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Killanin AD, Ward TW, Embury CM, Calhoun VD, Wang Y, Stephen JM, Picci G, Heinrichs‐Graham E, Wilson TW. Effects of endogenous testosterone on oscillatory activity during verbal working memory in youth. Hum Brain Mapp 2024; 45:e26774. [PMID: 38949599 PMCID: PMC11215982 DOI: 10.1002/hbm.26774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/28/2024] [Accepted: 06/17/2024] [Indexed: 07/02/2024] Open
Abstract
Testosterone levels sharply rise during the transition from childhood to adolescence and these changes are known to be associated with changes in human brain structure. During this same developmental window, there are also robust changes in the neural oscillatory dynamics serving verbal working memory processing. Surprisingly, whereas many studies have investigated the effects of chronological age on the neural oscillations supporting verbal working memory, none have probed the impact of endogenous testosterone levels during this developmental period. Using a sample of 89 youth aged 6-14 years-old, we collected salivary testosterone samples and recorded magnetoencephalography during a modified Sternberg verbal working memory task. Significant oscillatory responses were identified and imaged using a beamforming approach and the resulting maps were subjected to whole-brain ANCOVAs examining the effects of testosterone and sex, controlling for age, during verbal working memory encoding and maintenance. Our primary results indicated robust testosterone-related effects in theta (4-7 Hz) and alpha (8-14 Hz) oscillatory activity, controlling for age. During encoding, females exhibited weaker theta oscillations than males in right cerebellar cortices and stronger alpha oscillations in left temporal cortices. During maintenance, youth with greater testosterone exhibited weaker alpha oscillations in right parahippocampal and cerebellar cortices, as well as regions across the left-lateralized language network. These results extend the existing literature on the development of verbal working memory processing by showing region and sex-specific effects of testosterone, and are the first results to link endogenous testosterone levels to the neural oscillatory activity serving verbal working memory, above and beyond the effects of chronological age.
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Affiliation(s)
- Abraham D. Killanin
- Institute for Human NeuroscienceBoys Town National Research HospitalNebraskaUSA
- Center for Pediatric Brain HealthBoys Town National Research HospitalNebraskaUSA
- College of MedicineUniversity of Nebraska Medical CenterOmahaNebraskaUSA
| | - Thomas W. Ward
- Institute for Human NeuroscienceBoys Town National Research HospitalNebraskaUSA
- Center for Pediatric Brain HealthBoys Town National Research HospitalNebraskaUSA
- Department of Pharmacology and NeuroscienceCreighton UniversityOmahaNebraskaUSA
| | - Christine M. Embury
- Institute for Human NeuroscienceBoys Town National Research HospitalNebraskaUSA
- Center for Pediatric Brain HealthBoys Town National Research HospitalNebraskaUSA
| | - Vince D. Calhoun
- Tri‐Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)Georgia State University, Georgia Institute of Technology, and Emory UniversityAtlantaGeorgiaUSA
| | - Yu‐Ping Wang
- Department of Biomedical EngineeringTulane UniversityNew OrleansLouisianaUSA
| | | | - Giorgia Picci
- Institute for Human NeuroscienceBoys Town National Research HospitalNebraskaUSA
- Center for Pediatric Brain HealthBoys Town National Research HospitalNebraskaUSA
- Department of Pharmacology and NeuroscienceCreighton UniversityOmahaNebraskaUSA
| | - Elizabeth Heinrichs‐Graham
- Institute for Human NeuroscienceBoys Town National Research HospitalNebraskaUSA
- Center for Pediatric Brain HealthBoys Town National Research HospitalNebraskaUSA
- Department of Pharmacology and NeuroscienceCreighton UniversityOmahaNebraskaUSA
| | - Tony W. Wilson
- Institute for Human NeuroscienceBoys Town National Research HospitalNebraskaUSA
- Center for Pediatric Brain HealthBoys Town National Research HospitalNebraskaUSA
- College of MedicineUniversity of Nebraska Medical CenterOmahaNebraskaUSA
- Department of Pharmacology and NeuroscienceCreighton UniversityOmahaNebraskaUSA
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Arif Y, Killanin AD, Zhu J, Willett MP, Okelberry HJ, Johnson HJ, Wilson TW. Hypertension Impacts the Oscillatory Dynamics Serving the Encoding Phase of Verbal Working Memory. Hypertension 2024; 81:1609-1618. [PMID: 38690668 PMCID: PMC11168866 DOI: 10.1161/hypertensionaha.124.22698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 04/09/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND Chronic hypertension is known to be a major contributor to cognitive decline, with executive function and working memory being among the domains most commonly affected. Despite the growing literature on such dysfunction in patients with hypertension, the underlying neural processes are poorly understood. METHODS In this cross-sectional study, we examine these neural processes by having participants with controlled hypertension, uncontrolled hypertension, and healthy controls perform a verbal working memory task during magnetoencephalography. Neural oscillations associated with the encoding and maintenance components of the working memory task were imaged and statistically evaluated among the 3 groups. RESULTS Differences related to hypertension emerged during the encoding phase, where the hypertension groups exhibited weaker α-β oscillatory responses compared with controls in the left parietal cortices, whereas such oscillatory activity differed between the 2 hypertension groups in the right prefrontal regions. Importantly, these neural responses in the prefrontal and parietal cortices during encoding were also significantly associated with behavioral performance across all participants. CONCLUSIONS Overall, our data suggest that hypertension is associated with neurophysiological abnormalities during working memory encoding, whereas the neural processes serving maintenance seem to be preserved. The right hemispheric neural responses likely reflected compensatory processing, which patients with controlled hypertension may use to achieve verbal working memory function at the level of controls, as opposed to the uncontrolled hypertension group where diminished resources may have limited such additional recruitment.
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Affiliation(s)
- Yasra Arif
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Abraham D. Killanin
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
- College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Jingqi Zhu
- University of Michigan, Ann Arbor, MI, USA
| | - Madelyn P. Willett
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Hannah J. Okelberry
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Hallie J. Johnson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Tony W. Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
- College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
- Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA
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Pulliam HR, Springer SD, Rice DL, Ende GC, Johnson HJ, Willett MP, Wilson TW, Taylor BK. Neurotoxic effects of home radon exposure on oscillatory dynamics serving attentional orienting in children and adolescents. Neuroimage 2024; 292:120606. [PMID: 38604538 PMCID: PMC11097196 DOI: 10.1016/j.neuroimage.2024.120606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 03/20/2024] [Accepted: 04/08/2024] [Indexed: 04/13/2024] Open
Abstract
Radon is a naturally occurring gas that contributes significantly to radiation in the environment and is the second leading cause of lung cancer globally. Previous studies have shown that other environmental toxins have deleterious effects on brain development, though radon has not been studied as thoroughly in this context. This study examined the impact of home radon exposure on the neural oscillatory activity serving attention reorientation in youths. Fifty-six participants (ages 6-14 years) completed a classic Posner cuing task during magnetoencephalography (MEG), and home radon levels were measured for each participant. Time-frequency spectrograms indicated stronger theta (3-7 Hz, 300-800 ms), alpha (9-13 Hz, 400-900 ms), and beta responses (14-24 Hz, 400-900 ms) during the task relative to baseline. Source reconstruction of each significant oscillatory response was performed, and validity maps were computed by subtracting the task conditions (invalidly cued - validly cued). These validity maps were examined for associations with radon exposure, age, and their interaction in a linear regression design. Children with greater radon exposure showed aberrant oscillatory activity across distributed regions critical for attentional processing and attention reorientation (e.g., dorsolateral prefrontal cortex, and anterior cingulate cortex). Generally, youths with greater radon exposure exhibited a reverse neural validity effect in almost all regions and showed greater overall power relative to peers with lesser radon exposure. We also detected an interactive effect between radon exposure and age where youths with greater radon exposure exhibited divergent developmental trajectories in neural substrates implicated in attentional processing (e.g., bilateral prefrontal cortices, superior temporal gyri, and inferior parietal lobules). These data suggest aberrant, but potentially compensatory neural processing as a function of increasing home radon exposure in areas critical for attention and higher order cognition.
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Affiliation(s)
- Haley R Pulliam
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Seth D Springer
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Danielle L Rice
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Grace C Ende
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Hallie J Johnson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Madelyn P Willett
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
| | - Brittany K Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA.
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Killanin AD, Ward TW, Embury CM, Calhoun VD, Wang YP, Stephen JM, Picci G, Heinrichs-Graham E, Wilson TW. Better with age: Developmental changes in oscillatory activity during verbal working memory encoding and maintenance. Dev Cogn Neurosci 2024; 66:101354. [PMID: 38330526 PMCID: PMC10864839 DOI: 10.1016/j.dcn.2024.101354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/21/2024] [Accepted: 02/01/2024] [Indexed: 02/10/2024] Open
Abstract
Numerous investigations have characterized the oscillatory dynamics serving working memory in adults, but few have probed its relationship with chronological age in developing youth. We recorded magnetoencephalography during a modified Sternberg verbal working memory task in 82 youth participants aged 6-14 years old. Significant oscillatory responses were identified and imaged using a beamforming approach and the resulting whole-brain maps were probed for developmental effects during the encoding and maintenance phases. Our results indicated robust oscillatory responses in the theta (4-7 Hz) and alpha (8-14 Hz) range, with older participants exhibiting stronger alpha oscillations in left-hemispheric language regions. Older participants also had greater occipital theta power during encoding. Interestingly, there were sex-by-age interaction effects in cerebellar cortices during encoding and in the right superior temporal region during maintenance. These results extend the existing literature on working memory development by showing strong associations between age and oscillatory dynamics across a distributed network. To our knowledge, these findings are the first to link chronological age to alpha and theta oscillatory responses serving working memory encoding and maintenance, both across and between male and female youth; they reveal robust developmental effects in crucial brain regions serving higher order functions.
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Affiliation(s)
- Abraham D Killanin
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Thomas W Ward
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
| | - Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Vince D Calhoun
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA, USA
| | - Yu-Ping Wang
- Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA
| | | | - Giorgia Picci
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
| | - Elizabeth Heinrichs-Graham
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA; Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA.
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Springer SD, Okelberry HJ, Willett MP, Johnson HJ, Meehan CE, Schantell M, Embury CM, Rempe MP, Wilson TW. Age-related alterations in the oscillatory dynamics serving verbal working memory processing. Aging (Albany NY) 2023; 15:14574-14590. [PMID: 38154102 PMCID: PMC10781444 DOI: 10.18632/aging.205403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 11/15/2023] [Indexed: 12/30/2023]
Abstract
Working memory (WM) is a foundational cognitive function involving the temporary storage of information. Unfortunately, WM is also one of the most sensitive cognitive functions to the detrimental effects of aging. Expanding the field's understanding of age-related WM changes is critical to advancing the development of strategies to mitigate age-related WM declines. In the current study, we investigated the neural mechanisms serving WM function in seventy-eight healthy aging adults (range: 20.2-65.2 years) using magnetoencephalography (MEG) and a Sternberg WM task with letter stimuli. Neural activity during the different phases of the WM task (i.e., encoding, maintenance, and retrieval) were imaged using a time-frequency resolved beamformer and whole-brain statistics were performed. We found stronger increases in theta activity and stronger decreases in alpha and beta activity (i.e., more negative relative to baseline) as a function of healthy aging. Specifically, age-related increases in theta activity were detected during the encoding period in the primary visual and left prefrontal cortices. Additionally, alpha and beta oscillations were stronger (i.e., more negative) during both encoding and maintenance in the left prefrontal cortex in older individuals. Finally, alpha and beta oscillations during the retrieval phase were stronger (i.e., more negative) in older participants within the prefrontal, parietal, and temporal cortices. Together, these results indicate that healthy aging strongly modulates the neural oscillatory dynamics serving WM function.
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Affiliation(s)
- Seth D. Springer
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Hannah J. Okelberry
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Madelyn P. Willett
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Hallie J. Johnson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Chloe E. Meehan
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Mikki Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Christine M. Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
| | - Maggie P. Rempe
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Tony W. Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE 68131, USA
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Embury CM, Lord GH, Drincic AT, Desouza CV, Wilson TW. Glycemic control level alters working memory neural dynamics in adults with type 2 diabetes. Cereb Cortex 2023; 33:8333-8341. [PMID: 37005060 PMCID: PMC10321117 DOI: 10.1093/cercor/bhad119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 03/12/2023] [Accepted: 03/13/2023] [Indexed: 04/04/2023] Open
Abstract
Poor glycemic control in type 2 diabetes has been associated with accentuated age-related cognitive decline, although the underlying neural mechanisms are not well understood. The current study sought to identify the impact of glycemic control on the neural dynamics serving working memory in adults with type 2 diabetes. Participants (n = 34, ages = 55-73) performed a working memory task while undergoing MEG. Significant neural responses were examined relative to poorer (A1c > 7.0%) or tighter glycemic control (A1c < 7.0%). Those with poorer glycemic control showed diminished responses within left temporal and prefrontal regions during encoding and showed diminished responses within right occipital cortex during maintenance but showed an enhanced activity in the left temporal, occipital, and cerebellar regions during maintenance. Notably, left temporal activity in encoding and left lateral occipital activity in maintenance significantly predicted performance on the task such that diminished temporal activity led to longer reaction times, which were driven by the poorer glycemic control group. Greater lateral occipital activity during maintenance was associated with both lower accuracy and longer reaction times across all participants. These findings suggest that glycemic control has a robust impact on the neural dynamics serving working memory, with distinct effects by subprocess (e.g. encoding vs. maintenance) and direct effects on behavior.
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Affiliation(s)
- Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, United States
- Department of Psychology, University of Nebraska, Omaha, NE 68182, United States
| | - Grace H Lord
- Department of Internal Medicine, Division of Diabetes, Endocrinology, and Metabolism, UNMC, Omaha, NE 68198, United States
| | - Andjela T Drincic
- Department of Internal Medicine, Division of Diabetes, Endocrinology, and Metabolism, UNMC, Omaha, NE 68198, United States
| | - Cyrus V Desouza
- Department of Internal Medicine, Division of Diabetes, Endocrinology, and Metabolism, UNMC, Omaha, NE 68198, United States
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, United States
- Department of Psychology, University of Nebraska, Omaha, NE 68182, United States
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O’Connor EE, Sullivan EV, Chang L, Hammoud DA, Wilson TW, Ragin AB, Meade CS, Coughlin J, Ances BM. Imaging of Brain Structural and Functional Effects in People With Human Immunodeficiency Virus. J Infect Dis 2023; 227:S16-S29. [PMID: 36930637 PMCID: PMC10022717 DOI: 10.1093/infdis/jiac387] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
Before the introduction of antiretroviral therapy, human immunodeficiency virus (HIV) infection was often accompanied by central nervous system (CNS) opportunistic infections and HIV encephalopathy marked by profound structural and functional alterations detectable with neuroimaging. Treatment with antiretroviral therapy nearly eliminated CNS opportunistic infections, while neuropsychiatric impairment and peripheral nerve and organ damage have persisted among virally suppressed people with HIV (PWH), suggesting ongoing brain injury. Neuroimaging research must use methods sensitive for detecting subtle HIV-associated brain structural and functional abnormalities, while allowing for adjustments for potential confounders, such as age, sex, substance use, hepatitis C coinfection, cardiovascular risk, and others. Here, we review existing and emerging neuroimaging tools that demonstrated promise in detecting markers of HIV-associated brain pathology and explore strategies to study the impact of potential confounding factors on these brain measures. We emphasize neuroimaging approaches that may be used in parallel to gather complementary information, allowing efficient detection and interpretation of altered brain structure and function associated with suboptimal clinical outcomes among virally suppressed PWH. We examine the advantages of each imaging modality and systematic approaches in study design and analysis. We also consider advantages of combining experimental and statistical control techniques to improve sensitivity and specificity of biotype identification and explore the costs and benefits of aggregating data from multiple studies to achieve larger sample sizes, enabling use of emerging methods for combining and analyzing large, multifaceted data sets. Many of the topics addressed in this article were discussed at the National Institute of Mental Health meeting "Biotypes of CNS Complications in People Living with HIV," held in October 2021, and are part of ongoing research initiatives to define the role of neuroimaging in emerging alternative approaches to identifying biotypes of CNS complications in PWH. An outcome of these considerations may be the development of a common neuroimaging protocol available for researchers to use in future studies examining neurological changes in the brains of PWH.
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Affiliation(s)
- Erin E O’Connor
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Edith V Sullivan
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
- Center for Health Sciences, SRI International, Menlo Park, California, USA
| | - Linda Chang
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Dima A Hammoud
- Center for Infectious Disease Imaging, Radiology and Imaging Sciences, NIH Clinical Center, Bethesda, Maryland, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, Nebraska, USA
| | - Ann B Ragin
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Christina S Meade
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Jennifer Coughlin
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Beau M Ances
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Schantell M, Taylor BK, Spooner RK, May PE, O’Neill J, Morsey BM, Wang T, Ideker T, Bares SH, Fox HS, Wilson TW. Epigenetic aging is associated with aberrant neural oscillatory dynamics serving visuospatial processing in people with HIV. Aging (Albany NY) 2022; 14:9818-9831. [PMID: 36534452 PMCID: PMC9831734 DOI: 10.18632/aging.204437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Despite effective antiretroviral therapy, cognitive impairment and other aging-related comorbidities are more prevalent in people with HIV (PWH) than in the general population. Previous research examining DNA methylation has shown PWH exhibit accelerated biological aging. However, it is unclear how accelerated biological aging may affect neural oscillatory activity in virally suppressed PWH, and more broadly how such aberrant neural activity may impact neuropsychological performance. METHODS In the present study, participants (n = 134) between the ages of 23 - 72 years underwent a neuropsychological assessment, a blood draw to determine biological age via DNA methylation, and a visuospatial processing task during magnetoencephalography (MEG). Our analyses focused on the relationship between biological age and oscillatory theta (4-8 Hz) and alpha (10 - 16 Hz) activity among PWH (n=65) and seronegative controls (n = 69). RESULTS PWH had significantly elevated biological age when controlling for chronological age relative to controls. Biological age was differentially associated with theta oscillations in the left posterior cingulate cortex (PCC) and with alpha oscillations in the right medial prefrontal cortex (mPFC) among PWH and seronegative controls. Stronger alpha oscillations in the mPFC were associated with lower CD4 nadir and lower current CD4 counts, suggesting such responses were compensatory. Participants who were on combination antiretroviral therapy for longer had weaker theta oscillations in the PCC. CONCLUSIONS These findings support the concept of interactions between biological aging and HIV status on the neural oscillatory dynamics serving visuospatial processing. Future work should elucidate the long-term trajectory and impact of accelerated aging on neural oscillatory dynamics in PWH.
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Affiliation(s)
- Mikki Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA
| | - Brittany K. Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE 68178, USA
| | - Rachel K. Spooner
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- Institute of Clinical Neuroscience and Medical Psychology, Heinrich-Heine University, Düsseldorf, Germany
| | - Pamela E. May
- Department of Neurological Sciences, UNMC, Omaha, NE 68198, USA
| | - Jennifer O’Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE 68198, USA
| | | | - Tina Wang
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Trey Ideker
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Sara H. Bares
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE 68198, USA
| | - Howard S. Fox
- Department of Neurological Sciences, UNMC, Omaha, NE 68198, USA
| | - Tony W. Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
- College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA
- Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE 68178, USA
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Penhale SH, Picci G, Ott LR, Taylor BK, Frenzel MR, Eastman JA, Wang YP, Calhoun VD, Stephen JM, Wilson TW. Impacts of adrenarcheal DHEA levels on spontaneous cortical activity during development. Dev Cogn Neurosci 2022; 57:101153. [PMID: 36174268 PMCID: PMC9519481 DOI: 10.1016/j.dcn.2022.101153] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 08/10/2022] [Accepted: 09/15/2022] [Indexed: 11/25/2022] Open
Abstract
Dehydroepiandrosterone (DHEA) production is closely associated with the first pubertal hormonal event, adrenarche. Few studies have documented the relationships between DHEA and functional brain development, with even fewer examining the associations between DHEA and spontaneous cortical activity during the resting-state. Thus, whether DHEA levels are associated with the known developmental shifts in the brain's idling cortical rhythms remains poorly understood. Herein, we examined spontaneous cortical activity in 71 typically-developing youth (9-16 years; 32 male) using magnetoencephalography (MEG). MEG data were source imaged and the power within five canonical frequency bands (delta, theta, alpha, beta, gamma) was computed to identify spatially- and spectrally-specific effects of salivary DHEA and DHEA-by-sex interactions using vertex-wise ANCOVAs. Our results indicated robust increases in power with increasing DHEA within parieto-occipital cortices in all frequency bands except alpha, which decreased with increasing DHEA. In the delta band, DHEA and sex interacted within frontal and temporal cortices such that with increasing DHEA, males exhibited increasing power while females showed decreasing power. These data suggest that spontaneous cortical activity changes with endogenous DHEA levels during the transition from childhood to adolescence, particularly in sensory and attentional processing regions. Sexually-divergent trajectories were only observed in later-developing frontal cortical areas.
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Affiliation(s)
- Samantha H Penhale
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Giorgia Picci
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Lauren R Ott
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Brittany K Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA
| | - Michaela R Frenzel
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Jacob A Eastman
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Yu-Ping Wang
- Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA
| | - Vince D Calhoun
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA
| | | | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA.
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10
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Heinrichs-Graham E, Wiesman AI, Embury CM, Schantell M, Joe TR, Eastman JA, Wilson TW. Differential impact of movement on the alpha and gamma dynamics serving visual processing. J Neurophysiol 2022; 127:928-937. [PMID: 35264002 PMCID: PMC8977134 DOI: 10.1152/jn.00380.2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 03/01/2022] [Accepted: 03/02/2022] [Indexed: 11/22/2022] Open
Abstract
Visual processing is widely understood to be served by a decrease in alpha activity in occipital cortices, largely concurrent with an increase in gamma activity. Although the characteristics of these oscillations are well documented in response to a range of complex visual stimuli, little is known about how these dynamics are impacted by concurrent motor responses, which is problematic as many common visual tasks involve such responses. Thus, in the current study, we used magnetoencephalography (MEG) and modified a well-established visual paradigm to explore the impact of motor responses on visual oscillatory activity. Thirty-four healthy adults viewed a moving gabor (grating) stimulus that was known to elicit robust alpha and gamma oscillations in occipital cortices. Frequency and power characteristics were assessed statistically for differences as a function of movement condition. Our results indicated that occipital alpha significantly increased in power during movement relative to no movement trials. No differences in peak frequency or power were found for gamma responses between the two movement conditions. These results provide valuable evidence of visuomotor integration and underscore the importance of careful task design and interpretation, especially in the context of complex visual processing, and suggest that even basic motor responses alter occipital visual oscillations in healthy adults.NEW & NOTEWORTHY Processing of visual stimuli is served by occipital alpha and gamma activity. Many studies have investigated the impact of visual stimuli on motor cortical responses, but few studies have systematically investigated the impact of motor responses on visual oscillations. We found that when participants are asked to move in response to a visual stimulus, occipital alpha power was modulated whereas gamma responses were unaffected. This suggests that these responses have dissociable roles in visuomotor integration.
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Affiliation(s)
- Elizabeth Heinrichs-Graham
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, Nebraska
- College of Medicine, Creighton University, Omaha, Nebraska
- College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
| | - Alex I Wiesman
- College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, Nebraska
- Department of Psychology, University of Nebraska at Omaha, Nebraska
| | - Mikki Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, Nebraska
- College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
| | - Timothy R Joe
- College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
- Department of Psychology, University of Nebraska at Omaha, Nebraska
| | - Jacob A Eastman
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, Nebraska
- College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, Nebraska
- College of Medicine, Creighton University, Omaha, Nebraska
- College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
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11
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Killanin AD, Embury CM, Picci G, Heinrichs-Graham E, Wang YP, Calhoun VD, Stephen JM, Wilson TW. Trauma moderates the development of the oscillatory dynamics serving working memory in a sex-specific manner. Cereb Cortex 2022; 32:5206-5215. [PMID: 35106552 PMCID: PMC9667155 DOI: 10.1093/cercor/bhac008] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/05/2022] [Accepted: 01/06/2022] [Indexed: 02/03/2023] Open
Abstract
Working memory, the ability to hold items in memory stores for further manipulation, is a higher order cognitive process that supports many aspects of daily life. Childhood trauma has been associated with altered cognitive development including particular deficits in verbal working memory (VWM), but the neural underpinnings remain poorly understood. Magnetoencephalography (MEG) studies of VWM have reliably shown decreased alpha activity in left-lateralized language regions during encoding, and increased alpha activity in parieto-occipital cortices during the maintenance phase. In this study, we examined whether childhood trauma affects behavioral performance and the oscillatory dynamics serving VWM using MEG in a cohort of 9- to 15-year-old youth. All participants completed a modified version of the UCLA Trauma History Profile and then performed a VWM task during MEG. Our findings indicated a sex-by-age-by-trauma three-way interaction, whereby younger females experiencing higher levels of trauma had the lowest d' accuracy scores and the strongest positive correlations with age (i.e. older performed better). Likewise, females with higher levels of childhood trauma exhibited altered age-related alpha changes during the maintenance phase within the right temporal and parietal cortices. These findings suggest that trauma exposure may alter the developmental trajectory of neural oscillations serving VWM processing in a sex-specific way.
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Affiliation(s)
- Abraham D Killanin
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA,College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA,Department of Psychology, University of Nebraska Omaha, Omaha, NE 68182, USA
| | - Giorgia Picci
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA
| | | | - Yu-Ping Wang
- Department of Biomedical Engineering, Tulane University, New Orleans, LA 70118, USA
| | - Vince D Calhoun
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA 30303, USA
| | | | - Tony W Wilson
- Corresponding author: Tony W. Wilson, Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA.
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12
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Cabral RF, Corrêa DG, Zimmermann N, Tukamoto G, Kubo TTA, Fonseca RP, Silva MM, Wilner NV, Bahia PRV, Gasparetto EL, Marchiori E. Preliminary comparative study of cortical thickness in HIV-infected patients with and without working memory deficit. PLoS One 2021; 16:e0261208. [PMID: 34890434 PMCID: PMC8664225 DOI: 10.1371/journal.pone.0261208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 11/25/2021] [Indexed: 11/18/2022] Open
Abstract
Purpose Changes in cerebral cortical regions occur in HIV-infected patients, even in those with mild neurocognitive disorders. Working memory / attention is one of the most affected cognitive domain in these patients, worsening their quality of life. Our objective was to assess whether cortical thickness differs between HIV-infected patients with and without working memory deficit. Methods Forty-one adult HIV-infected patients with and without working memory deficit were imaged on a 1.5 T scanner. Working memory deficit was classified by composite Z scores for performance on the Digits and Letter-Number Sequencing subtests of the Wechsler Adult Intelligence Scale (third edition; WAIS-III). Cortical thickness was determined using FreeSurfer software. Differences in mean cortical thickness between groups, corrected for multiple comparisons using Monte-Carlo simulation, were examined using the query design estimate contrast tool of the FreeSurfer software. Results Greater cortical thickness in left pars opercularis of the inferior frontal gyrus, and rostral and caudal portions of the left middle frontal gyrus (cluster 1; p = .004), and left superior frontal gyrus (cluster 2; p = .004) was observed in HIV-infected patients with working memory deficit compared with those without such deficit. Negative correlations were found between WAIS-III–based Z scores and cortical thickness in the two clusters (cluster 1: ρ = –0.59; cluster 2: ρ = –0.47). Conclusion HIV-infected patients with working memory deficit have regions of greater thickness in the left frontal cortices compared with those without such deficit, which may reflect increased synaptic contacts and/or an inflammatory response related to the damage caused by HIV infection.
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Affiliation(s)
- Rafael Ferracini Cabral
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Clínica de Diagnóstico por Imagem—Diagnósticos da America (CDPI-DASA), Rio de Janeiro, Rio de Janeiro, Brazil
- * E-mail:
| | - Diogo Goulart Corrêa
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Clínica de Diagnóstico por Imagem—Diagnósticos da America (CDPI-DASA), Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Paulo Niemeyer State Brain Institute, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Nicolle Zimmermann
- Department of Psychology, Paulo Niemeyer State Brain Institute, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Gustavo Tukamoto
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Clínica de Diagnóstico por Imagem—Diagnósticos da America (CDPI-DASA), Rio de Janeiro, Rio de Janeiro, Brazil
| | - Tadeu Takao Almodovar Kubo
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Clínica de Diagnóstico por Imagem—Diagnósticos da America (CDPI-DASA), Rio de Janeiro, Rio de Janeiro, Brazil
| | - Rochele Paz Fonseca
- Department of Psychology, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Marcos Martins Silva
- Department of Neurology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Nina Ventura Wilner
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Clínica de Diagnóstico por Imagem—Diagnósticos da America (CDPI-DASA), Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Paulo Niemeyer State Brain Institute, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Paulo Roberto Valle Bahia
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Emerson Leandro Gasparetto
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Radiology, Clínica de Diagnóstico por Imagem—Diagnósticos da America (CDPI-DASA), Rio de Janeiro, Rio de Janeiro, Brazil
| | - Edson Marchiori
- Department of Radiology, Hospital Universitário Clementino Fraga Filho, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
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13
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Pavlov YG, Kotchoubey B. Temporally distinct oscillatory codes of retention and manipulation of verbal working memory. Eur J Neurosci 2021; 54:6497-6511. [PMID: 34514642 DOI: 10.1111/ejn.15457] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 08/06/2021] [Indexed: 11/30/2022]
Abstract
Most psychophysiological studies of working memory (WM) target only the short-term memory construct, whereas short-term memory is only a part of the WM responsible for the storage of sensory information. Here, we aimed to further investigate oscillatory brain mechanisms supporting the executive components of WM-the part responsible for the manipulation of information. We conducted an exploratory reanalysis of a previously published EEG dataset where 156 participants (82 females) performed tasks requiring either simple retention or retention and manipulation of verbal information in WM. A relatively long delay period (>6 s) was employed to investigate the temporal trajectory of the oscillatory brain activity. Compared with baseline, theta activity was significantly enhanced during encoding and the delay period. Alpha-band power decreased during encoding and switched to an increase in the first part of the delay before returning to the baseline in the second part; beta-band power remained below baseline during encoding and the delay. The difference between the manipulation and retention tasks in spectral power had diverse temporal trajectories in different frequency bands. The difference maintained over encoding and the first part of the delay in theta, during the first part of the delay in beta, and during the whole delay period in alpha. Our results suggest that task-related modulations in theta power co-vary with the demands on the executive control network; beta suppression during mental manipulation can be related to the activation of motor networks; and alpha is likely to reflect the activation of language areas simultaneously with sensory input blockade.
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Affiliation(s)
- Yuri G Pavlov
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany.,Department of Psychology, Ural Federal University, Ekaterinburg, Russia
| | - Boris Kotchoubey
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
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14
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Koshy SM, Wiesman AI, Spooner RK, Embury C, Rezich MT, Heinrichs-Graham E, Wilson TW. Multielectrode Transcranial Electrical Stimulation of the Left and Right Prefrontal Cortices Differentially Impacts Verbal Working Memory Neural Circuitry. Cereb Cortex 2021; 30:2389-2400. [PMID: 31799616 DOI: 10.1093/cercor/bhz246] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Recent studies have examined the effects of conventional transcranial direct current stimulation (tDCS) on working memory (WM) performance, but this method has relatively low spatial precision and generally involves a reference electrode that complicates interpretation. Herein, we report a repeated-measures crossover study of 25 healthy adults who underwent multielectrode tDCS of the left dorsolateral prefrontal cortex (DLPFC), right DLPFC, or sham in 3 separate visits. Shortly after each stimulation session, participants performed a verbal WM (VWM) task during magnetoencephalography, and the resulting data were examined in the time-frequency domain and imaged using a beamformer. We found that after left DLPFC stimulation, participants exhibited stronger responses across a network of left-lateralized cortical areas, including the supramarginal gyrus, prefrontal cortex, inferior frontal gyrus, and cuneus, as well as the right hemispheric homologues of these regions. Importantly, these effects were specific to the alpha-band, which has been previously implicated in VWM processing. Although stimulation condition did not significantly affect performance, stepwise regression revealed a relationship between reaction time and response amplitude in the left precuneus and supramarginal gyrus. These findings suggest that multielectrode tDCS targeting the left DLPFC affects the neural dynamics underlying offline VWM processing, including utilization of a more extensive bilateral cortical network.
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Affiliation(s)
- Sam M Koshy
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Alex I Wiesman
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE 68198, USA.,Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Rachel K Spooner
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE 68198, USA.,Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Christine Embury
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE 68198, USA.,Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA.,Department of Psychology, University of Nebraska Omaha, Omaha, NE 68182, USA
| | - Michael T Rezich
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE 68198, USA.,Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE 68198, USA.,Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Tony W Wilson
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE 68198, USA.,Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
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15
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Schantell M, Taylor BK, Lew BJ, O'Neill JL, May PE, Swindells S, Wilson TW. Gray matter volumes discriminate cognitively impaired and unimpaired people with HIV. NEUROIMAGE-CLINICAL 2021; 31:102775. [PMID: 34375884 PMCID: PMC8358696 DOI: 10.1016/j.nicl.2021.102775] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 07/23/2021] [Accepted: 07/25/2021] [Indexed: 01/13/2023]
Abstract
HIV-associated neurocognitive disorders (HAND) are common in people with HIV. HAND is typically diagnosed using a neuropsychological assessment battery. We examined whether gray matter volumes can be used to identify HAND cases. Gray matter volumes accurately discriminated people with and without HAND. Stratifying by sex improved discriminability, revealing sex differences in HAND.
Background Current diagnostic criteria of HIV-associated neurocognitive disorders (HAND) rely on neuropsychological assessments. The aim of this study was to evaluate if gray matter volumes (GMV) can distinguish people with HAND, neurocognitively unimpaired people with HIV (unimpaired PWH), and uninfected controls using linear discriminant analyses. Methods A total of 231 participants, including 110 PWH and 121 uninfected controls, completed a neuropsychological assessment and an MRI protocol. Among PWH, HAND (n = 48) and unimpaired PWH (n = 62) designations were determined using the widely accepted Frascati criteria. We then assessed the extent to which GMV, corrected for intracranial volume, could accurately distinguish the three groups using linear discriminant analysis. Sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, area under the curve (AUC), and accuracy were computed for each model using the classification results based on GMV compared to the neuropsychological assessment. Results The best performing model was comprised of bilaterally combined GMV and was stratified by sex. Among males, sensitivity was 85.2% (95% CI: 66.3%–95.8%), specificity was 97.0% (95% CI: 91.6%-99.4%), and the AUC was 0.91 (95% CI: 0.83–0.99). Among females, sensitivity was 100.0% (95% CI: 83.9%–100.0%), specificity was 98.8% (95% CI: 93.4%-100.0%), and the AUC was 0.99 (95% CI: 0.98–1.00). Conclusions GMV accurately discriminated HAND from unimpaired PWH and controls. Measures of GMV may be highly sensitive to HAND, and revisions to the Frascati criteria should consider including GMV in conjunction with a neuropsychological assessment to diagnose HAND.
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Affiliation(s)
- Mikki Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Brittany K Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Brandon J Lew
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Jennifer L O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Pamela E May
- Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.
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16
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Taylor BK, Eastman JA, Frenzel MR, Embury CM, Wang YP, Calhoun VD, Stephen JM, Wilson TW. Neural oscillations underlying selective attention follow sexually divergent developmental trajectories during adolescence. Dev Cogn Neurosci 2021; 49:100961. [PMID: 33984667 PMCID: PMC8131898 DOI: 10.1016/j.dcn.2021.100961] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 03/02/2021] [Accepted: 04/15/2021] [Indexed: 01/06/2023] Open
Abstract
A cohort of 9- to 16-year-olds completed a classic flanker task during MEG. There were developmentally-sensitive interference effects in key attention regions. Youth showed sexually-divergent patterns of age-related interference activity. Maturational differences among males supported improved task behavior.
Selective attention processes are critical to everyday functioning and are known to develop through at least young adulthood. Although numerous investigations have studied the maturation of attention systems in the brain, these studies have largely focused on the spatial configuration of these systems; there is a paucity of research on the neural oscillatory dynamics serving selective attention, particularly among youth. Herein, we examined the developmental trajectory of neural oscillatory activity serving selective attention in 53 typically developing youth age 9-to-16 years-old. Participants completed the classic arrow-based flanker task during magnetoencephalography, and the resulting data were imaged in the time-frequency domain. Flanker interference significantly modulated theta and alpha/beta oscillations within prefrontal, mid-cingulate, cuneus, and occipital regions. Interference-related neural activity also increased with age in the temporoparietal junction and the rostral anterior cingulate. Sex-specific effects indicated that females had greater theta interference activity in the anterior insula, whereas males showed differential effects in theta and alpha/beta oscillations across frontoparietal regions. Finally, males showed age-related changes in alpha/beta interference in the cuneus and middle frontal gyrus, which predicted improved behavioral performance. Taken together, these data suggest sexually-divergent developmental trajectories underlying selective attention in youth.
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Affiliation(s)
- Brittany K Taylor
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Jacob A Eastman
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Michaela R Frenzel
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Psychology, University of Nebraska Omaha, Omaha, NE, USA
| | - Yu-Ping Wang
- Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA
| | - Vince D Calhoun
- Mind Research Network, Albuquerque, NM, USA; Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA
| | | | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
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17
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Wiesman AI, Christopher-Hayes NJ, Wilson TW. Stairway to memory: Left-hemispheric alpha dynamics index the progressive loading of items into a short-term store. Neuroimage 2021; 235:118024. [PMID: 33836267 PMCID: PMC8354033 DOI: 10.1016/j.neuroimage.2021.118024] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 03/25/2021] [Accepted: 03/27/2021] [Indexed: 01/29/2023] Open
Abstract
The encoding, maintenance, and subsequent retrieval of memories over short time intervals is an essential cognitive function. Load effects on the neural dynamics supporting the maintenance of short-term memories have been well studied, but experimental design limitations have hindered the study of similar effects during the encoding of information into online memory stores. Theoretically, the active encoding of complex visual stimuli into memory must also recruit neural resources in a manner that scales with memory load. Understanding the neural systems supporting this encoding load effect is of particular importance, as some patient populations exhibit difficulties specifically with the encoding, and not the maintenance, of short-term memories. Using magnetoencephalography, a visual sequence memory paradigm, and a novel encoding slope analysis, we provide evidence for a left-lateralized network of regions, oscillating in the alpha frequency range, that exhibit a progressive loading effect of complex visual stimulus information during memory encoding. This progressive encoding load effect significantly tracked the eventual retrieval of item-order memories at the single trial level, and neural activity in these regions was functionally dissociated from that of earlier visual networks. These findings suggest that the active encoding of stimulus information into short-term stores recruits a left-lateralized network of frontal, parietal, and temporal regions, and might be susceptible to modulation (e.g., using non-invasive stimulation) in the alpha band.
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Affiliation(s)
- Alex I Wiesman
- College of Medicine, University of Nebraska Medical Center, Omaha 68198-8422, NE, United States.
| | - Nicholas J Christopher-Hayes
- College of Medicine, University of Nebraska Medical Center, Omaha 68198-8422, NE, United States; Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE, United States
| | - Tony W Wilson
- College of Medicine, University of Nebraska Medical Center, Omaha 68198-8422, NE, United States; Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE, United States
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18
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Casagrande CC, Lew BJ, Taylor BK, Schantell M, O'Neill J, May PE, Swindells S, Wilson TW. Impact of HIV-infection on human somatosensory processing, spontaneous cortical activity, and cortical thickness: A multimodal neuroimaging approach. Hum Brain Mapp 2021; 42:2851-2861. [PMID: 33738895 PMCID: PMC8127147 DOI: 10.1002/hbm.25408] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 02/25/2021] [Accepted: 02/27/2021] [Indexed: 12/22/2022] Open
Abstract
HIV-infection has been associated with widespread alterations in brain structure and function, although few studies have examined whether such aberrations are co-localized and the degree to which clinical and cognitive metrics are related. We examine this question in the somatosensory system using high-resolution structural MRI (sMRI) and magnetoencephalographic (MEG) imaging of neural oscillatory activity. Forty-four participants with HIV (PWH) and 55 demographically-matched uninfected controls completed a paired-pulse somatosensory stimulation paradigm during MEG and underwent 3T sMRI. MEG data were transformed into the time-frequency domain; significant sensor level responses were imaged using a beamformer. Virtual sensor time series were derived from the peak responses. These data were used to compute response amplitude, sensory gating metrics, and spontaneous cortical activity power. The T1-weighted sMRI data were processed using morphological methods to derive cortical thickness values across the brain. From these, the cortical thickness of the tissue coinciding with the peak response was estimated. Our findings indicated both PWH and control exhibit somatosensory gating, and that spontaneous cortical activity was significantly stronger in PWH within the left postcentral gyrus. Interestingly, within the same tissue, PWH also had significantly reduced cortical thickness relative to controls. Follow-up analyses indicated that the reduction in cortical thickness was significantly correlated with CD4 nadir and mediated the relationship between HIV and spontaneous cortical activity within the left postcentral gyrus. These data indicate that PWH have abnormally strong spontaneous cortical activity in the left postcentral gyrus and such elevated activity is driven by locally reduced cortical gray matter thickness.
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Affiliation(s)
- Chloe C Casagrande
- Boys Town National Research Hospital, Institute for Human Neuroscience, Boys Town, Nebraska, USA
| | - Brandon J Lew
- Boys Town National Research Hospital, Institute for Human Neuroscience, Boys Town, Nebraska, USA.,College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA
| | - Brittany K Taylor
- Boys Town National Research Hospital, Institute for Human Neuroscience, Boys Town, Nebraska, USA
| | - Mikki Schantell
- Boys Town National Research Hospital, Institute for Human Neuroscience, Boys Town, Nebraska, USA.,College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA
| | - Pamela E May
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA
| | - Tony W Wilson
- Boys Town National Research Hospital, Institute for Human Neuroscience, Boys Town, Nebraska, USA.,College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA
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19
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Hoffman RM, Trevarrow MP, Bergwell HR, Embury CM, Heinrichs-Graham E, Wilson TW, Kurz MJ. Cortical oscillations that underlie working memory are altered in adults with cerebral palsy. Clin Neurophysiol 2021; 132:938-945. [PMID: 33636609 DOI: 10.1016/j.clinph.2020.12.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 11/24/2020] [Accepted: 12/20/2020] [Indexed: 11/24/2022]
Abstract
OBJECTIVE This investigation used magnetoencephalography (MEG) to identify the neurophysiological mechanisms contributing to the altered cognition seen in adults with cerebral palsy (CP). METHODS Adults with CP (GMFCS levels I-IV) and demographically-matched controls completed a Sternberg-type working memory task during MEG. Secondarily, they completed the National Institutes of Health (NIH) cognitive toolbox. Beamforming was used to image the significant MEG oscillatory responses and the resulting images were examined using statistical parametric mapping to identify cortical activity that differed between groups. RESULTS Both groups had a left-lateralized decrease in alpha-beta (11-16 Hz) power across the occipital, temporal, and prefrontal cortices during encoding, as well as an increase in alpha (9-13 Hz) power across the occipital cortices during maintenance. The strength of alpha-beta oscillations in the prefrontal cortices were weaker in those with CP during encoding. Weaker alpha-beta oscillation within the prefrontal cortex was associated with poorer performance on the NIH toolbox and a higher GMFCS level. CONCLUSIONS Alpha-beta aberrations may impact the basic encoding of information in adults with CP, which impacts their overall cognition. Altered alpha-beta oscillation might be connected with gross motor function. SIGNIFICANCE This experimental work highlights the aberrant alpha-beta during encoding as possible neurophysiological mechanism of the cognitive deficiencies.
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Affiliation(s)
- Rashelle M Hoffman
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Physical Therapy, Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE, USA
| | - Michael P Trevarrow
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Hannah R Bergwell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | | | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Max J Kurz
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
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20
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The age-related trajectory of visual attention neural function is altered in adults living with HIV: A cross-sectional MEG study. EBioMedicine 2020; 61:103065. [PMID: 33099087 PMCID: PMC7585051 DOI: 10.1016/j.ebiom.2020.103065] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 09/25/2020] [Accepted: 09/28/2020] [Indexed: 12/13/2022] Open
Abstract
Background Despite living a normal lifespan, at least 35% of persons with HIV (PWH) in resource-rich countries develop HIV-associated neurocognitive disorder (HAND). This high prevalence of cognitive decline may reflect accelerated ageing in PWH, but the evidence supporting an altered ageing phenotype in PWH has been mixed. Methods We examined the impact of ageing on the orienting of visual attention in PWH using dynamic functional mapping with magnetoencephalography (MEG) in 173 participants age 22–72 years-old (94 uninfected controls, 51 cognitively-unimpaired PWH, and 28 with HAND). All MEG data were imaged using a state-of-the-art beamforming approach and neural oscillatory responses during attentional orienting were examined for ageing, HIV, and cognitive status effects. Findings All participants responded slower during trials that required attentional reorienting. Our functional mapping results revealed HIV-by-age interactions in left prefrontal theta activity, alpha oscillations in the left parietal, right cuneus, and right frontal eye-fields, and left dorsolateral prefrontal beta activity (p<.005). Critically, within PWH, we observed a cognitive status-by-age interaction, which revealed that ageing impacted the oscillatory gamma activity serving attentional reorienting differently in cognitively-normal PWH relative to those with HAND in the left temporoparietal, inferior frontal gyrus, and right prefrontal cortices (p<.005). Interpretation This study provides key evidence supporting altered ageing trajectories across vital attention circuitry in PWH, and further suggests that those with HAND exhibit unique age-related changes in the oscillatory dynamics serving attention function. Additionally, our neural findings suggest that age-related changes in PWH may serve a compensatory function. Funding National Institutes of Health, USA.
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21
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Wiesman AI, Groff BR, Wilson TW. Frontoparietal Networks Mediate the Behavioral Impact of Alpha Inhibition in Visual Cortex. Cereb Cortex 2020; 29:3505-3513. [PMID: 30215685 DOI: 10.1093/cercor/bhy220] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 08/10/2018] [Accepted: 08/16/2018] [Indexed: 11/13/2022] Open
Abstract
Alpha oscillations are known to play a central role in the functional inhibition of visual cortices, but the mechanisms involved are poorly understood. One noninvasive method for modulating alpha activity experimentally is through the use of flickering visual stimuli that "entrain" visual cortices. Such alpha entrainment has been found to compromise visual perception and affect widespread cortical regions, but it remains unclear how the interference occurs and whether the widespread activity induced by alpha entrainment reflects a compensatory mechanism to mitigate the entrainment, or alternatively, a propagated interference signal that translates to impaired visual processing. Herein, we attempt to address these questions by integrating alpha entrainment into a modified Posner cueing paradigm, while measuring the underlying dynamics using magnetoencephalography. Our findings indicated that alpha entrainment is negatively related to task performance, such that as neural entrainment increases on the attended side (relative to the unattended side) accuracy decreases. Further, this attentional biasing is found to covary robustly with activity in the frontoparietal attention network. Critically, the observed negative entrainment effect on task accuracy was also fully mediated by activity in frontoparietal regions, signifying a propagation of the interfering alpha entrainment signal from bottom-up sensory to top-down regulatory networks.
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Affiliation(s)
- Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, Nebraska.,Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, Nebraska
| | - Boman R Groff
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, Nebraska
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, Nebraska.,Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, Nebraska
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22
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Koshy SM, Wiesman AI, Proskovec AL, Embury CM, Schantell MD, Eastman JA, Heinrichs-Graham E, Wilson TW. Numerical working memory alters alpha-beta oscillations and connectivity in the parietal cortices. Hum Brain Mapp 2020; 41:3709-3719. [PMID: 32459874 PMCID: PMC7416044 DOI: 10.1002/hbm.25043] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 05/06/2020] [Accepted: 05/10/2020] [Indexed: 12/30/2022] Open
Abstract
Although the neural bases of numerical processing and memory have been extensively studied, much remains to be elucidated concerning the spectral and temporal dynamics surrounding these important cognitive processes. To further this understanding, we employed a novel numerical working memory paradigm in 28 young, healthy adults who underwent magnetoencephalography (MEG). The resulting data were examined in the time-frequency domain prior to image reconstruction using a beamformer. Whole-brain, spectrally-constrained coherence was also employed to determine network connectivity. In response to the numerical task, participants exhibited robust alpha/beta oscillations in the bilateral parietal cortices. Whole-brain statistical comparisons examining the effect of numerical manipulation during memory-item maintenance revealed a difference centered in the right superior parietal cortex, such that oscillatory responses during numerical manipulation were significantly stronger than when no manipulation was necessary. Additionally, there was significantly reduced cortico-cortical coherence between the right and left superior parietal regions during the manipulation compared to the maintenance trials, indicating that these regions were functioning more independently when the numerical information had to be actively processed. In sum, these results support previous studies that have implicated the importance of parietal regions in numerical processing, but also provide new knowledge on the spectral, temporal, and network dynamics that serve this critical cognitive function during active working memory maintenance.
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Affiliation(s)
- Sam M Koshy
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA
| | - Alex I Wiesman
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA.,Department of Neurological Sciences, UNMC, Omaha, Nebraska, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, Nebraska, USA
| | - Amy L Proskovec
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA.,Department of Psychology, University of Nebraska Omaha, Omaha, Nebraska, USA
| | - Christine M Embury
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, Nebraska, USA.,Department of Psychology, University of Nebraska Omaha, Omaha, Nebraska, USA
| | - Mikki D Schantell
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA.,Department of Neurological Sciences, UNMC, Omaha, Nebraska, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, Nebraska, USA
| | - Jacob A Eastman
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA.,Department of Neurological Sciences, UNMC, Omaha, Nebraska, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, Nebraska, USA
| | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA.,Department of Neurological Sciences, UNMC, Omaha, Nebraska, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, Nebraska, USA
| | - Tony W Wilson
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, Nebraska, USA.,Department of Neurological Sciences, UNMC, Omaha, Nebraska, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, Nebraska, USA
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23
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Groff BR, Wiesman AI, Rezich MT, O'Neill J, Robertson KR, Fox HS, Swindells S, Wilson TW. Age-related visual dynamics in HIV-infected adults with cognitive impairment. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2020; 7:e690. [PMID: 32102916 PMCID: PMC7051212 DOI: 10.1212/nxi.0000000000000690] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 01/17/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVE To investigate whether aging differentially affects neural activity serving visuospatial processing in a large functional neuroimaging study of HIV-infected participants and to determine whether such aging effects are attributable to differences in the duration of HIV infection. METHODS A total of 170 participants, including 93 uninfected controls and 77 HIV-infected participants, underwent neuropsychological assessment followed by neuroimaging with magnetoencephalography (MEG). Time-frequency analysis of the MEG data followed by advanced image reconstruction of neural oscillatory activity and whole-brain statistical analyses were used to examine interactions between age, HIV infection, and cognitive status. Post hoc testing for a mediation effect of HIV infection duration on the relationship between age and neural activity was performed using a quasi-Bayesian approximation for significance testing. RESULTS Cognitively impaired HIV-infected participants were distinguished from unimpaired HIV-infected and control participants by their unique association between age and gamma oscillations in the parieto-occipital cortex. This relationship between age and gamma was fully mediated by the duration of HIV infection in cognitively impaired participants. Impaired HIV-infected participants were also distinguished by their atypical relationship between alpha oscillations and age in the superior parietal cortex. CONCLUSIONS Impaired HIV-infected participants exhibited markedly different relationships between age and neural responses in the parieto-occipital cortices relative to their peers. This suggests a differential effect of chronological aging on the neural bases of visuospatial processing in a cognitively impaired subset of HIV-infected adults. Some of these relationships were fully accounted for by differences in HIV infection duration, whereas others were more readily associated with aging.
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Affiliation(s)
- Boman R Groff
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE
| | - Alex I Wiesman
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE
| | - Michael T Rezich
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE
| | - Jennifer O'Neill
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE
| | - Kevin R Robertson
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE
| | - Howard S Fox
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE
| | - Susan Swindells
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE
| | - Tony W Wilson
- From the Center for Magnetoencephalography (B.R.G., A.I.W., T.W.W.), University of Nebraska Medical Center, Omaha, NE; Department of Neurological Sciences (A.I.W., M.T.R., T.W.W.), UNMC, Omaha; Department of Internal Medicine (J.O.N., S.S.), Division of Infectious Diseases, UNMC; Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill, NC; and Department of Pharmacology and Experimental Neuroscience (H.S.F.), UNMC, Omaha, NE.
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24
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Lew BJ, O'Neill J, Rezich MT, May PE, Fox HS, Swindells S, Wilson TW. Interactive effects of HIV and ageing on neural oscillations: independence from neuropsychological performance. Brain Commun 2020; 2:fcaa015. [PMID: 32322820 PMCID: PMC7158235 DOI: 10.1093/braincomms/fcaa015] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 12/23/2019] [Accepted: 01/17/2020] [Indexed: 01/24/2023] Open
Abstract
HIV infection is associated with increased age-related co-morbidities including cognitive deficits, leading to hypotheses of HIV-related premature or accelerated ageing. Impairments in selective attention and the underlying neural dynamics have been linked to HIV-associated neurocognitive disorder; however, the effect of ageing in this context is not yet understood. Thus, the current study aimed to identify the interactive effects of ageing and HIV on selective attention processing. A total of 165 participants (92 controls, 73 participants with HIV) performed a visual selective attention task while undergoing magnetoencephalography and were compared cross-sectionally. Spectrally specific oscillatory neural responses during task performance were imaged and linked with selective attention function. Reaction time on the task and regional neural activity were analysed with analysis of covariance (ANCOVA) models aimed at examining the age-by-HIV interaction term. Finally, these metrics were evaluated with respect to clinical measures such as global neuropsychological performance, duration of HIV infection and medication regimen. Reaction time analyses showed a significant HIV-by-age interaction, such that in controls older age was associated with greater susceptibility to attentional interference, while in participants with HIV, such susceptibility was uniformly high regardless of age. In regard to neural activity, theta-specific age-by-HIV interaction effects were found in the prefrontal and posterior parietal cortices. In participants with HIV, neuropsychological performance was associated with susceptibility to attentional interference, while time since HIV diagnosis was associated with parietal activity above and beyond global neuropsychological performance. Finally, current efavirenz therapy was also related to increased parietal interference activity. In conclusion, susceptibility to attentional interference in younger participants with HIV approximated that of older controls, suggesting evidence of HIV-related premature ageing. Neural activity serving attention processing indicated compensatory recruitment of posterior parietal cortex as participants with HIV infection age, which was related to the duration of HIV infection and was independent of neuropsychological performance, suggesting an altered trajectory of neural function.
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Affiliation(s)
- Brandon J Lew
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, University of Nebraska Medical Center, Omaha, NE, USA
| | - Michael T Rezich
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Pamela E May
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Howard S Fox
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, University of Nebraska Medical Center, Omaha, NE, USA
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
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25
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Lew BJ, Wiesman AI, Rezich MT, Wilson TW. Altered neural dynamics in occipital cortices serving visual-spatial processing in heavy alcohol users. J Psychopharmacol 2020; 34:245-253. [PMID: 31331222 PMCID: PMC7238290 DOI: 10.1177/0269881119863120] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Visual-spatial processing deficits have been previously linked to heavy alcohol use, but the underlying neurological mechanisms are poorly understood. Neuroimaging studies have shown alcohol-related aberrations in occipital cortices that appear to be associated with these neuropsychological deficits in visual-spatial processing, however the neural dynamics underlying this altered processing remains unknown. METHODS Twenty-three adults with high scores on the Alcohol Use Disorders Identification Test - Consumption (male: ⩾5, female: ⩾4) were compared to 30 demographically-matched controls with low Alcohol Use Disorders Identification Test - Consumption scores (⩽2). All participants completed a visual-spatial processing task while undergoing high-density magnetoencephalography. Time-frequency windows of interest were determined using a data-driven method, and spectrally-specific neural activity was imaged using a beamforming approach. Permutation testing of peak voxel time series was then used to statistically compare across groups. RESULTS Participants with heavy alcohol use responded slower on the task and their performance was more variable. The magnetoencephalography data indicated strong theta (4-8 Hz), alpha (10-16 Hz), and gamma (62-72 Hz) responses in posterior brain regions across both groups. Following voxel time-series extraction, significant group differences were found in the left and right visual association cortices from about 375-550 ms post-stimulus, such that adults with heavy alcohol use had blunted alpha responses compared to controls. CONCLUSION Individuals with heavy alcohol use exhibited aberrant occipital alpha activity during visual-spatial processing. These data are the first to show spectrally-specific differences during visual-spatial processing related to heavy alcohol use, and highlight alcohol's effect on systems-level neural activity.
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Affiliation(s)
- Brandon J Lew
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Michael T Rezich
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
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Wiesman AI, O'Neill J, Mills MS, Robertson KR, Fox HS, Swindells S, Wilson TW. Aberrant occipital dynamics differentiate HIV-infected patients with and without cognitive impairment. Brain 2019; 141:1678-1690. [PMID: 29672678 PMCID: PMC5972635 DOI: 10.1093/brain/awy097] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Accepted: 02/19/2018] [Indexed: 12/14/2022] Open
Abstract
Combination antiretroviral therapies have revolutionized the treatment of HIV infection, and many patients now enjoy a lifespan equal to that of the general population. However, HIV-associated neurocognitive disorders (HAND) remain a major health concern, with between 30% and 70% of all HIV-infected patients developing cognitive impairments during their life time. One important feature of HAND is visuo-perceptual deficits, but the systems-level neural dynamics underlying these impairments are poorly understood. In the current study, we use magnetoencephalography and advanced time series analyses to examine these neural dynamics during a visuospatial processing task in a group of HIV-infected patients without HAND (n = 25), patients with HAND (n = 18), and a group of demographically-matched uninfected controls (n = 24). All participants completed a thorough neuropsychological assessment, and underwent magnetoencephalography and structural MRI protocols. In agreement with previous studies, patients with HAND performed significantly worse than HIV-infected patients without HAND and controls on the cognitive task, in terms of increased reaction time and decreased accuracy. Our magnetoencephalography results demonstrated that both spontaneous and neural oscillatory activity within the occipital cortices were affected by HIV infection, and that these patterns predicted behavioural performance (i.e. accuracy) on the task. Specifically, spontaneous neural activity in the alpha (8–16 Hz) and gamma (52–70 Hz) bands during the prestimulus baseline period, as well as oscillatory theta responses (4–8 Hz) during task performance were aberrant in HIV-infected patients, with both spontaneous alpha and oscillatory theta activity significantly predicting accuracy on the task and neuropsychological performance outside of the magnetoencephalography scanner. Importantly, these rhythmic patterns of population-level neural activity also distinguished patients by HAND status, such that spontaneous alpha activity in patients with HAND was elevated relative to HIV-infected patients without HAND and controls. In contrast, HIV-infected patients with and without HAND had increased spontaneous gamma compared to controls. Finally, there was a stepwise decrease in oscillatory theta activity as a function of disease severity, such that the response diminished from controls to patients without HAND to patients with HAND. Interestingly, the strength of the relationship between this theta response and accuracy also dissociated patient groups in a similar manner (controls > HIV with no HAND > HIV with HAND), indicating a reduced coupling between neurophysiology and behaviour in HIV-infected patients. This study provides the first neuroimaging evidence of a dissociation between HIV-infected patients with and without HAND, and these findings shed new light on the neural bases of cognitive impairment in HIV infection.
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Affiliation(s)
- Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | | | - Kevin R Robertson
- Department of Neurology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Howard S Fox
- Department of Pharmacology and Experimental Neuroscience, UNMC, Omaha, NE, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA
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27
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Wilson TW, Lew BJ, Spooner RK, Rezich MT, Wiesman AI. Aberrant brain dynamics in neuroHIV: Evidence from magnetoencephalographic (MEG) imaging. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 165:285-320. [PMID: 31481167 DOI: 10.1016/bs.pmbts.2019.04.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Magnetoencephalography (MEG) is a noninvasive, silent, and totally passive neurophysiological imaging method with excellent temporal resolution (~1ms) and good spatial precision (~3-5mm). While MEG studies of neuroHIV remain relatively rare, the number of studies per year has sharply increased recently and this trend will likely continue into the foreseeable future. The current in-depth review focuses on the studies that have been conducted to date, which include investigations of somatosensory and visual modalities, resting-state, as well as motor control and higher-level functions such as working memory and visual attention. The review begins with an introduction to the principles and methods of MEG, and then transitions to a review of each of the empirical studies that have been conducted to date, separated by sensory modality for the basic studies and cognitive domain for the higher-level investigations. As such, this review attempts to be exhaustive in its coverage of empirical MEG studies of neuroHIV. Across studies major themes emerge including aberrant neural oscillatory activity in HIV-infected adults, both in primary sensory regions of the brain and higher-order executive regions. Many studies have also connected the amplitude of neural oscillations to behavioral and/or neuropsychological function in the study population, making a vital connection to performance and improving the veracity of the findings. One conspicuous emerging area is the use of MEG to distinguish cognitively-impaired from unimpaired HIV-infected adults, with major success reported and future studies sure to come. The review concludes with a summary of findings and suggested focus areas for future studies.
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Affiliation(s)
- Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, United States; Center for Magnetoencephalography, UNMC, Omaha, NE, United States.
| | - Brandon J Lew
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, United States; Center for Magnetoencephalography, UNMC, Omaha, NE, United States
| | - Rachel K Spooner
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, United States; Center for Magnetoencephalography, UNMC, Omaha, NE, United States
| | - Michael T Rezich
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, United States; Center for Magnetoencephalography, UNMC, Omaha, NE, United States
| | - Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, United States; Center for Magnetoencephalography, UNMC, Omaha, NE, United States
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28
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Wiesman AI, Wilson TW. Alpha Frequency Entrainment Reduces the Effect of Visual Distractors. J Cogn Neurosci 2019; 31:1392-1403. [PMID: 31059352 DOI: 10.1162/jocn_a_01422] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Numerous studies have linked alpha frequency (∼10 Hz) visual entrainment to the inhibition of incoming visual information. However, although these studies have provided key evidence for the intrinsic sensitivity of the human brain to incoming alpha frequency signals, they have only examined the negative impact of alpha entrainment on target stimuli. Thus, it remains uncertain whether the perception of distracting or nonimperative stimuli can also be affected by alpha frequency entrainment. In the current study, we address this question using an adapted version of the arrow-based Erikson "flanker" paradigm that incorporates stimuli flickering at two distinct frequencies: 10 Hz (alpha) and 30 Hz. By presenting flickering stimuli in the portions of the visual field where the flanking arrows would soon appear, we aimed to determine whether the frequency of visual entrainment (i.e., 10 Hz vs. 30 Hz) significantly interacted with the congruency of the flanking arrows (representing selective attention processing) using behavioral task performance and neural oscillations as the outcome metrics. Twenty-three healthy adult participants underwent magnetoencephalography during performance of the task. Our results indicated a reduced congruency effect (i.e., a smaller difference between congruent and incongruent trials) in the alpha flicker condition, as compared with the 30-Hz flicker condition, which suggests a robust relationship between alpha entrainment and the active inhibition of distractor stimuli appearing in that portion of the visual field. Supporting this, alpha frequency (but not 30 Hz) entrainment responses in the primary visual cortex also covaried significantly with the behavioral congruency effect.
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Wiesman AI, Mills MS, McDermott TJ, Spooner RK, Coolidge NM, Wilson TW. Polarity-dependent modulation of multi-spectral neuronal activity by transcranial direct current stimulation. Cortex 2018; 108:222-233. [PMID: 30261367 PMCID: PMC6234070 DOI: 10.1016/j.cortex.2018.08.012] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 07/28/2018] [Accepted: 08/24/2018] [Indexed: 02/08/2023]
Abstract
The ability to preferentially deploy neural resources to the visual space is an important component of normative cognitive function, however, the population-level cortical dynamics that sub-serve this ability are not fully understood. Specifically, rhythmic activity in the occipital cortices (e.g., theta, alpha, and gamma oscillations) has been strongly implicated in this cognitive process, but these neural responses are difficult to non-invasively manipulate in a systematic manner. In this study, transcranial direct-current stimulation (tDCS) was used to modulate brain activity, while high-density magnetoencephalography (MEG) was employed to quantify changes in rhythm-specific neural activity in the occipital cortices of 57 adults performing a visuospatial processing paradigm. All MEG data was analyzed using advanced source reconstruction and oscillatory analysis methods. Our results indicated that basal levels of occipital alpha activity were increased by an occipital-anodal/supraorbital-cathodal tDCS montage, while basal gamma levels in the same cortices were decreased by tDCS using the same montage with its polarity reversed (occipital-cathodal/supraorbital-anodal). In other words, stimulation with the occipital-anodal montage increased local spontaneous alpha (10-16 Hz) activity, while stimulation with the occipital-cathodal montage selectively decreased local gamma (64-90 Hz) activity. Neither polarity affected stimulus-induced oscillations in the alpha or gamma range. Additionally, these modulations strongly predicted the subsequent formation of fronto-visual functional connectivity within distinct oscillatory rhythms, as well as behavior on the visuospatial discrimination task. These findings provide insight into the multifaceted effects of tDCS on cortical activity, as well as the dynamic oscillatory coding of salient information in the human brain.
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Affiliation(s)
- Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Mackenzie S Mills
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Timothy J McDermott
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Rachel K Spooner
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Nathan M Coolidge
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA.
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Lew BJ, McDermott TJ, Wiesman AI, O'Neill J, Mills MS, Robertson KR, Fox HS, Swindells S, Wilson TW. Neural dynamics of selective attention deficits in HIV-associated neurocognitive disorder. Neurology 2018; 91:e1860-e1869. [PMID: 30333162 PMCID: PMC6260195 DOI: 10.1212/wnl.0000000000006504] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 08/02/2018] [Indexed: 11/18/2022] Open
Abstract
Objective To identify the neural markers of attention dysfunction in patients with HIV-associated neurocognitive disorder (HAND). Methods Sixty participants, including 40 HIV-infected adults (half with HAND) and 20 demographically matched controls performed a visual selective attention task while undergoing high-density magnetoencephalography. Neuronal activity related to selective attention processing was quantified and compared across the 3 groups, and correlated with neuropsychological measures of attention and executive function. Spontaneous neural activity was also extracted from these attention-related cortical areas and examined with respect to HAND status. Results HIV-infected participants with and without HAND exhibited behavioral selective attention deficits on the magnetoencephalography task, as indicated by an increased flanker effect. Neuronal measures of flanker interference activity in the alpha and theta range revealed differential dynamics in attention-related brain areas across the 3 groups, especially in those with HAND. In addition, theta range flanker interference activity in the left inferior frontal and dorsolateral prefrontal cortex was associated with executive function and attention composite scores, respectively. Progressively stronger spontaneous alpha and theta activity was also found in unimpaired HIV-infected and HAND participants relative to controls across brain regions implicated in different components of attention processing. Conclusions Behavioral and neuronal metrics of selective attention performance distinguish participants with HAND from controls and unimpaired HIV-infected participants. These metrics, along with measures of local spontaneous neural activity, may hold promise as early markers of cognitive decline in participants with HIV infection and be useful prognostic indicators for HAND.
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Affiliation(s)
- Brandon J Lew
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Timothy J McDermott
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Alex I Wiesman
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Jennifer O'Neill
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Mackenzie S Mills
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Kevin R Robertson
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Howard S Fox
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Susan Swindells
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill
| | - Tony W Wilson
- From the Departments of Neurological Sciences (B.J.L., T.J.M., A.I.W., M.S.M., T.W.W.), Internal Medicine (J.O., S.S.), and Pharmacology and Experimental Neuroscience (H.S.F.), University of Nebraska Medical Center, Omaha; and Department of Neurology (K.R.R.), University of North Carolina School of Medicine, Chapel Hill.
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Embury CM, Wiesman AI, Proskovec AL, Mills MS, Heinrichs-Graham E, Wang YP, Calhoun VD, Stephen JM, Wilson TW. Neural dynamics of verbal working memory processing in children and adolescents. Neuroimage 2018; 185:191-197. [PMID: 30336254 DOI: 10.1016/j.neuroimage.2018.10.038] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 10/09/2018] [Accepted: 10/13/2018] [Indexed: 01/01/2023] Open
Abstract
Development of cognitive functions and the underlying neurophysiology is evident throughout childhood and adolescence, with higher order processes such as working memory (WM) being some of the last cognitive faculties to fully mature. Previous functional neuroimaging studies of the neurodevelopment of WM have largely focused on overall regional activity levels rather than the temporal dynamics of neural component recruitment. In this study, we used magnetoencephalography (MEG) to examine the neural dynamics of WM in a large cohort of children and adolescents who were performing a high-load, modified verbal Sternberg WM task. Consistent with previous studies in adults, our findings indicated left-lateralized activity throughout the task period, beginning in the occipital cortices and spreading anterior to include temporal and prefrontal cortices during later encoding and into maintenance. During maintenance, the occipital alpha increase that has been widely reported in adults was found to be relatively weak in this developmental sample, suggesting continuing development of this component of neural processing, which was supported by correlational analyses. Intriguingly, we also found sex-specific developmental effects in alpha responses in the right inferior frontal region during encoding and in parietal and occipital cortices during maintenance. These findings suggested a developmental divergence between males and females in the maturation of neural circuitry serving WM during the transition from childhood to adolescence.
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Affiliation(s)
- Christine M Embury
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA; Department of Psychology, University of Nebraska Omaha, Omaha, NE, USA
| | - Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Amy L Proskovec
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA; Department of Psychology, University of Nebraska Omaha, Omaha, NE, USA
| | - Mackenzie S Mills
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Elizabeth Heinrichs-Graham
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA
| | - Yu-Ping Wang
- Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA
| | - Vince D Calhoun
- The Mind Research Network, Albuquerque, NM, USA; Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM, USA
| | | | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE, USA.
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Proskovec AL, Heinrichs-Graham E, Wilson TW. Load modulates the alpha and beta oscillatory dynamics serving verbal working memory. Neuroimage 2018; 184:256-265. [PMID: 30213775 DOI: 10.1016/j.neuroimage.2018.09.022] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 09/05/2018] [Accepted: 09/07/2018] [Indexed: 11/17/2022] Open
Abstract
A network of predominantly left-lateralized brain regions has been linked to verbal working memory (VWM) performance. However, the impact of memory load on the oscillatory dynamics serving VWM is far less understood. To further investigate this, we had 26 healthy adults perform a high-load (6 letter) and low-load (4 letter) variant of a VWM task while undergoing magnetoencephalography (MEG). MEG data were evaluated in the time-frequency domain and significant oscillatory responses spanning the encoding and maintenance phases were reconstructed using a beamformer. To determine the impact of load on the neural dynamics, the resulting images were examined using paired-samples t-tests and virtual sensor analyses. Our results indicated stronger increases in frontal theta activity in the high- relative to low-load condition during early encoding. Stronger decreases in alpha/beta activity were also observed during encoding in bilateral posterior cortices during the high-load condition, and the strength of these load effects increased as encoding progressed. During maintenance, stronger decreases in alpha activity in the left inferior frontal gyrus, middle temporal gyrus, supramarginal gyrus, and inferior parietal cortices were detected during high- relative to low-load performance, with the strength of these load effects remaining largely static throughout maintenance. Finally, stronger increases in occipital alpha activity were observed during maintenance in the high-load condition, and the strength of these effects grew stronger with time during the first half of maintenance, before dissipating during the latter half of maintenance. Notably, this was the first study to utilize a whole-brain approach to statistically evaluate the temporal dynamics of load-related oscillatory differences during encoding and maintenance processes, and our results highlight the importance of spatial, temporal, and spectral specificity in this regard.
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Affiliation(s)
- Amy L Proskovec
- Department of Psychology, University of Nebraska Omaha, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Department of Psychology, University of Nebraska Omaha, Omaha, NE, USA; Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Neurological Sciences, UNMC, Omaha, NE, USA.
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Spooner RK, Wiesman AI, Mills MS, O'Neill J, Robertson KR, Fox HS, Swindells S, Wilson TW. Aberrant oscillatory dynamics during somatosensory processing in HIV-infected adults. Neuroimage Clin 2018; 20:85-91. [PMID: 30094159 PMCID: PMC6070689 DOI: 10.1016/j.nicl.2018.07.009] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/27/2018] [Accepted: 07/09/2018] [Indexed: 12/13/2022]
Abstract
While the arrival of combination antiretroviral therapy significantly decreased the prevalence of HIV-associated dementia, between 35 and 70% of all infected adults continue to develop some form of cognitive impairment. These deficits appears to affect multiple neural subsystems, but the mechanisms and extent of damage are not fully understood. In the current study, we utilized magnetoencephalography (MEG), advanced oscillatory analysis methods, and a paired-pulse somatosensory stimulation paradigm to interrogate pre-attentive inhibitory processing in 43 HIV-infected adults and 28 demographically-matched uninfected controls. MEG responses were imaged using a beamformer, and time series data were extracted from the peak voxel in grand-averaged functional brain images to quantify the dynamics of sensory gating, oscillatory power, spontaneous power, and other neural indices. We found a significantly weakened response to the second stimulation compared to the first across groups, indicating significant sensory gating irrespective of HIV-infection. Interestingly, HIV-infected participants exhibited reduced neural responses in the 20-75 Hz gamma range to each somatosensory stimulation compared to uninfected controls, and exhibited significant alterations in peak gamma frequency in response to the second stimulation. Finally, HIV-infected participants also had significantly stronger spontaneous activity in the gamma range (i.e., 20-75 Hz) during the baseline period before stimulation onset. In conclusion, while HIV-infected participants had the capacity to efficiently gate somatosensory input, their overall oscillatory responses were weaker, spontaneous baseline activity was stronger, and their response to the second stimulation had an altered peak gamma frequency. We propose that this pattern of deficits suggests dysfunction in the somatosensory cortices, which is potentially secondary to accelerated aging.
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Affiliation(s)
- Rachel K Spooner
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Center for Magnetoencephalography, UNMC, Omaha, NE, USA
| | - Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Center for Magnetoencephalography, UNMC, Omaha, NE, USA
| | - Mackenzie S Mills
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Center for Magnetoencephalography, UNMC, Omaha, NE, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Kevin R Robertson
- Department of Neurology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Howard S Fox
- Department of Pharmacology and Experimental Neuroscience, UNMC, Omaha, NE, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Center for Magnetoencephalography, UNMC, Omaha, NE, USA.
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Fleischman DA, Arfanakis K, Leurgans S, Keating SM, Lamar M, Bennett DA, Adeyemi OM, Barnes LL. Neopterin is associated with hippocampal subfield volumes and cognition in HIV. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2018; 5:e467. [PMID: 29904644 PMCID: PMC5999345 DOI: 10.1212/nxi.0000000000000467] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 04/04/2018] [Indexed: 11/27/2022]
Abstract
Objective HIV infection sets off an immediate immune response and inflammatory cascade that can lead to neuronal injury and cognitive impairment, but the relationship between immune markers, regional brain volumes, and cognition remains understudied in HIV-infected adults. Methods Cross-sectional associations were examined between serum immune markers of activation (neopterin) and inflammation (interleukin [IL]-1β, IL-6, tumor necrosis factor alpha, and C-reactive protein) with regional brain volumes (cortical, subcortical, total gray matter, hippocampus, and subfields) and cognition in 66 HIV-infected, virally suppressed, adults who underwent 3.0-T MRI as part of the Research Core of the Rush Center of Excellence on Disparities in HIV and Aging. Immune markers were assayed from frozen plasma, values were entered into linear regression models as predictors of regional brain volumes, and interactive effects of immune response and regional brain volumes on cognition were examined. Results No inflammatory marker was associated with any regional brain volume. Higher neopterin level was associated with lower total hippocampal, presubiculum, and cornu ammonis (CA) subfield volumes. Higher neopterin level and lower total hippocampal volume were independently associated with lower episodic memory, and neopterin level fully mediated the effect of hippocampal atrophy on episodic memory. Higher neopterin levels were associated with lower presubiculum, CA1, and CA4/dentate volumes and lower semantic memory, working memory, and global cognition. Conclusion Immune activation in response to HIV infection, measured by neopterin, has a deleterious and targeted effect on regional brain structure, which can be visualized with clinically available MRI measures of hippocampus and its subfields, and this effect is associated with lower cognitive function.
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Affiliation(s)
- Debra A Fleischman
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
| | - Sue Leurgans
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
| | - Sheila M Keating
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
| | - Melissa Lamar
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
| | - David A Bennett
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
| | - Oluwatoyin M Adeyemi
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center (D.A.F., K.A., S.L., M.L., D.A.B., L.L.B.), Rush University Medical Center; the Department of Neurological Sciences (D.A.F., S.L., M.L., D.A.B., L.L.B.), the Department of Behavioral Sciences (D.A.F., M.L., L.L.B.), the Department of Preventive Medicine (S.L.), the Department of Diagnostic Radiology and Nuclear Medicine (K.A.), Rush University Medical Center; Ruth M. Rothstein CORE Center (O.M.A.); the Biomedical Engineering (K.A.), Illinois Institute of Technology, Chicago; the Blood Systems Research Institute (S.M.K.), San Francisco, CA; and the University of California at San Francisco (S.M.K.), Laboratory Medicine
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Embury CM, Wiesman AI, Proskovec AL, Heinrichs-Graham E, McDermott TJ, Lord GH, Brau KL, Drincic AT, Desouza CV, Wilson TW. Altered Brain Dynamics in Patients With Type 1 Diabetes During Working Memory Processing. Diabetes 2018; 67. [PMID: 29531139 PMCID: PMC5961408 DOI: 10.2337/db17-1382] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
It is now generally accepted that diabetes increases the risk for cognitive impairment, but the precise mechanisms are poorly understood. A critical problem in linking diabetes to cognitive impairment is that patients often have multiple comorbidities (e.g., obesity, hypertension) that have been independently linked to cognitive deficits. In the study reported here we focused on young adults with and without type 1 diabetes who were virtually free of such comorbidities. The two groups were matched on major health and demographic factors, and all participants completed a verbal working memory task during magnetoencephalographic brain imaging. We hypothesized that patients would have altered neural dynamics in verbal working memory processing and that these differences would directly relate to clinical disease measures. Accordingly, we found that patients had significantly stronger neural responses in the superior parietal cortices during memory encoding and significantly weaker activity in parietal-occipital regions during maintenance compared with control subjects. Moreover, disease duration and glycemic control were both significantly correlated with neural responses in various brain regions. In conclusion, young healthy adults with type 1 diabetes already have aberrant neural processing relative to their peers without diabetes, using compensatory responses to perform the task, and glucose management and duration may play a central role.
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Affiliation(s)
- Christine M Embury
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE
- Department of Psychology, University of Nebraska Omaha, Omaha, NE
| | - Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE
| | - Amy L Proskovec
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE
- Department of Psychology, University of Nebraska Omaha, Omaha, NE
| | - Elizabeth Heinrichs-Graham
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE
| | - Timothy J McDermott
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE
| | - Grace H Lord
- Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Kaitlin L Brau
- Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Andjela T Drincic
- Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Cyrus V Desouza
- Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE
- Center for Magnetoencephalography, University of Nebraska Medical Center, Omaha, NE
- Department of Psychology, University of Nebraska Omaha, Omaha, NE
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Proskovec AL, Wiesman AI, Heinrichs-Graham E, Wilson TW. Beta Oscillatory Dynamics in the Prefrontal and Superior Temporal Cortices Predict Spatial Working Memory Performance. Sci Rep 2018; 8:8488. [PMID: 29855522 PMCID: PMC5981644 DOI: 10.1038/s41598-018-26863-x] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 05/22/2018] [Indexed: 01/28/2023] Open
Abstract
The oscillatory dynamics serving spatial working memory (SWM), and how such dynamics relate to performance, are poorly understood. To address these topics, the present study recruited 22 healthy adults to perform a SWM task during magnetoencephalography (MEG). The resulting MEG data were transformed into the time-frequency domain, and significant oscillatory responses were imaged using a beamformer. Voxel time series data were extracted from the cluster peaks to quantify the dynamics, while whole-brain partial correlation maps were computed to identify regions where oscillatory strength varied with accuracy on the SWM task. The results indicated transient theta oscillations in spatially distinct subregions of the prefrontal cortices at the onset of encoding and maintenance, which may underlie selection of goal-relevant information. Additionally, strong and persistent decreases in alpha and beta oscillations were observed throughout encoding and maintenance in parietal, temporal, and occipital regions, which could serve sustained attention and maintenance processes during SWM performance. The neuro-behavioral correlations revealed that beta activity within left dorsolateral prefrontal control regions and bilateral superior temporal integration regions was negatively correlated with SWM accuracy. Notably, this is the first study to employ a whole-brain approach to significantly link neural oscillations to behavioral performance in the context of SWM.
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Affiliation(s)
- Amy L Proskovec
- Department of Psychology, University of Nebraska - Omaha, Omaha, NE, USA.,Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Alex I Wiesman
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Department of Psychology, University of Nebraska - Omaha, Omaha, NE, USA. .,Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, USA. .,Department of Neurological Sciences, UNMC, Omaha, NE, USA.
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37
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Badura-Brack A, McDermott TJ, Becker KM, Ryan TJ, Khanna MM, Pine DS, Bar-Haim Y, Heinrichs-Graham E, Wilson TW. Attention training modulates resting-state neurophysiological abnormalities in posttraumatic stress disorder. Psychiatry Res 2018; 271:135-141. [PMID: 29174765 PMCID: PMC5741514 DOI: 10.1016/j.pscychresns.2017.11.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Revised: 11/02/2017] [Accepted: 11/12/2017] [Indexed: 12/12/2022]
Abstract
Recent research indicates the relative benefits of computerized attention control treatment (ACT) and attention bias modification treatment (ABMT) for posttraumatic stress disorder (PTSD); however, neural changes underlying these therapeutic effects remain unknown. This study examines how these two types of attention training modulate neurological dysfunction in veterans with PTSD. A community sample of 46 combat veterans with PTSD participated in a randomized double-blinded clinical trial of ACT versus ABMT and 32 of those veterans also agreed to undergo resting-state magnetoencephalography (MEG) recordings. Twenty-four veterans completed psychological and MEG assessments at pre- and post-training to evaluate treatment effects. MEG data were imaged using an advanced Bayesian reconstruction method and examined using statistical parametric mapping. In this report, we focus on the neural correlates and the differential treatment effects observed using MEG; the results of the full clinical trial have been described elsewhere. Our results indicated that ACT modulated occipital and ABMT modulated medial temporal activity more strongly than the comparative treatment. PTSD symptoms decreased significantly from pre- to post-test. These initial neurophysiological outcome data suggest that ACT modulates visual pathways, while ABMT modulates threat-processing regions, but that both are associated with normalizing aberrant neural activity in veterans with PTSD.
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Affiliation(s)
- Amy Badura-Brack
- Department of Psychology, Creighton University, 2500 California Plaza, Omaha, NE 68178, USA.
| | - Timothy J McDermott
- Department of Psychology, Creighton University, 2500 California Plaza, Omaha, NE 68178, USA; Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Katherine M Becker
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Psychology, Colorado State University, Fort Collins, CO, USA
| | - Tara J Ryan
- Department of Psychology, Creighton University, 2500 California Plaza, Omaha, NE 68178, USA; Department of Psychology, Simon Fraser University, Burnaby, BC, Canada
| | - Maya M Khanna
- Department of Psychology, Creighton University, 2500 California Plaza, Omaha, NE 68178, USA
| | - Daniel S Pine
- Intramural Research Program, National Institute of Mental Health, Bethesda, MD, USA
| | - Yair Bar-Haim
- School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel; The Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Neurological Sciences, UNMC, Omaha, NE, USA
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38
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Badura-Brack A, McDermott TJ, Heinrichs-Graham E, Ryan TJ, Khanna MM, Pine DS, Bar-Haim Y, Wilson TW. Veterans with PTSD demonstrate amygdala hyperactivity while viewing threatening faces: A MEG study. Biol Psychol 2018; 132:228-232. [PMID: 29309826 DOI: 10.1016/j.biopsycho.2018.01.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 12/30/2017] [Accepted: 01/04/2018] [Indexed: 12/27/2022]
Abstract
Posttraumatic stress disorder (PTSD) is a major psychiatric disorder that is prevalent in combat veterans. Previous neuroimaging studies have found elevated amygdala activity in PTSD in response to threatening stimuli, but previous work has lacked the temporal specificity to study fast bottom-up fear responses involving the amygdala. Forty-four combat veterans, 28 with PTSD and 16 without, completed psychological testing and then a face-processing task during magnetoencephalography (MEG). The resulting MEG data were pre-processed, transformed into the time-frequency domain, and then imaged using a beamforming approach. We found that veterans with PTSD exhibited significantly stronger oscillatory activity from 50 to 450 ms in the left amygdala compared to veterans without PTSD while processing threatening faces. This group difference was not present while viewing neutral faces. The current study shows that amygdala hyperactivity in response to threatening cues begins quickly in PTSD, which makes theoretical sense as an adaptive bottom-up fear response.
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Affiliation(s)
| | - Timothy J McDermott
- Department of Psychology, Creighton University, Omaha, NE, USA; Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Neurological Sciences, UNMC, Omaha, NE, USA
| | - Tara J Ryan
- Department of Psychology, Creighton University, Omaha, NE, USA; Department of Psychology, Simon Fraser University, Burnaby, BC, Canada
| | - Maya M Khanna
- Department of Psychology, Creighton University, Omaha, NE, USA
| | - Daniel S Pine
- Intramural Research Program, National Institute of Mental Health, Bethesda, MD, USA
| | - Yair Bar-Haim
- School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel; The Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Tony W Wilson
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Neurological Sciences, UNMC, Omaha, NE, USA
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39
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Motor-related brain abnormalities in HIV-infected patients: a multimodal MRI study. Neuroradiology 2017; 59:1133-1142. [PMID: 28889255 DOI: 10.1007/s00234-017-1912-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 08/22/2017] [Indexed: 12/11/2022]
Abstract
PURPOSE It is generally believed that HIV infection could cause HIV-associated neurocognitive disorders (HAND) across a broad range of functional domains. Some of the most common findings are deficits in motor control. However, to date no neuroimaging studies have evaluated basic motor control in HIV-infected patients using a multimodal approach. METHODS In this study, we utilized high-resolution structural imaging and task-state functional magnetic resonance imaging (fMRI) to assess brain structure and motor function in a homogeneous cohort of HIV-infected patients. RESULTS We found that HIV-infected patients had significantly reduced gray matter (GM) volume in cortical regions, which are involved in motor control, including the bilateral posterior insula cortex, premotor cortex, and supramarginal gyrus. Increased activation in bilateral posterior insula cortices was also demonstrated by patients during hand movement tasks compared with healthy controls. More importantly, the reduced GM in bilateral posterior insula cortices was spatially coincident with abnormal brain activation in HIV-infected patients. In addition, the results of partial correlation analysis indicated that GM reduction in bilateral posterior insula cortices and premotor cortices was significantly correlated with immune system deterioration. CONCLUSION This study is the first to demonstrate spatially coincident GM reduction and abnormal activation during motor performance in HIV-infected patients. Although it remains unknown whether the brain deficits can be recovered, our findings may yield new insights into neurologic injury underlying motor dysfunction in HAND.
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40
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Badura-Brack AS, Heinrichs-Graham E, McDermott TJ, Becker KM, Ryan TJ, Khanna MM, Wilson TW. Resting-State Neurophysiological Abnormalities in Posttraumatic Stress Disorder: A Magnetoencephalography Study. Front Hum Neurosci 2017; 11:205. [PMID: 28487642 PMCID: PMC5403896 DOI: 10.3389/fnhum.2017.00205] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 04/07/2017] [Indexed: 12/11/2022] Open
Abstract
Posttraumatic stress disorder (PTSD) is a debilitating psychiatric condition that is common in veterans returning from combat operations. While the symptoms of PTSD have been extensively characterized, the neural mechanisms that underlie PTSD are only vaguely understood. In this study, we examined the neurophysiology of PTSD using magnetoencephalography (MEG) in a sample of veterans with and without PTSD. Our primary hypothesis was that veterans with PTSD would exhibit aberrant activity across multiple brain networks, especially those involving medial temporal and frontal regions. To this end, we examined a total of 51 USA combat veterans with a battery of clinical interviews and tests. Thirty-one of the combat veterans met diagnostic criteria for PTSD and the remaining 20 did not have PTSD. All participants then underwent high-density MEG during an eyes-closed resting-state task, and the resulting data were analyzed using a Bayesian image reconstruction method. Our results indicated that veterans with PTSD had significantly stronger neural activity in prefrontal, sensorimotor and temporal areas compared to those without PTSD. Veterans with PTSD also exhibited significantly stronger activity in the bilateral amygdalae, parahippocampal and hippocampal regions. Conversely, healthy veterans had stronger neural activity in the bilateral occipital cortices relative to veterans with PTSD. In conclusion, these data suggest that veterans with PTSD exhibit aberrant neural activation in multiple cortical areas, as well as medial temporal structures implicated in affective processing.
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Affiliation(s)
| | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC)Omaha, NE, USA.,Department of Neurological Sciences, University of Nebraska Medical Center (UNMC)Omaha, NE, USA
| | - Timothy J McDermott
- Department of Psychology, Creighton UniversityOmaha, NE, USA.,Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC)Omaha, NE, USA
| | - Katherine M Becker
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC)Omaha, NE, USA.,Department of Psychology, Colorado State UniversityFort Collins, CO, USA
| | - Tara J Ryan
- Department of Psychology, Creighton UniversityOmaha, NE, USA.,Department of Psychology, Simon Fraser UniversityBurnaby, BC, Canada
| | - Maya M Khanna
- Department of Psychology, Creighton UniversityOmaha, NE, USA
| | - Tony W Wilson
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center (UNMC)Omaha, NE, USA.,Department of Neurological Sciences, University of Nebraska Medical Center (UNMC)Omaha, NE, USA
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41
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Nookala AR, Mitra J, Chaudhari NS, Hegde ML, Kumar A. An Overview of Human Immunodeficiency Virus Type 1-Associated Common Neurological Complications: Does Aging Pose a Challenge? J Alzheimers Dis 2017; 60:S169-S193. [PMID: 28800335 PMCID: PMC6152920 DOI: 10.3233/jad-170473] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
With increasing survival of patients infected with human immunodeficiency virus type 1 (HIV-1), the manifestation of heterogeneous neurological complications is also increasing alarmingly in these patients. Currently, more than 30% of about 40 million HIV-1 infected people worldwide develop central nervous system (CNS)-associated dysfunction, including dementia, sensory, and motor neuropathy. Furthermore, the highly effective antiretroviral therapy has been shown to increase the prevalence of mild cognitive functions while reducing other HIV-1-associated neurological complications. On the contrary, the presence of neurological disorder frequently affects the outcome of conventional HIV-1 therapy. Although, both the children and adults suffer from the post-HIV treatment-associated cognitive impairment, adults, especially depending on the age of disease onset, are more prone to CNS dysfunction. Thus, addressing neurological complications in an HIV-1-infected patient is a delicate balance of several factors and requires characterization of the molecular signature of associated CNS disorders involving intricate cross-talk with HIV-1-derived neurotoxins and other cellular factors. In this review, we summarize some of the current data supporting both the direct and indirect mechanisms, including neuro-inflammation and genome instability in association with aging, leading to CNS dysfunction after HIV-1 infection, and discuss the potential strategies addressing the treatment or prevention of HIV-1-mediated neurotoxicity.
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Affiliation(s)
- Anantha Ram Nookala
- Division of Pharmacology and Toxicology, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Joy Mitra
- Department of Radiation Oncology, Houston Methodist Research Institute, Houston, TX, USA
| | - Nitish S. Chaudhari
- Division of Pharmacology and Toxicology, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Muralidhar L. Hegde
- Department of Radiation Oncology, Houston Methodist Research Institute, Houston, TX, USA
- Weill Cornell Medical College of Cornell University, NY, USA
| | - Anil Kumar
- Division of Pharmacology and Toxicology, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
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