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Tan W, Zhang S, Wang X, Lin G, Ye W, Zeng H. Potential mechanism of impaired perceptual reasoning in children with obstructive sleep apnea syndrome: topological analysis of brain white matter network employing graph theory. Brain Imaging Behav 2025; 19:543-555. [PMID: 40053277 DOI: 10.1007/s11682-025-00988-w] [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] [Accepted: 02/20/2025] [Indexed: 04/09/2025]
Abstract
Childhood obstructive sleep apnea syndrome (OSAS) disrupts normal ventilation and sleep structure and affects cognitive functions. However, the neurophysiological mechanisms underlying cognitive impairment are unclear. This study investigates the topological connectivity of white matter networks in children with moderate to severe OSAS and explores the underlying mechanisms of cognitive impairment. We collected clinical data of patients with moderate to severe OSAS (n = 43) and non-OSAS (n = 30). Intelligence testing was conducted using the China Wechsler Intelligence Scale for Children-Fourth Edition (C-WISC IV), including Processing speed, Working memory, Verbal comprehension, Perceptual reasoning, and Full-scale intelligence quotient (FSIQ). DTI data were collected using 3.0T MRI scanner (Ingenia, Philips, Netherlands). White matter network topology connections were analyzed using FSL and DSI Studio and inter group differences were statistically assessed. The difference of clinical and intelligence test was calculated by two sample t-test. Pearson correlation analysis was employed to examine the correlation between the abnormal white matter network metrics and cognitive function in OSAS patients. Clustering coefficient (Cp) and global efficiency (Eg), nodal degree (Dc), and nodal efficiency (Ne) were lower in the OSAS group (p < 0.05). Correlations between white matter network metrics and cognitive function: The Cp and Eg were positively correlated with Perceptual reasoning, and the shortest path length (Lp) was negatively correlated with Perceptual reasoning. The results indicate that there was impairment of cognitive function and abnormality of topological structural connectivity in white matter networks for children with OSAS. The Cp, Eg, and Lp correlate with Perceptual reasoning, indicating that abnormal topological structural connectivity of the white matter network might be neurofunctional basis for impaired perceptual reasoning.
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Affiliation(s)
- Weiting Tan
- Department of Radiology, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, 518038, China
| | - Shaojun Zhang
- Department of Radiology, Shenzhen Luohu District People's Hospital, 47 Friendship Road, Luohu District, Shenzhen, 110122, China
| | - Xiaoyu Wang
- Department of Radiology, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, 518038, China
| | - Guisen Lin
- Department of Radiology, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, 518038, China
| | - Wenhong Ye
- Department of Radiology, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, 518038, China
| | - Hongwu Zeng
- Department of Radiology, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, 518038, China.
- Shantou University Medical College, 22 Xinling Road, Jinping District, Shantou, 515041, China.
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Liu J, Liu Z, Liu X, Wang N, Wu L, Xu X, Liu W, Feng Y, Zhang H, Zhou Y, Yin X, Liu Y, Wu Q, Ning N, Liang L. Combined exposure to mixed brominated flame retardants on obstructive sleep apnea syndrome in US adults. BMC Public Health 2025; 25:146. [PMID: 39806355 PMCID: PMC11730165 DOI: 10.1186/s12889-024-21204-2] [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: 03/13/2024] [Accepted: 12/25/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Accumulating research highlights that exposure to serum brominated flame retardants (BFRs) may elevate health risks. The effects of serum BFRs, both alone and in combination, on obstructive sleep apnea syndrome (OSAS) have not been thoroughly studied. Our main goal was to examine the association between individual and mixtures of serum BFRs and OSAS risk. METHODS Data from the National Health and Nutrition Examination Survey (NHANES) were employed, including 1,341 participants. We included participants with full details on OSAS, covariates, and 7 types of serum BFRs (PBDE28, PBDE47, PBDE99, PBDE100, PBDE153, PBB153, and PBDE209). To investigate the OSAS risk with BFRs exposure, multivariate logistic regression, weighted quantile sum (WQS) regression, quantile g-computation (QGC), Bayesian kernel machine regression (BKMR) models, and restricted cubic splines (RCS) were implemented. RESULTS Serum BFRs, including PBDE28, PBDE47, PBDE99, PBDE100, and PBB153, showed positive correlations with the OSAS risk. The toxic effect of serum BFRs co-exposure on OSAS risk was consistently demonstrated through the results of WQS regression, QGC and BKMR models. PBB153 was determined to be the most weighted BFRs. Additionally, RCS regression model also verified the strong non-linear relationship that existed between OSAS risk and PBB153. CONCLUSIONS Findings of the study prove that BFRs co-exposure exerts a deleterious effect on OSAS risk. Future large-scale prospective investigations and experimental studies are desirable to confirm these findings.
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Affiliation(s)
- Junping Liu
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Zhaoyue Liu
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Xinru Liu
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Nan Wang
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Lin Wu
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Xiaoxue Xu
- Department of Health Economics, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Wei Liu
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Yajie Feng
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
- Chengde Central Hospital, Chengde, Hebei, 067000, China
| | - Huanyu Zhang
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
- Department of Health Policy and Management, School of Public Health, Fudan University, Shanghai, 200032, China
| | - Yue Zhou
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Xinle Yin
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Yaping Liu
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China
| | - Qunhong Wu
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China.
| | - Ning Ning
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China.
| | - Libo Liang
- Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, 150081, China.
- Institute for Medical Demography, Harbin Medical University, Harbin, 150081, China.
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Selcuk OT, Aydenizoz D, Genc F, Ozkan MB, Turkoglu Selcuk N, Cekic B, Cetinkaya EA, Taga Senirli R, Eyigor H. Are there any differences at gray matter sites between severe obstructive sleep apnea patients and healthy controls? Sleep Med 2024; 116:27-31. [PMID: 38412571 DOI: 10.1016/j.sleep.2024.02.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 02/05/2024] [Accepted: 02/11/2024] [Indexed: 02/29/2024]
Abstract
OBJECTIVES Obstructive sleep apnea (OSA) is a disease that may cause many medical conditions. Neurocognitive disorders may be triggered by OSA. In recent studies, selectively decreased gray matter tissue was observed in patients with OSA. We aimed to determine if there was a substantial difference in patients with extreme OSA by comparing the microstructural changes in different gray matter sub-areas with healthy controls using diffusion-weighted imaging methods. METHODS We studied 15 diagnosed severe OSA subjects before any treatment and 32 healthy control subjects. High resolution Magnetic Resonance Imaging (MRI) T1 and T2-weighted scans were visually examined to assess any major brain lesions. RESULTS There were no statistically significant differences of age and gender between the groups.The left and right globus pallidus, putamen and thalamus values did not differ significantly between OSA and control subjects. Right putamen values was negatively correlated with Apnea Hypopnea Index (AHI), supine AHI and non-REM AHI in OSA subjects, but no correlations appeared with left putamen values. The other gray matter parameters did not show any correlations with PSG parameters. AHI, Supine AHI, Non-Supine AHI, REM and NON-REM AHI values was not show any correlation with Right and Left Putamen volume sizes. CONCLUSIONS We made a morphological comparison of various gray matter areas of OSA patients and healthy volunteers in our study. We observed a significant decrease in right putamen gray matter volumes in patients with higher AHI values. Decreased cognitive functions are found in patients with OSA. In order to demonstrate this cognitive loss in patients with morphologically there is a need for further prospective studies with larger sample sizes.
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Affiliation(s)
- O T Selcuk
- University of Health Sciences, Antalya Training and Research Hospital, Otorhinolaryngology and Head and Neck Surgery Clinic, Turkey.
| | - D Aydenizoz
- University of Health Sciences, Antalya Training and Research Hospital, Otorhinolaryngology and Head and Neck Surgery Clinic, Turkey.
| | - F Genc
- University of Health Sciences, Antalya Training and Research Hospital, Neurology Clinic, Turkey.
| | - M B Ozkan
- University of Health Sciences, Antalya Training and Research Hospital, Radiology Clinic, Turkey.
| | - N Turkoglu Selcuk
- University of Health Sciences, Antalya Training and Research Hospital, Pulmonology Clinic, Turkey.
| | - B Cekic
- University of Health Sciences, Antalya Training and Research Hospital, Radiology Clinic, Turkey.
| | - E A Cetinkaya
- University of Health Sciences, Antalya Training and Research Hospital, Otorhinolaryngology and Head and Neck Surgery Clinic, Turkey.
| | - R Taga Senirli
- University of Health Sciences, Antalya Training and Research Hospital, Otorhinolaryngology and Head and Neck Surgery Clinic, Turkey.
| | - H Eyigor
- University of Health Sciences, Antalya Training and Research Hospital, Otorhinolaryngology and Head and Neck Surgery Clinic, Turkey.
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Short-Term Benefits of Continuous Positive Airway Pressure Treatment on Cognition in the Obstructive Sleep Apnea Syndrome: A Retrospective Study. Brain Sci 2023; 13:brainsci13010124. [PMID: 36672105 PMCID: PMC9856474 DOI: 10.3390/brainsci13010124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/04/2023] [Accepted: 01/07/2023] [Indexed: 01/13/2023] Open
Abstract
The Obstructive Sleep Apnea Syndrome (OSAS) significantly impacts cognitive functioning. The prolonged use (more than 3 months) of ventilotherapy with continuous positive airway pressure (CPAP) seems to have positive effects in restoring cognitive difficulties. However, there is poor evidence about its possible short-term effect. We investigated whether the short use (less than 15 days at testing) of CPAP improved the cognitive functioning in fifty individuals with OSAS by collecting retrospective neuropsychological measures about verbal memory and learning, information processing speed, attention (i.e., alerting, orienting, and executive system), and executive functions (i.e., strategic reasoning, problem-solving, and mental planning). The predictive role of days of CPAP use on the neuropsychological scores was assessed by hierarchical multiple linear regression analyses, over and above the possible role of demographics, body mass index, level of OSAS severity, and the level of anxiety and depression. The average number of days since CPAP adaptation was 4.70 (SD = 3.90; range = 0-15). As the days of CPAP adaptation increased, verbal learning and long-term memory significantly improved, contrary to the other assessed domains. Our results show a significant improvement in some cognitive functions even after a short treatment with CPAP, pointing to the importance of the early use of ventilotherapy to rapidly improve cognitive functioning. Identifying which cognitive functions can or cannot be restored with CPAP use may enable the design of complementary neuropsychological interventions focused on those residual difficulties, possibly enhancing patients' compliance to the treatment.
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Rostampour M, Noori K, Heidari M, Fadaei R, Tahmasian M, Khazaie H, Zarei M. White matter alterations in patients with obstructive sleep apnea: a systematic review of diffusion MRI studies. Sleep Med 2020; 75:236-245. [PMID: 32861061 DOI: 10.1016/j.sleep.2020.06.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 06/17/2020] [Accepted: 06/18/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Obstructive sleep apnea (OSA) is a common sleep disorder, which causes wide range of neurological and psychiatric symptoms. Several studies demonstrated structural and functional brain alterations using magnetic resonance imaging (MRI) techniques. Recently, diffusion-based brain MRI studies in patients with OSA showed changes in diffusion measures that represent various impairments of white matter (WM) integrity. The various finding may be due to diffusion indices employed for detection of neural impairment at the microstructural level, phase of the disease and the goals of studies. OBJECTIVES We aimed to identify a common abnormal WM pattern across the previous studies. METHODS We reviewed related literature in EMBASE, Scopus and PubMed databases and identified 13 studies that meet our selection criteria. RESULTS The current data pointed to WM integrity changes in corpus callosum, cingulate cortex, corticospinal tract, insular cortex, basal ganglia, and limbic sites. These regions mainly contribute in mood, autonomic and cardiovascular regulation. CONCLUSION Widespread use of diffusion magnetic resonance imaging (dMRI) parameters provides insight into the pathophysiology of OSA, stage of the disease and planning appropriate treatments in future.
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Affiliation(s)
- Masoumeh Rostampour
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Khadijeh Noori
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Maryam Heidari
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Reza Fadaei
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Masoud Tahmasian
- Institute of Medical Science and Technology, Shahid Beheshti University, Tehran, Iran.
| | - Habibolah Khazaie
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Mojtaba Zarei
- Institute of Medical Science and Technology, Shahid Beheshti University, Tehran, Iran.
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Lajoie AC, Lafontaine AL, Kimoff RJ, Kaminska M. Obstructive Sleep Apnea in Neurodegenerative Disorders: Current Evidence in Support of Benefit from Sleep Apnea Treatment. J Clin Med 2020; 9:E297. [PMID: 31973065 PMCID: PMC7073991 DOI: 10.3390/jcm9020297] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 01/17/2020] [Accepted: 01/19/2020] [Indexed: 12/13/2022] Open
Abstract
Obstructive sleep apnea (OSA) is a prevalent disorder characterized by recurrent upper airway obstruction during sleep resulting in intermittent hypoxemia and sleep fragmentation. Research has recently increasingly focused on the impact of OSA on the brain's structure and function, in particular as this relates to neurodegenerative diseases. This article reviews the links between OSA and neurodegenerative disease, focusing on Parkinson's disease, including proposed pathogenic mechanisms and current knowledge on the effects of treatment.
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Affiliation(s)
- Annie C. Lajoie
- Respiratory Epidemiology and Clinical Research Unit, Research Institute of the McGill University Health Centre, Montreal, QC H4A 3S5, Canada; (A.C.L.); (R.J.K.)
| | - Anne-Louise Lafontaine
- Montreal Neurological Institute, McGill University Health Centre, Montreal, QC H3A 2B4, Canada;
| | - R. John Kimoff
- Respiratory Epidemiology and Clinical Research Unit, Research Institute of the McGill University Health Centre, Montreal, QC H4A 3S5, Canada; (A.C.L.); (R.J.K.)
- Respiratory Division & Sleep Laboratory, McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Marta Kaminska
- Respiratory Epidemiology and Clinical Research Unit, Research Institute of the McGill University Health Centre, Montreal, QC H4A 3S5, Canada; (A.C.L.); (R.J.K.)
- Respiratory Division & Sleep Laboratory, McGill University Health Centre, Montreal, QC H4A 3J1, Canada
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Vyas S, Singh P, Khandelwal N, Govind V, Aggarwal AN, Mohanty M. Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas. Indian J Radiol Imaging 2019; 29:356-363. [PMID: 31949336 PMCID: PMC6958883 DOI: 10.4103/ijri.ijri_326_19] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 09/26/2019] [Accepted: 10/23/2019] [Indexed: 11/17/2022] Open
Abstract
Purpose: The association between obstructive sleep apnea (OSA) and cognitive impairment is well-recognized, but little is known about neural derangements that underlie this phenomenon. The purpose of this study was to evaluate the utility of diffusion kurtosis imaging (DKI) using a whole-brain atlas to comprehensively assess microstructural tissue changes in the brain of patients with OSA. Methods: This prospective study was conducted in 20 patients with moderate-to-severe OSA and 20 age- and gender-matched controls. MRI data acquisition was performed with 3 Tesla and data was analyzed using a whole-brain atlas. DKI data were processed and transformed into a brain template space to obtain various kurtosis parameters including axial kurtosis (AK), radial kurtosis (RK), mean kurtosis (MK), and kurtosis fractional anisotropy (KFA) using a 189-region brain atlas in the same template space. These kurtosis measurements were further analyzed using a student t-test in order to determine kurtosis measurements that present significant differences between the OSA patient set and the control set. Results: Significant differences (P < 0.05) were found in AK (54 regions), RK (10 regions), MK (6 regions) and KFA (41 regions) values in patients with OSA as compared to controls. DKI indices, using an atlas-based whole-brain analysis approach used in our study, showed widespread involvement of the anatomical regions in patients with OSA. Conclusion: The kurtosis parameters are more sensitive in demonstrating abnormalities in brain tissue structural organization at the microstructural level before any detectable changes appear in conventional MRI or other imaging modalities.
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Affiliation(s)
- Sameer Vyas
- Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Paramjeet Singh
- Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Niranjan Khandelwal
- Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Varan Govind
- Department of Radiology, University of Miami, Miami, Florida, USA
| | - Ashutosh Nath Aggarwal
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manju Mohanty
- Department of Neurosurgery, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Yilmaz Gokmen G, Akkoyunlu ME, Kilic L, Algun C. The Effect ofT'ai ChiandQigongTraining on Patients with Obstructive Sleep Apnea: A Randomized Controlled Study. J Altern Complement Med 2019; 25:317-325. [DOI: 10.1089/acm.2018.0197] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Gulhan Yilmaz Gokmen
- Department of Physical Therapy and Rehabilitation, Faculty of Health Sciences, Bandirma Onyedi Eylul University, Bandirma, Turkey
| | - Muhammed Emin Akkoyunlu
- Sleep Disorders Center, Department of Pulmonology, Medical School, Bezmialem Vakif University, Istanbul, Turkey
| | - Lutfiye Kilic
- Pulmonary Rehabilitation Center, Yedikule Chest Disease and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Candan Algun
- Department of Physical Therapy and Rehabilitation, Faculty of Health Sciences, Medipol University, Istanbul, Turkey
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Wang X, Huang X, Gao Z, Jiang H, Lu X. Vasogenic cerebral edema associated with the disability in activities of daily living in patients with chronic obstructive pulmonary disease. Brain Behav 2018; 8:e01065. [PMID: 30004190 PMCID: PMC6085924 DOI: 10.1002/brb3.1065] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 06/14/2018] [Accepted: 06/20/2018] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION The aim of this study was to explore whether patients with chronic obstructive pulmonary disease (COPD) develop vasogenic cerebral edema, and whether this edema contributes to the COPD-related disability. METHODS Eighteen stable patients with COPD and 17 matched healthy volunteers were enrolled. Apparent diffusion coefficient (ADC) values were calculated by voxel-based analysis using DTI-Studio software based on diffusion tensor imaging. COPD-related disability was calculated using activities of daily living (ADL) scale. RESULTS In patients with COPD, ADC increased in the white matter fiber tracts including the bilateral anterior cingulum and posterior corpus callosum and in the white matter fibers connecting the bilateral insular cortices, sub-lobar cortices, and pars triangularis cortices and the left rectus and olfactory gyrus. However, after further controlling for cigarette smoking, the difference in ADC values in the posterior corpus callosum between groups disappeared. Patients with COPD had significantly higher scores in ADL than that in controls. Moreover, ADL scores were positively correlated with the increased regional ADC values. CONCLUSION Vasogenic cerebral edema occurs in patients with COPD. Cigarette smoking may be a risk factor for COPD-related vasogenic edema. Vasogenic cerebral edema may be related to the COPD-related ADL impairment.
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Affiliation(s)
- Xiaochuan Wang
- Department of Neurology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Xuqing Huang
- Department of Respiratory Medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Zhongming Gao
- Department of Neurology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Haibo Jiang
- Department of Neurology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Xiaodong Lu
- Department of Neurology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
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Macey PM, Prasad JP, Ogren JA, Moiyadi AS, Aysola RS, Kumar R, Yan-Go FL, Woo MA, Albert Thomas M, Harper RM. Sex-specific hippocampus volume changes in obstructive sleep apnea. NEUROIMAGE-CLINICAL 2018; 20:305-317. [PMID: 30101062 PMCID: PMC6083433 DOI: 10.1016/j.nicl.2018.07.027] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 07/05/2018] [Accepted: 07/25/2018] [Indexed: 01/24/2023]
Abstract
Introduction Obstructive sleep apnea (OSA) patients show hippocampal-related autonomic and neurological symptoms, including impaired memory and depression, which differ by sex, and are mediated in distinct hippocampal subfields. Determining sites and extent of hippocampal sub-regional injury in OSA could reveal localized structural damage linked with OSA symptoms. Methods High-resolution T1-weighted images were collected from 66 newly-diagnosed, untreated OSA (mean age ± SD: 46.3 ± 8.8 years; mean AHI ± SD: 34.1 ± 21.5 events/h;50 male) and 59 healthy age-matched control (46.8 ± 9.0 years;38 male) participants. We added age-matched controls with T1-weighted scans from two datasets (IXI, OASIS-MRI), for 979 controls total (426 male/46.5 ± 9.9 years). We segmented the hippocampus and analyzed surface structure with “FSL FIRST” software, scaling volumes for brain size, and evaluated group differences with ANCOVA (covariates: total-intracranial-volume, sex; P < .05, corrected). Results In OSA relative to controls, the hippocampus showed small areas larger volume bilaterally in CA1 (surface displacement ≤0.56 mm), subiculum, and uncus, and smaller volume in right posterior CA3/dentate (≥ − 0.23 mm). OSA vs. control males showed higher bilateral volume (≤0.61 mm) throughout CA1 and subiculum, extending to head and tail, with greater right-sided increases; lower bilateral volumes (≥ − 0.45 mm) appeared in mid- and posterior-CA3/dentate. OSA vs control females showed only right-sided effects, with increased CA1 and subiculum/uncus volumes (≤0.67 mm), and decreased posterior CA3/dentate volumes (≥ − 0.52 mm). Unlike males, OSA females showed volume decreases in the right hippocampus head and tail. Conclusions The hippocampus shows lateralized and sex-specific, OSA-related regional volume differences, which may contribute to sex-related expression of symptoms in the sleep disorder. Volume increases suggest inflammation and glial activation, whereas volume decreases suggest long-lasting neuronal injury; both processes may contribute to dysfunction in OSA. The hippocampus in OSA shows areas of increased and decreased volume. The injury is sex-specific, in subregions related to symptoms in females and males. Injury may be inflammation (volume increases) or cell death (volume decreases).
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Affiliation(s)
- Paul M Macey
- UCLA School of Nursing, University of California at Los Angeles, Los Angeles, CA 90095, United States; Brain Research Institute, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States.
| | - Janani P Prasad
- UCLA School of Nursing, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - Jennifer A Ogren
- Department of Neurobiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - Ammar S Moiyadi
- Department of Neurobiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - Ravi S Aysola
- Medicine-Division of Pulmonary and Critical Care, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - Rajesh Kumar
- Brain Research Institute, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States; Anesthesiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States; Radiological Sciences, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - Frisca L Yan-Go
- Department of Neurology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - Mary A Woo
- UCLA School of Nursing, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - M Albert Thomas
- Radiological Sciences, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States
| | - Ronald M Harper
- Brain Research Institute, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States; Department of Neurobiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, United States
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Baril AA, Gagnon K, Brayet P, Montplaisir J, De Beaumont L, Carrier J, Lafond C, L'Heureux F, Gagnon JF, Gosselin N. Gray Matter Hypertrophy and Thickening with Obstructive Sleep Apnea in Middle-aged and Older Adults. Am J Respir Crit Care Med 2017; 195:1509-1518. [PMID: 28060546 DOI: 10.1164/rccm.201606-1271oc] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
RATIONALE Obstructive sleep apnea causes intermittent hypoxemia, hemodynamic fluctuations, and sleep fragmentation, all of which could damage cerebral gray matter that can be indirectly assessed by neuroimaging. OBJECTIVES To investigate whether markers of obstructive sleep apnea severity are associated with gray matter changes among middle-aged and older individuals. METHODS Seventy-one subjects (ages, 55-76 yr; apnea-hypopnea index, 0.2-96.6 events/h) were evaluated by magnetic resonance imaging. Two techniques were used: (1) voxel-based morphometry, which measures gray matter volume and concentration; and (2) FreeSurfer (an open source software suite) automated segmentation, which estimates the volume of predefined cortical/subcortical regions and cortical thickness. Regression analyses were performed between gray matter characteristics and markers of obstructive sleep apnea severity (hypoxemia, respiratory disturbances, and sleep fragmentation). MEASUREMENTS AND MAIN RESULTS Subjects had few symptoms, that is, sleepiness, depression, anxiety, and cognitive deficits. Although no association was found with voxel-based morphometry, FreeSurfer revealed increased gray matter with obstructive sleep apnea. Higher levels of hypoxemia correlated with increased volume and thickness of the left lateral prefrontal cortex as well as increased thickness of the right frontal pole, the right lateral parietal lobules, and the left posterior cingulate cortex. Respiratory disturbances positively correlated with right amygdala volume, and more severe sleep fragmentation was associated with increased thickness of the right inferior frontal gyrus. CONCLUSIONS Gray matter hypertrophy and thickening were associated with hypoxemia, respiratory disturbances, and sleep fragmentation. These structural changes in a group of middle-aged and older individuals may represent adaptive/reactive brain mechanisms attributed to a presymptomatic stage of obstructive sleep apnea.
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Affiliation(s)
- Andrée-Ann Baril
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,2 Département de psychiatrie
| | - Katia Gagnon
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,3 Département de psychologie, Université du Québec à Montréal, Montreal, Quebec, Canada
| | - Pauline Brayet
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,3 Département de psychologie, Université du Québec à Montréal, Montreal, Quebec, Canada
| | - Jacques Montplaisir
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,2 Département de psychiatrie
| | - Louis De Beaumont
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,4 Département de chirurgie
| | - Julie Carrier
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,5 Département de psychologie, and
| | - Chantal Lafond
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada
| | - Francis L'Heureux
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,6 Département de Neurosciences, Université de Montréal, Montreal, Quebec, Canada; and
| | - Jean-François Gagnon
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,3 Département de psychologie, Université du Québec à Montréal, Montreal, Quebec, Canada
| | - Nadia Gosselin
- 1 Centre d'études avancées en médecine du sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada.,5 Département de psychologie, and
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12
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Sarma MK, Macey PM, Nagarajan R, Aysola R, Harper RM, Thomas MA. Accelerated Echo Planer J-resolved Spectroscopic Imaging of Putamen and Thalamus in Obstructive Sleep Apnea. Sci Rep 2016; 6:31747. [PMID: 27596614 PMCID: PMC5011642 DOI: 10.1038/srep31747] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 07/26/2016] [Indexed: 12/11/2022] Open
Abstract
Obstructive sleep apnea syndrome (OSAS) leads to neurocognitive and autonomic deficits that are partially mediated by thalamic and putamen pathology. We examined the underlying neurochemistry of those structures using compressed sensing-based 4D echo-planar J-resolved spectroscopic imaging (JRESI), and quantified values with prior knowledge fitting. Bilaterally increased thalamic mI/Cr, putamen Glx/Cr, and Glu/Cr, and bilaterally decreased thalamic and putamen tCho/Cr and GABA/Cr occurred in OSAS vs healthy subjects (p < 0.05). Increased right thalamic Glx/Cr, Glu/Cr, Gln/Cr, Asc/Cr, and decreased GPC/Cr and decreased left thalamic tNAA/Cr, NAA/Cr were detected. The right putamen showed increased mI/Cr and decreased tCho/Cr, and the left, decreased PE/Cr ratio. ROC curve analyses demonstrated 60–100% sensitivity and specificity for the metabolite ratios in differentiating OSAS vs. controls. Positive correlations were found between: left thalamus mI/Cr and baseline oxygen saturation (SaO2); right putamen tCho/Cr and apnea hypopnea index; right putamen GABA/Cr and baseline SaO2; left putamen PE/Cr and baseline SaO2; and left putamen NAA/Cr and SaO2 nadir (all p < 0.05). Negative correlations were found between left putamen PE/Cr and SaO2 nadir. These findings suggest underlying inflammation or glial activation, with greater alterations accompanying lower oxygen saturation. These metabolite levels may provide biomarkers for future neurochemical interventions by pharmacologic or other means.
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Affiliation(s)
- Manoj K Sarma
- Department of Radiological Sciences, UCLA Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Paul M Macey
- UCLA School of Nursing, UCLA Geffen School of Medicine, Los Angeles, CA 90095, USA.,Brain Research Institute, UCLA Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Rajakumar Nagarajan
- Department of Radiological Sciences, UCLA Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Ravi Aysola
- Division of Pulmonary and Critical Care Medicine, UCLA Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Ronald M Harper
- Brain Research Institute, UCLA Geffen School of Medicine, Los Angeles, CA 90095, USA.,Department of Neurobiology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - M Albert Thomas
- Department of Radiological Sciences, UCLA Geffen School of Medicine, Los Angeles, CA 90095, USA
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13
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Intracranial hypertension associated with obstructive sleep apnea: a discussion of potential etiologic factors. Med Hypotheses 2014; 83:792-7. [PMID: 25456788 DOI: 10.1016/j.mehy.2014.10.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2014] [Revised: 09/07/2014] [Accepted: 10/14/2014] [Indexed: 01/02/2023]
Abstract
Obstructive sleep apnea has been shown to increase intracranial pressure, and to be a secondary cause of intracranial hypertension. There are a few theories that attempt to explain this relationship, however there is little data, and even less recognition among physicians that this actually occurs. This paper discusses multiple pieces of data, from anatomical correlates to biochemical information involving neuro-excitotoxicity, as well as hematologic factors and issues surrounding brain edema and blood-brain barrier dysfunction. A complex paradigm for how obstructive sleep apnea may lead to increased intracranial pressure is thus proposed. In addition, suggestions are made for how obstructive sleep apnea must as a result be managed differently in the setting of idiopathic intracranial hypertension.
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14
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Kacar E, Sarinc Ulasli S, Günay E, Güngör G, Ünlü E, Beker Acay M, Koyuncu T, Ünlü M, Haktanir A. Assessment of neural alterations in obstructive sleep apnoea syndrome: can apparent diffusion coefficient measurements be useful? CLINICAL RESPIRATORY JOURNAL 2014; 10:189-97. [PMID: 25103635 DOI: 10.1111/crj.12201] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 07/24/2014] [Accepted: 08/05/2014] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND AIMS Our aim was to investigate whether neurological alteration in patients with obstructive sleep apnoea syndrome (OSAS) with apparently normal cerebral and cerebellar structures can be assessed by means of apparent diffusion coefficient (ADC) measurement and to investigate the association between OSAS severity and ADC values. METHODS Following the acquisition of diffusion-weighted cranial magnetic resonance imaging, ADC measurements were performed in 24 different apparently normal cerebral and cerebellar structures, including the bilateral frontal and parietal cortices, insulae, cingulate gyri, hippocampi, frontal and parieto-occipital periventricular white matter (PWM), caudate nuclei, putamen, thalami, cerebellar hemispheres, pons and mesencephalon in 47 OSAS patients and 20 control subjects. The ADC values of the patients and the control group were compared. The association between the apnoea-hypopnoea index (AHI) and the ADC values of the patients were investigated. RESULTS The ADC values in the bilateral frontal PWM were lower in the patient group than those in the control subjects (P < 0.05). The measurements in the right cingulate gyri of the OSAS patients exhibited significantly higher ADC values than those of the control group (P = 0.002). Bilateral thalamic ADC values in severe OSAS patients were significantly higher than those in mild and moderate OSAS patients (P < 0.05). CONCLUSION The ADC measurement is a simple and effective technique to evaluate neural alteration of the brain in patients with OSAS. ADC measurements can also be useful in the evaluation of the association between the AHI and the degree of neural alteration in the central nervous system.
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Affiliation(s)
- Emre Kacar
- Department of Radiology, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Sevinc Sarinc Ulasli
- Department of Pulmonary Medicine, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Ersin Günay
- Department of Pulmonary Medicine, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Gülay Güngör
- Department of Radiology, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Ebru Ünlü
- Department of Radiology, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Mehtap Beker Acay
- Department of Radiology, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Tülay Koyuncu
- Department of Pulmonary Medicine, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Mehmet Ünlü
- Department of Pulmonary Medicine, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
| | - Alpay Haktanir
- Department of Radiology, School of Medicine, Afyon Kocatepe University, Afyonkarahisar, Turkey
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15
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Kumar R, Farahvar S, Ogren JA, Macey PM, Thompson PM, Woo MA, Yan-Go FL, Harper RM. Brain putamen volume changes in newly-diagnosed patients with obstructive sleep apnea. NEUROIMAGE-CLINICAL 2014; 4:383-91. [PMID: 24567910 PMCID: PMC3930100 DOI: 10.1016/j.nicl.2014.01.009] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Revised: 01/17/2014] [Accepted: 01/21/2014] [Indexed: 11/24/2022]
Abstract
Obstructive sleep apnea (OSA) is accompanied by cognitive, motor, autonomic, learning, and affective abnormalities. The putamen serves several of these functions, especially motor and autonomic behaviors, but whether global and specific sub-regions of that structure are damaged is unclear. We assessed global and regional putamen volumes in 43 recently-diagnosed, treatment-naïve OSA (age, 46.4 ± 8.8 years; 31 male) and 61 control subjects (47.6 ± 8.8 years; 39 male) using high-resolution T1-weighted images collected with a 3.0-Tesla MRI scanner. Global putamen volumes were calculated, and group differences evaluated with independent samples t-tests, as well as with analysis of covariance (covariates; age, gender, and total intracranial volume). Regional differences between groups were visualized with 3D surface morphometry-based group ratio maps. OSA subjects showed significantly higher global putamen volumes, relative to controls. Regional analyses showed putamen areas with increased and decreased tissue volumes in OSA relative to control subjects, including increases in caudal, mid-dorsal, mid-ventral portions, and ventral regions, while areas with decreased volumes appeared in rostral, mid-dorsal, medial-caudal, and mid-ventral sites. Global putamen volumes were significantly higher in the OSA subjects, but local sites showed both higher and lower volumes. The appearance of localized volume alterations points to differential hypoxic or perfusion action on glia and other tissues within the structure, and may reflect a stage in progression of injury in these newly-diagnosed patients toward the overall volume loss found in patients with chronic OSA. The regional changes may underlie some of the specific deficits in motor, autonomic, and neuropsychologic functions in OSA. Global and regional putamen volumes were examined in newly-diagnosed OSA. Global volumes are higher, but subareas showed increases and decreases. The volume increases suggest transient tissue swelling from hypoxic action. Altered sites likely contribute to motor and other functional deficits in OSA.
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Key Words
- 3D surface morphometry
- 3D, Three dimensional
- AHI, Apnea–hypopnea index
- Autonomic
- BAI, Beck Anxiety Inventory
- BDI-II, Beck Depression Inventory II
- Basal ganglia
- CSF, Cerebrospinal fluid
- Cognition
- ESS, Epworth Sleepiness Scale
- FA, Flip angle
- FOV, Field of view
- GRAPPA, Generalized autocalibrating partially parallel acquisition
- Intermittent hypoxia
- MNI, Montreal Neurological Institute
- MPRAGE, Magnetization prepared rapid acquisition gradient-echo
- MRI, Magnetic resonance imaging
- Magnetic resonance imaging
- Motor
- OSA, Obstructive sleep apnea
- PD, Proton density
- PSQI, Pittsburgh Sleep Quality Index
- TE, Echo time
- TIV, Total intracranial volume
- TR, Repetition time
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Affiliation(s)
- Rajesh Kumar
- Department of Anesthesiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, USA ; Department of Radiological Sciences, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, USA ; The Brain Research Institute, University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Salar Farahvar
- Department of Neurobiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Jennifer A Ogren
- UCLA School of Nursing, University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Paul M Macey
- UCLA School of Nursing, University of California at Los Angeles, Los Angeles, CA 90095, USA ; The Brain Research Institute, University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Paul M Thompson
- Department of Neurology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, USA ; Department of Psychiatry, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Mary A Woo
- UCLA School of Nursing, University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Frisca L Yan-Go
- Department of Neurology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Ronald M Harper
- Department of Neurobiology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, Los Angeles, CA 90095, USA ; The Brain Research Institute, University of California at Los Angeles, Los Angeles, CA 90095, USA
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