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van Hattem T, Verkaar L, Krugliakova E, Adelhöfer N, Zeising M, Drinkenburg WHIM, Claassen JAHR, Bódizs R, Dresler M, Rosenblum Y. Targeting Sleep Physiology to Modulate Glymphatic Brain Clearance. Physiology (Bethesda) 2025; 40:0. [PMID: 39601891 DOI: 10.1152/physiol.00019.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 09/12/2024] [Accepted: 11/08/2024] [Indexed: 11/29/2024] Open
Abstract
Sleep has been postulated to play an important role in the removal of potentially neurotoxic molecules, such as amyloid-β, from the brain via the glymphatic system. Disturbed sleep, on the other hand, may contribute to the accumulation of neurotoxins in brain tissue, eventually leading to neuronal death. A bidirectional relationship has been proposed between impaired sleep and neurodegenerative processes, which start years before the onset of clinical symptoms associated with conditions like Alzheimer's and Parkinson's diseases. Given the heavy burden these conditions place on society, it is imperative to develop interventions that promote efficient brain clearance, thereby potentially aiding in the prevention or slowing of neurodegeneration. In this review, we explore whether the metabolic clearance function of sleep can be enhanced through sensory (e.g., auditory, vestibular) or transcranial (e.g., magnetic, ultrasound, infrared light) stimulation, as well as pharmacological (e.g., antiepileptics) and behavioral (e.g., sleeping position, physical exercise, cognitive intervention) modulation of sleep physiology. A particular focus is placed on strategies to enhance slow-wave activity during nonrapid eye movement sleep as a driver of glymphatic brain clearance. Overall, this review provides a comprehensive overview on the potential preventative and therapeutic applications of sleep interventions in combating neurodegeneration, cognitive decline, and dementia.
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Affiliation(s)
- Timo van Hattem
- Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Lieuwe Verkaar
- Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Elena Krugliakova
- Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nico Adelhöfer
- Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marcel Zeising
- Klinikum Ingolstadt, Centre of Mental Health, Ingolstadt, Germany
| | - Wilhelmus H I M Drinkenburg
- Groningen Institute for Evolutionary Life Sciences, Neurobiology, University of Groningen, Groningen, The Netherlands
| | - Jurgen A H R Claassen
- Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom
| | - Róbert Bódizs
- Institute of Behavioural Sciences, Semmelweis University, Budapest, Hungary
| | - Martin Dresler
- Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Yevgenia Rosenblum
- Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
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2
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Al‐Thani NA, Stewart GS, Costello DA. The Role of the Urea Cycle in the Alzheimer's Disease Brain. J Neurochem 2025; 169:e70033. [PMID: 40022483 PMCID: PMC11871420 DOI: 10.1111/jnc.70033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 02/13/2025] [Accepted: 02/13/2025] [Indexed: 03/03/2025]
Abstract
Alzheimer's Disease (AD) is a neurodegenerative disorder classified as the leading form of dementia in the elderly. Classical hallmarks of AD pathology believed to cause AD include Amyloid-beta (Aβ) plaques as well as neurofibrillary tau tangles (NTT). However, research into these classical hallmarks has failed to account for a causative link or therapeutic success. More recently, metabolic hallmarks of AD pathology have become a popular avenue of research. Elevated urea and ammonia detected in cases of AD point towards a dysfunctional urea cycle involved in AD. This review covers the expansive body of literature surrounding the work of researchers deciphering the role of the urea cycle in AD pathology through the study of urea cycle enzymes, metabolites, and transporters in the AD brain. Urea cycle enzymes of interest in AD pathology include OTC, NOS isoforms, ARG1, ARG2, MAOB, and ODC, which all present as promising therapeutic targets. Urea metabolites indicated in AD pathology have varying concentrations across the regions of the brain and the different cell types (neurons, microglia, astrocytes). Finally, the role of UT-B as a clearance modulator presents this protein as a key target for research in the role of the urea cycle in the AD brain. In the future, these key enzymes, pathways, and proteins relating to the urea cycle in AD should be further investigated to better understand the cell-specific urea cycle profiles in the AD brain and uncover their therapeutic potential.
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Affiliation(s)
- Najlaa A. Al‐Thani
- UCD School of Biomolecular and Biomedical ScienceUniversity College DublinDublinIreland
- UCD Conway InstituteUniversity College DublinDublinIreland
| | - Gavin S. Stewart
- UCD School of Biology and Environmental ScienceUniversity College DublinDublinIreland
| | - Derek A. Costello
- UCD School of Biomolecular and Biomedical ScienceUniversity College DublinDublinIreland
- UCD Conway InstituteUniversity College DublinDublinIreland
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3
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Hussain N, Khan MM, Sharma A, Singh RK, Khan RH. Beyond plaques and tangles: The role of immune cell dysfunction in Alzheimer's disease. Neurochem Int 2025; 184:105947. [PMID: 39956324 DOI: 10.1016/j.neuint.2025.105947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 02/11/2025] [Accepted: 02/12/2025] [Indexed: 02/18/2025]
Abstract
The interplay between immune cell dysfunction and associated neuroinflammation plays a critical role in the pathogenesis of Alzheimer's disease. Neuroinflammation, orchestrated by microglia and peripheral immune cells, exacerbates synaptic dysfunction and neurodegeneration in AD. Emerging evidence suggests a systemic immune response in AD, challenging traditional views of neurocentric pathology. Therapeutic strategies targeting neuroinflammation hold promise, yet translating preclinical findings into clinical success remains elusive. This article presents recent advances in AD scientific studies, highlighting the pivotal role of immune cell dysfunction and signaling pathways in disease progression. We also discussed therapeutic studies targeting immune cell dysregulation, as treatment methods. This advocates for a paradigm shift towards holistic approaches that integrate peripheral and central immune responses, fostering a comprehensive understanding of AD pathophysiology and paving the way for transformative interventions.
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Affiliation(s)
- Nasif Hussain
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh, 202002, India
| | - Mohd Moin Khan
- Brigham and Women's Hospital, Harvard Medical School, Harvard University, Boston, MA, USA
| | - Ayushi Sharma
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh, 202002, India
| | - Rakesh K Singh
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India
| | - Rizwan Hasan Khan
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh, 202002, India.
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4
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Li T, Wang Q, Yang B, Qu X, Chen W, Wang H, Wang N, Xian J. Glymphatic system impairment in normal tension glaucoma evaluated by diffusion tensor image analysis along the perivascular space. Brain Res 2025; 1850:149450. [PMID: 39793917 DOI: 10.1016/j.brainres.2025.149450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 01/05/2025] [Accepted: 01/07/2025] [Indexed: 01/13/2025]
Abstract
Disruption of the glymphatic system plays a vital role in pathogenesis of neurodegeneration in normal tension glaucoma (NTG). We evaluated the impairment of glymphatic system of NTG patients by diffusion tensor image analysis along the perivascular space (DTI-ALPS), and explored the correlation between the ALPS index and dysfunction of visual cortices in resting state. DTI-ALPS was applied to 37 normal controls (NCs) and 37 NTG patients. Multidirectional diffusivity maps and fractional anisotropy (FA) maps were reconstructed to calculate ALPS index. The Amplitude of low-frequency fluctuation (ALFF) in visual cortices (V1-V5) were calculated using resting-state fMRI. Clinical data and ALPS indexes were compared between the groups. Lateralization of ALPS indexes and differences in visual field of two eyes were analyzed. Subsequently, regression analyses between ALPS indexes and mean deviation (MD) values of bilateral eyes and ALFF of visual cortices were performed. The bilateral ALPS indexes of NTG patients decreased significantly. In NCs and NTG patients, ALPS indexes in right hemisphere were lower than that in left hemisphere. The right ALPS indexes of NTG patients were positively correlated with the MD values of the left eyes. In NTG patients, decreased ALFF was detected in right V1 and bilateral V2-5, and the left ALPS indexes were positively correlated with ALFF in bilateral V1, V2, V5, and right V3V area. The ALPS index decreased in NTG patients, correlated with visual defects and ALFF, indicating impairment of the glymphatic system and the potential to be a biomarker in the future.
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Affiliation(s)
- Ting Li
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Qian Wang
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Bingbing Yang
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xiaoxia Qu
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Weiwei Chen
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing Tongren Hospital, Capital Medical University, China
| | - Huaizhou Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing Tongren Hospital, Capital Medical University, China
| | - Ningli Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Ophthalmology & Visual Sciences Key Laboratory, Beijing Tongren Hospital, Capital Medical University, China.
| | - Junfang Xian
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
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5
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Ji KH, Yun CH. Emerging Technologies to Track and Improve Sleep Health. Sleep Med Clin 2025; 20:47-55. [PMID: 39894598 DOI: 10.1016/j.jsmc.2024.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
This review explores cutting-edge advancements, including wearable sleep trackers, brain age assessments, transcranial electrical stimulation (TES), acoustic stimulation, and glymphatic system modulation. Sleep trackers provide continuous monitoring of sleep patterns, while brain age estimation offers insights into brain health and early detection of accelerated aging. TES shows promise in improving mood, memory, and sleep. Acoustic stimulation during slow-wave sleep has been demonstrated to enhance memory consolidation. Additionally, optimizing the glymphatic system may facilitate brain waste clearance, crucial in preventing neurodegenerative diseases like Alzheimer's. However, significant challenges remain, including the need for rigorous longitudinal studies to validate these technologies' efficacy and safety.
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Affiliation(s)
- Ki-Hwan Ji
- Department of Neurology, Inje University Busan Paik Hospital, College of Medicine, Inje University, 75 Bokjiro, Busanjin-gu, Busan 47392, Republic of Korea
| | - Chang-Ho Yun
- Deparment of Neurology, Seoul National University Bundang Hospital and Seoul National University College of Medicine, 82 Gumi-ro 173 Beon-gil, Bundang-gu, Seongnam, Gyeonggi 13620, Republic of Korea.
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Ji KH, Yun CH. Brain Health in Sleep Disorders. Sleep Med Clin 2025; 20:57-72. [PMID: 39894599 DOI: 10.1016/j.jsmc.2024.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Sleep is a critical determinant of brain health, influencing cognitive, emotional, and physiologic functions. The complex bidirectional relationship between sleep and brain health underscores the importance of sleep in maintaining cognitive function, regulating brain homeostasis, and facilitating the clearance of metabolic waste through the glymphatic system. Chronic sleep deprivation and sleep disorders such as insomnia and obstructive sleep apnea have been shown to negatively impact brain structures and functions. This review discusses the impact of sleep disorders on brain health. It also explores the implications of impaired sleep on cardiovascular health, immune function, and neuroplasticity.
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Affiliation(s)
- Ki-Hwan Ji
- Department of Neurology, Inje University Busan Paik Hospital, College of Medicine, Inje University, 75 Bokji-ro, Busanjin-gu, Busan 47392, Republic of Korea
| | - Chang-Ho Yun
- Deparment of Neurology, Seoul National University Bundang Hospital and Seoul National University College of Medicine, 82 Gumi-ro 173 Beon-gil, Bundang-gu, Seongnam, Gyeonggi 13620, Republic of Korea.
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7
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Lee S, Kaufmann CN, Lippi CA, Ryan SJ, Guo Y. Untreated insomnia as a contributor to geographic disparities in risk for Alzheimer's disease and related dementias. Sleep Health 2025:S2352-7218(25)00018-X. [PMID: 39986902 DOI: 10.1016/j.sleh.2025.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Revised: 01/03/2025] [Accepted: 01/06/2025] [Indexed: 02/24/2025]
Affiliation(s)
- Soomi Lee
- Department of Human Development and Family Studies, Center for Healthy Aging, The Pennsylvania State University, University Park, Pennsylvania, USA.
| | - Christopher N Kaufmann
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, USA.
| | - Catherine A Lippi
- Quantitative Disease Ecology and Conservation (QDEC) Lab, Department of Geography and Emerging Pathogens Institute (EPI), University of Florida, Gainesville, Florida, USA
| | - Sadie J Ryan
- Quantitative Disease Ecology and Conservation (QDEC) Lab, Department of Geography and Emerging Pathogens Institute (EPI), University of Florida, Gainesville, Florida, USA
| | - Yi Guo
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, USA
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Zhao W, Rao J, Wang R, Chai Y, Mao T, Quan P, Deng Y, Chen W, Wang S, Guo B, Zhang Q, Rao H. Test-retest reliability of coupling between cerebrospinal fluid flow and global brain activity after normal sleep and sleep deprivation. Neuroimage 2025; 309:121097. [PMID: 39986550 DOI: 10.1016/j.neuroimage.2025.121097] [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: 10/06/2024] [Revised: 02/16/2025] [Accepted: 02/19/2025] [Indexed: 02/24/2025] Open
Abstract
The glymphatic system (GS) plays a key role in maintaining brain homeostasis by clearing metabolic waste during sleep, with the coupling between global blood-oxygen-level-dependent (gBOLD) and cerebrospinal fluid (CSF) signals serving as a potential marker for glymphatic clearance function. However, the test-retest reliability and spatial heterogeneity of gBOLD-CSF coupling after different sleep conditions remain unclear. In this study, we assessed the test-retest reliability of gBOLD-CSF coupling following either normal sleep or total sleep deprivation (TSD) in 64 healthy adults under controlled laboratory conditions. The reliability was high after normal sleep (ICC = 0.763) but decreased following TSD (ICC = 0.581). Moreover, spatial heterogeneity was evident in participants with normal sleep, with lower-order networks (visual, somatomotor, and attention) showing higher ICC values compared to higher-order networks (default-mode, limbic, and frontoparietal). This spatial variation was less distinct in the TSD group. These results demonstrate the robustness of the gBOLD-CSF coupling method and emphasize the significance of considering sleep history in glymphatic function research.
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Affiliation(s)
- Weiwei Zhao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China
| | - Joy Rao
- Center for Functional Neuroimaging and Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ruosi Wang
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China
| | - Ya Chai
- Center for Functional Neuroimaging and Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, IN, USA; Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Tianxin Mao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China; Center for Functional Neuroimaging and Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Peng Quan
- Center for Functional Neuroimaging and Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Research Center for Quality of Life and Applied Psychology, Guangdong Medical University, Guangdong, PR China
| | - Yao Deng
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China; Center for Functional Neuroimaging and Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Wenwen Chen
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China
| | - Shilei Wang
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China
| | - Bowen Guo
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China
| | - Qingyun Zhang
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China
| | - Hengyi Rao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, PR China; Center for Functional Neuroimaging and Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Unit for Experimental Psychiatry, Division of Sleep and Chronobiology, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA.
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9
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Kroll F, Donnelly J, Özcan GG, Mackay E, Rihel J. Behavioural pharmacology predicts disrupted signalling pathways and candidate therapeutics from zebrafish mutants of Alzheimer's disease risk genes. eLife 2025; 13:RP96839. [PMID: 39960847 PMCID: PMC11832171 DOI: 10.7554/elife.96839] [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] [Indexed: 02/20/2025] Open
Abstract
By exposing genes associated with disease, genomic studies provide hundreds of starting points that should lead to druggable processes. However, our ability to systematically translate these genomic findings into biological pathways remains limited. Here, we combine rapid loss-of-function mutagenesis of Alzheimer's risk genes and behavioural pharmacology in zebrafish to predict disrupted processes and candidate therapeutics. FramebyFrame, our expanded package for the analysis of larval behaviours, revealed that decreased night-time sleep was common to F0 knockouts of all four late-onset Alzheimer's risk genes tested. We developed an online tool, ZOLTAR, which compares any behavioural fingerprint to a library of fingerprints from larvae treated with 3677 compounds. ZOLTAR successfully predicted that sorl1 mutants have disrupted serotonin signalling and identified betamethasone as a drug which normalises the excessive day-time sleep of presenilin-2 knockout larvae with minimal side effects. Predictive behavioural pharmacology offers a general framework to rapidly link disease-associated genes to druggable pathways.
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Affiliation(s)
- François Kroll
- Department of Cell and Developmental Biology, University College LondonLondonUnited Kingdom
- Institut de la Vision, Sorbonne UniversitéParisFrance
| | - Joshua Donnelly
- Department of Cell and Developmental Biology, University College LondonLondonUnited Kingdom
| | - Güliz Gürel Özcan
- Department of Cell and Developmental Biology, University College LondonLondonUnited Kingdom
| | - Eirinn Mackay
- Department of Cell and Developmental Biology, University College LondonLondonUnited Kingdom
| | - Jason Rihel
- Department of Cell and Developmental Biology, University College LondonLondonUnited Kingdom
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Chen S, Wang H, Zhang L, Xi Y, Lu Y, Yu K, Zhu Y, Regina I, Bi Y, Tong F. Glymphatic system: a self-purification circulation in brain. Front Cell Neurosci 2025; 19:1528995. [PMID: 40012567 PMCID: PMC11861344 DOI: 10.3389/fncel.2025.1528995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Accepted: 01/30/2025] [Indexed: 02/28/2025] Open
Abstract
The glymphatic system theory introduces a new perspective on fluid flow and homeostasis in the brain. Here, cerebrospinal fluid and interstitial fluid (CSF-ISF) moves from the perivascular spaces (PVS) of arteries to those of veins for drainage. Aquaporin-4 (AQP4) plays a crucial role in driving fluid within the PVS. The impairment to AQP4 is closely linked to the dysfunction of the glymphatic system. The function of the glymphatic system is less active during waking but enhanced during sleep. The efficiency of the glymphatic system decreases with aging. Damage to the glymphatic system will give rise to the development and progression of many brain diseases, such as Alzheimer's disease (AD), Parkinson's disease (PD), chronic traumatic encephalopathy (CTE), and vascular dementia (VaD). Here, we reviewed previous research associated with the glymphatic system, including its concepts, principles, and influencing factors. We hypothesize that AQP4 could be a target for the prevention and treatment of certain brain diseases through the regulation on the glymphatic system.
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Affiliation(s)
- Siying Chen
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Huijing Wang
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Lini Zhang
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Yingying Xi
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Yiying Lu
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Kailin Yu
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Yujie Zhu
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Izmailova Regina
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Yong Bi
- Department of Neurology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Fang Tong
- Institute of Wound Prevention and Treatment, School of Fundamental Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, China
- Department of Neurology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
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11
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Hauglund NL, Andersen M, Tokarska K, Radovanovic T, Kjaerby C, Sørensen FL, Bojarowska Z, Untiet V, Ballestero SB, Kolmos MG, Weikop P, Hirase H, Nedergaard M. Norepinephrine-mediated slow vasomotion drives glymphatic clearance during sleep. Cell 2025; 188:606-622.e17. [PMID: 39788123 DOI: 10.1016/j.cell.2024.11.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 08/29/2024] [Accepted: 11/18/2024] [Indexed: 01/12/2025]
Abstract
As the brain transitions from wakefulness to sleep, processing of external information diminishes while restorative processes, such as glymphatic removal of waste products, are activated. Yet, it is not known what drives brain clearance during sleep. We here employed an array of technologies and identified tightly synchronized oscillations in norepinephrine, cerebral blood volume, and cerebrospinal fluid (CSF) as the strongest predictors of glymphatic clearance during NREM sleep. Optogenetic stimulation of the locus coeruleus induced anti-correlated changes in vasomotion and CSF signal. Furthermore, stimulation of arterial oscillations enhanced CSF inflow, demonstrating that vasomotion acts as a pump driving CSF into the brain. On the contrary, the sleep aid zolpidem suppressed norepinephrine oscillations and glymphatic flow, highlighting the critical role of norepinephrine-driven vascular dynamics in brain clearance. Thus, the micro-architectural organization of NREM sleep, driven by norepinephrine fluctuations and vascular dynamics, is a key determinant for glymphatic clearance.
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Affiliation(s)
- Natalie L Hauglund
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark; Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford OX1 3PT, UK; Danish Center for Sleep Medicine, Department of Clinical Neurophysiology, Rigshospitalet, 2600 Glostrup, Denmark
| | - Mie Andersen
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Klaudia Tokarska
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Tessa Radovanovic
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Celia Kjaerby
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Frederikke L Sørensen
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Zuzanna Bojarowska
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Verena Untiet
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Sheyla B Ballestero
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Mie G Kolmos
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Pia Weikop
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Hajime Hirase
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Maiken Nedergaard
- Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark; Center for Translational Neuromedicine, University of Rochester, Rochester, NY 14627, USA.
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12
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Wu Y, Bhat NR, Liu M. Reduction of orexin-expressing neurons and a unique sleep phenotype in the Tg-SwDI mouse model of Alzheimer's disease. Front Aging Neurosci 2025; 17:1529769. [PMID: 39968126 PMCID: PMC11832706 DOI: 10.3389/fnagi.2025.1529769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 01/20/2025] [Indexed: 02/20/2025] Open
Abstract
Sleep disturbances are common in Alzheimer's disease (AD) and AD-related dementia (ADRD). We performed a sleep study on Tg-SwDI mice, a cerebral amyloid angiopathy (CAA) model, and age-matched wild-type (WT) control mice. The results showed that at 12 months of age, the hemizygous Tg-SwDI mice spent significantly more time in non-rapid eye movement (NREM) sleep (44.6 ± 2.4% in Tg-SwDI versus 35.9 ± 2.5% in WT) and had a much shorter average length of wake bout during the dark (active) phase (148.5 ± 8.7 s in the Tg-SwDI versus 203.6 ± 13.0 s in WT). Histological analysis revealed stark decreases of orexin immunoreactive (orexin-IR) neuron number and soma size in these Tg-SwDI mice (cell number: 2187 ± 97.1 in Tg-SwDI versus 3318 ± 137.9 in WT. soma size: 109.1 ± 8.1 μm2 in Tg-SwDI versus 160.4 ± 6.6 μm2 in WT), while the number and size of melanin-concentrating hormone (MCH) immunoreactive (MCH-IR) neurons remained unchanged (cell number: 4256 ± 273.3 in Tg-SwDI versus 4494 ± 326.8 in WT. soma size: 220.1 ± 13.6 μm2 in Tg-SwDI versus 202.0 ± 7.8 μm2 in WT). The apoptotic cell death marker cleaved caspase-3 immunoreactive (Caspase-3-IR) percentage in orexin-IR neurons was significantly higher in Tg-SwDI mice than in WT controls. This selective loss of orexin-IR neurons could be associated with the abnormal sleep phenotype in these Tg-SwDI mice. Further studies are needed to determine the cause of the selective death of orexin-IR cells and relevant effects on cognition impairments in this mouse model of microvascular amyloidosis.
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Affiliation(s)
- Yan Wu
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Narayan R. Bhat
- Department of Neuroscience, Medical University of South Carolina, Charleston, SC, United States
| | - Meng Liu
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
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Devulder A, Vanderlinden G, Van Langenhoven L, Testelmans D, Van Den Bossche M, De Winter FL, Vandenbulcke M, Vandenberghe R, Theys T, Van Laere K, Van Paesschen W. Epileptic activity on foramen ovale electrodes is associated with sleep and tau pathology in Alzheimer's disease. Brain 2025; 148:506-520. [PMID: 38990981 PMCID: PMC11788210 DOI: 10.1093/brain/awae231] [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: 02/14/2024] [Revised: 05/30/2024] [Accepted: 06/21/2024] [Indexed: 07/13/2024] Open
Abstract
Both sleep alterations and epileptiform activity are associated with the accumulation of amyloid-β and tau pathology and are currently investigated for potential therapeutic interventions in Alzheimer's disease. However, a bidirectional intertwining relationship between sleep and neuronal hyperexcitability might modulate the effects of Alzheimer's disease pathology on the corresponding associations. To investigate this, we performed multiple day simultaneous foramen ovale (FO) plus scalp EEG and polysomnography recordings and acquired 18F-MK6240 tau PET-MR in three patients in the prodromal stage of Alzheimer's disease and in two patients with mild and moderate dementia due to Alzheimer's disease, respectively. As an eligibility criterion for the present study, subjects either had a history of a recent seizure (n = 2) or subclinical epileptiform activity (SEA) on a previous scalp EEG taken in a research context (n = 3). The 18F-MK6240 standard uptake value ratio (SUVR) and asymmetry index (AI) were calculated in a priori-defined volumes of interest. Linear mixed-effects models were used to study associations between interictal epileptiform discharges (IEDs), polysomnography parameters and 18F-MK6240 SUVR. Epileptiform activity was bilateral but asymmetrically present on FO electrodes in all patients and ≥95% of IEDs were not visible on scalp EEG. In one patient, two focal seizures were detected on FO electrodes, both without visual scalp EEG correlate. We observed lateralized periodic discharges, brief potentially ictal rhythmic discharges and lateralized rhythmic delta activity on FO electrodes in four patients. Unlike scalp EEG, intracranial electrodes showed a lateralization of epileptiform activity. Although the amount of IEDs on intracranial electrodes was not associated to the 18F-MK6240 SUVR binding in different volumes of interest, there was a congruent asymmetry of the 18F-MK6240 binding towards the most epileptic hemisphere for the mesial (P = 0.007) and lateral temporal cortex (P = 0.006). IEDs on intracranial electrodes were most abundant during slow wave sleep (SWS) (92/h) and non-REM sleep 2 (N2, 81/h), followed by non-REM sleep 1 (N1, 33/h) and least frequent during wakefulness (17/h) and REM sleep (9/h). The extent of IEDs during sleep was not reflected in the relative time in each sleep stage spent [REM% (P = 0.415), N1% (P = 0.668), N2% (P = 0.442), SWS% (P = 0.988)], and not associated with the arousal index (P = 0.317), apnoea-hypopnoea index (P = 0.846) or oxygen desaturation index (P = 0.746). Together, our observations suggest a multi-directional interaction between sleep, epileptiform activity and tau pathology in Alzheimer's disease.
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Affiliation(s)
- Astrid Devulder
- Laboratory for Epilepsy Research, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Department of Neurology, University Hospitals Leuven, Leuven 3000, Belgium
| | - Greet Vanderlinden
- Nuclear Medicine and Molecular Imaging, Department of Imaging and Pathology, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
| | - Leen Van Langenhoven
- Leuven Biostatistics and Statistical Bioinformatics Centre (L-BioStat), KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
| | - Dries Testelmans
- Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Department of Pulmonary Diseases, University Hospitals Leuven, Leuven 3000, Belgium
| | - Maarten Van Den Bossche
- Neuropsychiatry, Department of Neurosciences, Leuven Brain Institute, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Department of Geriatric Psychiatry, KUL University Psychiatric Center (UPC) KU Leuven, Leuven 3000, Belgium
| | - François-Laurent De Winter
- Neuropsychiatry, Department of Neurosciences, Leuven Brain Institute, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Department of Geriatric Psychiatry, KUL University Psychiatric Center (UPC) KU Leuven, Leuven 3000, Belgium
| | - Mathieu Vandenbulcke
- Neuropsychiatry, Department of Neurosciences, Leuven Brain Institute, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Department of Geriatric Psychiatry, KUL University Psychiatric Center (UPC) KU Leuven, Leuven 3000, Belgium
| | - Rik Vandenberghe
- Department of Neurology, University Hospitals Leuven, Leuven 3000, Belgium
- Laboratory for Cognitive Neurology, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
| | - Tom Theys
- Research Group Experimental Neurosurgery and Neuroanatomy, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Department of Neurosurgery, University Hospitals Leuven, Leuven 3000, Belgium
| | - Koen Van Laere
- Nuclear Medicine and Molecular Imaging, Department of Imaging and Pathology, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Division of Nuclear Medicine, University Hospitals Leuven, Leuven 3000, Belgium
| | - Wim Van Paesschen
- Laboratory for Epilepsy Research, KU Leuven Biomedical Sciences Group, Leuven 3000, Belgium
- Department of Neurology, University Hospitals Leuven, Leuven 3000, Belgium
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Sun YR, Lv QK, Liu JY, Wang F, Liu CF. New perspectives on the glymphatic system and the relationship between glymphatic system and neurodegenerative diseases. Neurobiol Dis 2025; 205:106791. [PMID: 39778750 DOI: 10.1016/j.nbd.2025.106791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 01/03/2025] [Accepted: 01/03/2025] [Indexed: 01/11/2025] Open
Abstract
Neurodegenerative diseases (ND) are characterized by the accumulation of aggregated proteins. The glymphatic system, through its rapid exchange mechanisms between cerebrospinal fluid (CSF) and interstitial fluid (ISF), facilitates the movement of metabolic substances within the brain, serving functions akin to those of the peripheral lymphatic system. This emerging waste clearance mechanism offers a novel perspective on the removal of pathological substances in ND. This article elucidates recent discoveries regarding the glymphatic system and updates relevant concepts within its model. It discusses the potential roles of the glymphatic system in ND, including Alzheimer's disease (AD), Parkinson's disease (PD), and multiple system atrophy (MSA), and proposes the glymphatic system as a novel therapeutic target for these conditions.
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Affiliation(s)
- Yan-Rui Sun
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Qian-Kun Lv
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Jun-Yi Liu
- Department of Neurology, Dushu Lake hospital affilicated to Soochow University, Suzhou, China
| | - Fen Wang
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou 215123, China.
| | - Chun-Feng Liu
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou 215123, China.
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15
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Jin J, Chen J, Cavaillès C, Yaffe K, Winer J, Stankeviciute L, Lucey BP, Zhou X, Gao S, Peng D, Leng Y. Association of rapid eye movement sleep latency with multimodal biomarkers of Alzheimer's disease. Alzheimers Dement 2025; 21:e14495. [PMID: 39868572 PMCID: PMC11848184 DOI: 10.1002/alz.14495] [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: 08/21/2024] [Revised: 10/25/2024] [Accepted: 11/08/2024] [Indexed: 01/28/2025]
Abstract
INTRODUCTION Sleep disturbances are associated with Alzheimer's disease (AD) and Alzheimer's disease and related dementias (ADRD), but the relationship between sleep architecture, particularly rapid eye movement (REM) sleep, and AD/ADRD biomarkers remains unclear. METHODS We enrolled 128 adults (64 with Alzheimer's disease, 41 with mild cognitive impairment [MCI], and 23 with normal cognition [NC]), mean age 70.8 ± 9.6 years, 56.9% female, from a tertiary hospital in China. Participants underwent overnight polysomnography (PSG), amyloid β (Aβ) positron emission tomography (PET), and plasma biomarker analysis: phosphorylated tau at threonine 181 (p-tau181), neurofilament light (NfL), and brain-derived neurotrophic factor (BDNF). RESULTS After adjusting for demographics, apolipoprotein E (APOE) ε4 status, cognition, and comorbidities, the highest tertile of REM latency was associated with higher Aβ burden (β = 0.08, 95% confidence interval [CI]: 0.03 to 0.13, p = 0.002), elevated p-tau181 (β = 0.19, 95% CI: 0.02 to 0.13, p = 0.002), and reduced BDNF levels (β = -0.47, 95% CI: -0.68 to -0.13, p = 0.013), compared to the lowest tertile. DISCUSSION Prolonged REM latency may serve as a novel marker or risk factor for AD/ADRD pathogenesis. HIGHLIGHTS Rapid eye movement latency (REML) may be a potential marker for Alzheimer's disease and Alzheimer's disease and related dementias (AD/ADRD) pathogenesis. Prolonged REML was associated with higher amyloid beta (Aβ) burden, phosphorylated tau-181 (p-tau181), and lower brain-derived neurotrophic factor (BDNF) levels. Intervention trial is needed to determine if targeting REML can modify AD/ADRD risk. Slow-wave sleep was not associated with AD/ADRD biomarkers.
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Affiliation(s)
- Jiangli Jin
- Clinical Trial Research CenterChina‐Japan Friendship HospitalBeijingChina
- Peking University China‐Japan Friendship School of Clinical MedicineBeijingChina
| | - Jiong Chen
- Institute of Medical TechnologyPeking University Health Science CenterBeijingChina
| | - Clémence Cavaillès
- Department of Psychiatry and Behavioral SciencesUniversity of CaliforniaSan FranciscoCaliforniaUSA
| | - Kristine Yaffe
- Department of Psychiatry and Behavioral SciencesUniversity of CaliforniaSan FranciscoCaliforniaUSA
- Department of NeurologyUniversity of CaliforniaSan FranciscoCaliforniaUSA
| | - Joseph Winer
- Department of Neurology and Neurological SciencesStanford University School of MedicinePalo AltoCaliforniaUSA
| | - Laura Stankeviciute
- Barcelonaβeta Brain Research Center (BBRC) Pasqual Maragall FoundationBarcelonaSpain
| | - Brendan P. Lucey
- Department of NeurologyWashington University School of MedicineSt LouisMissouriUSA
| | - Xiao Zhou
- Department of NeurologyThe Second Hospital of Tianjin Medical UniversityTianjinChina
| | - Song Gao
- Institute of Medical TechnologyPeking University Health Science CenterBeijingChina
| | - Dantao Peng
- Peking University China‐Japan Friendship School of Clinical MedicineBeijingChina
- Department of NeurologyChina‐Japan Friendship HospitalBeijingChina
| | - Yue Leng
- Department of Psychiatry and Behavioral SciencesUniversity of CaliforniaSan FranciscoCaliforniaUSA
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16
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Mian M, Tahiri J, Habbal S, Aftan F, Reddy PH. The impact of sleep and exercise on brain atrophy in mild cognitive impairment. Mech Ageing Dev 2025; 223:112023. [PMID: 39732176 DOI: 10.1016/j.mad.2024.112023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 11/15/2024] [Accepted: 12/26/2024] [Indexed: 12/30/2024]
Abstract
Chronic sleep deprivation and lack of physical exercise may have detrimental effects on overall health, particularly in terms of brain health, with significant implications for cognitive function and well-being. This review explores the impact of chronic sleep deprivation and physical exercise on brain atrophy in mild cognitive impairment (MCI) and Alzheimer's disease (AD). Drawing insights from 40 selected studies, the review synthesizes evidence on these lifestyle factors' correlations with neurodegenerative changes. Chronic sleep deprivation disrupts circadian rhythms and neurochemical pathways, potentially accelerating brain atrophy, while physical exercise preserves brain structure by enhancing vascular health, reducing inflammation, and supporting synaptic plasticity, particularly in regions like the hippocampus. Results highlight distinct patterns of brain atrophy in AD and MCI, underscoring the potential for targeted interventions to mitigate cognitive decline. Understanding the relationship between sleep disruption and brain health provides insights into strategies for possibly delaying neurodegenerative diseases like MCI, which represents a milder form of Alzheimer's, and AD. The findings underscore the potential utility of integrating sleep therapy and physical exercise interventions in clinical practice for early detection of mild cognitive impairment and potentially delaying disease progression. This integrated approach has been found to promote healthy aging, reduce atrophy rates, and enhance cognitive resilience across aging populations.
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Affiliation(s)
- Maamoon Mian
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA.
| | - Jihane Tahiri
- School of Biology, Texas Tech University, Lubbock, TX 79430, USA.
| | - Saadeddine Habbal
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA.
| | - Fatima Aftan
- School of Biology, University of North Texas, Denton, TX 76201, USA.
| | - P Hemachandra Reddy
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Nutritional Sciences Department, College Human Sciences, Texas Tech University, Lubbock, TX 79409, USA; Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Neurology, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Public Health, Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Speech, Language, and Hearing Sciences, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA.
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17
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Botta D, Hutuca I, Ghoul EE, Sveikata L, Assal F, Lövblad KO, Kurz FT. Emerging non-invasive MRI techniques for glymphatic system assessment in neurodegenerative disease. J Neuroradiol 2025; 52:101322. [PMID: 39894249 DOI: 10.1016/j.neurad.2025.101322] [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: 07/09/2024] [Revised: 01/22/2025] [Accepted: 01/22/2025] [Indexed: 02/04/2025]
Abstract
The discovery of the glymphatic system has revolutionized our understanding of brain physiology, particularly in waste clearance and fluid dynamics within the central nervous system. This pathway, essential for nutrient distribution and waste removal, operates predominantly during sleep and has been implicated in neurodegenerative diseases like Alzheimer's and Parkinson's. Recent advances in non-invasive MRI techniques, including diffusion tensor imaging along the perivascular space (DTI-ALPS), perivascular space (PVS) analysis, and free water (FW) indices, have improved our ability to study glymphatic function and its alterations in disease states. This review discusses the glymphatic system's ultrastructure, physiology, and the latest imaging methods to assess this critical pathway. We highlight how these non-invasive MRI techniques can enhance the understanding of glymphatic function in health and disease, with a focus on neurodegenerative conditions. By integrating insights from current research, this review underscores the diagnostic and therapeutic implications of glymphatic dysfunction. Understanding these mechanisms can pave the way for novel strategies to enhance waste clearance and improve neurological health, offering potential benefits for early diagnosis and intervention in neurodegenerative diseases.
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Affiliation(s)
- Daniele Botta
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Ioana Hutuca
- Division of Radiology, Diagnostic Department, Geneva University Hospitals, Geneva, Switzerland
| | - Elyas El Ghoul
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Lukas Sveikata
- Division of Neurology, Department of Clinical Neurosciences, Geneva University Hospitals, Geneva, Switzerland
| | - Frédéric Assal
- Division of Neurology, Department of Clinical Neurosciences, Geneva University Hospitals, Geneva, Switzerland
| | - Karl-Olof Lövblad
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Felix T Kurz
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland.
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18
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Arendash GW. The Brain Toxin Cleansing of Sleep Achieved During Wakefulness. J Clin Med 2025; 14:926. [PMID: 39941597 PMCID: PMC11818883 DOI: 10.3390/jcm14030926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 01/21/2025] [Accepted: 01/23/2025] [Indexed: 02/16/2025] Open
Abstract
A primary purpose of sleep for humans is to remove toxins and metabolic wastes from the brain (e.g., Aβ, tau, lactate) that would otherwise build up and compromise brain functionality. There are currently no drugs or devices that have been clinically shown in humans to enhance brain toxin removal, either during sleep or wakefulness. This perspective article focuses on a recently (re)discovered major route of toxin drainage from the human brain through meningeal lymphatic vessels (mLVs) and the primary enhancer of their flow-the cytokine Vascular Endothelial Growth Factor (VEGF). The purpose of this perspective article is to present pre-clinical and clinical evidence relevant to a new bioengineered technology (Transcranial Radiofrequency Treatment; TRFT) that appears to enhance mLV flow to increase brain toxin cleansing in humans during wakefulness. In being both safe and non-invasive, TRFT is administered in-home, presently through a device called "MemorEM". Two months of daily TRFT during wakefulness increased the typically low plasma/brain levels of VEGF in Alzheimer's Disease (AD) subjects, which was associated with increased Aβ and tau toxin removal from their brains during wakefulness-ostensibly through VEGF-increased mLV flow. Even irrespective of baseline VEGF levels, brain toxin cleansing was increased by TRFT in AD subjects, who also experienced a notable reversal of their cognitive impairment after TRFT. Additional clinical studies are nonetheless required to firmly establish TRFT's brain cleansing abilities during wakefulness. In performing a major duty of sleep, TRFT during wakefulness is proposed as a viable intervention to counter the decline in nighttime brain toxin cleansing that occurs with aging and in multiple brain diseases, most notably Alzheimer's Disease. The implications of TRFT for insomnia and for sleep deprivation are also discussed, as is the potential for TRFT to extend healthy human longevity.
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Affiliation(s)
- Gary W Arendash
- RF Longevity, 428 E. Thunderbird Rd., Suite 431, Phoenix, AZ 85022, USA
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19
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Wang Z, Wu D, Hu X, Hu X, Zhu Q, Lai B, Zeng C, Long Q. WuYou decoction effectively reduces neuronal damage, synaptic dysfunction, and Aβ production in rats exposed to chronic sleep deprivation by modulating the Aβ-related enzymes and SIRT1/Nrf2/NF-κB pathway. JOURNAL OF ETHNOPHARMACOLOGY 2025; 337:118939. [PMID: 39413939 DOI: 10.1016/j.jep.2024.118939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Revised: 10/10/2024] [Accepted: 10/12/2024] [Indexed: 10/18/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Chronic sleep deprivation (CSD) can result in neuronal damage, synaptic dysfunction, Aβ production, neuroinflammation, and ultimately cognitive deterioration. WuYou Decoction (WYD), a contemporary prescription, has shown promise in enhancing sleep quality and cognitive performance in individuals with insomnia. However, the specific molecular mechanisms responsible for the neuroprotective effects of WYD on CSD remain incompletely understood. AIM OF THE STUDY This study aimed to investigate the neuroprotective effects of WYD on the CSD model and its molecular mechanism. MATERIALS AND METHODS UHPLC-MS/MS analysis was utilized to analyze the active ingredients of WYD extract. The study employed the multi-platform water environment method to establish the CSD model in rats. Subsequent to treatment with varying doses of WYD in CSD rats, cognitive function and pathological alterations in hippocampus and cortex, including neuronal damage, synaptic dysfunction, Aβ production, and neuroinflammation, were evaluated through a combination of Morris Water Maze test, HE staining, Nissl staining, Golgi-Cox staining, Transmission electron microscope, ELISA, Immunohistochemistry staining, Immunofluorescence staining and Western blot. RESULTS UHPLC-MS/MS analysis revealed a total of 99 active ingredients were identified from the WYD extract. The administration of WYD exhibited a mitigation of cognitive decline in the model of CSD, as evidenced by increased neuron count in the hippocampus and cortex, and improved density and length of dendritic spines in these brain regions. Furthermore, WYD was found to suppress the Aβ production, and inhibit the expression of BACE1, PS1, GFAP, IBA1, IL-1β, IL-6, TNF-α, phosphorylated IκBα (Ser32) and phosphorylated NF-κB p65 (Ser536) in the hippocampus and cortex, while also increasing the levels of PSD95, SYN1, ADAM10, IDE, SIRT1 and Nrf2. CONCLUSIONS WYD exhibits neuroprotective properties in CSD, potentially through modulation of the Aβ-related enzymes and SIRT1/Nrf2/NF-κB pathway.
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Affiliation(s)
- Zhengyu Wang
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China
| | - Dan Wu
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China
| | - Xinyi Hu
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China
| | - Xuan Hu
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China
| | - Qihang Zhu
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China
| | - Bixuan Lai
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China
| | - Chuhua Zeng
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China; School of Basic Medical Sciences, Yunnan University of Chinese Medicine, Kunming, 650500, PR China.
| | - Qinghua Long
- Health Medical Center, Hubei Minzu University, Enshi, 445000, PR China; Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Disease, Hubei Minzu University, Enshi, 445000, PR China.
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20
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Fjell AM, Walhovd KB. Sleep Patterns and Human Brain Health. Neuroscientist 2025:10738584241309850. [PMID: 39881658 DOI: 10.1177/10738584241309850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2025]
Abstract
It is a widely held opinion that sleep is important for human brain health. Here we examine the evidence for this view, focusing on normal variations in sleep patterns. We discuss the functions of sleep and highlight the paradoxical implications of theories seeing sleep as an adaptive capacity versus the theory that sleep benefits clearance of metabolic waste from the brain. We also evaluate the proposition that sleep plays an active role in consolidation of memories. Finally, we review research on possible effects of chronic sleep deprivation on brain health. We find that the evidence for a causal role of sleep in human brain health is surprisingly weak relative to the amount of attention to sleep in science and society. While there are well-established associations between sleep parameters and aspects of brain health, results are generally not consistent across studies and measures, and it is not clear to what extent alterations in sleep patterns represent symptoms or causes. Especially, the proposition that long sleep (>8 hours) in general is beneficial for long-term brain health in humans seems to lack empirical support. We suggest directions for future research to establish a solid foundation of knowledge about a role of sleep in brain health based on longitudinal studies with frequent sampling, attention to individual differences, and more ecologically valid intervention studies.
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Affiliation(s)
- Anders M Fjell
- Center for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway
- Computational Radiology and Artificial Intelligence, Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Kristine B Walhovd
- Center for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway
- Computational Radiology and Artificial Intelligence, Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
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21
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Bonnar O, Eyre B, van Veluw SJ. Perivascular brain clearance as a therapeutic target in cerebral amyloid angiopathy and Alzheimer's disease. Neurotherapeutics 2025:e00535. [PMID: 39890534 DOI: 10.1016/j.neurot.2025.e00535] [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: 10/10/2024] [Revised: 01/15/2025] [Accepted: 01/15/2025] [Indexed: 02/03/2025] Open
Abstract
Although distinct diseases, both cerebral amyloid angiopathy (CAA) and Alzheimer's disease (AD) are characterized by the aggregation and accumulation of amyloid-β (Aβ). This is thought to be due, in part, to impaired perivascular Aβ clearance from the brain. This shared failure in both diseases presents a common opportunity for therapeutic intervention. In this review we discuss the idea that promoting perivascular brain clearance could be an effective strategy for safely reducing Aβ levels in CAA and AD thereby improving clinical outcomes, most notably hemorrhagic stroke and cognitive decline. We will explore the evidence for the different forces that are thought to drive perivascular brain clearance, review the literature on potential strategies for potentiating these driving forces, and finally we will discuss the substantial translational challenges and considerations that would accompany such an intervention.
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Affiliation(s)
- Orla Bonnar
- MassGeneral Institute for Neurodegenerative Disease, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA.
| | - Beth Eyre
- MassGeneral Institute for Neurodegenerative Disease, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Susanne J van Veluw
- MassGeneral Institute for Neurodegenerative Disease, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; J. Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Bang JW, Parra C, Yu K, Lee HS, Wollstein G, Schuman JS, Chan KC. Stimulus-driven cerebrospinal fluid dynamics is impaired in glaucoma patients. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.15.633258. [PMID: 39868211 PMCID: PMC11761100 DOI: 10.1101/2025.01.15.633258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Cerebrospinal fluid (CSF) dynamics, driven by sensory stimulation-induced neuronal activity, is crucial for maintaining homeostasis and clearing metabolic waste. However, it remains unclear whether such CSF flow is impaired in age-related neurodegenerative diseases of the visual system. This study addresses this gap by examining CSF flow during visual stimulation in glaucoma patients and healthy older adults using functional magnetic resonance imaging. The findings reveal that in glaucoma, CSF inflow becomes decoupled from visually evoked blood-oxygenation-level-dependent (BOLD) response. Furthermore, stimulus-locked CSF patterns, characterized by decreases following stimulus onset and increases after offset, diminish as glaucoma severity worsens. Mediation analysis suggests that this flattened CSF pattern is driven by a flatter BOLD slope, resulting in a shallower CSF trough and a reduced rebound. These findings unveil a novel pathophysiological mechanism underlying disrupted stimulation-driven CSF dynamics in glaucoma and highlight potential in vivo biomarkers for monitoring CSF in the glaucomatous brain.
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Jia N, Zhu Z, Liu Y, Yin X, Man L, Hou W, Zhang H, Yu Q, Hui L. From single nucleotide variations to genes: identifying the genetic links between sleep and psychiatric disorders. Sleep 2025; 48:zsae209. [PMID: 39243390 DOI: 10.1093/sleep/zsae209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 08/29/2024] [Indexed: 09/09/2024] Open
Abstract
STUDY OBJECTIVES Sleep disorders and psychiatric disorders frequently coexist and interact, yet the shared genetic basis linking these two domains remains poorly understood. METHODS We investigated the genetic correlation and overlap between seven sleep/circadian traits and three psychiatric disorders at the level of genome-wide association studies (GWAS), utilizing LDSC, HDL, and GPA. To identify potential polygenic single nucleotide variations (SNVs) within each trait pair, we used PLACO, while gene-level analyses were performed using MAGMA and POPS. Furthermore, the functions and biological mechanisms, enriched phenotypes, tissues, cellular features, and pathways were thoroughly investigated using FUMA, deTS, and enrichment analyses at the biological pathway level. RESULTS Our study revealed extensive genetic associations and overlaps in all 21 trait pairs. We identified 18 494 SNVs and 543 independent genomic risk loci, with 113 confirmed as causative through colocalization analysis. These loci collectively spanned 196 unique chromosomal regions. We pinpointed 43 distinct pleiotropic genes exhibiting significant enrichment in behavioral/physiological phenotypes, nervous system phenotypes, and brain tissue. Aberrations in synaptic structure and function, neurogenesis and development, as well as immune responses, particularly involving the MAPK pathway, emerged as potential underpinnings of the biology of sleep/circadian traits and psychiatric disorders. CONCLUSIONS We identified shared loci and specific sets of genes between sleep/circadian traits and psychiatric disorders, shedding light on the genetic etiology. These discoveries hold promise as potential targets for novel drug interventions, providing valuable insights for the development of therapeutic strategies for these disorders.
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Affiliation(s)
- Ningning Jia
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
- Research Center of Biological Psychiatry, Suzhou Guangji Hospital, Suzhou Medical College of Soochow University, Suzhou, China
| | - Zhenhua Zhu
- Research Center of Biological Psychiatry, Suzhou Guangji Hospital, Suzhou Medical College of Soochow University, Suzhou, China
| | - Yane Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
| | - Xuyuan Yin
- Research Center of Biological Psychiatry, Suzhou Guangji Hospital, Suzhou Medical College of Soochow University, Suzhou, China
| | - Lijuan Man
- Research Center of Biological Psychiatry, Suzhou Guangji Hospital, Suzhou Medical College of Soochow University, Suzhou, China
| | - Wenlong Hou
- Research Center of Biological Psychiatry, Suzhou Guangji Hospital, Suzhou Medical College of Soochow University, Suzhou, China
| | - Huiping Zhang
- Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Qiong Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
| | - Li Hui
- Research Center of Biological Psychiatry, Suzhou Guangji Hospital, Suzhou Medical College of Soochow University, Suzhou, China
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Fasiello E, Galbiati A, Ferini-Strambi L. Impact of sleep deprivation on dynamic functional connectivity states. HANDBOOK OF CLINICAL NEUROLOGY 2025; 206:27-36. [PMID: 39864929 DOI: 10.1016/b978-0-323-90918-1.00012-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Sleep deprivation (SD) is an experimental procedure to study the effects of sleep loss on the human brain. Neuroimaging techniques, such as functional magnetic resonance imaging (fMRI) and electroencephalography (EEG), have been pivotal in studying these effects. The present chapter aims to retrace the state of the art regarding the literature that examines the SD effects on the brain through functional connectivity (FC) evaluated in fMRI and EEG settings, separately. Specifically, we focused on the cognitive domains mainly affected by sleep loss and the underlying brain connectivity alterations. SD disrupts homeostatic and circadian processes, negatively affecting cognitive and cerebral functionality explored through FC. All evidence confirms the detrimental role of SD on brain connectivity impacting several resting-state networks and resulting in cognitive impairments. To conclude, SD may offer useful insights into pathogenic mechanisms likely resembling those induced by chronic sleep loss that might find their application in the clinical context.
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Affiliation(s)
- Elisabetta Fasiello
- Faculty of Psychology, Vita-Salute San Raffaele University, Milan, Italy; Department of Neurology, Sleep Disorders Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Andrea Galbiati
- Faculty of Psychology, Vita-Salute San Raffaele University, Milan, Italy; Department of Neurology, Sleep Disorders Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Luigi Ferini-Strambi
- Faculty of Psychology, Vita-Salute San Raffaele University, Milan, Italy; Department of Neurology, Sleep Disorders Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
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25
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Leisgang Osse AM, Kinney JW, Cummings JL. The Common Alzheimer's Disease Research Ontology (CADRO) for biomarker categorization. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2025; 11:e70050. [PMID: 39935614 PMCID: PMC11812129 DOI: 10.1002/trc2.70050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 01/03/2025] [Accepted: 01/06/2025] [Indexed: 02/13/2025]
Abstract
Biomarkers are vital to Alzheimer's disease (AD) drug development and clinical trials, and will have an increasing role in clinical care. In this narrative review, we demonstrate the use of the National Institutes on Aging/Alzheimer's Association (NIA/AA) Common Alzheimer's Disease Research Ontology (CADRO) system for the categorization of biomarkers based on the primary mechanism on which they report. We show that biomarkers are available (in various levels of validation) for all CADRO processes. Application of the CADRO system demonstrates gaps in the field where novel biomarkers are needed for specific aspects of the disease, and assays to detect and measure biological changes, in individuals with symptomatic or preclinical AD. We demonstrate the CADRO system as a means of categorizing established and candidate AD biomarkers, showing the feasibility and practicality of the system. CADRO can assist with biomarker selection for AD clinical trials and drug development, and may eventually be applied to implementing biomarkers in patient care. Highlights The Common Alzheimer's Disease Research Ontology (CADRO) system can be used to categorize biomarkers for drug development.We demonstrate the use of CADRO with Alzheimer's disease (AD) biomarkers.We identified AD biomarkers in each of the CADRO categories.CADRO can be incorporated into current AD drug development and clinical trial systems.
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Affiliation(s)
- Amanda M. Leisgang Osse
- Department of Brain Health, Kirk Kerkorian School of MedicineUniversity of Nevada Las Vegas (UNLV)Las VegasNevadaUSA
| | - Jefferson W. Kinney
- Department of Brain Health, Kirk Kerkorian School of MedicineUniversity of Nevada Las Vegas (UNLV)Las VegasNevadaUSA
| | - Jeffrey L. Cummings
- Department of Brain Health, Kirk Kerkorian School of MedicineUniversity of Nevada Las Vegas (UNLV)Las VegasNevadaUSA
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26
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Gallo F, Myachykov A, Abutalebi J, DeLuca V, Ellis J, Rothman J, Wheeldon LR. Bilingualism, sleep, and cognition: An integrative view and open research questions. BRAIN AND LANGUAGE 2025; 260:105507. [PMID: 39644806 DOI: 10.1016/j.bandl.2024.105507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 11/27/2024] [Accepted: 11/28/2024] [Indexed: 12/09/2024]
Abstract
Sleep and language are fundamental to human existence and have both been shown to substantially affect cognitive functioning including memory, attentional performance, and cognitive control. Surprisingly, there is little-to-no research that examines the shared impact of bilingualism and sleep on cognitive functions. In this paper, we provide a general overview of existing research on the interplay between bilingualism and sleep with a specific focus on executive functioning. First, we highlight their interconnections and the resulting implications for cognitive performance. Second, we emphasize the need to explore how bilingualism and sleep intersect at cognitive and neural levels, offering insights into potential ways of studying the interplay between sleep, language learning, and bilingual language use. Finally, we suggest that understanding these relationships could enhance our knowledge of reserve and its role in mitigating age-related cognitive decline.
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Affiliation(s)
- F Gallo
- Uit The Arctic University of Norway, Tromsø, Norway; Higher School of Economics, Moscow, Russian Federation.
| | - A Myachykov
- Higher School of Economics, Moscow, Russian Federation; University of Macau, Taipa, Macau SAR, China
| | - J Abutalebi
- Uit The Arctic University of Norway, Tromsø, Norway; Higher School of Economics, Moscow, Russian Federation; University Vita Salute San Raffaele, Milan, Italy
| | - V DeLuca
- Uit The Arctic University of Norway, Tromsø, Norway
| | - J Ellis
- Northumbria University, Newcastle-upon-Tyne, UK
| | - J Rothman
- Uit The Arctic University of Norway, Tromsø, Norway; Lancaster University, Lancaster, UK; Nebrija Research Center in Cognition, Madrid, Spain
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Feng S, Park JH, Zhang Q, Ma P, Lee JM, Shin JC. The Associations Between Sleep Duration and Various Metabolic Health Indices Among Adults in the United States: A Multivariate Analysis of Variance (MANOVA) Using National Health and Nutrition Examination Survey (NHANES) 2021 to 2023 Dataset. J Prim Care Community Health 2025; 16:21501319251315599. [PMID: 39876061 PMCID: PMC11776014 DOI: 10.1177/21501319251315599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 01/04/2025] [Accepted: 01/08/2025] [Indexed: 01/30/2025] Open
Abstract
OBJECTIVE This study explores the associations between various sleep durations and metabolic health indices, including systolic blood pressure (SBP), diastolic blood pressure (DBP), total cholesterol levels, high-density lipoprotein (HDL) cholesterol, and waist circumference. METHODS Data from the National Health and Nutrition Examination Survey (NHANES) 2021 to 2023, were analyzed. MANOVA and Bonferroni-adjusted ANOVAs were conducted to examine the relationships between sleep duration (sleep deprivation (≤5 h), short sleep (5-7 h), recommended sleep (7-9 h), and long sleep (>9 h)) and metabolic health indices. RESULTS MANOVA revealed significant group differences between sleep duration and metabolic health indices, with Wilks' Lambda (Λ) = .98, F (3, 5095) = 4.26, P < .001. Compared to recommended sleep duration, both sleep deprivation and short sleep were associated with higher DBP (Ps < .01) and waist circumference (Ps < .001), and lower HDL levels (Ps < .05) Long sleep was associated with lower HDL levels (P < .01) and lower total cholesterol (P < .01). CONCLUSION The study highlights the detrimental associations of both sleep deprivation and short sleep with metabolic health, such as elevated blood pressure and waist circumference, and lowered HDL cholesterol. Long sleep may also negatively impact metabolic health by reducing HDL.
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Affiliation(s)
- Shuo Feng
- Texas A&M Health Science Center, College Station, TX, USA
| | - Jeong-Hui Park
- Texas A&M Health Science Center, College Station, TX, USA
| | - Qiyue Zhang
- Texas A&M University, College Station, TX, USA
| | - Ping Ma
- Texas A&M Health Science Center, College Station, TX, USA
| | - Jung-Min Lee
- Kyung Hee University (Global Campus), Giheung-gu, Yongin-si, Gyeonggi-do, Republic of Korea
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Che Mohd Nassir CMN, Che Ramli MD, Mohamad Ghazali M, Jaffer U, Abdul Hamid H, Mehat MZ, Hein ZM. The Microbiota-Gut-Brain Axis: Key Mechanisms Driving Glymphopathy and Cerebral Small Vessel Disease. Life (Basel) 2024; 15:3. [PMID: 39859943 PMCID: PMC11766513 DOI: 10.3390/life15010003] [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: 11/01/2024] [Revised: 12/19/2024] [Accepted: 12/22/2024] [Indexed: 01/27/2025] Open
Abstract
The human microbiota constitute a very complex ecosystem of microorganisms inhabiting both the inside and outside of our bodies, in which health maintenance and disease modification are the main regulatory features. The recent explosion of microbiome research has begun to detail its important role in neurological health, particularly concerning cerebral small vessel disease (CSVD), a disorder associated with cognitive decline and vascular dementia. This narrative review represents state-of-the-art knowledge of the intimate, complex interplay between microbiota and brain health through the gut-brain axis (GBA) and the emerging role of glymphatic system dysfunction (glymphopathy) and circulating cell-derived microparticles (MPs) as mediators of these interactions. We discuss how microbial dysbiosis promotes neuroinflammation, vascular dysfunction, and impaired waste clearance in the brain, which are critical factors in the pathogenesis of CSVD. Further, we discuss lifestyle factors that shape the composition and functionality of the microbiota, focusing on sleep as a modifiable risk factor in neurological disorders. This narrative review presents recent microbiome research from a neuroscientific and vascular perspective to establish future therapeutic avenues in targeting the microbiota to improve brain health and reduce the burden of CSVD.
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Affiliation(s)
- Che Mohd Nasril Che Mohd Nassir
- Department of Anatomy and Physiology, School of Basic Medical Sciences, Faculty of Medicine, Universiti Sultan Zainal Abidin, Kuala Terengganu 20400, Terengganu, Malaysia; (C.M.N.C.M.N.); (M.M.G.)
| | - Muhammad Danial Che Ramli
- Faculty of Health and Life Sciences, Management and Science University, Shah Alam 40150, Selangor, Malaysia;
| | - Mazira Mohamad Ghazali
- Department of Anatomy and Physiology, School of Basic Medical Sciences, Faculty of Medicine, Universiti Sultan Zainal Abidin, Kuala Terengganu 20400, Terengganu, Malaysia; (C.M.N.C.M.N.); (M.M.G.)
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia
| | - Usman Jaffer
- Kulliyyah of Islamic Revealed Knowledge and Human Sciences, International Islamic University Malaysia, Kuala Lumpur 50728, Malaysia;
| | - Hafizah Abdul Hamid
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia; (H.A.H.); (M.Z.M.)
| | - Muhammad Zulfadli Mehat
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia; (H.A.H.); (M.Z.M.)
| | - Zaw Myo Hein
- Department of Basic Medical Sciences, College of Medicine, Ajman University, Ajman P.O. Box 346, United Arab Emirates
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Shang Y, Yu L, Xing H, Chang Y, Dong K, Xiao Y, Liu Y, Feng M, Qin Y, Dai H. Diffusion Tensor Imaging Analysis Along the Perivascular Space (DTI-ALPS) Demonstrates That Sleep Disorders Exacerbate Glymphatic Circulatory Impairment and Cognitive Impairment in Patients with Alzheimer's Disease. Nat Sci Sleep 2024; 16:2205-2215. [PMID: 39735385 PMCID: PMC11675307 DOI: 10.2147/nss.s496607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 12/15/2024] [Indexed: 12/31/2024] Open
Abstract
Objective Sleep disorders are common in Alzheimer's disease (AD) patients and can impair the glymphatic system, leading to cognitive decline. This study aimed to investigate whether AD patients with sleep disorders exhibit worse glymphatic function and more severe cognitive impairment compared to those without sleep disorders and to explore the underlying molecular imaging mechanisms. Methods This study included 40 AD patients with sleep disorders (ADSD), 39 cognitively matched AD patients without sleep disorders (ADNSD), and 25 healthy middle-aged and elderly controls (NC). Participants underwent functional magnetic resonance imaging (fMRI), and cognitive and sleep assessments. The ALPS (Along the Perivascular Space) index was calculated, followed by intergroup comparisons, correlation analyses, and mediation analyses. The diagnostic utility of the ALPS index was assessed using a receiver operating characteristic (ROC) curve. Results The ALPS index was lower in the ADNSD and ADSD groups compared to the NC group. In the ADSD group, PSQI scores were negatively correlated with MMSE scores. The ALPS index was positively correlated with MMSE scores and negatively with PSQI scores. Mediation analyses indicated that the ALPS index partially mediated the effect of sleep disturbances on cognitive impairment (indirect effect = -0.134; mediation effect = 30.505%). The area under the ROC curve (AUROC) for distinguishing ADSD from ADNSD was 0.86, with a cutoff ALPS index value 1.309. Conclusion Sleep disorders worsen glymphatic function and cognitive impairment in AD patients. The ALPS index partially mediates the impact of sleep disorders on cognitive function and shows moderate accuracy in distinguishing between patients with ADSD and ADNSD.
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Affiliation(s)
- Yi Shang
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Lefan Yu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Hanqi Xing
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Yue Chang
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Ke Dong
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Yao Xiao
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Yuanqing Liu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Mengmeng Feng
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Yiren Qin
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
| | - Hui Dai
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, People’s Republic of China
- Institute of Medical Imaging, Soochow University, Suzhou, 215006, People’s Republic of China
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30
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Zhou X, Du K, Mao T, Wang N, Zhang L, Tian Y, Liu T, Wang L, Wang X. BMAL1 upregulates STX17 levels to promote autophagosome-lysosome fusion in hippocampal neurons to ameliorate Alzheimer's disease. iScience 2024; 27:111413. [PMID: 39687016 PMCID: PMC11647228 DOI: 10.1016/j.isci.2024.111413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 08/02/2024] [Accepted: 11/14/2024] [Indexed: 12/18/2024] Open
Abstract
We aim to investigate muscle ARNT-like protein 1 (BMAL1) regulation of syntaxin17 (STX17) in mouse hippocampal neurons, focusing on autophagy and amyloid-β (Aβ) deposition. Autophagosome-lysosome fusion in APP/PS1 hippocampal tissues was observed using transmission electron microscopy, while mRNA levels of LC3II and P62 were measured via reverse-transcription PCR (RT-PCR) after Amyloid precursor protein (APP) overexpression. STX17, linked to autophagy and differentially expressed in Alzheimer's disease (AD) brains, was knocked down or overexpressed to assess its effects. The results showed that reduced STX17 impairs autophagosome-lysosome fusion, leading to abnormal Aβ deposition. Coimmunoprecipitation (Co-IP) and immunofluorescence confirmed STX17 interaction with SNAP29 and VAMP8 to form SNARE complexes. Furthermore, BMAL1 binding to STX17 was examined using luciferase assays. Circadian rhythm disturbances and decreased BMAL1 expression in APP/PS1 mice were noted, while BMAL1 overexpression upregulated STX17 expression and promoted autophagy to reduce Aβ deposition. Thus, the BMAL1 protein can promote STX17 transcription to induce STX17-SNAP29-VAMP8 complex formation to clear intracellular Aβ through autophagy.
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Affiliation(s)
- Xiuya Zhou
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
- Department of Pathology, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
| | - Kaili Du
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
- Department of Pathology, Shanxi Medical University, Taiyuan, China
| | - Tian Mao
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
| | - Ning Wang
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
| | - Lifei Zhang
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
| | - Yuan Tian
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
| | - Ting Liu
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
- Department of Pathology, Shanxi Medical University, Taiyuan, China
| | - Li Wang
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
- Department of Pathology, Shanxi Medical University, Taiyuan, China
| | - Xiaohui Wang
- Basic Medical Sciences Center, Shanxi Medical University, Taiyuan, China
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, Taiyuan, China
- Department of Pathology, Shanxi Medical University, Taiyuan, China
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31
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Kritsilis M, Vanherle L, Rosenholm M, In 't Zandt R, Yao Y, Swanberg KM, Weikop P, Gottschalk M, Shanbhag NC, Luo J, Boster K, Nedergaard M, Meissner A, Lundgaard I. Loss of glymphatic homeostasis in heart failure. Brain 2024:awae411. [PMID: 39693238 DOI: 10.1093/brain/awae411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 11/04/2024] [Accepted: 12/17/2024] [Indexed: 12/20/2024] Open
Abstract
Heart failure (HF) is associated with progressive reduction in cerebral blood flow (CBF) and neurodegenerative changes leading to cognitive decline. The glymphatic system is crucial for the brain's waste removal, and its dysfunction is linked to neurodegeneration. In this study, we used a mouse model of HF, induced by myocardial infarction (MI), to investigate the effects of HF with reduced ejection fraction on the brain's glymphatic function. Using dynamic contrast-enhanced MRI and high-resolution fluorescence microscopy, we found increased solute influx from the CSF spaces to the brain, i.e. glymphatic influx, at 12 weeks post MI. Two-photon microscopy revealed that cerebral arterial pulsatility, a major driver of the glymphatic system, was potentiated at this timepoint, and could explain this increase in glymphatic influx. However, clearance of proteins from the brain parenchyma did not increase proportionately with influx, while a relative increase in brain parenchyma volume was found at 12 weeks post MI, suggesting dysregulation of brain fluid dynamics. Additionally, our results showed a correlation between brain clearance and CBF. These findings highlight the role of CBF as a key regulator of the glymphatic system, suggesting its involvement in the development of brain disorders associated with reduced CBF. This study paves the way for future investigations into the effects of cardiovascular diseases on the brain's clearance mechanisms, which may provide novel insights into the prevention and treatment of cognitive decline.
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Affiliation(s)
- Marios Kritsilis
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Lotte Vanherle
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Marko Rosenholm
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - René In 't Zandt
- Lund University Bioimaging Centre, Lund University, Lund, Sweden
| | - Yuan Yao
- Department of Computer Science, University of Rochester, Rochester, NY, USA
| | - Kelley M Swanberg
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Pia Weikop
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Nagesh C Shanbhag
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Jiebo Luo
- Department of Computer Science, University of Rochester, Rochester, NY, USA
| | - Kimberly Boster
- Department of Mechanical Engineering, University of Rochester, Rochester, NY, USA
| | - Maiken Nedergaard
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Center for Translational Neuromedicine, University of Rochester Medical School, Rochester, NY, USA
| | - Anja Meissner
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
- Department of Physiology, Institute of Theoretical Medicine, University of Augsburg, Augsburg, Germany
| | - Iben Lundgaard
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
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Inami S, Koh K. Sleep induced by mechanosensory stimulation provides cognitive and health benefits in Drosophila. Sleep 2024; 47:zsae226. [PMID: 39331490 DOI: 10.1093/sleep/zsae226] [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: 07/10/2024] [Revised: 09/08/2024] [Indexed: 09/29/2024] Open
Abstract
STUDY OBJECTIVES Sleep is a complex phenomenon regulated by various factors, including sensory input. Anecdotal observations have suggested that gentle rocking helps babies fall asleep, and experimental studies have verified that rocking promotes sleep in both humans and mice. Recent studies have expanded this understanding, demonstrating that gentle vibration also induces sleep in Drosophila. Natural sleep serves multiple functions, including learning and memory, synaptic downscaling, and reduction of harmful substances associated with neurodegenerative diseases. Here, we investigated whether vibration-induced sleep (VIS) provides similar cognitive and health benefits in Drosophila. METHODS We administered gentle vibration to flies that slept very little due to a forced activation of wake-promoting neurons and investigated how the vibration influenced learning and memory in the courtship conditioning paradigm. Additionally, we examined the effects of VIS on synaptic downscaling by counting synaptic varicosities of select neurons. Finally, we determined whether vibration could induce sleep in Drosophila models of Alzheimer's disease (AD) and suppress the accumulation of Amyloid β (Aβ) and Tubulin Associated Unit (TAU). RESULTS VIS enhanced performance in a courtship conditioning paradigm and reduced the number of synaptic varicosities in select neurons. Moreover, vibration improved sleep in Drosophila models of AD, reducing Aβ and TAU levels. CONCLUSIONS Mechanosensory stimulation offers a promising noninvasive avenue for enhancing sleep, potentially providing associated cognitive and health benefits.
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Affiliation(s)
- Sho Inami
- Department of Neuroscience and the Farber Institute for Neurosciences, Thomas Jefferson University, Philadelphia, USA
| | - Kyunghee Koh
- Department of Neuroscience and the Farber Institute for Neurosciences, Thomas Jefferson University, Philadelphia, USA
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Seo CR, Lee BK, Jee HJ, Yoo JR, Lee CK, Park JW, Jung YS. Ameliorating Effect of Fermented Perilla frutescens on Sleep Deprivation-Induced Cognitive Impairment Through Antioxidant and BDNF Signaling in Mice. Nutrients 2024; 16:4224. [PMID: 39683616 DOI: 10.3390/nu16234224] [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: 09/02/2024] [Revised: 12/03/2024] [Accepted: 12/05/2024] [Indexed: 12/18/2024] Open
Abstract
Background: Adequate sleep is essential for maintaining cognitive function, as evidenced by literature. Perilla frutescens var. acuta Kudo (PF) is a traditional medicinal herb reported to improve vascular cognitive impairment and induce sedation. However, the effects of PF on cognitive impairment caused by sleep deprivation (SD) have not yet been evaluated. This study aims to evaluate the effects of fermented PF (FPF) and its underlying mechanisms in a model of SD-induced cognitive impairment. Methods: Mice were subjected to SD to establish cognitive impairment, and FPF was administered once daily for 3 days. Cognitive performance was assessed using Y-maze and passive avoidance tests, followed by molecular mechanisms analyses. Results: FPF treatment improved SD-induced cognitive impairment, as evidenced by increased spontaneous alternation and extended latency time. Histological analysis revealed that SD impaired the hippocampus, and this impairment was alleviated by FPF treatment. FPF demonstrated antioxidant activity by increasing glutathione levels and decreasing malondialdehyde levels. Furthermore, the decreased levels of brain-derived neurotrophic factor (BDNF) observed in sleep-deprived mice were restored with FPF treatment. FPF also enhanced the phosphorylation of tropomyosin receptor kinase B, extracellular signal-regulated kinase, and cAMP response element-binding protein. Conclusions: These results indicate that FPF may have beneficial effects on SD-induced cognitive impairment by protecting against oxidative stress and increasing BDNF expression.
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Affiliation(s)
- Chae-Ryeong Seo
- Department of Pharmacy, Ajou University, Suwon 16499, Republic of Korea
| | - Bo Kyung Lee
- Department of Pharmacy, Ajou University, Suwon 16499, Republic of Korea
| | - Hye Jin Jee
- Department of Pharmacy, Ajou University, Suwon 16499, Republic of Korea
| | - Jae Ryeong Yoo
- Department of Pharmacy, Ajou University, Suwon 16499, Republic of Korea
| | - Chul-Kyu Lee
- Headquarters of New Drug Development Support, Corestemchemon Inc., 15 F, Gyeonggi Bio Center, Suwon 16229, Republic of Korea
| | - Jin Wook Park
- Headquarters of New Drug Development Support, Corestemchemon Inc., 15 F, Gyeonggi Bio Center, Suwon 16229, Republic of Korea
| | - Yi-Sook Jung
- Department of Pharmacy, Ajou University, Suwon 16499, Republic of Korea
- Research Institute of Pharmaceutical Sciences and Technology, Ajou University, Suwon 16499, Republic of Korea
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Wong R, Grullon JR. Sleep disturbances and racial-ethnic disparities in 10-year dementia risk among a national sample of older adults in the USA. BJPsych Open 2024; 10:e219. [PMID: 39629606 PMCID: PMC11698159 DOI: 10.1192/bjo.2024.814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 10/07/2024] [Indexed: 01/06/2025] Open
Abstract
BACKGROUND Race/ethnicity and sleep disturbances are associated with dementia risk. AIMS To explore racial-ethnic disparities in sleep disturbances, and whether race/ethnicity moderates the relationship between sleep disturbances and dementia risk among older adults. METHOD We analysed ten annual waves (2011-2020) of prospective cohort data from the National Health and Aging Trends Study, a nationally representative USA sample of 6284 non-Hispanic White (n = 4394), non-Hispanic Black (n = 1311), Hispanic (n = 342) and non-Hispanic Asian (n = 108) community-dwelling older adults. Sleep disturbances were converted into three longitudinal measures: (a) sleep-initiation difficulty (trouble falling asleep within 30 min), (b) sleep-maintenance difficulty (trouble falling asleep after waking up early) and (c) sleep medication usage (taking medication to sleep). Cox proportional hazards models analysed time to dementia, after applying sampling weights and adjusting for sociodemographic characteristics and health. RESULTS Black, Hispanic and Asian respondents exhibited higher frequencies of sleep-initiation and sleep-maintenance difficulties, but had less sleep medication usage, compared with White older adults. Among Hispanic respondents, sleep-initiation difficulty was associated with significantly decreased dementia risk (adjusted hazard ratio (aHR) = 0.34, 95% CI 0.15-0.76), but sleep-maintenance difficulty was associated with increased dementia risk (aHR = 2.68, 95% CI 1.17-6.13), compared with White respondents. Asian respondents using sleep medications had a significantly higher dementia risk (aHR = 3.85, 95% CI 1.64-9.04). There were no significant interactions for Black respondents. CONCLUSIONS Sleep disturbances are more frequent among older Black, Hispanic and Asian adults, and should be considered when addressing dementia disparities. Research is needed to explore how certain sleep disturbances may elevate dementia risk across different racial and ethnic subgroups.
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Affiliation(s)
- Roger Wong
- Department of Public Health and Preventive Medicine, Norton College of Medicine, SUNY Upstate Medical University, New York, USA; and Department of Geriatrics, SUNY Upstate Medical University, New York; USA
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Zeller CJ, Wunderlin M, Wicki K, Teunissen CE, Nissen C, Züst MA, Klöppel S. Multi-night acoustic stimulation is associated with better sleep, amyloid dynamics, and memory in older adults with cognitive impairment. GeroScience 2024; 46:6157-6172. [PMID: 38744792 PMCID: PMC11493878 DOI: 10.1007/s11357-024-01195-z] [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: 02/19/2024] [Accepted: 05/07/2024] [Indexed: 05/16/2024] Open
Abstract
Sleep is a potential early, modifiable risk factor for cognitive decline and dementia. Impaired slow wave sleep (SWS) is pronounced in individuals with cognitive impairment (CI). Cognitive decline and impairments of SWS are bi-directionally linked in a vicious cycle. SWS can be enhanced non-invasively using phase-locked acoustic stimulation (PLAS), potentially breaking this vicious cycle. Eighteen healthy older adults (HC, agemean±sd, 68.3 ± 5.1) and 16 older adults (agemean±sd, 71.9 ± 3.9) with CI (Montreal Cognitive Assessment ≤ 25) underwent one baseline (sham-PLAS) night and three consecutive stimulation nights (real-PLAS). EEG responses and blood-plasma amyloid beta Aβ42/Aβ40 ratio were measured pre- and post-intervention, as was episodic memory. The latter was again evaluated 1 week and 3 months after the intervention. In both groups, PLAS induced a significant electrophysiological response in both voltage- and time-frequency analyses, and memory performance improved in association with the magnitude of this response. In the CI group, both electrophysiological and associated memory effects were delayed compared to the healthy group. After 3 intervention nights, electrophysiological response to PLAS was no longer different between CI and HC groups. Only in the CI sample, stronger electrophysiological responses were significantly associated with improving post-intervention Aβ42/Aβ40 ratios. PLAS seems to improve SWS electrophysiology, memory, and amyloid dynamics in older adults with CI. However, effects on memory require more time to unfold compared to healthy older adults. This indicates that PLAS may become a potential tool to ameliorate cognitive decline, but longer interventions are necessary to compensate for declining brain integrity. This study was pre-registered (clinicaltrials.gov: NCT04277104).
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Affiliation(s)
- Céline J Zeller
- University Hospital of Old Age Psychiatry and Psychotherapy, University of Bern, 3000, Bern 60, Switzerland
- Graduate School for Health Sciences, University of Bern, 3012, Bern, Switzerland
| | - Marina Wunderlin
- University Hospital of Old Age Psychiatry and Psychotherapy, University of Bern, 3000, Bern 60, Switzerland
| | - Korian Wicki
- University Hospital of Old Age Psychiatry and Psychotherapy, University of Bern, 3000, Bern 60, Switzerland
- Graduate School for Health Sciences, University of Bern, 3012, Bern, Switzerland
| | - Charlotte E Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV, Amsterdam, Netherlands
| | - Christoph Nissen
- Division of Psychiatric Specialties, Department of Psychiatry, Geneva University Hospitals (HUG), 1201, Geneva, Switzerland
- Department of Psychiatry, University of Geneva, 1201, Geneva, Switzerland
| | - Marc A Züst
- University Hospital of Old Age Psychiatry and Psychotherapy, University of Bern, 3000, Bern 60, Switzerland.
| | - Stefan Klöppel
- University Hospital of Old Age Psychiatry and Psychotherapy, University of Bern, 3000, Bern 60, Switzerland
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36
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Pappas JA, Miner B. Sleep Deficiency in the Elderly. Sleep Med Clin 2024; 19:593-606. [PMID: 39455180 DOI: 10.1016/j.jsmc.2024.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2024]
Abstract
With aging, there are normative changes to sleep physiology and circadian rhythmicity that may predispose older adults to sleep deficiency, whereas many health-related and psychosocial/behavioral factors may precipitate sleep deficiency. In this article, we describe age-related changes to sleep and describe how the health-related and psychosocial/behavioral factors typical of aging may converge in older adults to increase the risk for sleep deficiency. Next, we review the consequences of sleep deficiency in older adults, focusing specifically on important age-related outcomes, including mortality, cognition, depression, and physical function. Finally, we review treatments for sleep deficiency, highlighting safe and effective nonpharmacologic interventions.
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Affiliation(s)
- Jane Alexandra Pappas
- San Juan Bautista School of Medicine, Salida 21 Carr. 172 Urb. Turabo Gardens, Caguas 00726, Puerto Rico
| | - Brienne Miner
- Section of Geriatrics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA.
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Brendstrup‐Brix K, Ulv Larsen SM, Lee H, Knudsen GM. Perivascular space diffusivity and brain microstructural measures are associated with circadian time and sleep quality. J Sleep Res 2024; 33:e14226. [PMID: 38676409 PMCID: PMC11512690 DOI: 10.1111/jsr.14226] [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: 10/18/2023] [Revised: 04/04/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024]
Abstract
The glymphatic system is centred around brain cerebrospinal fluid flow and is enhanced during sleep, and the synaptic homeostasis hypothesis proposes that sleep acts on brain microstructure by selective synaptic downscaling. While so far primarily studied in animals, we here examine in humans if brain diffusivity and microstructure is related to time of day, sleep quality and cognitive performance. We use diffusion weighted images from 916 young healthy individuals, aged between 22 and 37 years, collected as part of the Human Connectome Project to assess diffusion tensor image analysis along the perivascular space index, white matter fractional anisotropy, intra-neurite volume fraction and extra-neurite mean diffusivity. Next, we examine if these measures are associated with circadian time of acquisition, the Pittsburgh Sleep Quality Index (high scores correspond to low sleep quality) and age-adjusted cognitive function total composite score. Consistent with expectations, we find that diffusion tensor image analysis along the perivascular space index and orbitofrontal grey matter extra-neurite mean diffusivity are negatively and white matter fractional anisotropy positively correlated with circadian time. Further, we find that grey matter intra-neurite volume fraction correlates positively with Pittsburgh Sleep Quality Index, and that this correlation is driven by sleep duration. Finally, we find positive correlations between grey matter intra-neurite volume fraction and cognitive function total composite score, as well as negative interaction effects between cognitive function total composite score and Pittsburgh Sleep Quality Index on grey matter intra-neurite volume fraction. Our findings propose that perivascular flow is under circadian control and that sleep downregulates the intra-neurite volume in healthy adults with positive impact on cognitive function.
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Affiliation(s)
- Kristoffer Brendstrup‐Brix
- Neurobiology Research UnitCopenhagen University Hospital RigshospitaletCopenhagenDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Sara Marie Ulv Larsen
- Neurobiology Research UnitCopenhagen University Hospital RigshospitaletCopenhagenDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Hong‐Hsi Lee
- Athinoula A. Martinos Center for Biomedical Imaging, Department of RadiologyMassachusetts General HospitalCharlestownMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
| | - Gitte Moos Knudsen
- Neurobiology Research UnitCopenhagen University Hospital RigshospitaletCopenhagenDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
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38
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Cankar N, Beschorner N, Tsopanidou A, Qvist FL, Colaço AR, Andersen M, Kjaerby C, Delle C, Lambert M, Mundt F, Weikop P, Jucker M, Mann M, Skotte NH, Nedergaard M. Sleep deprivation leads to non-adaptive alterations in sleep microarchitecture and amyloid-β accumulation in a murine Alzheimer model. Cell Rep 2024; 43:114977. [PMID: 39541211 DOI: 10.1016/j.celrep.2024.114977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 09/09/2024] [Accepted: 10/24/2024] [Indexed: 11/16/2024] Open
Abstract
Impaired sleep is a common aspect of aging and often precedes the onset of Alzheimer's disease. Here, we compare the effects of sleep deprivation in young wild-type mice and their APP/PS1 littermates, a murine model of Alzheimer's disease. After 7 h of sleep deprivation, both genotypes exhibit an increase in EEG slow-wave activity. However, only the wild-type mice demonstrate an increase in the power of infraslow norepinephrine oscillations, which are characteristic of healthy non-rapid eye movement sleep. Notably, the APP/PS1 mice fail to enhance norepinephrine oscillations 24 h after sleep deprivation, coinciding with an accumulation of cerebral amyloid-β protein. Proteome analysis of cerebrospinal fluid and extracellular fluid further supports these findings by showing altered protein clearance in APP/PS1 mice. We propose that the suppression of infraslow norepinephrine oscillations following sleep deprivation contributes to increased vulnerability to sleep loss and heightens the risk of developing amyloid pathology in early stages of Alzheimer's disease.
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Affiliation(s)
- Neža Cankar
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark; Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
| | - Natalie Beschorner
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Anastasia Tsopanidou
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Filippa L Qvist
- NNF Center for Protein Research, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
| | - Ana R Colaço
- Proteomics Research Infrastructure, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Mie Andersen
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Celia Kjaerby
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Christine Delle
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Marius Lambert
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Filip Mundt
- NNF Center for Protein Research, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Pia Weikop
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark
| | - Mathias Jucker
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Matthias Mann
- NNF Center for Protein Research, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark; Department for Proteomics and Signal Transduction, Max-Planck Institute for Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
| | - Niels Henning Skotte
- NNF Center for Protein Research, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
| | - Maiken Nedergaard
- Center for Translational Neuromedicine, Faculty of Medical and Health Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark; Center for Translational Neuromedicine, University of Rochester Medical School, Elmwood Avenue 601, Rochester, NY 14642, USA.
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39
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Sighencea MG, Popescu RȘ, Trifu SC. From Fundamentals to Innovation in Alzheimer's Disease: Molecular Findings and Revolutionary Therapies. Int J Mol Sci 2024; 25:12311. [PMID: 39596378 PMCID: PMC11594972 DOI: 10.3390/ijms252212311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 11/11/2024] [Accepted: 11/14/2024] [Indexed: 11/28/2024] Open
Abstract
Alzheimer's disease (AD) is a global health concern and the leading cause of dementia in the elderly. The prevalence of this neurodegenerative condition is projected to increase concomitantly with increased life expectancy, resulting in a significant economic burden. With very few FDA-approved disease-modifying drugs available for AD, there is an urgent need to develop new compounds capable of impeding the progression of the disease. Given the unclear etiopathogenesis of AD, this review emphasizes the underlying mechanisms of this condition. It explores not only well-studied aspects, such as the accumulation of Aβ plaques and neurofibrillary tangles, but also novel areas, including glymphatic and lymphatic pathways, microbiota and the gut-brain axis, serotoninergic and autophagy alterations, vascular dysfunction, the metal hypothesis, the olfactory pathway, and oral health. Furthermore, the potential molecular targets arising from all these mechanisms have been reviewed, along with novel promising approaches such as nanoparticle-based therapy, neural stem cell transplantation, vaccines, and CRISPR-Cas9-mediated genome editing techniques. Taking into account the overlap of these various mechanisms, individual and combination therapies emerge as the future direction in the AD strategy.
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Affiliation(s)
| | - Ramona Ștefania Popescu
- Department of Infectious Diseases, “Carol Davila” University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania;
| | - Simona Corina Trifu
- Department of Psychiatry, “Carol Davila” University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania
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40
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Yang Z, Williams SD, Beldzik E, Anakwe S, Schimmelpfennig E, Lewis LD. Attentional failures after sleep deprivation represent moments of cerebrospinal fluid flow. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.15.623271. [PMID: 39605725 PMCID: PMC11601381 DOI: 10.1101/2024.11.15.623271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Sleep deprivation rapidly disrupts cognitive function, and in the long term contributes to neurological disease. Why sleep deprivation has such profound effects on cognition is not well understood. Here, we use simultaneous fast fMRI-EEG to test how sleep deprivation modulates cognitive, neural, and fluid dynamics in the human brain. We demonstrate that after sleep deprivation, sleep-like pulsatile cerebrospinal fluid (CSF) flow events intrude into the awake state. CSF flow is coupled to attentional function, with high flow during attentional impairment. Furthermore, CSF flow is tightly orchestrated in a series of brain-body changes including broadband neuronal shifts, pupil constriction, and altered systemic physiology, pointing to a coupled system of fluid dynamics and neuromodulatory state. The timing of these dynamics is consistent with a vascular mechanism regulated by neuromodulatory state, in which CSF begins to flow outward when attention fails, and flow reverses when attention recovers. The attentional costs of sleep deprivation may thus reflect an irrepressible need for neuronal rest periods and widespread pulsatile fluid flow.
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Affiliation(s)
- Zinong Yang
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Graduate Program for Neuroscience, Boston University, Boston, MA, USA
| | - Stephanie D. Williams
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Psychological & Brain Sciences., Boston University, Boston, MA, USA
| | - Ewa Beldzik
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston MA, USA
| | - Stephanie Anakwe
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Emilia Schimmelpfennig
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
| | - Laura D. Lewis
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston MA, USA
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
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41
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Gao YZ, Liu K, Wu XM, Shi CN, He QL, Wu HP, Yang JJ, Yao H, Ji MH. Oxidative Stress-mediated Loss of Hippocampal Parvalbumin Interneurons Contributes to Memory Precision Decline After Acute Sleep Deprivation. Mol Neurobiol 2024:10.1007/s12035-024-04628-0. [PMID: 39546120 DOI: 10.1007/s12035-024-04628-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 11/09/2024] [Indexed: 11/17/2024]
Abstract
Sleep is pivotal to memory consolidation, and sleep deprivation (SD) after learning can impede this process, leading to memory disorders. In the present study, we aimed to explore the effects of acute sleep deprivation (ASD) on memory disorders and the underlying mechanisms. ASD model was induced by subjecting the mice to 6 h of SD following fear conditioning training. Different cohorts were used for behavioral, biochemical, and electrophysiological tests. Here, we showed that memory precision decline was induced by ASD, concomitant with a notable elevation in oxidative stress within PV interneurons, loss of PV, and disturbed neuronal oscillation in the CA1 region. Notably, chemogenetic activation of PV interneurons effectively ameliorated abnormal gamma oscillation and memory precision decline observed in ASD mice. Meanwhile, chemogenetic inhibition of PV interneurons successfully mimicked the abnormal brain oscillations and memory precision decline observed in ASD mice. Additionally, prior administration of the antioxidant medication N-acetylcysteine effectively reversed memory precision decline and mitigated PV loss and abnormal oscillation triggered by ASD. Collectively, our findings indicated that ASD increased oxidative stress in PV interneurons, thereby disrupting neural oscillation in the CA1 and ultimately leading to memory precision decline.
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Affiliation(s)
- Yu-Zhu Gao
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Kai Liu
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xin-Miao Wu
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Cui-Na Shi
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Qiu-Li He
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Hai-Peng Wu
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jian-Jun Yang
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
| | - Hao Yao
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
| | - Mu-Huo Ji
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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42
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Muccio M, Sun Z, Chu D, Damadian BE, Minkoff L, Bonanni L, Ge Y. The impact of body position on neurofluid dynamics: present insights and advancements in imaging. Front Aging Neurosci 2024; 16:1454282. [PMID: 39582951 PMCID: PMC11582045 DOI: 10.3389/fnagi.2024.1454282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 10/29/2024] [Indexed: 11/26/2024] Open
Abstract
The intricate neurofluid dynamics and balance is essential in preserving the structural and functional integrity of the brain. Key among these forces are: hemodynamics, such as heartbeat-driven arterial and venous blood flow, and hydrodynamics, such as cerebrospinal fluid (CSF) circulation. The delicate interplay between these dynamics is crucial for maintaining optimal homeostasis within the brain. Currently, the widely accepted framework for understanding brain functions is the Monro-Kellie's doctrine, which posits a constant sum of intracranial CSF, blood flow and brain tissue volumes. However, in recent decades, there has been a growing interest in exploring the dynamic interplay between these elements and the impact of external factors, such as daily changes in body position. CSF circulation in particular plays a crucial role in the context of neurodegeneration and dementia, since its dysfunction has been associated with impaired clearance mechanisms and accumulation of toxic substances. Despite the implementation of various invasive and non-invasive imaging techniques to investigate the intracranial hemodynamic or hydrodynamic properties, a comprehensive understanding of how all these elements interact and are influenced by body position remains wanted. Establishing a comprehensive overview of this topic is therefore crucial and could pave the way for alternative care approaches. In this review, we aim to summarize the existing understanding of intracranial hemodynamic and hydrodynamic properties, fundamental for brain homeostasis, along with factors known to influence their equilibrium. Special attention will be devoted to elucidating the effects of body position shifts, given their significance and remaining ambiguities. Furthermore, we will explore recent advancements in imaging techniques utilized for real time and non-invasive measurements of dynamic body fluid properties in-vivo.
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Affiliation(s)
- Marco Muccio
- Department of Radiology, NYU Grossman School of Medicine, New York, NY, United States
| | - Zhe Sun
- Department of Radiology, NYU Grossman School of Medicine, New York, NY, United States
| | - David Chu
- FONAR Corporation, Melville, NY, United States
| | - Brianna E. Damadian
- Department of Radiology, Northwell Health-Lenox Hill Hospital, New York, NY, United States
| | | | | | - Yulin Ge
- Department of Radiology, NYU Grossman School of Medicine, New York, NY, United States
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43
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Ortiz-Vega N, Lobato AG, Canic T, Zhu Y, Lazopulo S, Syed S, Zhai RG. Regulation of proteostasis by sleep through autophagy in Drosophila models of Alzheimer's disease. Life Sci Alliance 2024; 7:e202402681. [PMID: 39237365 PMCID: PMC11377308 DOI: 10.26508/lsa.202402681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 08/28/2024] [Accepted: 08/29/2024] [Indexed: 09/07/2024] Open
Abstract
Sleep and circadian rhythm dysfunctions are common clinical features of Alzheimer's disease (AD). Increasing evidence suggests that in addition to being a symptom, sleep disturbances can also drive the progression of neurodegeneration. Protein aggregation is a pathological hallmark of AD; however, the molecular pathways behind how sleep affects protein homeostasis remain elusive. Here we demonstrate that sleep modulation influences proteostasis and the progression of neurodegeneration in Drosophila models of tauopathy. We show that sleep deprivation enhanced Tau aggregational toxicity resulting in exacerbated synaptic degeneration. In contrast, sleep induction using gaboxadol led to reduced toxic Tau accumulation in neurons as a result of modulated autophagic flux and enhanced clearance of ubiquitinated Tau, suggesting altered protein processing and clearance that resulted in improved synaptic integrity and function. These findings highlight the complex relationship between sleep and regulation of protein homeostasis and the neuroprotective potential of sleep-enhancing therapeutics to slow the progression or delay the onset of neurodegeneration.
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Affiliation(s)
- Natalie Ortiz-Vega
- Department of Neurology, University of Chicago, Chicago, IL, USA
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, FL, USA
- Graduate Program in Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Amanda G Lobato
- Department of Neurology, University of Chicago, Chicago, IL, USA
| | - Tijana Canic
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Physics, University of Miami, Coral Gables, FL, USA
| | - Yi Zhu
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Sheyum Syed
- Department of Physics, University of Miami, Coral Gables, FL, USA
| | - R Grace Zhai
- Department of Neurology, University of Chicago, Chicago, IL, USA
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, FL, USA
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44
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Lacerda RAV, Desio JAF, Kammers CM, Henkes S, Freitas de Sá M, de Souza EF, da Silva DM, Teixeira Pinheiro Gusmão C, Santos JCCD. Sleep disorders and risk of alzheimer's disease: A two-way road. Ageing Res Rev 2024; 101:102514. [PMID: 39317268 DOI: 10.1016/j.arr.2024.102514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 09/15/2024] [Accepted: 09/19/2024] [Indexed: 09/26/2024]
Abstract
Substantial sleep impairment in patients with Alzheimer's disease (AD) is one of the emerging points for continued efforts to better understand the disease. Individuals without cognitive decline, an important marker of the clinical phase of AD, may show early alterations in the sleep-wake cycle. The objective of this critical narrative review is to explore the bidirectional pathophysiological correlation between sleep disturbances and Alzheimer's Disease. Specifically, it examines how the disruption of sleep homeostasis in individuals without dementia could contribute to the pathogenesis of AD, and conversely, how neurodegeneration in individuals with Alzheimer's Disease might lead to dysregulation of the sleep-wake cycle. Recent scientific results indicate that sleep disturbances, particularly those related to impaired glymphatic clearance, may act as an important mechanism associated with the genesis of Alzheimer's Disease. Additionally, amyloid deposition and tau protein hyperphosphorylation, along with astrocytic hyperactivation, appear to trigger changes in neurotransmission dynamics in areas related to sleep, which may explain the onset of sleep disturbances in individuals with AD. Disruption of sleep homeostasis appears to be a modifiable risk factor in Alzheimer's disease. Whenever possible, the use of non-pharmacological strategies becomes important in this context. From a different perspective, additional research is needed to understand and treat the dysfunction of the sleep-wake cycle in individuals already affected by AD. Early recognition and correction of sleep disturbances in this population could potentially mitigate the progression of dementia and improve the quality of life for those with AD.
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Affiliation(s)
| | | | | | - Silvana Henkes
- Lutheran University of Brazil - ULBRA, Carazinho, RS, Brazil
| | | | | | | | | | - Júlio César Claudino Dos Santos
- Medical School of the Christus University Center - UNICHRISTUS, Fortaleza, CE, Brazil; Post-Graduate Program of Morphofunctional Sciences, Federal University of Ceara, Fortaleza, CE, Brazil; Unifacvest University Center - UNIFACVEST, Lages, SC, Brazil.
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45
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Espay AJ. From Europe to the World: EMA's Leadership in Alzheimer Disease Treatment. Am J Ther 2024; 31:e686-e688. [PMID: 39792495 DOI: 10.1097/mjt.0000000000001840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Affiliation(s)
- Alberto J Espay
- James J. and Joan A. Gardner Family Center for Parkinson's Disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH
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46
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Borrelli S, Leclercq S, Pasi M, Maggi P. Cerebral small vessel disease and glymphatic system dysfunction in multiple sclerosis: A narrative review. Mult Scler Relat Disord 2024; 91:105878. [PMID: 39276600 DOI: 10.1016/j.msard.2024.105878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 09/03/2024] [Accepted: 09/04/2024] [Indexed: 09/17/2024]
Abstract
As the multiple sclerosis (MS) population ages, the prevalence of vascular comorbidities increases, potentially accelerating disease progression and brain atrophy. Recent studies highlight the prevalence of cerebral small vessel disease (CSVD) in MS, suggesting a potential link between vascular comorbidities and accelerated disability. CSVD affects the brain's small vessels, often leading to identifiable markers on MRI such as enlarged perivascular spaces (EPVS). EPVS are increasingly recognized also in MS and have been associated with vascular comorbidities, lower percentage of MS-specific perivenular lesions, brain atrophy and aging. The exact sequence of event leading to MRI visible EPVS is yet to be determined, but an impaired perivascular brain fluid drainage appears a possible physiopathological explanation for EPVS in both CSVD and MS. In this context, a dysfunction of the brain fluid clearance system - also known as "glymphatic system" - appears associated in MS to aging, neuroinflammation, and vascular dysfunction. Advanced imaging techniques show an impaired glymphatic function in both MS and CSVD. Additionally, lifestyle factors such as physical exercise, diet, and sleep quality appear to influence glymphatic function, potentially revealing novel therapeutic strategies to mitigate microangiopathy and neuroinflammation in MS. This review underscores the potential role of glymphatic dysfunction in the complex and not-yet elucidated interplay between neuroinflammation and CSVD in MS.
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Affiliation(s)
- Serena Borrelli
- Neuroinflammation Imaging Lab (NIL), Institute of NeuroScience, Université catholique de Louvain, Brussels, Belgium; Department of Neurology, Hôpital Erasme, Hôpital Universitaire de Bruxelles, Université Libre de Brussels, Brussels, Belgium.
| | - Sophie Leclercq
- Laboratory of Nutritional Psychiatry, Institute of NeuroScience, Université catholique de Louvain, Brussels, Belgium
| | - Marco Pasi
- Stroke Unit, Department of Neurology, CIC-IT 1415, CHRU de Tours, INSERM 1253 iBrain, Tours, France
| | - Pietro Maggi
- Neuroinflammation Imaging Lab (NIL), Institute of NeuroScience, Université catholique de Louvain, Brussels, Belgium; Department of Neurology, Cliniques Universitaires Saint-Luc, Université catholique de Louvain, Av. Hippocrate 10, Brussels 1200, Belgium.
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47
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Wang X, Chen H, Tang T, Zhan X, Qin S, Hang T, Song M. Chronic Sleep Deprivation Altered the Expression of Memory-Related Genes and Caused Cognitive Memory Dysfunction in Mice. Int J Mol Sci 2024; 25:11634. [PMID: 39519186 PMCID: PMC11546330 DOI: 10.3390/ijms252111634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 10/18/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024] Open
Abstract
Lack of sleep, whether acute or chronic, is quite common and negatively affects an individual's memory and cognitive function. The question of whether chronic sleep deprivation (CSD) causes cognitive impairment to arise and progress is not well studied. To investigate the effects of CSD on memory and cognition, this study began by establishing a CSD mouse model. Behavioral experiments on animals revealed that CSD induced cognitive behavioral abnormalities reminiscent of Alzheimer's disease. Western blot experiments further demonstrated a considerable increase in amyloid-β (Aβ) expression in the mouse brain following CSD. Meanwhile, the hub gene Prkcg was searched for in the cerebellum using RNA-seq and bioinformatics analysis. PKCγ (Prkcg) expression was significantly reduced, as demonstrated by RT-qPCR and Western blot validations. Additionally, CSD was associated with downregulated CREB expression, decreased expression of the endothelin-converting enzyme (ECE1), and increased phosphorylation of ERK1/2 downstream of PKCγ. These findings suggested that CSD down-regulated PKCγ expression, decreased ECE1 expression, impaired Aβ degradation, and affected the PKCγ/ERK/CREB pathway and the synthesis of memory-related proteins. Overall, this study highlighted how CSD modulated PKCγ-related metabolism, impacting Aβ clearance and the production of memory-related proteins. Such insights are crucial for understanding and preventing sporadic Alzheimer's disease (sAD) associated with CSD.
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Affiliation(s)
| | | | | | | | | | - Taijun Hang
- Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing 211100, China; (X.W.); (H.C.); (T.T.); (X.Z.); (S.Q.)
| | - Min Song
- Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing 211100, China; (X.W.); (H.C.); (T.T.); (X.Z.); (S.Q.)
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48
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Ma J, Chen M, Liu GH, Gao M, Chen NH, Toh CH, Hsu JL, Wu KY, Huang CM, Lin CM, Fang JT, Lee SH, Lee TMC. Effects of sleep on the glymphatic functioning and multimodal human brain network affecting memory in older adults. Mol Psychiatry 2024:10.1038/s41380-024-02778-0. [PMID: 39397082 DOI: 10.1038/s41380-024-02778-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 09/25/2024] [Accepted: 09/30/2024] [Indexed: 10/15/2024]
Abstract
Understanding how sleep affects the glymphatic system and human brain networks is crucial for elucidating the neurophysiological mechanism underpinning aging-related memory declines. We analyzed a multimodal dataset collected through magnetic resonance imaging (MRI) and polysomnographic recording from 72 older adults. A proxy of the glymphatic functioning was obtained from the Diffusion Tensor Image Analysis along the Perivascular Space (DTI-ALPS) index. Structural and functional brain networks were constructed based on MRI data, and coupling between the two networks (SC-FC coupling) was also calculated. Correlation analyses revealed that DTI-ALPS was negatively correlated with sleep quality measures [e.g., Pittsburgh Sleep Quality Index (PSQI) and apnea-hypopnea index]. Regarding human brain networks, DTI-ALPS was associated with the strength of both functional connectivity (FC) and structural connectivity (SC) involving regions such as the middle temporal gyrus and parahippocampal gyrus, as well as with the SC-FC coupling of rich-club connections. Furthermore, we found that DTI-ALPS positively mediated the association between sleep quality and rich-club SC-FC coupling. The rich-club SC-FC coupling further mediated the association between DTI-ALPS and memory function in good sleepers but not in poor sleepers. The results suggest a disrupted glymphatic-brain relationship in poor sleepers, which underlies memory decline. Our findings add important evidence that sleep quality affects cognitive health through the underlying neural relationships and the interplay between the glymphatic system and multimodal brain networks.
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Affiliation(s)
- Junji Ma
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China
| | - Menglu Chen
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China
| | - Geng-Hao Liu
- School of Traditional Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Acupuncture and Moxibustion, Center for Traditional Chinese Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
- Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Mengxia Gao
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China
| | - Ning-Hung Chen
- School of Traditional Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Sleep Center, Respiratory Therapy, Pulmonary and Critical Care Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Cheng Hong Toh
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan
| | - Jung-Lung Hsu
- Department of Neurology, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan
- Department of Neurology, at Linkou, Chang Gung Memorial Hospital and College of Medicine, Neuroscience Research Center, Chang-Gung University, Taoyuan, Taiwan
- Graduate Institute of Mind, Brain, & Consciousness, Taipei Medical University, Taipei, Taiwan
| | - Kuan-Yi Wu
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan
- Department of Psychiatry, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Chih-Ming Lin
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan
- Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Ji-Tseng Fang
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan.
- Department of Nephrology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
| | - Shwu-Hua Lee
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan.
- Department of Psychiatry, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
| | - Tatia M C Lee
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China.
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China.
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49
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Zhao Q, Yokomizo S, Perle SJ, Lee YF, Zhou H, Miller MR, Li H, Gerashchenko D, Gomperts SN, Bacskai BJ, Kastanenka KV. Optogenetic targeting of cortical astrocytes selectively improves NREM sleep in an Alzheimer's disease mouse model. Sci Rep 2024; 14:23044. [PMID: 39362954 PMCID: PMC11450172 DOI: 10.1038/s41598-024-73082-8] [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: 06/24/2024] [Accepted: 09/13/2024] [Indexed: 10/05/2024] Open
Abstract
Alzheimer's disease (AD) is a progressive neurodegenerative condition marked by memory impairments and distinct histopathological features such as amyloid-beta (Aβ) accumulations. Alzheimer's patients experience sleep disturbances at early stages of the disease. APPswe/PS1dE9 (APP) mice exhibit sleep disruptions, including reductions in non-rapid eye movement (NREM) sleep, that contribute to their disease progression. In addition, astrocytic calcium transients associated with a sleep-dependent brain rhythm, slow oscillations prevalent during NREM sleep, are disrupted in APP mice. However, at present it is unclear whether restoration of circuit function by targeting astrocytic activity could improve sleep in APP mice. To that end, APP mice expressing channelrhodopsin-2 (ChR2) targeted to astrocytes underwent optogenetic stimulation at the slow oscillation frequency. Optogenetic stimulation of astrocytes significantly increased NREM sleep duration but not duration of rapid eye movement (REM) sleep. Optogenetic treatment increased delta power and reduced sleep fragmentation in APP mice. Thus, optogenetic activation of astrocytes increased sleep quantity and improved sleep quality in an AD mouse model. Astrocytic activity provides a novel therapeutic avenue to pursue for enhancing sleep and slowing AD progression.
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Affiliation(s)
- Qiuchen Zhao
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Shinya Yokomizo
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Stephen J Perle
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Yee Fun Lee
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Heng Zhou
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Morgan R Miller
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Hanyan Li
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Dmitry Gerashchenko
- Department of Psychiatry, Harvard Medical School and Veterans Affairs Boston Healthcare System, West Roxbury, MA, 02132, USA
| | - Stephen N Gomperts
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Brian J Bacskai
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Ksenia V Kastanenka
- Department of Neurology, MassGeneral Institute of Neurodegenerative Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.
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50
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Nakata S, Iwasaki K, Funato H, Yanagisawa M, Ozaki H. Neuronal subtype-specific transcriptomic changes in the cerebral neocortex associated with sleep pressure. Neurosci Res 2024; 207:13-25. [PMID: 38537682 DOI: 10.1016/j.neures.2024.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 03/19/2024] [Accepted: 03/22/2024] [Indexed: 04/07/2024]
Abstract
Sleep is homeostatically regulated by sleep pressure, which increases during wakefulness and dissipates during sleep. Recent studies have suggested that the cerebral neocortex, a six-layered structure composed of various layer- and projection-specific neuronal subtypes, is involved in the representation of sleep pressure governed by transcriptional regulation. Here, we examined the transcriptomic changes in neuronal subtypes in the neocortex upon increased sleep pressure using single-nucleus RNA sequencing datasets and predicted the putative intracellular and intercellular molecules involved in transcriptome alterations. We revealed that sleep deprivation (SD) had the greatest effect on the transcriptome of layer 2 and 3 intratelencephalic (L2/3 IT) neurons among the neocortical glutamatergic neuronal subtypes. The expression of mutant SIK3 (SLP), which is known to increase sleep pressure, also induced profound changes in the transcriptome of L2/3 IT neurons. We identified Junb as a candidate transcription factor involved in the alteration of the L2/3 IT neuronal transcriptome by SD and SIK3 (SLP) expression. Finally, we inferred putative intercellular ligands, including BDNF, LSAMP, and PRNP, which may be involved in SD-induced alteration of the transcriptome of L2/3 IT neurons. We suggest that the transcriptome of L2/3 IT neurons is most impacted by increased sleep pressure among neocortical glutamatergic neuronal subtypes and identify putative molecules involved in such transcriptional alterations.
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Affiliation(s)
- Shinya Nakata
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Kanako Iwasaki
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Hiromasa Funato
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Ibaraki, Japan; Department of Anatomy, Graduate School of Medicine, Toho University, Tokyo, Japan
| | - Masashi Yanagisawa
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Ibaraki, Japan; Department of Molecular Genetics, University of Texas Southwestern Medical Center, Dallas, TX, USA; Life Science Center for Survival Dynamics, Tsukuba Advanced Research Alliance, University of Tsukuba, Tsukuba, Ibaraki, Japan.
| | - Haruka Ozaki
- Bioinformatics Laboratory, Institute of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan; Center for Artificial Intelligence Research, University of Tsukuba, Tsukuba, Ibaraki, Japan.
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