College of Medicine-Jacksonville, Jacksonville, Florida
| | - Donald T Hess
- Department of Surgery, Boston University, Boston, Massachusetts
| | | | - Frederick R Bentley
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
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27
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Tahmasian M, Jamalabadi H, Abedini M, Ghadami MR, Sepehry AA, Knight DC, Khazaie H. Differentiation chronic post traumatic stress disorder patients from healthy subjects using objective and subjective sleep-related parameters. Neurosci Lett 2017; 650:174-179. [DOI: 10.1016/j.neulet.2017.04.042] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2016] [Revised: 04/20/2017] [Accepted: 04/21/2017] [Indexed: 12/15/2022]
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28
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Guo J, Mrug S, Knight DC. Emotion socialization as a predictor of physiological and psychological responses to stress. Physiol Behav 2017; 175:119-129. [PMID: 28377196 DOI: 10.1016/j.physbeh.2017.03.046] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Revised: 03/29/2017] [Accepted: 03/30/2017] [Indexed: 10/19/2022]
Abstract
Reactivity patterns to acute stress are important indicators of physical and mental health. However, the relationships between emotion socialization and stress responses are not well understood. This study aimed to examine whether parental responses to negative emotions predicted physiological and psychological responses to acute stress in late adolescence and emerging adulthood, and whether these relationships varied by gender and ethnicity. Participants were 973 individuals (mean age=19.20years; 50% male; 63% African American, 34% European American) who reported on parental emotion socialization. Participants completed a standardized social stress test (the Trier Social Stress Test; TSST). Heart rate, blood pressure and salivary samples were assessed from baseline throughout the task and during recovery period. Psychological responses to stress were measured immediately after the TSST. Unsupportive parental responses to children's negative emotions were associated with blunted cortisol reactivity and greater negative emotions to a psychosocial stress task in females and African American youth, whereas supportive parental responses predicted greater cortisol reactivity and lower negative emotions to stress in European American youth, as well as less negative emotions in males. However, parental responses to negative emotions did not predict heart rate or SBP reactivity to the TSST. Findings suggest that parental emotion socialization may be an important factor influencing HPA axis reactivity and psychological responses to stress, with important differences across gender and ethnic youth subgroups.
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Affiliation(s)
- Jinhong Guo
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294, United States.
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294, United States.
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294, United States.
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29
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Wheelock MD, Harnett NG, Wood KH, Orem TR, Granger DA, Mrug S, Knight DC. Prefrontal Cortex Activity Is Associated with Biobehavioral Components of the Stress Response. Front Hum Neurosci 2016; 10:583. [PMID: 27909404 PMCID: PMC5112266 DOI: 10.3389/fnhum.2016.00583] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 11/02/2016] [Indexed: 12/30/2022] Open
Abstract
Contemporary theory suggests that prefrontal cortex (PFC) function is associated with individual variability in the psychobiology of the stress response. Advancing our understanding of this complex biobehavioral pathway has potential to provide insight into processes that determine individual differences in stress susceptibility. The present study used functional magnetic resonance imaging to examine brain activity during a variation of the Montreal Imaging Stress Task (MIST) in 53 young adults. Salivary cortisol was assessed as an index of the stress response, trait anxiety was assessed as an index of an individual’s disposition toward negative affectivity, and self-reported stress was assessed as an index of an individual’s subjective psychological experience. Heart rate and skin conductance responses were also assessed as additional measures of physiological reactivity. Dorsomedial PFC, dorsolateral PFC, and inferior parietal lobule demonstrated differential activity during the MIST. Further, differences in salivary cortisol reactivity to the MIST were associated with ventromedial PFC and posterior cingulate activity, while trait anxiety and self-reported stress were associated with dorsomedial and ventromedial PFC activity, respectively. These findings underscore that PFC activity regulates behavioral and psychobiological components of the stress response.
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Affiliation(s)
- Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham AL, USA
| | - Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham AL, USA
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham AL, USA
| | - Tyler R Orem
- Department of Psychology, University of Alabama at Birmingham, Birmingham AL, USA
| | - Douglas A Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California at Irvine, IrvineCA, USA; Johns Hopkins University School of Nursing, Johns Hopkins University Bloomberg School of Public Health, and Johns Hopkins University School of Medicine, BaltimoreMD, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham AL, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham AL, USA
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Abstract
Although the Emotions as a Child Scale (EAC) has been widely used in research with children and adolescents, no peer-reviewed studies have examined its factor structure using factor analytic methods. Likewise, the measurement equivalence of the scale across gender and race/ethnicity has never been investigated. To address these gaps, this study examines the factor structure of the scale in late adolescence and emerging adulthood, compares it to previous theory-driven models, and evaluates its measurement invariance across gender and 2 racial/ethnic groups. Participants were 1,087 individuals participating in a larger community-based study of adolescent health (M = 19.35 years, SD = 1.19). Results of exploratory and confirmatory factor analyses suggest that a 2-factor model from a shortened version of the scale (3 items were eliminated from each emotion scale), involving supportive and unsupportive socialization strategies, is a good alternative model to the original 5-factor structure for researchers interested in broader conceptualization of emotion socialization strategies. This 2-factor model of the shortened scale showed stronger measurement invariance across gender than racial/ethnic groups. Future studies addressing racial/ethnic differences with this measure should compare the results with and without imposing corresponding invariance constraints on noninvariant items. Findings of this study should be replicated in other age and racial/ethnic groups, and examine the predictive utility of the abbreviated 2-factor model for emotion-related outcomes across development. (PsycINFO Database Record
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Affiliation(s)
- Jinhong Guo
- Department of Psychology, University of Alabama at Birmingham
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham
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31
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Dretsch MN, Wood KH, Daniel TA, Katz JS, Deshpande G, Goodman AM, Wheelock MD, Wood KB, Denney Jr. TS, Traynham S, Knight DC. Exploring the Neurocircuitry Underpinning Predictability of Threat in Soldiers with PTSD Compared to Deployment Exposed Controls. Open Neuroimag J 2016; 10:111-124. [PMID: 27867434 PMCID: PMC5101630 DOI: 10.2174/1874440001610010111] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Revised: 10/18/2016] [Accepted: 10/19/2016] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Prior work examining emotional dysregulation observed in posttraumatic stress disorder (PTSD) has primarily been limited to fear-learning processes specific to anticipation, habituation, and extinction of threat. In contrast, the response to threat itself has not been systematically evaluated. OBJECTIVE To explore potential disruption in fear conditioning neurocircuitry in service members with PTSD, specifically in response to predictable versus unpredictable threats. METHOD In the current study, active-duty U.S. Army soldiers with (PTSD group; n = 38) and without PTSD (deployment-exposed controls; DEC; n = 40), participated in a fear-conditioning study in which threat predictability was manipulated by presenting an aversive unconditioned stimulus (UCS) that was either preceded by a conditioned stimulus (i.e., predictable) or UCS alone (i.e., unpredictable). Threat expectation, skin conductance response (SCR), and functional magnetic resonance imaging (fMRI) signal to predictable and unpredictable threats (i.e., UCS) were assessed. RESULTS Both groups showed greater threat expectancy and diminished threat-elicited SCRs to predictable compared to unpredictable threat. Significant group differences were observed within the amygdala, hippocampus, insula, and superior and middle temporal gyri. Contrary to our predictions, the PTSD group showed a diminished threat-related response within each of these brain regions during predictable compared to unpredictable threat, whereas the DEC group showed increased activation. CONCLUSION Although, the PTSD group showed greater threat-related diminution, hypersensitivity to unpredictable threat cannot be ruled out. Furthermore, pre-trauma, trait-like factors may have contributed to group differences in activation of the neurocircuitry underpinning fear conditioning.
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Affiliation(s)
- Michael N. Dretsch
- U.S. Army Aeromedical Research Laboratory, Fort Rucker, AL, USA
- Human Dimension Division, HQ TRADOC, 950 Jefferson Ave, Fort Eustis, VA 23604, USA
| | - Kimberly H. Wood
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Thomas A. Daniel
- Department of Psychology, Auburn University, Auburn, AL, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | - Jeffrey S. Katz
- Department of Psychology, Auburn University, Auburn, AL, USA
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA
| | - Gopikrishna Deshpande
- Department of Psychology, Auburn University, Auburn, AL, USA
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA
| | - Adam M. Goodman
- Department of Psychology, Auburn University, Auburn, AL, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | | | - Kayli B. Wood
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Thomas S. Denney Jr.
- Department of Psychology, Auburn University, Auburn, AL, USA
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA
| | | | - David C. Knight
- Department of Psychology, University of Alabama at Birmingham, AL, USA
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32
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Goodman AM, Wheelock MD, Harnett NG, Mrug S, Granger DA, Knight DC. The hippocampal response to psychosocial stress varies with salivary uric acid level. Neuroscience 2016; 339:396-401. [PMID: 27725214 DOI: 10.1016/j.neuroscience.2016.10.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 09/29/2016] [Accepted: 10/02/2016] [Indexed: 12/13/2022]
Abstract
Uric acid is a naturally occurring, endogenous compound that impacts mental health. In particular, uric acid levels are associated with emotion-related psychopathology (e.g., anxiety and depression). Therefore, understanding uric acid's impact on the brain would provide valuable new knowledge regarding neural mechanisms that mediate the relationship between uric acid and mental health. Brain regions including the prefrontal cortex, amygdala, and hippocampus underlie stress reactivity and emotion regulation. Thus, uric acid may impact emotion by modifying the function of these brain regions. The present study used functional magnetic resonance imaging (fMRI) during a psychosocial stress task to investigate the relationship between baseline uric acid levels (in saliva) and brain function. Results demonstrate that activity within the bilateral hippocampal complex varied with uric acid concentrations. Specifically, activity within the hippocampus and surrounding cortex increased as a function of uric acid level. The current findings suggest that uric acid levels modulate stress-related hippocampal activity. Given that the hippocampus has been implicated in emotion regulation during psychosocial stress, the present findings offer a potential mechanism by which uric acid impacts mental health.
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Affiliation(s)
- Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States
| | - Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States
| | - Douglas A Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California at Irvine, 4201 Social and Behavioral Sciences Gateway, Irvine, CA 92697-7085, United States; Johns Hopkins University School of Nursing, Johns Hopkins University Bloomberg School of Public Health, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, CIRC 235 H, 1720 2nd Avenue South, Birmingham, AL 35294-1170, United States.
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33
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Harnett NG, Shumen JR, Wagle PA, Wood KH, Wheelock MD, Baños JH, Knight DC. Neural mechanisms of human temporal fear conditioning. Neurobiol Learn Mem 2016; 136:97-104. [PMID: 27693343 DOI: 10.1016/j.nlm.2016.09.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 09/20/2016] [Accepted: 09/26/2016] [Indexed: 01/21/2023]
Abstract
Learning the temporal relationship between a warning cue (conditioned stimulus; CS) and aversive threat (unconditioned stimulus; UCS) is an important aspect of Pavlovian conditioning. Although prior functional magnetic resonance imaging (fMRI) research has identified brain regions that support Pavlovian conditioning, it remains unclear whether these regions support time-related processes important for this type of associative learning. Elucidating the neural substrates of temporal conditioning is important for a complete understanding of the Pavlovian conditioning process. Therefore, the present study used a temporal Pavlovian conditioning procedure to investigate brain activity that mediates the formation of temporal associations. During fMRI, twenty-three healthy volunteers completed a temporal conditioning procedure and a control task that does not support conditioning. Specifically, during the temporal conditioning procedure, the UCS was presented at fixed intervals (ITI: 20s) while in the control condition the UCS was presented at random intervals (Average ITI: 20s, ITI Range: 6-34s). We observed greater skin conductance responses and expectancy of the UCS during fixed (i.e., temporal conditioning) relative to random (i.e., control procedure) interval trials. These findings demonstrate fixed trials support temporal conditioning, while random trials do not. During fixed interval trials, greater conditioned fMRI signal responses were observed within dorsolateral prefrontal cortex, inferior parietal lobule, inferior and middle temporal cortex, hippocampus, and amygdala. The current findings suggest these brain regions constitute a neural circuit that encodes the temporal information necessary for Pavlovian fear conditioning.
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Affiliation(s)
- Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - Joshua R Shumen
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - Pooja A Wagle
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - James H Baños
- Department of Medical Education, University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, United States.
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Grady AK, Bowen KH, Hyde AT, Totsch SK, Knight DC. Effect of continuous and partial reinforcement on the acquisition and extinction of human conditioned fear. Behav Neurosci 2015; 130:36-43. [PMID: 26692449 DOI: 10.1037/bne0000121] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Extinction of Pavlovian conditioned fear in humans is a popular paradigm often used to study learning and memory processes that mediate anxiety-related disorders. Fear extinction studies often only pair the conditioned stimulus (CS) and unconditioned stimulus (UCS) on a subset of acquisition trials (i.e., partial reinforcement/pairing) to prolong extinction (i.e., partial reinforcement extinction effect; PREE) and provide more time to study the process. However, there is limited evidence that the partial pairing procedures typically used during fear conditioning actually extend the extinction process, while there is strong evidence these procedures weaken conditioned response (CR) acquisition. Therefore, determining conditioning procedures that support strong CR acquisition and that also prolong the extinction process would benefit the field. The present study investigated 4 separate CS-UCS pairing procedures to determine methods that support strong conditioning and that also exhibit a PREE. One group (C-C) of participants received continuous CS-UCS pairings; a second group (C-P) received continuous followed by partial CS-UCS pairings; a third group (P-C) received partial followed by continuous CS-UCS pairings; and a fourth group (P-P) received partial CS-UCS pairings during acquisition. A strong skin conductance CR was expressed by C-C and P-C groups but not by C-P and P-P groups at the end of the acquisition phase. The P-C group maintained the CR during extinction. In contrast, the CR extinguished quickly within the C-C group. These findings suggest that partial followed by continuous CS-UCS pairings elicit strong CRs and prolong the extinction process following human fear conditioning.
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Affiliation(s)
- Ashley K Grady
- Department of Psychology, University of Alabama at Birmingham
| | - Kenton H Bowen
- Department of Psychology, University of Alabama at Birmingham
| | - Andrew T Hyde
- Department of Psychology, University of Alabama at Birmingham
| | - Stacie K Totsch
- Department of Psychology, University of Alabama at Birmingham
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham
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Abstract
The ability to regulate the emotional response to threat is critical to healthy emotional function. However, the response to threat varies considerably from person-to-person. This variability may be partially explained by differences in emotional processes, such as locus of control and affective state, which vary across individuals. Although the basic neural circuitry that mediates the response to threat has been described, the impact individual differences in affective state and locus of control have on that response is not well characterized. Understanding how these factors influence the neural response to threat would provide new insight into processes that mediate emotional function. Therefore, the present study used a Pavlovian conditioning procedure to investigate the influence individual differences in locus of control, positive affect, and negative affect have on the brain and behavioral responses to predictable and unpredictable threats. Thirty-two healthy volunteers participated in a fear conditioning study in which predictable and unpredictable threats (i.e., unconditioned stimulus) were presented during functional magnetic resonance imaging (fMRI). Locus of control showed a linear relationship with learning-related ventromedial prefrontal cortex (PFC) activity such that the more external an individual's locus of control, the greater their differential response to predictable versus unpredictable threat. In addition, positive and negative affectivity showed a curvilinear relationship with dorsolateral PFC, dorsomedial PFC, and insula activity, such that those with high or low affectivity showed reduced regional activity compared to those with an intermediate level of affectivity. Further, activity within the PFC, as well as other regions including the amygdala, were linked with the peripheral emotional response as indexed by skin conductance and electromyography. The current findings demonstrate that the neural response to threat within brain regions that mediate the peripheral emotional response is modulated by an individual's affective state as well as their perceptions of an event's causality.
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Affiliation(s)
| | | | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, USA
| | - Jordan C Ladnier
- Department of Psychology, University of Alabama at Birmingham, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, USA.
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Wood KH, Wheelock MD, Shumen JR, Bowen KH, Ver Hoef LW, Knight DC. Controllability modulates the neural response to predictable but not unpredictable threat in humans. Neuroimage 2015; 119:371-81. [PMID: 26149610 DOI: 10.1016/j.neuroimage.2015.06.086] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Revised: 06/12/2015] [Accepted: 06/14/2015] [Indexed: 01/15/2023] Open
Abstract
Stress resilience is mediated, in part, by our ability to predict and control threats within our environment. Therefore, determining the neural mechanisms that regulate the emotional response to predictable and controllable threats may provide important new insight into the processes that mediate resilience to emotional dysfunction and guide the future development of interventions for anxiety disorders. To better understand the effect of predictability and controllability on threat-related brain activity in humans, two groups of healthy volunteers participated in a yoked Pavlovian fear conditioning study during functional magnetic resonance imaging (fMRI). Threat predictability was manipulated by presenting an aversive unconditioned stimulus (UCS) that was either preceded by a conditioned stimulus (i.e., predictable) or by presenting the UCS alone (i.e., unpredictable). Similar to animal model research that has employed yoked fear conditioning procedures, one group (controllable condition; CC), but not the other group (uncontrollable condition; UC) was able to terminate the UCS. The fMRI signal response within the dorsolateral prefrontal cortex (PFC), dorsomedial PFC, ventromedial PFC, and posterior cingulate was diminished during predictable compared to unpredictable threat (i.e., UCS). In addition, threat-related activity within the ventromedial PFC and bilateral hippocampus was diminished only to threats that were both predictable and controllable. These findings provide insight into how threat predictability and controllability affects the activity of brain regions (i.e., ventromedial PFC and hippocampus) involved in emotion regulation, and may have important implications for better understanding neural processes that mediate emotional resilience to stress.
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Affiliation(s)
- Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Joshua R Shumen
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Kenton H Bowen
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Lawrence W Ver Hoef
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; Birmingham VA Medical Center, Birmingham, AL 35294, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, USA.
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Abstract
Attentional control settings have an important role in guiding visual behaviour. Previous work within cognitive psychology has found that the deployment of general attentional control settings can be modulated by training. However, research has not yet established whether long-term modifications of one particular type of attentional control setting can be induced. To address this, we investigated persistent alterations to feature search mode, also known as an attentional bias, towards an arbitrary stimulus in healthy participants. Subjects were biased towards the colour green by an information sheet. Attentional bias was assessed using a change detection task. After an interval of either 1 or 2 weeks, participants were then retested on the same change detection task, tested on a different change detection task where colour was irrelevant, or were biased towards an alternative colour. One experiment included trials in which the distractor stimuli (but never the target stimuli) were green. The key finding was that green stimuli in the second task attracted attention, despite this impairing task performance. Furthermore, inducing a second attentional bias did not override the initial bias toward green objects. The attentional bias also persisted for at least two weeks. It is argued that this persistent attentional bias is mediated by a chronic change to participants' attentional control settings, which is aided by long-term representations involving contextual cueing. We speculate that similar changes to attentional control settings and continuous cueing may relate to attentional biases observed in psychopathologies. Targeting these biases may be a productive approach to treatment.
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Affiliation(s)
- Helen C Knight
- a Department of Psychology , University of Sunderland , Sunderland , UK
| | - Daniel T Smith
- b Department of Psychology , Durham University , Stockton-on-Tees , UK
| | - David C Knight
- b Department of Psychology , Durham University , Stockton-on-Tees , UK
| | - Amanda Ellison
- b Department of Psychology , Durham University , Stockton-on-Tees , UK
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Wheelock MD, Sreenivasan KR, Wood KH, Ver Hoef LW, Deshpande G, Knight DC. Threat-related learning relies on distinct dorsal prefrontal cortex network connectivity. Neuroimage 2014; 102 Pt 2:904-12. [PMID: 25111474 DOI: 10.1016/j.neuroimage.2014.08.005] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Revised: 07/23/2014] [Accepted: 08/02/2014] [Indexed: 10/24/2022] Open
Abstract
Conditioned changes in the emotional response to threat (e.g. aversive unconditioned stimulus; UCS) are mediated in part by the prefrontal cortex (PFC). Unpredictable threats elicit large emotional responses, while the response is diminished when the threat is predictable. A better understanding of how PFC connectivity to other brain regions varies with threat predictability would provide important insights into the neural processes that mediate conditioned diminution of the emotional response to threat. The present study examined brain connectivity during predictable and unpredictable threat exposure using a fear conditioning paradigm (previously published in Wood et al., 2012) in which unconditioned functional magnetic resonance imaging data were reanalyzed to assess effective connectivity. Granger causality analysis was performed using the time series data from 15 activated regions of interest after hemodynamic deconvolution, to determine regional effective connectivity. In addition, connectivity path weights were correlated with trait anxiety measures to assess the relationship between negative affect and brain connectivity. Results indicate the dorsomedial PFC (dmPFC) serves as a neural hub that influences activity in other brain regions when threats are unpredictable. In contrast, the dorsolateral PFC (dlPFC) serves as a neural hub that influences the activity of other brain regions when threats are predictable. These findings are consistent with the view that the dmPFC coordinates brain activity to take action, perhaps in a reactive manner, when an unpredicted threat is encountered, while the dlPFC coordinates brain regions to take action, in what may be a more proactive manner, to respond to predictable threats. Further, dlPFC connectivity to other brain regions (e.g. ventromedial PFC, amygdala, and insula) varied with negative affect (i.e. trait anxiety) when the UCS was predictable, suggesting that stronger connectivity may be required for emotion regulation in individuals with higher levels of negative affect.
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Affiliation(s)
- M D Wheelock
- Department of Psychology, University of Alabama at Birmingham, USA
| | - K R Sreenivasan
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA
| | - K H Wood
- Department of Psychology, University of Alabama at Birmingham, USA
| | - L W Ver Hoef
- Department of Neurology, University of Alabama at Birmingham, School of Medicine, Birmingham VA Medical Center, USA
| | - Gopikrishna Deshpande
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA; Department of Psychology, Auburn University, Auburn, AL, USA
| | - D C Knight
- Department of Psychology, University of Alabama at Birmingham, USA.
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Abstract
The ability to respond adaptively to threats in a changing environment is an important emotional function. The amygdala is a critical component of the neural circuit that mediates many emotion-related processes, and thus likely plays an important role in modulating the peripheral emotional response to threat. However, prior research has largely focused on the amygdala's response to stimuli that signal impending threat, giving less attention to the amygdala's response to the threat itself. From a functional perspective, however, it is the response to the threat itself that is most biologically relevant. Thus, understanding the factors that influence the amygdala's response to threat is critical for a complete understanding of adaptive emotional processes. Therefore, we used functional MRI to investigate factors (i.e., valence and arousal of co-occurring visual stimuli) that influence the amygdala's response to threat (loud white noise). We also assessed whether changes in amygdala activity varied with the peripheral expression of emotion (indexed via skin conductance response; SCR). The results showed that threat-elicited amygdala activation varied with the arousal, not valence, of emotional images. More specifically, threat-elicited amygdala activation was larger to the threat when presented during high-arousal (i.e., negative and positive) versus low-arousal (i.e., neutral) images. Further, the threat-elicited amygdala response was positively correlated with threat-elicited SCR. These findings indicate the amygdala's response to threat is modified by the nature (e.g., arousal) of other stimuli in the environment. In turn, the amygdala appears to mediate important aspects of the peripheral emotional response to threat.
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Affiliation(s)
- Kimberly H. Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35233
| | - Lawrence W. Ver Hoef
- University of Alabama at Birmingham, School of Medicine; Birmingham VA Medical Center
| | - David C. Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35233
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Khazaie H, Saidi MR, Sepehry AA, Knight DC, Ahmadi M, Najafi F, Parvizi AA, Samadzadeh S, Tahmasian M. Abnormal ECG patterns in chronic post-war PTSD patients: a pilot study. Int J Behav Med 2014; 20:1-6. [PMID: 21960258 DOI: 10.1007/s12529-011-9197-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) is a psychiatric syndrome associated with high levels of sympathetic activation of the autonomic nervous system. Individuals diagnosed with PTSD have a high propensity for electrocardiogram (ECG) abnormalities, atrioventricular conductive defects, and cerebrovascular incidents. PURPOSE The aim of this study was to investigate ECG abnormalities in post-war PTSD patients. METHOD This pilot study compared patients diagnosed with chronic post-war PTSD (n = 30) to patients diagnosed with major depressive disorder (MDD; n = 24) and healthy controls (n = 20). Following the completion of the Structured Clinical Interview for the DSM (SCID), participants were assessed with a standard 12-lead ECG. RESULTS ECG abnormalities were observed in 66.7% of PTSD patients and 70.8% of MDD patients. In contrast, only 28.6% of the healthy control group showed ECG abnormalities. Multivariate logistic regression was used to adjust for participants' sex, smoking rate, education level, disease duration, and marital status. The results indicated that PTSD and MDD patients were more likely to have ECG abnormalities than the normal population (odds ratio for PTSD = 12.7, 95% confidence interval 1.9-83.9; and odds ratio for MDD = 14.9, 95% confidence interval 1.3-170.5). CONCLUSION PTSD and MDD patients showed elevated rates of ECG abnormalities compared to healthy controls. These findings have important implications for the medical treatment of PTSD and MDD given that both of these patient groups appear to be at increased risk of cardiovascular disorder.
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Affiliation(s)
- Habibolah Khazaie
- Sleep Research Center, Department of Psychiatry, Farabi Hospital, Kermanshah University of Medical Sciences (KUMS), PO Box 6719851151, Kermanshah, Iran.
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Wood KH, Kuykendall D, Ver Hoef LW, Knight DC. Neural substrates underlying learning-related changes of the unconditioned fear response. Open Neuroimag J 2013; 7:41-52. [PMID: 24478811 PMCID: PMC3905352 DOI: 10.2174/1874440001307010041] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2013] [Revised: 10/14/2013] [Accepted: 10/30/2013] [Indexed: 01/10/2023] Open
Abstract
The ability to predict an impending threat during Pavlovian conditioning diminishes the emotional response
that is produced once the threat is encountered. Diminution of the threat response appears to be mediated by somewhat
independent associative learning and expectancy-related processes. Therefore, the present study was designed to better
understand the neural mechanisms that support associative learning processes, independent of expectancy, that influence
the emotional response to a threat. Healthy volunteers took part in a Pavlovian conditioning procedure during which trait
anxiety, expectation of the unconditioned stimulus (UCS), skin conductance response (SCR), and functional magnetic
resonance imaging (fMRI) signal were assessed. The results showed no evidence for associative learning that was
independent of expectation. Threat-related SCR expression was diminished on predictable trials vs. unpredictable trials of
the UCS (i.e. conditioned UCR diminution). Similar to SCR, conditioned UCR diminution was observed within the left
dorsolateral PFC, dorsomedial PFC, ventromedial PFC, and left anterior insula. In contrast, potentiation of the threat-related
fMRI signal response was observed within left dorsolateral PFC, inferior parietal lobule (IPL), and posterior
insula. A negative relationship was observed between UCS expectancy and UCR expression within the dorsomedial PFC,
ventromedial PFC, and anterior insula. Finally, the anticipatory fMRI signal responses within the PFC, posterior
cingulate, and amygdala showed an inverse relationship with threat-related activation within the brain regions that showed
UCR diminution. The current findings suggest that the PFC and amygdala support learning-related processes that impact
the magnitude of the emotional response to a threat.
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Affiliation(s)
- Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, UK
| | - Dystany Kuykendall
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, UK
| | - Lawrence W Ver Hoef
- University of Alabama at Birmingham, School of Medicine; Birmingham VA Medical Center, UK
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL 35294, UK
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Tahmasian M, Knight DC, Manoliu A, Schwerthöffer D, Scherr M, Meng C, Shao J, Peters H, Doll A, Khazaie H, Drzezga A, Bäuml J, Zimmer C, Förstl H, Wohlschläger AM, Riedl V, Sorg C. Aberrant intrinsic connectivity of hippocampus and amygdala overlap in the fronto-insular and dorsomedial-prefrontal cortex in major depressive disorder. Front Hum Neurosci 2013; 7:639. [PMID: 24101900 PMCID: PMC3787329 DOI: 10.3389/fnhum.2013.00639] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Accepted: 09/14/2013] [Indexed: 02/03/2023] Open
Abstract
Neuroimaging studies of major depressive disorder (MDD) have consistently observed functional and structural changes of the hippocampus (HP) and amygdale (AY). Thus, these brain regions appear to be critical elements of the pathophysiology of MDD. The HP and AY directly interact and show broad and overlapping intrinsic functional connectivity (iFC) to other brain regions. Therefore, we hypothesized the HP and AY would show a corresponding pattern of aberrant intrinsic connectivity in MDD. Resting-state functional MRI was acquired from 21 patients with MDD and 20 healthy controls. ß-Maps of region-of-interest-based FC for bilateral body of the HP and basolateral AY were used as surrogates for iFC of the HP and AY. Analysis of variance was used to compare ß-maps between MDD and healthy control groups, and included covariates for age and gender as well as gray matter volume of the HP and AY. The HP and AY of MDD patient’s showed an overlapping pattern of reduced FC to the dorsomedial-prefrontal cortex and fronto-insular operculum. Both of these regions are known to regulate the interactions among intrinsic networks (i.e., default mode, central executive, and salience networks) that are disrupted in MDD. These results provide the first evidence of overlapping aberrant HP and AY intrinsic connectivity in MDD. Our findings suggest that aberrant HP and AY connectivity may interact with dysfunctional intrinsic network activity in MDD.
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Affiliation(s)
- Masoud Tahmasian
- Department of Neuroradiology, Klinikum rechts der Isar, Technische Universität München , Munich , Germany ; Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München , Munich , Germany ; TUM-Neuroimaging Center (TUM-NIC), Klinikum rechts der Isar, Technische Universität München , Munich , Germany ; Sleep Disorders Research Center, Department of Psychiatry, Kermanshah University of Medical Sciences (KUMS) , Kermanshah , Iran
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Reagh ZM, Knight DC. Negative, but not positive emotional images modulate the startle response independent of conscious awareness. Emotion 2013; 13:782-91. [DOI: 10.1037/a0032286] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Muncer SJ, Knight DC, Adams JW. Lexical decision and the number of morphemes and affixes. Scand J Psychol 2013; 54:349-52. [PMID: 23829866 DOI: 10.1111/sjop.12064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2013] [Accepted: 05/23/2013] [Indexed: 11/26/2022]
Abstract
There has been a considerable amount of research looking at the effects of both syllable number and syllable frequency on lexical decision and word naming times. Recently, there has also been an increased interest in morphological variables, but there have been no large scale studies that have examined the role of the number of morphemes in lexical decision for nonwords. This is partly because of the difficulty of identifying morphemes in nonwords. We present a program that identifies the presence of affixes and, therefore, can be used to count the number of morpheme-like elements in a nonword. We then used the program to measure the importance of affixes/morphemes in predicting lexical decision in nonwords. The results suggested that morphemes have an important role in lexical decision for both words and nonwords.
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Abstract
There has been an increasing volume of evidence supporting the role of the syllable in various word processing tasks. It has, however, been suggested that syllable effects may be caused by orthographic redundancy. In particular, it has been proposed that the presence of bigram troughs at syllable boundaries cause what are seen as syllable effects. We investigated the bigram trough hypothesis as an explanation of the number of syllables effect for lexical decision in five-letter words and nonwords from the British Lexicon Project. The number of syllables made a significant contribution to prediction of lexical decision times along with word frequency and orthographic similarity. The presence of a bigram trough did not. For nonwords, the number of syllables made a significant contribution to prediction of lexical decision times only for nonwords with relatively long decision times. The presence of a bigram trough made no contribution. The evidence presented suggests that the bigram trough cannot be an explanation of the syllable number effect in lexical decision. A comparison of the results from words and nonwords is interpreted as providing some support for dual-route models of reading.
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Affiliation(s)
- Steven J. Muncer
- Department of Psychology, University of Durham, Thornaby-on-Tees, UK
- Clinical Psychology, University of Teesside, Middlesbrough, UK
| | - David C. Knight
- Department of Psychology, University of Durham, Thornaby-on-Tees, UK
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Wood KH, Ver Hoef LW, Knight DC. Neural mechanisms underlying the conditioned diminution of the unconditioned fear response. Neuroimage 2012; 60:787-99. [DOI: 10.1016/j.neuroimage.2011.12.048] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2011] [Revised: 12/15/2011] [Accepted: 12/17/2011] [Indexed: 10/14/2022] Open
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Abstract
Pavlovian fear conditioning is often used in combination with functional magnetic resonance imaging (fMRI) in humans to investigate the neural substrates of associative learning. In these studies, it is important to provide behavioral evidence of conditioning to verify that differences in brain activity are learning-related and correlated with human behavior. Fear conditioning studies often monitor autonomic responses (e.g. skin conductance response; SCR) as an index of learning and memory. In addition, other behavioral measures can provide valuable information about the learning process and/or other cognitive functions that influence conditioning. For example, the impact unconditioned stimulus (UCS) expectancies have on the expression of the conditioned response (CR) and unconditioned response (UCR) has been a topic of interest in several recent studies. SCR and UCS expectancy measures have recently been used in conjunction with fMRI to investigate the neural substrates of aware and unaware fear learning and memory processes. Although these cognitive processes can be evaluated to some degree following the conditioning session, post-conditioning assessments cannot measure expectations on a trial-to-trial basis and are susceptible to interference and forgetting, as well as other factors that may distort results. Monitoring autonomic and behavioral responses simultaneously with fMRI provides a mechanism by which the neural substrates that mediate complex relationships between cognitive processes and behavioral/autonomic responses can be assessed. However, monitoring autonomic and behavioral responses in the MRI environment poses a number of practical problems. Specifically, 1) standard behavioral and physiological monitoring equipment is constructed of ferrous material that cannot be safely used near the MRI scanner, 2) when this equipment is placed outside of the MRI scanning chamber, the cables projecting to the subject can carry RF noise that produces artifacts in brain images, 3) artifacts can be produced within the skin conductance signal by switching gradients during scanning, 4) the fMRI signal produced by the motor demands of behavioral responses may need to be distinguished from activity related to the cognitive processes of interest. Each of these issues can be resolved with modifications to the setup of physiological monitoring equipment and additional data analysis procedures. Here we present a methodology to simultaneously monitor autonomic and behavioral responses during fMRI, and demonstrate the use of these methods to investigate aware and unaware memory processes during fear conditioning.
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Affiliation(s)
- David C Knight
- Department of Psychology, University of Alabama at Birmingham, USA.
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49
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Knight DC, Waters NS, King MK, Bandettini PA. Learning-related diminution of unconditioned SCR and fMRI signal responses. Neuroimage 2009; 49:843-8. [PMID: 19616105 DOI: 10.1016/j.neuroimage.2009.07.012] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2009] [Revised: 07/01/2009] [Accepted: 07/08/2009] [Indexed: 11/17/2022] Open
Abstract
During Pavlovian conditioning the expression of a conditioned response is typically taken as evidence that an association between a conditioned stimulus (CS) and an unconditioned stimulus (UCS) has been formed. However, learning-related changes in the unconditioned response (UCR) produced by a predictable UCS can also develop. Learning-related reductions in UCR magnitude are often referred to as UCR diminution. In the present study, we examined UCR diminution in the functional magnetic resonance imaging (fMRI) signal by pairing supra- and sub-threshold CS presentations with a UCS. UCR diminution was observed within several brain regions associated with fear learning and memory including the insula, inferior parietal lobe, ventromedial prefrontal cortex (PFC), dorsomedial PFC, and dorsolateral PFC. CS perception appeared to mediate UCR diminution within the ventromedial PFC and posterior cingulate cortex. UCRs within these regions were larger when the UCS followed an unperceived compared to a perceived CS. UCS expectancies appeared to modulate UCRs within the dorsomedial PFC, dorsolateral PFC, insula, and inferior parietal lobe. Activity within these regions showed an inverse relationship with participants' UCS expectancies, such that as UCS expectancy increased UCR magnitude decreased. In addition, activity within the dorsomedial PFC, dorsolateral PFC, and insula showed a linear relationship with unconditioned skin conductance response (SCR) expression. These findings demonstrate UCR diminution within the fMRI signal, and suggest that UCS expectancies modulate prefrontal cortex responses to aversive stimuli. In turn, prefrontal cortex activity appears to modulate the expression of unconditioned SCRs.
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Affiliation(s)
- David C Knight
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD 20892, USA.
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Knight DC, Waters NS, Bandettini PA. Neural substrates of explicit and implicit fear memory. Neuroimage 2009; 45:208-14. [DOI: 10.1016/j.neuroimage.2008.11.015] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2008] [Revised: 11/07/2008] [Accepted: 11/11/2008] [Indexed: 10/21/2022] Open
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