1
|
Byington CG, Goodman AM, Allendorfer JB, Correia S, LaFrance WC, Szaflarski JP. Decreased uncinate fasciculus integrity in functional seizures following traumatic brain injury. Epilepsia 2024; 65:1060-1071. [PMID: 38294068 DOI: 10.1111/epi.17896] [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] [Received: 08/21/2023] [Revised: 01/11/2024] [Accepted: 01/12/2024] [Indexed: 02/01/2024]
Abstract
OBJECTIVE The uncinate fasciculus (UF) has been implicated previously in contributing to the pathophysiology of functional (nonepileptic) seizures (FS). FS are frequently preceded by adverse life events (ALEs) and present with comorbid psychiatric symptoms, yet neurobiological correlates of these factors remain unclear. To address this gap, using advanced diffusion magnetic resonance imaging (dMRI), UF tracts in a large cohort of patients with FS and pre-existing traumatic brain injury (TBI + FS) were compared to those in patients with TBI without FS (TBI-only). We hypothesized that dMRI measures in UF structural connectivity would reveal UF differences when controlling for TBI status. Partial correlation tests assessed the potential relationships with psychiatric symptom severity measures. METHODS Participants with TBI-only (N = 46) and TBI + FS (N = 55) completed a series of symptom questionnaires and MRI scanning. Deterministic tractography via diffusion spectrum imaging (DSI) was implemented in DSI studio (https://dsi-studio.labsolver.org) with q-space diffeomorphic reconstruction (QSDR), streamline production, and manual segmentation to assess bilateral UF integrity. Fractional anisotropy (FA), radial diffusivity (RD), streamline counts, and their respective asymmetry indices (AIs) served as estimates of white matter integrity. RESULTS Compared to TBI-only, TBI + FS participants demonstrated decreased left hemisphere FA and RD asymmetry index (AI) for UF tracts (both p < .05, false discovery rate [FDR] corrected). Additionally, TBI + FS reported higher symptom severity in depression, anxiety, and PTSD measures (all p < .01). Correlation tests comparing UF white matter integrity differences to psychiatric symptom severity failed to reach criteria for significance (all p > .05, FDR corrected). SIGNIFICANCE In a large, well-characterized sample, participants with FS had decreased white matter health after controlling for the history of TBI. Planned follow-up analysis found no evidence to suggest that UF connectivity measures are a feature of group differences in mood or anxiety comorbidities for FS. These findings suggest that frontolimbic structural connectivity may play a role in FS symptomology, after accounting for prior ALEs and comorbid psychopathology severity.
Collapse
Affiliation(s)
- Caroline G Byington
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Adam M Goodman
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jane B Allendorfer
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Stephen Correia
- Departments of Psychiatry and Neurology, Veterans Affairs Providence Healthcare System, Rhode Island Hospital, Brown University, Providence, Rhode Island, USA
| | - W Curt LaFrance
- Departments of Psychiatry and Neurology, Veterans Affairs Providence Healthcare System, Rhode Island Hospital, Brown University, Providence, Rhode Island, USA
| | - Jerzy P Szaflarski
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Departments of Neurobiology and Neurosurgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| |
Collapse
|
2
|
Sharma AA, Nenert R, Goodman AM, Szaflarski JP. Brain temperature and free water increases after mild COVID-19 infection. Sci Rep 2024; 14:7450. [PMID: 38548815 PMCID: PMC10978935 DOI: 10.1038/s41598-024-57561-6] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 03/19/2024] [Indexed: 04/01/2024] Open
Abstract
The pathophysiology underlying the post-acute sequelae of COVID-19 remains understudied and poorly understood, particularly in healthy adults with a history of mild infection. Chronic neuroinflammation may underlie these enduring symptoms, but studying neuroinflammatory phenomena in vivo is challenging, especially without a comparable pre-COVID-19 dataset. In this study, we present a unique dataset of 10 otherwise healthy individuals scanned before and after experiencing mild COVID-19. Two emerging MR-based methods were used to map pre- to post-COVID-19 brain temperature and free water changes. Post-COVID-19 brain temperature and free water increases, which are indirect biomarkers of neuroinflammation, were found in structures functionally associated with olfactory, cognitive, and memory processing. The largest pre- to post-COVID brain temperature increase was observed in the left olfactory tubercle (p = 0.007, 95% CI [0.48, 3.01]), with a mean increase of 1.75 °C. Notably, the olfactory tubercle is also the region of the primary olfactory cortex where participants with chronic olfactory dysfunction showed the most pronounced increases as compared to those without lingering olfactory dysfunction (adjusted pFDR = 0.0189, 95% CI [1.42, 5.27]). These preliminary insights suggest a potential link between neuroinflammation and chronic cognitive and olfactory dysfunction following mild COVID-19, although further investigations are needed to improve our understanding of what underlies these phenomena.
Collapse
Affiliation(s)
- Ayushe A Sharma
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA.
- Department of Neurobiology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA.
| | - Rodolphe Nenert
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA
| | - Adam M Goodman
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA
| | - Jerzy P Szaflarski
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA.
- Department of Neurobiology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA.
- Department of Neurosurgery, University of Alabama at Birmingham (UAB), Birmingham, AL, USA.
- University of Alabama at Birmingham Epilepsy Center (UABEC), Birmingham, AL, USA.
| |
Collapse
|
3
|
Allendorfer JB, Nenert R, Goodman AM, Kakulamarri P, Correia S, Philip NS, LaFrance WC, Szaflarski JP. Brain network entropy, depression, and quality of life in people with traumatic brain injury and seizure disorders. Epilepsia Open 2024. [PMID: 38507279 DOI: 10.1002/epi4.12926] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 01/29/2024] [Accepted: 02/29/2024] [Indexed: 03/22/2024] Open
Abstract
OBJECTIVE Traumatic brain injury (TBI) often precedes the onset of epileptic (ES) or psychogenic nonepileptic seizures (PNES) with depression being a common comorbidity. The relationship between depression severity and quality of life (QOL) may be related to resting-state network complexity. We investigated these relationships in adults with TBI-only, TBI + ES, or TBI + PNES using Sample Entropy (SampEn), a measure of physiologic signals complexity. METHODS Adults with TBI-only (n = 60), TBI + ES (n = 21), or TBI + PNES (n = 56) completed the Beck Depression Inventory-II (BDI-II; depression symptom severity) and QOL in Epilepsy (QOLIE-31) assessments and underwent resting-state functional magnetic resonance imaging (rs-fMRI). SampEn values derived from six resting state functional networks were calculated per participant. Effects of group, network, and group-by-network-interactions for SampEn were investigated with a mixed-effects model. We examined relationships between BDI-II, QOL, and SampEn of each of the networks. RESULTS Groups did not differ in age, but there was a higher proportion of women with TBI + PNES (p = 0.040). TBI + ES and TBI-only groups did not differ in BDI-II or QOLIE-31 scores, while the TBI + PNES group scored worse on both measures. The fixed effects of the model revealed significant differences in SampEn values across networks (lower SampEn for the frontoparietal network compared to other networks). The likelihood ratio test for group-by-network-interactions was significant (p = 0.033). BDI-II was significantly negatively associated with Overall QOL scale scores in all groups, and significantly negatively associated with network SampEn values only in the TBI + PNES group. SIGNIFICANCE Only TBI + PNES had significant relationships between depression symptom severity and network SampEn values indicating that the resting state network complexity is related to depression severity in this group but not in TBI + ES or TBI-only. PLAIN LANGUAGE SUMMARY The brain has a complex network of internal connections. How well these connections work may be affected by TBI and seizures and may underlie mental health symptoms including depression; the worse the depression, the worse the quality of life. Our study compared brain organization in people with TBI, people with epilepsy after TBI, and people with nonepileptic seizures after TBI. Only people with nonepileptic seizures after TBI showed a relationship between how organized their brain connections were and how bad was their depression. We need to better understand these relationships to develop more impactful, effective treatments.
Collapse
Affiliation(s)
- Jane B Allendorfer
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Rodolphe Nenert
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Adam M Goodman
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Pranav Kakulamarri
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Stephen Correia
- VA RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, Rhode Island, USA
| | - Noah S Philip
- VA RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, Rhode Island, USA
- Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island, USA
| | - W Curt LaFrance
- VA RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, Rhode Island, USA
- Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island, USA
- Department of Neurology, Brown University, Providence, Rhode Island, USA
- Division of Neuropsychiatry and Behavioral Neurology, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Jerzy P Szaflarski
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| |
Collapse
|
4
|
Mueller C, Goodman AM, Nenert R, Allendorfer JB, Philip NS, Correia S, Oster RA, LaFrance WC, Szaflarski JP. Repeatability of neurite orientation dispersion and density imaging in patients with traumatic brain injury. J Neuroimaging 2023; 33:802-824. [PMID: 37210714 PMCID: PMC10524628 DOI: 10.1111/jon.13125] [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] [Received: 12/04/2022] [Revised: 05/05/2023] [Accepted: 05/11/2023] [Indexed: 05/23/2023] Open
Abstract
BACKGROUND AND PURPOSE The aim of this study was to assess the repeatability of neurite orientation dispersion and density imaging in healthy controls (HCs) and traumatic brain injury (TBI). METHODS Seventeen HCs and 48 TBI patients were scanned twice over 18 weeks with diffusion imaging. Orientation dispersion (ODI), neurite density (NDI), and the fraction of isotropic diffusion (F-ISO) were quantified in regions of interest (ROIs) from a gray matter, subcortical, and white matter atlas and compared using the coefficient of variation for repeated measures (CVrep ), which quantifies the expected percent change on repeated measurement. We used a modified signed likelihood ratio test (M-SLRT) to compare the CVrep between groups in each ROI while correcting for multiple comparisons. RESULTS NDI exhibited excellent repeatability in both groups; the only group difference was found in the fusiform gyrus, where HCs exhibited better repeatability (M-SLRT = 9.463, p = .0021). ODI also had excellent repeatability in both groups, although repeatability was significantly better in HCs in 16 cortical ROIs (p < .0022) and in the bilateral white matter and bilateral cortex (p < .0027). F-ISO exhibited relatively poor repeatability in both groups, with few group differences. CONCLUSION Overall, the repeatability of the NDI, ODI, and F-ISO metrics over an 18-week period is acceptable for assessing the effects of behavioral or pharmacological interventions, though caution is advised when assessing F-ISO changes over time.
Collapse
Affiliation(s)
- Christina Mueller
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, AL 35233
| | - Adam M. Goodman
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, AL 35233
| | - Rodolphe Nenert
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, AL 35233
| | - Jane B. Allendorfer
- Departments of Neurology and Neurobiology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Noah S. Philip
- Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, RI
| | - Stephen Correia
- Department of Psychiatry, Butler Hospital / Brown University, Providence, RI
| | - Robert A. Oster
- Department of Medicine, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - W. Curt LaFrance
- Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, RI
- Departments of Psychiatry and Neurology, Rhode Island Hospital / Brown University, Providence, RI
| | - Jerzy P. Szaflarski
- Departments of Neurology, Neurobiology and Neurosurgery, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL
| |
Collapse
|
5
|
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.
Collapse
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.
| |
Collapse
|
6
|
Mueller C, Goodman AM, Allendorfer JB, Nenert R, Gaston TE, Grayson LE, Correia S, Philip NS, Curt LaFrance W, Szaflarski JP. White Matter Changes after Neurobehavioral Therapy for Functional Seizures. Ann Neurol 2023. [PMID: 37084040 DOI: 10.1002/ana.26665] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 04/13/2023] [Accepted: 04/20/2023] [Indexed: 04/22/2023]
Abstract
OBJECTIVE We aimed to prospectively quantify changes in white matter morphology after neurobehavioral therapy (NBT) for functional seizures (FS) using neurite orientation dispersion and density imaging (NODDI). We hypothesized that patients with FS would exhibit white matter plasticity in the uncinate fasciculus, fornix/stria terminalis, cingulum, and corticospinal tract following NBT that would correlate with improvements in affective symptoms, post-concussive symptoms, and quality of life (QOL). METHODS Forty-two patients with traumatic brain injury (TBI) and FS (TBI + FS) underwent NBT and provided pre-/post-intervention neuroimaging and behavioral data; 47 controls with TBI without FS (TBI-only) completed the same measures but did not receive NBT. Changes in neurite density (NDI), orientation dispersion (ODI), and extracellular free water (FW) were compared between groups. RESULTS Significant ODI increases in the left uncinate fasciculus in TBI + FS (mean difference = 0.017, p = 0.039) correlated with improvements in posttraumatic symptoms (r = -0.395, p = 0.013), QOL (r = 0.474, r = 0.002), emotional wellbeing (r = 0.524, p < 0.001), and energy (r = 0.474, p = 0.002). In TBI-only, ODI decreased (mean difference = -0.008, p = 0.047) and FW increased (mean difference = 0.011, p = 0.003) in the right cingulum. FW increases correlated with increased psychological problems (r = 0.383, p = 0.013). In TBI + FS, NBT resulted in FS decreases of 3.5 seizures per week. None of the imaging changes correlated with FS frequency. INTERPRETATION We identified white matter changes after NBT in patients with FS that were associated with improved psychosocial functioning. NODDI could be incorporated into future mechanistic assessments of interventions in patients with FS. This article is protected by copyright. All rights reserved.
Collapse
Affiliation(s)
- Christina Mueller
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, Alabama, 35233
| | - Adam M Goodman
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, Alabama, 35233
| | - Jane B Allendorfer
- Depts of Neurology and Neurobiology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, Alabama, 35233
| | - Rodolphe Nenert
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, Alabama, 35233
| | - Tyler E Gaston
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, Alabama, 35233
- Birmingham Veterans Affairs Medical Center, 700 19th Street S, Birmingham, Alabama, 35233
| | - Leslie E Grayson
- Department of Neurology, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, Alabama, 35233
| | - Stephen Correia
- College of Public Health, University of Georgia, 100 Hudson Hall, Health Sciences Campus, 102 Spear Road, Athens, Georgia, 30602
| | - Noah S Philip
- VA RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, 830 Chalkstone Avenue, Providence, Rhode Island, 02908
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - W Curt LaFrance
- VA RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, 830 Chalkstone Avenue, Providence, Rhode Island, 02908
- Departments of Psychiatry and Neurology, Rhode Island Hospital / Brown University, Potter 3 Neuropsychiatry, 593 Eddy Street, Providence, Rhode Island, 02903
| | - Jerzy P Szaflarski
- Depts of Neurology, Neurobiology, and Neurosurgery, Heersink School of Medicine, University of Alabama at Birmingham, 1719 6th Ave S, Birmingham, Alabama, 35233
| |
Collapse
|
7
|
Goodman AM, Kakulamarri P, Nenert R, Allendorfer JB, Philip NS, Correia S, LaFrance WC, Szaflarski JP. Relationship between intrinsic network connectivity and psychiatric symptom severity in functional seizures. J Neurol Neurosurg Psychiatry 2023; 94:136-143. [PMID: 36302640 DOI: 10.1136/jnnp-2022-329838] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [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: 06/20/2022] [Accepted: 10/11/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND Traumatic brain injury (TBI) may precipitate the onset of functional seizures (FSs). Many patients with FS report at least one prior TBI, and these patients typically present with more severe psychiatric comorbidities. TBI and psychopathology are linked to changes in neural network connectivity, but their combined effects on these networks and relationship to the effects of FS remain unclear. We hypothesised that resting-state functional connectivity (rsFC) would differ between patients with FS and TBI (FS+TBI) compared with TBI without FS (TBI only), with variability only partially explained by the presence of psychopathology. METHODS Patients with FS+TBI (n=52) and TBI only (n=54) were matched for age and sex. All participants completed psychiatric assessments prior to resting-state functional MRI at 3 T. Independent component analysis identified five canonical rsFC networks related to emotion and motor functions. RESULTS Five linear mixed-effects analyses identified clusters of connectivity coefficients that differed between groups within the posterior cingulate of the default mode network, insula and supramarginal gyrus of the executive control network and bilateral anterior cingulate of the salience network (all α=0.05, corrected). Cluster signal extractions revealed decreased contributions to each network for FS+TBI compared to TBI only. Planned secondary analyses demonstrated correlations between signal and severity of mood, anxiety, somatisation and global functioning symptoms. CONCLUSIONS These findings indicate the presence of aberrant connectivity in FS and extend the biopsychosocial network model by demonstrating that common aetiology is linked to both FS and comorbidities, but the overlap in affected networks varies by comorbid symptoms.
Collapse
Affiliation(s)
- Adam M Goodman
- Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Pranav Kakulamarri
- Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA.,Psychology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Rodolphe Nenert
- Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jane B Allendorfer
- Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Noah S Philip
- RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, Rhode Island, USA.,Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Stephen Correia
- RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, Rhode Island, USA.,Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - W Curt LaFrance
- RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, Rhode Island, USA.,Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.,Neurology, Alpert Medical School of Brown University, Providence, RI, USA.,Division of Neuropsychiatry and Behavioral Neurology, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Jerzy P Szaflarski
- Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| |
Collapse
|
8
|
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.
Collapse
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.
| |
Collapse
|
9
|
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.
Collapse
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
| |
Collapse
|
10
|
Szaflarski JP, Allendorfer JB, Goodman AM, Byington CG, Philip NS, Correia S, LaFrance WC. Diagnostic delay in functional seizures is associated with abnormal processing of facial emotions. Epilepsy Behav 2022; 131:108712. [PMID: 35526462 DOI: 10.1016/j.yebeh.2022.108712] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 02/08/2022] [Revised: 04/10/2022] [Accepted: 04/16/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE In patients with functional seizures (FS), delay in diagnosis (DD) may negatively affect outcomes. Altered brain responses to emotional stimuli have been shown in adults with FS. We hypothesized that DD would be associated with differential fMRI activation in emotion processing circuits. METHODS Fifty-two adults (38 females) with video-EEG confirmed FS prospectively completed assessments related to symptoms of depression (BDI-II), anxiety (BAI), post-traumatic stress disorder (PCL-S), a measure of how their symptoms affect day-to-day life (GAF), and fMRI at 3T with emotional faces task (EFT). During fMRI, subjects indicated "male" or "female" via button press while implicitly processing happy, sad, fearful, and neutral faces. Functional magnetic resonance imaging (FMRI) response to each emotion was modeled and group analyses were performed in AFNI within pre-specified regions-of-interest involved in emotion processing. A median split (507 days) defined short- (s-DD) and long-delay diagnosis (l-DD) groups. Voxelwise regression analyses were also performed to examine linear relationship between DD and emotion processing. FMRI signal was extracted from clusters showing group differences and Spearman's correlations assessed relationships with symptom scores. RESULTS Groups did not differ in FS age of onset, sex distribution, years of education, TBI characteristics, EFT in-scanner or post-test performance, or scores on the GAF, BDI-II, BAI, and PCL-S measures. The s-DD group was younger than l-DD (mean age 32.6 vs. 40.1; p = 0.022) at the time of study participation. After correcting for age, compared to s-DD, the l-DD group showed greater fMRI activation to sad faces in the bilateral posterior cingulate cortex (PCC) and to neutral faces in the right anterior insula. Within-group linear regression revealed that with increasing DD, there was increased fMRI activation to sad faces in the PCC and to happy faces in the right anterior insula/inferior frontal gyrus (AI/IFG). There were positive correlations between PCC response to sad faces and BDI-II scores in the l-DD group (rho = 0.48, p = 0.012) and the combined sample (rho = 0.30, p = 0.029). Increased PCC activation to sad faces in those in the l-DD group was associated with worse symptoms of depression (i.e. higher BDI-II score). CONCLUSIONS Delay in FS diagnosis is associated with fMRI changes in PCC and AI/IFG. As part of the default mode network, PCC is implicated in mood control, self-referencing, and other emotion-relevant processes. In our study, PCC changes are linked to depression. Future studies should assess the effects of interventions on these abnormalities.
Collapse
Affiliation(s)
- Jerzy P Szaflarski
- Department of Neurology, University of Alabama at Birmingham (UAB), UAB Epilepsy Center, Birmingham, AL, USA.
| | - Jane B Allendorfer
- Department of Neurology, University of Alabama at Birmingham (UAB), UAB Epilepsy Center, Birmingham, AL, USA
| | - Adam M Goodman
- Department of Neurology, University of Alabama at Birmingham (UAB), UAB Epilepsy Center, Birmingham, AL, USA
| | - Caroline G Byington
- Department of Neurology, University of Alabama at Birmingham (UAB), UAB Epilepsy Center, Birmingham, AL, USA
| | - Noah S Philip
- VA RR&D Center for Neurorestoration & Neurotechnology, VA Providence Healthcare System, Providence, RI, USA; Dept of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| | - Stephen Correia
- VA RR&D Center for Neurorestoration & Neurotechnology, VA Providence Healthcare System, Providence, RI, USA
| | - W Curt LaFrance
- VA RR&D Center for Neurorestoration & Neurotechnology, VA Providence Healthcare System, Providence, RI, USA; Dept of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| |
Collapse
|
11
|
Goodman AM, Allendorfer JB, LaFrance WC, Szaflarski JP. Precentral gyrus and insula responses to stress vary with duration to diagnosis in functional seizures. Epilepsia 2022; 63:865-879. [PMID: 35112346 DOI: 10.1111/epi.17179] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [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: 07/20/2021] [Revised: 01/21/2022] [Accepted: 01/21/2022] [Indexed: 12/28/2022]
Abstract
OBJECTIVE This study was undertaken to determine whether undiagnosed illness duration (time between functional seizures [FS] onset and diagnosis) is linked to differences in neural response and functional connectivity during processing of stressful experiences. METHODS Forty-nine participants with traumatic brain injury preceding the onset of FS confirmed by video-electroencephalography were recruited prospectively. Participants completed psychiatric symptom assessments before undergoing functional magnetic resonance imaging (fMRI) with an acute psychosocial stress task. Linear mixed effects (LME) analyses identified significant interactions between the factors of group (early vs. delayed diagnosis) and time lag to diagnosis on neural responses to stressful math performance and auditory feedback (corrected α = .05). Functional connectivity analysis utilized clusters from initial LME analyses as seed regions to determine significant interactions between these factors on network functional connectivity. RESULTS Demographic and psychiatric symptom measures were similar between early (n = 25) and delayed (n = 24) groups. Responses to stressful math performance within the left anterior insula and functional connectivity between the anterior insula seed region and a precentral gyrus cluster were significantly negatively correlated with time lag to diagnosis for the early but not the delayed FS diagnosis group. There was no correlation between fMRI findings and psychiatric symptoms. SIGNIFICANCE This study indicates that aberrant left anterior insula activation and its functional connectivity to the precentral gyrus underlie differences in processing of stressful experiences in patients with delayed FS diagnosis. Follow-up comparisons suggest changes are associated with undiagnosed illness duration rather than psychiatric comorbidities and indicate a potential mechanistic association between neuropathophysiology, response to stressful experiences, and functional neuroanatomy in FS.
Collapse
Affiliation(s)
- Adam M Goodman
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - W Curt LaFrance
- Providence Veterans Affairs Medical Center, Rhode Island Hospital, Brown University, Providence, Rhode Island, USA
| | | |
Collapse
|
12
|
Sharma AA, Goodman AM, Allendorfer JB, Philip NS, Correia S, LaFrance WC, Szaflarski JP. Regional brain atrophy and aberrant cortical folding relate to anxiety and depression in patients with traumatic brain injury and psychogenic nonepileptic seizures. Epilepsia 2022; 63:222-236. [PMID: 34730239 PMCID: PMC8742780 DOI: 10.1111/epi.17109] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [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: 06/30/2021] [Revised: 09/21/2021] [Accepted: 10/15/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Psychogenic nonepileptic seizures (PNES) are characterized by multifocal and global abnormalities in brain function and connectivity. Only a few studies have examined neuroanatomic correlates of PNES. Traumatic brain injury (TBI) is reported in 83% of patients with PNES and may be a key component of PNES pathophysiology. In this study, we included patients with TBI preceding the onset of PNES (TBI-PNES) and TBI without PNES (TBI-only) to identify neuromorphometric abnormalities associated with PNES. METHODS Adults diagnosed with TBI-PNES (n = 62) or TBI-only (n = 59) completed psychological questionnaires and underwent 3-T magnetic resonance imaging. Imaging data were analyzed by voxel- and surface-based morphometry. Voxelwise general linear models computed group differences in gray matter volume, cortical thickness, sulcal depth, fractal dimension (FDf), and gyrification. Statistical models were assessed with permutation-based testing at 5000 iterations with the Threshold-Free Cluster Enhancement toolbox. Logarithmically scaled p-values corrected for multiple comparisons using familywise error were considered significant at p < .05. Post hoc analyses determined the association between structural and psychological measures (p < .05). RESULTS TBI-PNES participants demonstrated atrophy of the left inferior frontal gyrus and the right cerebellum VIII. Relative to TBI-only, TBI-PNES participants had decreased FDf in the right superior parietal gyrus and decreased sulcal depth in the left insular cortex. Significant clusters were positively correlated with global assessment of functioning scores, and demonstrated varying negative associations with measures of anxiety, depression, somatization, and global severity of symptoms. SIGNIFICANCE The diagnosis of PNES was associated with brain atrophy and reduced cortical folding in regions implicated in emotion processing, regulation, and response inhibition. Cortical folds primarily develop during the third trimester of pregnancy and remain relatively constant throughout the remainder of one's life. Thus, the observed aberrations in FDf and sulcal depth could originate early in development. The convergence of environmental, developmental, and neurobiological factors may coalesce to reflect the neuropathophysiological substrate of PNES.
Collapse
Affiliation(s)
- Ayushe A. Sharma
- Department of Neurology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA,Department of Neurobiology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Adam M. Goodman
- Department of Neurology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Jane B. Allendorfer
- Department of Neurology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA,University of Alabama at Birmingham Epilepsy Center (UABEC), Birmingham, AL, USA
| | - Noah S. Philip
- VA RR&D Center for Neurorestoration and Neurotechnology, Providence VA & Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence RI, USA
| | - Stephen Correia
- VA RR&D Center for Neurorestoration and Neurotechnology, Providence VA & Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence RI, USA
| | - W. Curt LaFrance
- Department of Neurology, Brown University, Providence, RI, USA,VA RR&D Center for Neurorestoration and Neurotechnology, Providence VA & Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence RI, USA
| | - Jerzy P. Szaflarski
- Department of Neurology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA,Department of Neurobiology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA,Department of Neurosurgery, University of Alabama at Birmingham (UAB), Birmingham, AL, USA,University of Alabama at Birmingham Epilepsy Center (UABEC), Birmingham, AL, USA
| |
Collapse
|
13
|
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.
Collapse
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.
| |
Collapse
|
14
|
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.
Collapse
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.
| |
Collapse
|
15
|
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.
Collapse
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.
| |
Collapse
|
16
|
Abstract
Human neuroimaging has had a major impact on the biological understanding of epilepsy and the relationship between pathophysiology, seizure management, and outcomes. This review highlights notable recent advancements in hardware, sequences, methods, analyses, and applications of human neuroimaging techniques utilized to assess epilepsy. These structural, functional, and metabolic assessments include magnetic resonance imaging (MRI), positron emission tomography (PET), and magnetoencephalography (MEG). Advancements that highlight non-invasive neuroimaging techniques used to study the whole brain are emphasized due to the advantages these provide in clinical and research applications. Thus, topics range across presurgical evaluations, understanding of epilepsy as a network disorder, and the interactions between epilepsy and comorbidities. New techniques and approaches are discussed which are expected to emerge into the mainstream within the next decade and impact our understanding of epilepsies. Further, an increasing breadth of investigations includes the interplay between epilepsy, mental health comorbidities, and aberrant brain networks. In the final section of this review, we focus on neuroimaging studies that assess bidirectional relationships between mental health comorbidities and epilepsy as a model for better understanding of the commonalities between both conditions.
Collapse
Affiliation(s)
- Adam M. Goodman
- Department of Neurology, UAB Epilepsy Center, University of Alabama At Birmingham, 312 Civitan International Research Center, Birmingham, AL 35294 USA
| | - Jerzy P. Szaflarski
- Department of Neurology, UAB Epilepsy Center, University of Alabama At Birmingham, 312 Civitan International Research Center, Birmingham, AL 35294 USA
| |
Collapse
|
17
|
Houston JT, Nenert R, Allendorfer JB, Bebin EM, Gaston TE, Goodman AM, Szaflarski JP. White matter integrity after cannabidiol administration for treatment resistant epilepsy. Epilepsy Res 2021; 172:106603. [PMID: 33725662 DOI: 10.1016/j.eplepsyres.2021.106603] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 02/15/2021] [Accepted: 03/05/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVE The effects of individual cannabinoids on white matter integrity are unclear. Human studies have shown white matter maturation alterations in regular recreational cannabis users with the magnitude of these effects dependent on the age of exposure. However, studies have yet to determine which phytocannabinoids are most responsible for these changes. In the current study, we analyzed the effects of pharmaceutical grade cannabidiol oral solution (CBD; Epidiolex® in the U.S.; Epidyolex® in the EU; 100 mg/mL oral solution) on white matter integrity using diffusion MRI in patients with treatment resistant epilepsy (TRE). METHODS 15 patients with TRE underwent 3 T diffusion MRI prior to receiving CBD and then again approximately 12 weeks later while on a stable dose of CBD for at least two weeks. DTI analyzes were conducted using DSI Studio and tract-based spatial statistics (TBSS). RESULTS DTI analysis using DSI Studio showed significant increases in fractional anisotropy (FA) in the right medial lemniscus (p = 0.03), right superior cerebellar peduncle (p = 0.03) and the pontine crossing tract (p = 0.04); decreased mean diffusivity (MD) in the left uncinate fasciculus (p = 0.02) and the middle cerebellar peduncle (p = 0.04); decreased axial diffusivity (AD) in the left superior cerebellar peduncle (p = 0.05), right anterior limb of the internal capsule (p = 0.03), and right posterior limb of the internal capsule (p = 0.02); and decreased radial diffusivity (RD) in the middle cerebellar peduncle (p = 0.03) and left uncinate fasiculus (p = 0.01). The follow-up ANCOVA also yielded significant results when controlling for covariates of CBD dosage, age, sex, change in seizure frequency, and scanner type: FA increased in the pontine crossing tract (p = 0.03); RD decreased in the middle cerebellar peduncle (p = 0.04) and left uncinate fasciculus (p = 0.04). Subsequent TBSS analysis controlling for the same variables yielded no significant white matter differences between groups. CONCLUSION These findings indicate relatively minor short-term effects of highly-purified plant-derived CBD on white matter structural integrity in patients with TRE.
Collapse
Affiliation(s)
- J T Houston
- Department of Neurology and UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - R Nenert
- Department of Neurology and UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - J B Allendorfer
- Department of Neurology and UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - E M Bebin
- Department of Neurology and UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - T E Gaston
- Department of Neurology and UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - A M Goodman
- Department of Neurology and UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - J P Szaflarski
- Department of Neurology and UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA; Departments of Neurosurgery and Neurobiology, University of Alabama at Birmingham, Birmingham, AL, USA
| |
Collapse
|
18
|
Goodman AM, Diggs MD, Balachandran N, Kakulamarri PS, Oster RA, Allendorfer JB, Szaflarski JP. Repeatability of Neural and Autonomic Responses to Acute Psychosocial Stress. Front Neurosci 2020; 14:585509. [PMID: 33328855 PMCID: PMC7732671 DOI: 10.3389/fnins.2020.585509] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [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: 07/20/2020] [Accepted: 11/05/2020] [Indexed: 11/13/2022] Open
Abstract
FMRI Montreal Imaging Stress Tasks (MIST) have been shown to activate endocrine and autonomic stress responses that are mediated by a prefrontal cortex (PFC)-hippocampus-amygdala circuit. However, the stability of the neurobehavioral responses over time and the ability to monitor response to clinical interventions has yet to be validated. The objective of this study was to compare the fMRI and physiologic responses to acute psychosocial stress in healthy volunteers during initial and follow-up visits approximately 13 weeks later, simulating a typical duration of clinical intervention. We hypothesized that responses to stress would remain highly conserved across the 2 visits in the absence of an intervention. 15 healthy volunteers completed a variant of control math task (CMT) and stress math task (SMT) conditions based on MIST. Neural responses were modeled using an event-related design with estimates for math performance and auditory feedback for each task condition. For each visit, measures of stress reactivity included differential fMRI and heart rate (SMT-CMT), as well as salivary alpha-amylase before and after scanning sessions. The results revealed that differential fMRI, as well as increased heart rate and salivary alpha-amylase from before and after scanning remained similar between visits. Intraclass correlation coefficient (ICC) values revealed areas of reliable task-dependent BOLD fMRI signal response across visits for peaks of clusters for the main effect of condition (SMT vs CMT) within dorsal anterior cingulate cortex (ACC), insula, and hippocampus regions during math performance and within subgenual ACC, posterior cingulate cortex, dorsolateral PFC regions during auditory feedback. Given that the neurobehavioral response to acute stress remained highly conserved across visits in the absence of an intervention, this study confirms the utility for MIST for assessing longitudinal changes in controlled trials that can identify underlying neurobiological mechanisms involved in mediating the efficacy of stress-reduction interventions.
Collapse
Affiliation(s)
- Adam M Goodman
- Department of Neurology, University of Alabama at Birmingham (UAB) Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Michael David Diggs
- Department of Neurology, University of Alabama at Birmingham (UAB) Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Neha Balachandran
- Department of Neurology, University of Alabama at Birmingham (UAB) Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Pranav S Kakulamarri
- Department of Neurology, University of Alabama at Birmingham (UAB) Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Robert A Oster
- Department of Medicine, University of Alabama at Birmingham (UAB), Birmingham, AL, United States
| | - Jane B Allendorfer
- Department of Neurology, University of Alabama at Birmingham (UAB) Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Jerzy P Szaflarski
- Department of Neurology, University of Alabama at Birmingham (UAB) Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, United States
| |
Collapse
|
19
|
Balachandran N, Goodman AM, Allendorfer JB, Martin AN, Tocco K, Vogel V, LaFrance WC, Szaflarski JP. Relationship between neural responses to stress and mental health symptoms in psychogenic nonepileptic seizures after traumatic brain injury. Epilepsia 2020; 62:107-119. [PMID: 33238045 DOI: 10.1111/epi.16758] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [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: 08/04/2020] [Revised: 10/20/2020] [Accepted: 10/20/2020] [Indexed: 12/19/2022]
Abstract
OBJECTIVE To utilize traumatic brain injury (TBI) as a model for investigating functioning during acute stress experiences in psychogenic nonepileptic seizures (PNES) and to identify neural mechanisms underlying the link between changes in processing of stressful experiences and mental health symptoms in PNES. METHODS We recruited 94 participants: 50 with TBI only (TBI-only) and 44 with TBI and PNES (TBI + PNES). Participants completed mood (Beck Depression Inventory-II), anxiety (Beck Anxiety Inventory), and posttraumatic stress disorder (PTSD) symptom (PTSD Checklist-Specific Event) assessments before undergoing functional magnetic resonance imaging during an acute psychosocial stress task. Linear mixed-effects analyses identified clusters of significant interactions between group and neural responses to stressful math performance and stressful auditory feedback conditions within limbic brain regions (volume-corrected α = .05). Spearman rank correlation tests compared mean cluster signals to symptom assessments (false discovery rate-corrected α = .05). RESULTS Demographic and TBI-related measures were similar between groups; TBI + PNES demonstrated worse clinical symptom severity compared to TBI-only. Stressful math performance induced relatively greater reactivity within dorsomedial prefrontal cortex (PFC) and right hippocampal regions and relatively reduced reactivity within left hippocampal and dorsolateral PFC regions for TBI + PNES compared to TBI-only. Stressful auditory feedback induced relatively reduced reactivity within ventral PFC, cingulate, hippocampal, and amygdala regions for TBI + PNES compared to TBI-only. Changes in responses to stressful math within hippocampal and dorsal PFC regions were correlated with increased mood, anxiety, and PTSD symptom severity. SIGNIFICANCE Corticolimbic functions underlying processing of stressful experiences differ between patients with TBI + PNES and those with TBI-only. Relationships between these neural responses and symptom assessments suggest potential pathophysiologic mechanisms in PNES.
Collapse
Affiliation(s)
- Neha Balachandran
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA.,Departments of Neurobiology and Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Adam M Goodman
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jane B Allendorfer
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Amber N Martin
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Krista Tocco
- Providence Veterans Administration Medical Center, Rhode Island Hospital, Brown University, Providence, RI, USA
| | - Valerie Vogel
- Providence Veterans Administration Medical Center, Rhode Island Hospital, Brown University, Providence, RI, USA
| | - W Curt LaFrance
- Providence Veterans Administration Medical Center, Rhode Island Hospital, Brown University, Providence, RI, USA
| | - Jerzy P Szaflarski
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, AL, USA
| |
Collapse
|
20
|
Goodman AM, Allendorfer JB, Blum AS, Bolding MS, Correia S, Ver Hoef LW, Gaston TE, Grayson LE, Kraguljac NV, Lahti AC, Martin AN, Monroe WS, Philip NS, Tocco K, Vogel V, LaFrance WC, Szaflarski JP. White matter and neurite morphology differ in psychogenic nonepileptic seizures. Ann Clin Transl Neurol 2020; 7:1973-1984. [PMID: 32991786 PMCID: PMC7545605 DOI: 10.1002/acn3.51198] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 08/10/2020] [Accepted: 08/24/2020] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE To further evaluate the relationship between the clinical profiles and limbic and motor brain regions and their connecting pathways in psychogenic nonepileptic seizures (PNES). Neurite Orientation Dispersion and Density Indices (NODDI) multicompartment modeling was used to test the relationships between tissue alterations in patients with traumatic brain injury (TBI) and multiple psychiatric symptoms. METHODS The sample included participants with prior TBI (TBI; N = 37) but no PNES, and with TBI and PNES (TBI + PNES; N = 34). Participants completed 3T Siemens Prisma MRI high angular resolution imaging diffusion protocol. Statistical maps, including fractional anisotropy (FA), mean diffusivity (MD), neurite dispersion [orientation dispersion index (ODI)] and density [intracellular volume fraction (ICVF), and free water (i.e., isotropic) volume fraction (V-ISO)] signal intensity, were generated for each participant. Linear mixed-effects models identified clusters of between-group differences in indices of white matter changes. Pearson's r correlation tests assessed any relationship between signal intensity and psychiatric symptoms. RESULTS Compared to TBI, TBI + PNES revealed decreases in FA, ICVF, and V-ISO and increases in MD for clusters within cingulum bundle, uncinate fasciculus, fornix/stria terminalis, and corticospinal tract pathways (cluster threshold α = 0.05). Indices of white matter changes for these clusters correlated with depressive, anxiety, PTSD, psychoticism, and somatization symptom severity (FDR threshold α = 0.05). A follow-up within-group analysis revealed that these correlations failed to reach the criteria for significance in the TBI + PNES group alone. INTERPRETATION The results expand support for the hypothesis that alterations in pathways comprising the specific PNES network correspond to patient profiles. These findings implicate myelin-specific changes as possible contributors to PNES, thus introducing novel potential treatment targets.
Collapse
Affiliation(s)
- Adam M. Goodman
- Department of Neurology and the UAB Epilepsy CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Jane B. Allendorfer
- Department of Neurology and the UAB Epilepsy CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Andrew S. Blum
- Department of NeurologyRhode Island HospitalProvidenceRhode IslandUSA
- Brown UniversityProvidenceRhode IslandUSA
| | - Mark S. Bolding
- Department of RadiologyUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Stephen Correia
- Brown UniversityProvidenceRhode IslandUSA
- Department of Psychiatry and Human BehaviorAlpert Medical SchoolBrown UniversityRhode Island HospitalProvidenceRhode IslandUSA
- Center for Neurorestoration and NeurotechnologyProvidence VA Medical CenterProvidenceRhode IslandUSA
| | - Lawrence W. Ver Hoef
- Department of Neurology and the UAB Epilepsy CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Birmingham VA Medical CenterBirminghamAlabamaUSA
| | - Tyler E. Gaston
- Department of Neurology and the UAB Epilepsy CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Birmingham VA Medical CenterBirminghamAlabamaUSA
| | - Leslie E. Grayson
- Department of Neurology and the UAB Epilepsy CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Birmingham VA Medical CenterBirminghamAlabamaUSA
- Children’s of AlabamaUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Nina V. Kraguljac
- Department of Psychiatry and Behavioral NeurobiologyUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Adrienne C. Lahti
- Department of Psychiatry and Behavioral NeurobiologyUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Departments of Neurobiology and NeurosurgeryUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Amber N. Martin
- Department of Neurology and the UAB Epilepsy CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - William S. Monroe
- Department of Research ComputingUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Noah S. Philip
- Brown UniversityProvidenceRhode IslandUSA
- Center for Neurorestoration and NeurotechnologyProvidence VA Medical CenterProvidenceRhode IslandUSA
| | - Krista Tocco
- Department of NeurologyRhode Island HospitalProvidenceRhode IslandUSA
- Brown UniversityProvidenceRhode IslandUSA
- Center for Neurorestoration and NeurotechnologyProvidence VA Medical CenterProvidenceRhode IslandUSA
| | - Valerie Vogel
- Department of NeurologyRhode Island HospitalProvidenceRhode IslandUSA
- Brown UniversityProvidenceRhode IslandUSA
- Center for Neurorestoration and NeurotechnologyProvidence VA Medical CenterProvidenceRhode IslandUSA
| | - W. Curt LaFrance
- Center for Neurorestoration and NeurotechnologyProvidence VA Medical CenterProvidenceRhode IslandUSA
- Departments of Psychiatry and NeurologyRhode Island Hospital and Brown UniversityProvidenceRhode IslandUSA
| | - Jerzy P. Szaflarski
- Department of Neurology and the UAB Epilepsy CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Children’s of AlabamaUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Departments of Neurobiology and NeurosurgeryUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Comprehensive Neuroscience CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| |
Collapse
|
21
|
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.
Collapse
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.
| |
Collapse
|
22
|
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.
Collapse
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.
| |
Collapse
|
23
|
Houston J, Allendorfer J, Nenert R, Goodman AM, Szaflarski JP. White Matter Language Pathways and Language Performance in Healthy Adults Across Ages. Front Neurosci 2019; 13:1185. [PMID: 31736704 PMCID: PMC6838008 DOI: 10.3389/fnins.2019.01185] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [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: 05/09/2019] [Accepted: 10/21/2019] [Indexed: 12/14/2022] Open
Abstract
The goal of this study was to determine the relationship between age-related white matter changes, with a specific focus on previously identified language pathways, and language functioning in healthy aging. 228 healthy participants (126 female; 146 right-handed), ages 18 to 76, underwent 3.0 Tesla MR diffusion weighted imaging (DWI) and a battery of language assessments including the Boston Naming Test (BNT), the Peabody Picture Vocabulary Test (PPVT), the Controlled Oral Word Association Test (COWAT), Semantic Fluency Test (SFT), and a subset of the Boston Diagnostic Aphasia Examination (CI-BDAE). Using tract based spatial statistics (TBSS), we investigated measurements of fractional anisotropy (FA), axial diffusivity (AD), radial diffusivity (RD), and mean diffusivity (MD). TBSS was used to create a white matter skeleton that was then used to analyze white matter changes (indexed by FA, AD, RD, and MD) with age and language performance. Results focused primarily on significant relationships (p < 0.05, cluster-wise FDR corrected for multiple comparisons) in the canonical language white matter pathways. We found a diffuse linear decrease with age in global white matter FA and a significant focal increase in FA with age within the bilateral superior cerebellar peduncles (SCPs). We observed that increased BNT scores were associated with increased FA within the left SLF, and within the posterior and antero-lateral portions of the right inferior frontal-occipital fasciculus (IFOF). Increased SFT and PPVT scores were associated with increased FA within the posterior portion of the right IFOF and increased FA within the left body of the corpus callosum was associated with lower COWAT scores. We found no association between FA and BDAE. MD, RD, and AD, were found to be inversely proportional to FA within the IFOF, with AD showing a negative correlation with SFT, and RD and MD showing a negative correlation with BNT. There was no association between CI-BDAE and any of the white matter measures. Significant differences between sexes included more pronounced FA decrease with age within the right SLF in males vs. females; there were no differences in language performance scores between sexes. We also found that there was no decline in language testing scores with increasing age in our cohort. Taken together, our findings of varying relationships between DTI metrics and language function within multiple regions of the non-dominant IFOF suggest that more robust language networks with bilateral structural connectivity may contribute to better overall language functioning, regardless of age.
Collapse
Affiliation(s)
- James Houston
- Department of Neurology, UAB Epilepsy Center, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Jane Allendorfer
- Department of Neurology, UAB Epilepsy Center, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Rodolph Nenert
- Department of Neurology, UAB Epilepsy Center, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Adam M. Goodman
- Department of Neurology, UAB Epilepsy Center, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Jerzy P. Szaflarski
- Department of Neurology, UAB Epilepsy Center, The University of Alabama at Birmingham, Birmingham, AL, United States
- Departments of Neurosurgery and Neurobiology, The University of Alabama at Birmingham, Birmingham, AL, United States
| |
Collapse
|
24
|
Nair S, Nenert RE, Allendorfer JB, Goodman AM, Vannest J, Mirman D, Szaflarski JP. Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning. Front Neurosci 2019; 13:961. [PMID: 31572114 PMCID: PMC6749092 DOI: 10.3389/fnins.2019.00961] [Citation(s) in RCA: 8] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 08/27/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Self-generation of material compared to passive learning results in mproved memory performance; this may be related to recruitment of a fronto-temporal encoding network. Using a verbal paired-associate learning fMRI task, we examined the effects of sex, age, and handedness on the neural correlates of self-generation. METHODS Data from 174 healthy English-speaking participants (78M, 56 atypically handed; ages 19-76) were preprocessed using AFNI and FSL. Independent component analysis was conducted using GIFT (Group ICA fMRI Toolbox). Forty-one independent components were temporally sorted by task time series. Retaining correlations (r > 0.25) resulted in three task-positive ("generate") and three task-negative ("read") components. Using participants' back-projected components, we evaluated the effects of sex, handedness, and aging on activation lateralization and localization in task-relevant networks with two-sample t-tests. Further, we examined the linear relationship between sex and neuroimaging data with multiple regression, covarying for scanner, age, and handedness. RESULTS Task-positive components identified using ICA revealed a fronto-parietal network involved with self-generation, while task-negative components reflecting passive reading showed temporo-occipital involvement. Compared to older adults, younger adults exhibited greater task-positive involvement of the left inferior frontal gyrus and insula, whereas older adults exhibited reduced prefrontal lateralization. Greater involvement of the left angular gyrus in task-positive encoding networks among right-handed individuals suggests the reliance on left dominant semantic processing areas may be modulated by handedness. Sex effects on task-related encoding networks while controlling for age and handedness suggest increased right hemisphere recruitment among males compared to females, specifically in the paracentral lobe during self-generation and the suparmarginal gyrus during passive reading. IMPLICATIONS Identified neuroimaging differences suggest that sex, age, and handedness are factors in the differential recruitment of encoding network regions for both passive and active learning.
Collapse
Affiliation(s)
- Sangeeta Nair
- Department of Neurology, The University of Alabama at Birmingham, Birmingham, AL, United States
- Department of Psychology, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Rodolphe E. Nenert
- Department of Neurology, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Jane B. Allendorfer
- Department of Neurology, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Adam M. Goodman
- Department of Neurology, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Jennifer Vannest
- Department of Pediatrics, Division of Neurology, Cincinnati Children’s Hospital Medical Center, Pediatric Neuroimaging Research Consortium, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Daniel Mirman
- Department of Psychology, University of Edinburgh, Edinburgh, United Kingdom
| | - Jerzy P. Szaflarski
- Department of Neurology, The University of Alabama at Birmingham, Birmingham, AL, United States
| |
Collapse
|
25
|
Goodman AM, Allendorfer JB, Heyse H, Szaflarski BA, Eliassen JC, Nelson EB, Storrs JM, Szaflarski JP. Neural response to stress and perceived stress differ in patients with left temporal lobe epilepsy. Hum Brain Mapp 2019; 40:3415-3430. [PMID: 31033120 DOI: 10.1002/hbm.24606] [Citation(s) in RCA: 7] [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: 10/19/2018] [Revised: 03/21/2019] [Accepted: 04/14/2019] [Indexed: 01/28/2023] Open
Abstract
Patients with epilepsy are often able to predict seizure occurrence subsequent to an acute stress experience. However, neuroimaging investigations into the neural basis of this relationship or the potential influence of perceived life stress are limited. The current study assessed the relationship between perceived stress and the neurobehavioral response to stress in patients with left temporal lobe epilepsy (LTLE) and healthy controls (HCs) using heart rate, salivary cortisol level, and functional magnetic resonance imaging and compared these effects between HCs and LTLE. Matched on perceived stress levels, groups of 36 patients with LTLE and 36 HCs completed the Montreal Imaging Stress Task, with control and stress math task conditions. Among LTLEs, 27 reported that prior (acute) stress affected their seizures (LTLES+), while nine did not (LTLES-). The results revealed that increased perceived stress was associated with seizure frequency in LTLE. Further, cortisol secretion was greater in LTLE, but did not vary with perceived stress as observed in HCs. A linear mixed-effects analysis revealed that as perceived stress increased, activation in the hippocampal complex (parahippocampal gyrus and hippocampus) decreased during stressful math in the LTLES+, increased in HCs, but did not vary in the LTLES-. Task-based functional connectivity analyses revealed LTLE differences in hippocampal functional connectivity with sensory cortex specific to stressor modalities. We argue that the current study demonstrates an inhibitory hippocampal mechanism underlying differences in resilience to stress between HCs and LTLE, as well as LTLE patients who report stress as a precipitant of seizures.
Collapse
Affiliation(s)
- Adam M Goodman
- Department of Neurology and the UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama
| | - Jane B Allendorfer
- Department of Neurology and the UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama.,Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - Heidi Heyse
- Department of Psychiatry, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - Basia A Szaflarski
- Department of Neurology and the UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama
| | - James C Eliassen
- Department of Psychiatry, University of Cincinnati Academic Health Center, Cincinnati, Ohio.,Department of Psychology, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - Erik B Nelson
- Department of Psychiatry, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - Judd M Storrs
- Department of Psychiatry, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - Jerzy P Szaflarski
- Department of Neurology and the UAB Epilepsy Center, University of Alabama at Birmingham, Birmingham, Alabama.,Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, Ohio.,Department of Psychiatry, University of Cincinnati Academic Health Center, Cincinnati, Ohio.,Department of Psychology, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| |
Collapse
|
26
|
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).
Collapse
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
| |
Collapse
|
27
|
Dretsch MN, Rangaprakash D, Katz JS, Daniel TA, Goodman AM, Denney TS, Deshpande G. Strength and Temporal Variance of the Default Mode Network to Investigate Chronic Mild Traumatic Brain Injury in Service Members with Psychological Trauma. J Exp Neurosci 2019; 13:1179069519833966. [PMID: 30911222 PMCID: PMC6423682 DOI: 10.1177/1179069519833966] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [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: 12/06/2018] [Accepted: 02/05/2019] [Indexed: 11/21/2022] Open
Abstract
Background: There is a significant number of military personnel with a history of mild
traumatic brain injury (mTBI) who suffer from comorbid posttraumatic stress
symptoms (PTS). Although there is evidence of disruptions of the default
mode network (DMN) associated with PTS and mTBI, previous studies have only
studied static connectivity while ignoring temporal variability of
connectivity. Objective: To assess DMN disrupted or dysregulated neurocircuitry, cognitive
functioning, and psychological health of active-duty military with mTBI and
PTS. Method: U.S. Army soldiers with PTS (n = 14), mTBI + PTS (n = 25), and healthy
controls (n = 21) voluntarily completed a cognitive and symptom battery. In
addition, participants had magnetic resonance imaging (MRI) to assess both
static functional connectivity (SFC) and variance of dynamic functional
connectivity (vDFC) of the DMN. Results: Both the PTS and mTBI + PTS groups had significant symptoms, but only the
comorbid group had significant decrements in cognitive functioning. Both
groups showed less stable and disrupted neural signatures of the DMN, mainly
constituting the cingulate-frontal-temporal-parietal attention network.
Specifically, the PTS group showed a combination of both
reduced contralateral strength and reduced unilateral
variability of
frontal-cingulate-temporal
connectivities, as well as increased variability of
frontal-parietal connectivities. The
mTBI + PTS group had fewer abnormal connectives than the PTS group, all of
which included reduced strength of
frontal-temporal regions and
reduced variability
frontal-cingulate-temporal
regions. Greater SFC and vDFC connectivity of the left dorsolateral
prefrontal cortex (dlPFC) ↔ precuneus was associated with
higher cognitive scores and lower symptom scores. Conclusions: Findings suggest that individuals with PTS and mTBI + PTS have a propensity
for accentuated generation of thoughts, feelings, sensations, and/or images
while in a resting state. Compared with controls, only the PTS group was
associated with accentuated variability of the
frontal-parietal attention network.
While there were no significant differences in DMN connectivity strength
between the mTBI + PTS and PTS groups, variability of connectivity was able
to distinguish them.
Collapse
Affiliation(s)
- Michael N Dretsch
- U.S. Army Aeromedical Research Laboratory, Fort Rucker, AL, USA.,Department of Psychology, Auburn University, Auburn, AL, USA.,U.S. Army Medical Research Directorate-West, Walter Reed Army Institute for Research, Joint Base Lewis-McChord, WA, USA
| | - D Rangaprakash
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA.,AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, 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.,Alabama Advanced Imaging Consortium, Auburn University and The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Thomas A Daniel
- Department of Psychology, Auburn University, Auburn, AL, USA
| | - Adam M Goodman
- Department of Psychology, Auburn University, Auburn, AL, USA.,Alabama Advanced Imaging Consortium, Auburn University and The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Thomas S Denney
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA.,Alabama Advanced Imaging Consortium, Auburn University and The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gopikrishna Deshpande
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA.,Alabama Advanced Imaging Consortium, Auburn University and The University of Alabama at Birmingham, Birmingham, AL, USA
| |
Collapse
|
28
|
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.
Collapse
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.
| |
Collapse
|
29
|
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.
Collapse
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.
| |
Collapse
|
30
|
Dretsch MN, Daniel TA, Goodman AM, Katz JS, Denney T, Deshpande G, Robinson JL. Differential neural activation when voluntarily regulating emotions in service members with chronic mild traumatic brain injury. Appl Neuropsychol Adult 2017; 26:76-88. [PMID: 28925716 DOI: 10.1080/23279095.2017.1362406] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
The objective of this study was to characterize the functional activation of the neural correlates of voluntary regulation of emotion in soldiers both with and without chronic mild traumatic brain injury (mTBI). Using functional magnetic resonance imaging (fMRI) and a battery of cognitive and psychological health measures, we assessed differences between active-duty U.S. soldiers with chronic mTBI (n = 37) and without (Controls, n = 35). Participants were instructed to maintain (passively view), enhance, and suppress emotions associated with negative and neutral visual stimuli. The mTBI group showed significantly greater clinical symptoms, but only a mild decrement in attention. Group contrasts, while controlling for posttraumatic stress disorder (PTSD) symptoms, revealed a differential neural activation pattern compared to controls, but only during the enhance condition. Specifically, the mTBI group showed greater activation in the precentral gyrus, postcentral gyrus, inferior parietal lobe, insula, and superior temporal gyrus. Finally, the effect of PTSD symptoms during the enhance condition was associated with accentuated activation of the frontal and limbic regions implicated in both emotion regulation and PTSD. Hyperactivation of neural regions in the mTBI group during the enhance condition may reflect vigilance towards negative contextual stimuli and/or poor strategy that might result in suboptimal allocation of resources to regulate emotions.
Collapse
Affiliation(s)
- Michael N Dretsch
- a US Army Aeromedical Research Laboratory , Fort Rucker , Alabama , USA.,b Human Dimension Division , Headquarters Training and Doctrine Command , Fort Eustis , Virginia , USA
| | - Thomas A Daniel
- c Department of Psychology , Auburn University , Auburn , Alabama , USA
| | - Adam M Goodman
- c Department of Psychology , Auburn University , Auburn , Alabama , USA
| | - Jeffrey S Katz
- c Department of Psychology , Auburn University , Auburn , Alabama , USA.,d Auburn University MRI Research Center, Department of Electrical & Computer Engineering , Auburn University , Auburn , Alabama , USA.,e Alabama Advanced Imaging Consortium , Auburn University and University of Alabama , Birmingham , Alabama , USA
| | - Thomas Denney
- c Department of Psychology , Auburn University , Auburn , Alabama , USA.,d Auburn University MRI Research Center, Department of Electrical & Computer Engineering , Auburn University , Auburn , Alabama , USA.,e Alabama Advanced Imaging Consortium , Auburn University and University of Alabama , Birmingham , Alabama , USA
| | - Gopikrishna Deshpande
- c Department of Psychology , Auburn University , Auburn , Alabama , USA.,d Auburn University MRI Research Center, Department of Electrical & Computer Engineering , Auburn University , Auburn , Alabama , USA.,e Alabama Advanced Imaging Consortium , Auburn University and University of Alabama , Birmingham , Alabama , USA
| | - Jennifer L Robinson
- c Department of Psychology , Auburn University , Auburn , Alabama , USA.,d Auburn University MRI Research Center, Department of Electrical & Computer Engineering , Auburn University , Auburn , Alabama , USA.,e Alabama Advanced Imaging Consortium , Auburn University and University of Alabama , Birmingham , Alabama , USA
| |
Collapse
|
31
|
Goodman AM, Wang Y, Kwon WS, Byun SE, Katz JS, Deshpande G. Neural Correlates of Consumer Buying Motivations: A 7T functional Magnetic Resonance Imaging (fMRI) Study. Front Neurosci 2017; 11:512. [PMID: 28959182 PMCID: PMC5603698 DOI: 10.3389/fnins.2017.00512] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [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: 05/31/2017] [Accepted: 08/29/2017] [Indexed: 12/02/2022] Open
Abstract
Consumer buying motivations can be distinguished into three categories: functional, experiential, or symbolic motivations (Keller, 1993). Although prior neuroimaging studies have examined the neural substrates which enable these motivations, direct comparisons between these three types of consumer motivations have yet to be made. In the current study, we used 7 Tesla (7T) functional magnetic resonance imaging (fMRI) to assess the neural correlates of each motivation by instructing participants to view common consumer goods while emphasizing either functional, experiential, or symbolic values of these products. The results demonstrated mostly consistent activations between symbolic and experiential motivations. Although, these motivations differed in that symbolic motivation was associated with medial frontal gyrus (MFG) activation, whereas experiential motivation was associated with posterior cingulate cortex (PCC) activation. Functional motivation was associated with dorsolateral prefrontal cortex (DLPFC) activation, as compared to other motivations. These findings provide a neural basis for how symbolic and experiential motivations may be similar, yet different in subtle ways. Furthermore, the dissociation of functional motivation within the DLPFC supports the notion that this motivation relies on executive function processes relatively more than hedonic motivation. These findings provide a better understanding of the underlying neural functioning which may contribute to poor self-control choices.
Collapse
Affiliation(s)
- Adam M Goodman
- Department of Psychology, Auburn UniversityAuburn, AL, United States.,Department of Psychology, University of Alabama at BirminghamBirmingham, AL, United States
| | - Yun Wang
- Department of Electrical and Computer Engineering, AU MRI Research Center, Auburn UniversityAuburn, AL, United States
| | - Wi-Suk Kwon
- Department of Consumer and Design Sciences, Auburn UniversityAuburn, AL, United States
| | - Sang-Eun Byun
- Department of Retailing, University of South CarolinaColumbia, SC, United States
| | - Jeffrey S Katz
- Department of Psychology, Auburn UniversityAuburn, AL, United States.,Department of Electrical and Computer Engineering, AU MRI Research Center, Auburn UniversityAuburn, AL, United States.,Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at BirminghamBirmingham, AL, United States
| | - Gopikrishna Deshpande
- Department of Psychology, Auburn UniversityAuburn, AL, United States.,Department of Electrical and Computer Engineering, AU MRI Research Center, Auburn UniversityAuburn, AL, United States.,Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at BirminghamBirmingham, AL, United States
| |
Collapse
|
32
|
Rangaprakash D, Deshpande G, Daniel TA, Goodman AM, Robinson JL, Salibi N, Katz JS, Denney TS, Dretsch MN. Compromised hippocampus-striatum pathway as a potential imaging biomarker of mild-traumatic brain injury and posttraumatic stress disorder. Hum Brain Mapp 2017; 38:2843-2864. [PMID: 28295837 DOI: 10.1002/hbm.23551] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [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: 03/13/2016] [Revised: 12/24/2016] [Accepted: 02/16/2017] [Indexed: 11/07/2022] Open
Abstract
OBJECTIVES Military service members risk acquiring posttraumatic stress disorder (PTSD) and mild-traumatic brain injury (mTBI), with high comorbidity. Owing to overlapping symptomatology in chronic mTBI or postconcussion syndrome (PCS) and PTSD, it is difficult to assess the etiology of a patient's condition without objective measures. Using resting-state functional MRI in a novel framework, we tested the hypothesis that their neural signatures are characterized by functionally hyperconnected brain regions which are less variable over time. Additionally, we predicted that such connectivities possessed the highest ability in predicting the diagnostic membership of a novel subject (top-predictors) in addition to being statistically significant. METHODS U.S. Army Soldiers (N = 87) with PTSD and comorbid PCS + PTSD were recruited along with combat controls. Static and dynamic functional connectivities were evaluated. Group differences were obtained in accordance with our hypothesis. Machine learning classification (MLC) was employed to determine top predictors. RESULTS From whole-brain connectivity, we identified the hippocampus-striatum connectivity to be significantly altered in accordance with our hypothesis. Diffusion tractography revealed compromised white-matter integrity between aforementioned regions only in the PCS + PTSD group, suggesting a structural etiology for the PCS + PTSD group rather than being an extreme subset of PTSD. Employing MLC, connectivities provided worst-case accuracy of 84% (9% more than psychological measures). Additionally, the hippocampus-striatum connectivities were found to be top predictors and thus a potential biomarker of PTSD/mTBI. CONCLUSIONS PTSD/mTBI are associated with hippocampal-striatal hyperconnectivity from which it is difficult to disengage, leading to a habit-like response toward episodic traumatic memories, which fits well with behavioral manifestations of combat-related PTSD/mTBI. Hum Brain Mapp 38:2843-2864, 2017. © 2017 The Authors Human Brain Mapping Published by Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- D Rangaprakash
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.,Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, California
| | - Gopikrishna Deshpande
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.,Department of Psychology, Auburn University, Auburn, Alabama.,Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at Birmingham, Birmingham, Alabama
| | - Thomas A Daniel
- Department of Psychology, Auburn University, Auburn, Alabama.,Department of Psychology, Westfield State University, Westfield, Massachusetts
| | - Adam M Goodman
- Department of Psychology, Auburn University, Auburn, Alabama.,Department of Psychology, University of Alabama Birmingham, Birmingham, Alabama
| | - Jennifer L Robinson
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.,Department of Psychology, Auburn University, Auburn, Alabama.,Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at Birmingham, Birmingham, Alabama
| | - Nouha Salibi
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.,MR R&D, Siemens Healthcare, Malvern, Pennsylvania
| | - Jeffrey S Katz
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.,Department of Psychology, Auburn University, Auburn, Alabama.,Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at Birmingham, Birmingham, Alabama
| | - Thomas S Denney
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.,Department of Psychology, Auburn University, Auburn, Alabama.,Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at Birmingham, Birmingham, Alabama
| | - Michael N Dretsch
- U.S. Army Aeromedical Research Laboratory, Fort Rucker, Alabama.,Human Dimension Division, HQ TRADOC, Fort Eustis, Virginia
| |
Collapse
|
33
|
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.
Collapse
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
| |
Collapse
|
34
|
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.
Collapse
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.
| |
Collapse
|
35
|
Goodman AM, Katz JS, Dretsch MN. Military Affective Picture System (MAPS): A new emotion-based stimuli set for assessing emotional processing in military populations. J Behav Ther Exp Psychiatry 2016; 50:152-61. [PMID: 26255051 DOI: 10.1016/j.jbtep.2015.07.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [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: 02/13/2015] [Revised: 06/24/2015] [Accepted: 07/16/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Emotionally relevant pictorial stimuli utilized in studies to characterize both normal and pathological emotional responses do not include military scenarios. Failures to replicate consistent findings for military populations have led to speculation that these image sets do not capture personally relevant experiences. METHODS The Military Affective Picture System (MAPS) was developed consisting of 240 images depicting scenes common among military populations. A Self-Assessment Manikin was administered to a 1) U.S. Army soldiers and a 2) non-military population. RESULTS Findings revealed gender differences in valence and dominance dimensions, but not arousal, for both samples. Valence scores were higher for the military. Arousal ratings decrease as a product of combat exposure. Civilian females demonstrated stronger correlations of valence and arousal when viewing positive or negative images. LIMITATIONS Given the limited power achieved in the current studies' gender comparisons; it would be difficult to draw major conclusions regarding the interaction of combat exposure or military status with gender for each of the categories. Without having included the IAPS ratings for comparison it is difficult to conclude whether effects only pertain to viewing MAPS images, or if there was unintentional selection bias. Additional ratings would provide better assessments for these effects in both males and females. CONCLUSIONS The MAPS has potential as a screening instrument and clinical evaluation tool for assessing treatment outcomes for individuals with combat-related psychopathology. The MAPS is freely available for research to non-profit groups upon request at http://www.cla.auburn.edu/psychology/military-affective-picture-system/.
Collapse
Affiliation(s)
| | | | - Michael N Dretsch
- National Intrepid Center of Excellence, Bethesda, MD, USA; Army Aeromedical Research Laboratory, Fort Rucker, AL, USA
| |
Collapse
|
36
|
Magnotti JF, Goodman AM, Daniel TA, Elmore LC, Wright AA, Katz JS. Visual object complexity limits pigeon short-term memory. Behav Processes 2012; 93:31-8. [PMID: 23098992 DOI: 10.1016/j.beproc.2012.10.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2012] [Revised: 10/08/2012] [Accepted: 10/15/2012] [Indexed: 11/30/2022]
Abstract
The study of visual memory has repeatedly shown qualitatively similar visual short-term memory (VSTM) systems between human and many nonhuman species. In studies of human VSTM using change detection, increasing visual object complexity has an inverse effect on accuracy. In the current study, we assessed the functional relationship between visual object complexity and memory performance in visual change detection in pigeons and humans. Visual object complexity was quantified for each object type within each species using visual target search. Change detection performance was inversely related to object complexity in both species, suggesting that pigeon VSTM, like human VSTM, is limited by visual object complexity. Human participants were able to use a verbal-labeling strategy to mitigate some of the effect of visual object complexity, suggesting a qualitative difference in how the two species may solve certain visual discriminations. Considering the visual complexity of novel objects may also help explain previous failures to transfer relational rules to novel visual objects.
Collapse
Affiliation(s)
- John F Magnotti
- Department of Psychology, Auburn University, Auburn, AL, USA.
| | | | | | | | | | | |
Collapse
|
37
|
Hancock CP, Chaudhry S, Wall P, Goodman AM. Proof of concept percutaneous treatment system to enable fast and finely controlled ablation of biological tissue. Med Biol Eng Comput 2007; 45:531-40. [PMID: 17443357 DOI: 10.1007/s11517-007-0184-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2006] [Accepted: 03/05/2007] [Indexed: 02/06/2023]
Abstract
A prototype system has been developed for producing controllable ablation of spherical lesions with a diameter of up to 2 cm. The system is based on a solid-state energy source operating in the super high frequency (SHF is defined as being a frequency of between 3 and 30 GHz) region of the electromagnetic spectrum. Results obtained from preliminary tissue testing, performed on morbid tissue samples prepared in a laboratory environment, show repeatability in terms of shape and size of ablation, and demonstrate the ability to produce controlled ablation in morbid liver and kidney models.
Collapse
Affiliation(s)
- C P Hancock
- MicroOncology Ltd, First Floor, Unit 6, Brassmill Enterprise Centre, Brassmill Lane, B&NES, Bath, BA1 3JN, UK.
| | | | | | | |
Collapse
|
38
|
Mattson SN, Goodman AM, Caine C, Delis DC, Riley EP. Executive functioning in children with heavy prenatal alcohol exposure. Alcohol Clin Exp Res 1999; 23:1808-15. [PMID: 10591598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/14/2023]
Abstract
BACKGROUND Children with heavy prenatal alcohol exposure have well documented deficits in overall cognitive ability. Recently, attention has turned to the executive function (EF) domain in this population. Until recently, comprehensive measures of EF have not been available within one test battery. This study used a battery of tests to assess four domains of EF in alcohol-exposed children. METHODS The Delis-Kaplan Executive Function Scale was used to evaluate EF in 18 children with heavy prenatal alcohol exposure, with and without a diagnosis of fetal alcohol syndrome (FAS), and 10 nonexposed controls. Children ranged in age from 8 to 15 years. Measures from four domains of executive functioning were analyzed: planning ability, cognitive flexibility, selective inhibition, and concept formation and reasoning. Tasks consisted of primary EF measures as well as measures of secondary component skills. RESULTS Alcohol-exposed children were deficient on EF measures compared with nonexposed controls. Furthermore, in most cases, children with and without the FAS diagnosis did not differ from one another. These deficits were not entirely explainable by concomitant deficits on component skills. Specific impairments were identified within the domains of planning and response inhibition, with additional deficits in abstract thinking and flexibility. CONCLUSIONS Deficits in executive functioning were observed in alcohol-exposed children with or without the diagnosis of FAS and in the absence of mental retardation. Performance on these EF tasks provides insight into the cognitive processes driving overall performance and has implications for adaptive and daily functions. These results are consistent with anecdotal and empirical reports of deficits in behavioral control and with neuroanatomical evidence of volumetric reductions in structures within the frontal-subcortical system in children with heavy prenatal alcohol exposure.
Collapse
Affiliation(s)
- S N Mattson
- Center for Behavioral Teratology, San Diego State University, California, USA.
| | | | | | | | | |
Collapse
|
39
|
Abstract
This study presents normative data for 4-year-old children on the California Verbal Learning Test-Children's Version (CVLT-C), a measure of verbal learning and memory. Norms are currently available for children 5 years and older; however, normative data are unavailable for this younger population. Forty males and 40 females comprise this normative sample of 4-year-old children. The mean number of words recalled increased from the first to the fifth learning trial, and a consistent level of recall was maintained across delay recall trials. Extra-list intrusion responses were common and these responses were more frequent than correct responses on cued but not free recall conditions. Finally, yes/no recognition testing resulted in the greatest mean number of words remembered compared to the other trials. Overall, the pattern of performance across the learning and memory variables in this younger population was similar to that of older children, but at a lower level. These data suggest that 4-year-old children are able to perform this task, making possible the use of the CVLT-C in normal and clinical populations in this age group.
Collapse
Affiliation(s)
- A M Goodman
- Center for Behavioral Teratology, San Diego State University, CA 92120, USA
| | | | | |
Collapse
|
40
|
Abstract
OBJECTIVE To assess the extent to which rural physicians and allied health professionals are satisfied with consultation services provided by an interdisciplinary rehabilitation outreach team. DESIGN Descriptive survey. SETTING A rehabilitation outreach team that travels to 14 rural communities in eastern and northern Ontario, Canada. SUBJECTS Thirty-six rural physicians (response rate, 53.7%) and 62 allied health professionals (response rate, 92.5%) involved in the care of patients referred to the program. MAIN OUTCOME MEASURE Consumer satisfaction questionnaire. RESULTS Most respondents (94.7%) indicated that they were satisfied with the interdisciplinary consultation, with comparable rates of satisfaction reported by physicians and allied health professionals. The highest satisfaction ratings were given to items addressing the clarity of recommendations provided by team members and the quality of the team's interaction with patients. The lowest ratings were associated with the waiting time between visits. Of all the individual disciplines on the team, physiatry was rated as most important for rural consultations. However, in open-ended comments, respondents indicated that the interdisciplinary aspect of the service was its most valued characteristic, whereas infrequent visits were the greatest drawback. CONCLUSION The interdisciplinary outreach approach to rehabilitation consultation receives high satisfaction ratings from rural health professionals who refer patients to the outreach team, which supports this model as a way to enhance rehabilitation services in rural communities.
Collapse
Affiliation(s)
- K G Wilson
- Institute for Rehabilitation Research and Development, Specialized Physical Rehabilitation Program, The Rehabilitation Centre, Ottawa, Ontario, Canada
| | | | | | | | | |
Collapse
|
41
|
Abstract
The purpose of this study was to evaluate the acute hemodynamic effects of transitioning a patient from conventional mechanical ventilation (CMV) to high-frequency oscillatory ventilation (HFOV). Our hypothesis was that hemodynamic status would not be adversely affected by such a change. Ten pediatric patients with acute hypoxemic respiratory failure and a thermodilution pulmonary arterial catheter in place were prospectively evaluated on the transition from CMV to HFOV. Hemodynamic and respiratory data were obtained before and within 1 hour of transition to HFOV with a "high-volume" ventilation strategy. On CMV, the mean oxygenation index of the patients was 18+/-4. Despite increases in mean airway pressure and decreases in mean arterial pressure and systemic vascular resistance on HFOV, there was no change in pulmonary circulation variables, cardiac index, or oxygen delivery. We concluded that in pediatric patients with acute respiratory failure and unstable cardiovascular status, the transition from CMV to HFOV was not accompanied by a decrease in cardiac function or oxygen delivery.
Collapse
Affiliation(s)
- A M Goodman
- George Washington University School of Medicine, Department of Critical Care Medicine, Children's National Medical Center, Washington, DC 20010, USA
| | | |
Collapse
|
42
|
Abstract
PURPOSE To study the efficacy and safety of various dosages of metformin as compared with placebo in patients with type II diabetes mellitus. PATIENTS AND METHODS A 14-week, multicenter, double-blind, dose-response study was conducted. After a 3-week, single-blind, placebo-controlled washout, 451 patients with fasting plasma glucose levels of at least 180 mg/dL were randomized to receive an 11-week course of placebo or metformin given at 500, 1000, 1500, 2000, or 2500 mg daily. RESULTS Metformin improved glucose variables as compared with placebo. The adjusted mean changes in fasting plasma glucose from baseline associated with each metformin group at week 7, 11, or at endpoint exceeded those associated with placebo by 19 to 84 mg/dL at dosages of 500 to 2000 mg daily, respectively. The corresponding between-group differences in glycated hemoglobin (HbA1c) ranged from 0.6% to 2.0% at dosages of 500 to 2000 mg daily, respectively. All between-group differences were significant (P < 0.05) for both fasting plasma glucose and HbA1c at week 7, week 11, and endpoint, except for the difference between placebo and metformin 500 mg in fasting plasma glucose at endpoint (P = 0.054). Treatment-related adverse events occurred in 15% of patients in the placebo group and in 28% in the metformin group (P = 0.02); these were primarily manifested as digestive disturbances, such as diarrhea. CONCLUSIONS Metformin lowered fasting plasma glucose and HbA1c generally in a dose-related manner. Benefits were observed with as little as 500 mg of metformin; maximal benefits were observed at the upper limits of the recommended daily dosage. All dosages were well tolerated. Metformin appears to be a useful therapeutic option for physicians who wish to titrate drug therapy to achieve target glucose concentrations.
Collapse
Affiliation(s)
- A J Garber
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | | | | | | | | |
Collapse
|
43
|
Sambol NC, Chiang J, O'Conner M, Liu CY, Lin ET, Goodman AM, Benet LZ, Karam JH. Pharmacokinetics and pharmacodynamics of metformin in healthy subjects and patients with noninsulin-dependent diabetes mellitus. J Clin Pharmacol 1996; 36:1012-21. [PMID: 8973990 DOI: 10.1177/009127009603601105] [Citation(s) in RCA: 126] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
This study was conducted to assess the effect of noninsulin-dependent diabetes mellitus (NIDDM) and gender on the pharmacokinetics of metformin and to investigate whether or not metformin exhibits dose-dependent pharmacokinetics. The pharmacodynamic effects (on plasma glucose and insulin) of metformin in patients with NIDDM and in healthy subjects also were assessed. Nine patients with NIDDM and 9 healthy subjects received 4 single-blind single-dose treatments of metformin HCL (850 mg, 1,700 mg, 2,550 mg, and placebo) and a multiple-dose treatment of 850 mg metformin HCL (3 times daily for 19 doses). After each single-dose treatment and the final dose of the multiple-dose phase, multiple plasma and urine samples were collected for 48 hours and assayed for metformin levels. Plasma samples were also assayed for glucose and insulin levels. There were no significant differences in metformin kinetics in patients with NIDDM compared with healthy subjects, in men compared with women, or during multiple-dose treatment versus single-dose treatment. Plasma concentrations of metformin increase less than proportionally to dose, most likely due to a decrease in percent absorbed. In patients with NIDDM, single doses of 1,700-mg or higher of metformin significantly decrease postprandial, but not preprandial, glucose concentrations and do not influence insulin concentrations. With multiple doses, both preprandial and postprandial glucose concentrations and preprandial insulin concentrations were significantly lower than with placebo. The effect of metformin on glucose level is correlated with the average fasting plasma glucose level without drug. In healthy subjects, single and multiple doses of metformin showed no effect on plasma glucose, but significantly attenuated the rise in immediate postprandial insulin levels.
Collapse
Affiliation(s)
- N C Sambol
- Department of Biopharmaceutical Sciences, University of California San Francisco 94143-0446, USA
| | | | | | | | | | | | | | | |
Collapse
|
44
|
Sambol NC, Brookes LG, Chiang J, Goodman AM, Lin ET, Liu CY, Benet LZ. Food intake and dosage level, but not tablet vs solution dosage form, affect the absorption of metformin HCl in man. Br J Clin Pharmacol 1996; 42:510-2. [PMID: 8904626 DOI: 10.1111/j.1365-2125.1996.tb00017.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The pharmacokinetics of four single-dose treatments of the metformin administered orally (as the HCl salt) were compared in 24 healthy subjects: 500 mg and 850 mg tablets and 850 mg solution fasting and 850 mg tablet with food. Solution and tablet formulations are bioequivalent. Bioavailability of a 500 mg tablet is 14% greater than that of an 850 mg tablet. Compared with the fasting state, bioavailability is 24% lower, and the peak concentration delayed about 37 min when an 850 mg tablet is administered with food.
Collapse
Affiliation(s)
- N C Sambol
- Department of Biopharmaceutical Sciences, University of California, San Francisco 94143-0446, USA
| | | | | | | | | | | | | |
Collapse
|
45
|
Abstract
The effects of renal impairment and age on the pharmacokinetics of metformin were evaluated. The subjects, including 6 young, 12 elderly, and 3 middle-age healthy adults and 15 adults with various degrees of chronic renal impairment (CRI) each were given a single, 850-mg metformin HCl tablet. Multiple whole blood, plasma, and urine samples were collected and analyzed for metformin levels using a high-performance liquid chromatography (HPLC) method. In healthy elderly individuals, the plasma and whole blood clearance/absolute bioavailability values [CL/F and (CL/F)b], and corresponding renal clearance values (CLR and CLR,b) of metformin were 35-40% lower than the respective values in healthy young individuals. These two groups did not differ significantly with respect to volume of distribution (Vd), time to peak concentration (tmax), and parameters related to metformin's appearance in the urine. In the moderate and severe CRI groups, all clearance values were 74-78% lower than in the healthy young/middle-age group, and all other evaluable pharmacokinetic parameters (with the exception of tmax) differed significantly in this group. In the mild CRI group, clearance values of metformin, which were 23-33% lower than in the young/middle-age group, were the only parameters that differed significantly. Based on a regression analysis of the combined data, both creatinine clearance (CL*cr; corrected for body surface area) and age are predictors of metformin clearance, with the following model best fitting the data: CL/F [or (CL/F)b, CLR, CLR,b] = alpha + beta.CL*cr + gamma.CL*cr.age. Metformin should not be used in patients with moderate and severe CRI, or in patients with mild, but not absolutely stable, renal impairment. The initial and maximum doses in elderly patients and patients with stable mild CRI should be lowered to approximately one third that given to the general (i.e., patients without non-insulin-dependent diabetes) population.
Collapse
Affiliation(s)
- N C Sambol
- Department of Pharmacy, University of California San Francisco 94143-0446, USA
| | | | | | | | | | | | | |
Collapse
|
46
|
Abstract
BACKGROUND Sulfonylurea drugs have been the only oral therapy available for patients with non-insulin-dependent diabetes mellitus (NIDDM) in the United States. Recently, however, metformin has been approved for the treatment of NIDDM. METHODS We performed two large, randomized, parallel-group, double-blind, controlled studies in which metformin or another treatment was given for 29 weeks to moderately obese patients with NIDDM whose diabetes was inadequately controlled by diet (protocol 1: metformin vs. placebo; 289 patients), or diet plus glyburide (protocol 2: metformin and glyburide vs. metformin vs. glyburide; 632 patients). To determine efficacy we measured plasma glucose (while the patients were fasting and after the oral administration of glucose), lactate, lipids, insulin, and glycosylated hemoglobin before, during, and at the end of the study. RESULTS In protocol 1, at the end of the study the 143 patients in the metformin group, as compared with the 146 patients in the placebo group, had lower mean (+/- SE) fasting plasma glucose concentrations (189 +/- 5 vs. 244 +/- 6 mg per deciliter [10.6 +/- 0.3 vs. 13.7 +/- 0.3 mmol per liter], P < 0.001) and glycosylated hemoglobin values (7.1 +/- 0.1 percent vs. 8.6 +/- 0.2 percent, P < 0.001). In protocol 2, the 213 patients given metformin and glyburide, as compared with the 210 patients treated with glyburide alone, had lower mean fasting plasma glucose concentrations (187 +/- 4 vs. 261 +/- 4 mg per deciliter [10.5 +/- 0.2 vs. 14.6 +/- 0.2 mmol per liter], P < 0.001) and glycosylated hemoglobin values (7.1 +/- 0.1 percent vs. 8.7 +/- 0.1 percent, P < 0.001). The effect of metformin alone was similar to that of glyburide alone. Eighteen percent of the patients given metformin and glyburide had symptoms compatible with hypoglycemia, as compared with 3 percent in the glyburide group and 2 percent in the metformin group. In both protocols the patients given metformin had statistically significant decreases in plasma total and low-density lipoprotein cholesterol and triglyceride concentrations, whereas the values in the respective control groups did not change. There were no significant changes in fasting plasma lactate concentrations in any of the groups. CONCLUSIONS Metformin monotherapy and combination therapy with metformin and sulfonylurea are well tolerated and improve glycemic control and lipid concentrations in patients with NIDDM whose diabetes is poorly controlled with diet or sulfonylurea therapy alone.
Collapse
Affiliation(s)
- R A DeFronzo
- Diabetes Division, University of Texas Health Science Center, San Antonio, TX 78284, USA
| | | |
Collapse
|
47
|
Affiliation(s)
- N Williams
- Department of Surgery, Leicester Royal Infirmary, UK
| | | | | |
Collapse
|
48
|
|
49
|
Abstract
The incidence of clinically apparent retinal changes in 35 anemic patients and 35 age- and sex-matched control subjects was studied. Retinal photographs of all subjects were obtained. From these, all vascular and extravascular retinal lesions were noted. No retinal abnormalities were observed in the control subjects. Seven (20%) of the anemic patients exhibited extravascular lesions. There was no relationship detected between the occurrence of these changes and the severity or the cause of the anemia. Employing the assumption that true venous length for a given net distance traveled correlates with the degree of venous tortuosity, venous length over a standard radial distance from the optic disc was assessed with a curvometer. A significant negative correlation was determined between venous length and the level of hematocrit, thereby implying that retinal venous tortuosity is directly related to severity of anemia.
Collapse
|
50
|
Bacon BR, Treuhaft WH, Goodman AM. Azathioprine-induced pancytopenia. Occurrence in two patients with connective-tissue diseases. Arch Intern Med 1981; 141:223-226. [PMID: 7458518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Two patients became severely pancytopenic while receiving azathioprine in low dosages for treatment of connective-tissue diseases. While mild hematologic complications are common with this drug, we believe that the degree of bone marrow suppression exhibited in these two patients is unusual, especially at the dosages (0.75 and 1.25 mg/kg/day) of azathioprine being used.
Collapse
|