1
|
Shentu W, Kong Q, Zhang Y, Li W, Chen Q, Yan S, Wang J, Lai Q, Xu Q, Qiao S. Functional abnormalities of the glymphatic system in cognitive disorders. Neural Regen Res 2025; 20:3430-3447. [PMID: 39820293 PMCID: PMC11974647 DOI: 10.4103/nrr.nrr-d-24-01049] [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: 09/06/2024] [Revised: 10/30/2024] [Accepted: 11/25/2024] [Indexed: 01/19/2025] Open
Abstract
Various pathological mechanisms represent distinct therapeutic targets for cognitive disorders, but a balance between clearance and production is essential for maintaining the stability of the brain's internal environment. Thus, the glymphatic system may represent a common pathway by which to address cognitive disorders. Using the established model of the glymphatic system as our foundation, this review disentangles and analyzes the components of its clearance mechanism, including the initial inflow of cerebrospinal fluid, the mixing of cerebrospinal fluid with interstitial fluid, and the outflow of the mixed fluid and the clearance. Each section summarizes evidence from experimental animal models and human studies, highlighting the normal physiological properties of key structures alongside their pathological manifestations in cognitive disorders. The same pathologic manifestations of different cognitive disorders appearing in the glymphatic system and the same upstream influences are main points of interest of this review. We conclude this article by discussing new findings and outlining the limitations identified in current research progress.
Collapse
Affiliation(s)
- Wuyue Shentu
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Qi Kong
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Yier Zhang
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Wenyao Li
- Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Qiulu Chen
- Department of Neurology, Zhejiang Medical & Health Group Hangzhou Hospital, Hangzhou, Zhejiang Province, China
| | - Sicheng Yan
- Department of Neurology, Liuzhou People’s Hospital, Liuzhou, Guangxi Zhuang Autonomous Region, China
| | - Junjun Wang
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Qilun Lai
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Qi Xu
- Department of Radiology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Song Qiao
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| |
Collapse
|
2
|
Wang W, Liu M, Wang Z, Ma L, Zhao Y, Ye W, Li X. Causal associations between gut microbiota, metabolites, and idiopathic normal pressure hydrocephalus: a two‑sample Mendelian randomization study. BMC Neurol 2025; 25:249. [PMID: 40490712 DOI: 10.1186/s12883-025-04187-4] [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: 05/12/2024] [Accepted: 04/08/2025] [Indexed: 06/11/2025] Open
Abstract
BACKGROUND Implying connections with gut microbiome and serum metabolites, idiopathic normal pressure hydrocephalus (INPH) emerges as a prevalent neuropsychiatric condition in the elderly. Our objective was to systematically evaluate the potential causality between gut microbiome, derived metabolites, and INPH through the implementation of Mendelian randomization (MR) methodology. METHODS We utilized summary data from extensive genome-wide association studies, encompassing 196 gut microbiomes from the MiBioGen consortium (n = 18,340), 486 serum metabolites from the KORA and TwinsUK studies (n = 7,824), and individuals with INPH (case = 767, control = 375,610), for MR causal estimates. The leading analysis utilized the inverse-variance weighted (IVW) method, supplemented by weighted mode, MR-Egger, weighted median and simple mode approaches. Sensitivity analyses included MR-Egger intercept, Cochran's Q test, leave-one-out analysis and MR-PRESSO. RESULTS Our study primarily relied on the IVW method, confirming a causality between 9 genetically predicted abundance of gut microbiomes and INPH. We found an adverse correlation with genetically predicted abundance of order Clostridiales, genus Eubacteriumeligensgroup, genus Gordonibacter, genus Ruminococcus1 concerning INPH. Conversely, class Melainabacteria, genus Eubacteriumruminantiumgroup, genus Adlercreutzia, genus Dialister, genus RikenellaceaeRC9gutgroup potentially correlated with increased INPH risk. As for derived metabolites, IVW estimates indicated a causal connection between 25 genetically predicted serum metabolites and INPH. Sensitivity analysis underscored the robustness of our findings. CONCLUSION Our MR analysis provides evidence supporting the causality of certain gut microbial taxa and their derived metabolites on INPH. This underscores the potential for interventions targeting specific gut microbiota and derived metabolites in the treatment and prevention of INPH.
Collapse
Affiliation(s)
- Wencai Wang
- The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Menghao Liu
- The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Zun Wang
- The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Luyao Ma
- Juntendo University, Tokyo, Japan
| | - Yongqiang Zhao
- Fuyang Hospital of Anhui Medical University, Fuyang, People's Republic of China
| | - Wei Ye
- The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, People's Republic of China
| | - Xianfeng Li
- The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, People's Republic of China.
| |
Collapse
|
3
|
Eide PK. Adult Hydrocephalus and the Glymphatic System. Neurosurg Clin N Am 2025; 36:127-140. [PMID: 40054967 DOI: 10.1016/j.nec.2024.11.002] [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: 05/13/2025]
Abstract
Adult hydrocephalus, especially idiopathic normal pressure hydrocephalus (iNPH), involves cerebrospinal fluid (CSF) dysfunction that is associated with impaired waste clearance in the brain, potentially causing toxic protein buildup. This condition shares features with neurodegenerative diseases like Alzheimer's, where amyloid-β and tau proteins accumulate. Recent discoveries in the glymphatic and meningeal lymphatic systems, key in CSF and metabolic waste clearance, provide insights into these protein imbalances. However, altered CSF flow in iNPH may disrupt glymphatic transport, exacerbating protein deposits. This review proposes reframing iNPH as a cerebral "CSF-proteinopathy" disorder, although its full relationship with glymphatic impairment needs further exploration.
Collapse
Affiliation(s)
- Per Kristian Eide
- Department of Neurosurgery, Oslo University Hospital-Rikshospitalet, Pb 4950 Nydalen, Oslo N-0424, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway; KG Jebsen Centre for Brain Fluid Research, University of Oslo, Oslo, Norway.
| |
Collapse
|
4
|
Xu Y, Yin H, Li L, Wang X, Hou Q. Covert cerebrospinal fluid dynamics dysfunction: evolution from conventional to innovative therapies. Front Neurol 2025; 16:1554813. [PMID: 40144621 PMCID: PMC11936825 DOI: 10.3389/fneur.2025.1554813] [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: 01/10/2025] [Accepted: 02/27/2025] [Indexed: 03/28/2025] Open
Abstract
Cerebrospinal fluid (CSF) dynamics disorders are intricately linked to diverse neurological pathologies, though they usually are mild and covert. Contemporary insights into glymphatic system function, particularly the CSF transport, drainage, and its role in clearing metabolic waste and toxic substances in both normal and pathological states, and the pivotal role of aquaporin-4 (AQP4) in CSF-interstitial fluid (ISF) exchange, have established novel theoretical frameworks of subclinical CSF dynamics dysfunction, and have promoted the development of non-surgical therapeutic approaches for them simultaneously. This review comprehensively analyzes the advancement of non-surgical interventions for CSF dynamics disorders, emphasizing the transition from established methodologies to innovative approaches. Current non-surgical treatment strategies primarily encompass three directions: pharmacological therapy, physical therapy, and biological regulation therapy. In terms of pharmacological interventions, developments from traditional diuretics to novel small-molecule drugs show promising therapeutic potential. In physical therapy, innovative techniques such as lower body negative pressure, transcranial magnetic stimulation, and vagus nerve stimulation have provided new options for clinical practice. Meanwhile, biological regulation therapy, exemplified by recombinant VEGF-C administration, has established novel therapeutic paradigms. These therapeutic strategies have demonstrated potential in improving CSF dynamics and enhancing CSF waste elimination. Future research should focus on developing individualized treatment protocols, elucidating of therapeutic mechanisms, and assessing longitudinal outcomes. This will facilitate the development of more precise therapeutic strategies and exploration of optimized multimodal treatment combinations in handling the so-called convert CSF dynamics dysfunction.
Collapse
Affiliation(s)
- Yi Xu
- Department of Rehabilitation Medicine, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Hua Yin
- Class 6, 2020 Clinical Medicine Program, Sun Yat-Sen University, Shenzhen, China
| | - Lingge Li
- Class 2, 2020 Clinical Medicine Program, Sun Yat-Sen University, Shenzhen, China
| | - Xiaodi Wang
- Department of Neurology, Clinical Neuroscience Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Qinghua Hou
- Department of Neurology, Clinical Neuroscience Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| |
Collapse
|
5
|
Huang Y, Shang L, Li B, Wang T, Zhang X, Wei J, Mao C, Gao J. Normal pressure hydrocephalus combined with quadruple misfolded proteinopathy: An autopsy case report and a short review of literature. J Neuropathol Exp Neurol 2025:nlaf006. [PMID: 39921653 DOI: 10.1093/jnen/nlaf006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2025] Open
Affiliation(s)
- Yixuan Huang
- Department of Neurology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Li Shang
- Department of Neurology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Bo Li
- Department of Neurology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Tianyi Wang
- Department of Neurology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Xiao Zhang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Junji Wei
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chenhui Mao
- Department of Neurology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Jing Gao
- Department of Neurology, State Key Laboratory of Complex Severe and Rare Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| |
Collapse
|
6
|
Yang J, Cao C, Liu J, Liu Y, Lu J, Yu H, Li X, Wu J, Yu Z, Li H, Chen G. Dystrophin 71 deficiency causes impaired aquaporin-4 polarization contributing to glymphatic dysfunction and brain edema in cerebral ischemia. Neurobiol Dis 2024; 199:106586. [PMID: 38950712 DOI: 10.1016/j.nbd.2024.106586] [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: 03/27/2024] [Revised: 06/28/2024] [Accepted: 06/28/2024] [Indexed: 07/03/2024] Open
Abstract
OBJECTIVE The glymphatic system serves as a perivascular pathway that aids in clearing liquid and solute waste from the brain, thereby enhancing neurological function. Disorders in glymphatic drainage contribute to the development of vasogenic edema following cerebral ischemia, although the molecular mechanisms involved remain poorly understood. This study aims to determine whether a deficiency in dystrophin 71 (DP71) leads to aquaporin-4 (AQP4) depolarization, contributing to glymphatic dysfunction in cerebral ischemia and resulting in brain edema. METHODS A mice model of middle cerebral artery occlusion and reperfusion was used. A fluorescence tracer was injected into the cortex and evaluated glymphatic clearance. To investigate the role of DP71 in maintaining AQP4 polarization, an adeno-associated virus with the astrocyte promoter was used to overexpress Dp71. The expression and distribution of DP71 and AQP4 were analyzed using immunoblotting, immunofluorescence, and co-immunoprecipitation techniques. The behavior ability of mice was evaluated by open field test. Open-access transcriptome sequencing data were used to analyze the functional changes of astrocytes after cerebral ischemia. MG132 was used to inhibit the ubiquitin-proteasome system. The ubiquitination of DP71 was detected by immunoblotting and co-immunoprecipitation. RESULTS During the vasogenic edema stage following cerebral ischemia, a decline in the efflux of interstitial fluid tracer was observed. DP71 and AQP4 were co-localized and interacted with each other in the perivascular astrocyte endfeet. After cerebral ischemia, there was a notable reduction in DP71 protein expression, accompanied by AQP4 depolarization and proliferation of reactive astrocytes. Increased DP71 expression restored glymphatic drainage and reduced brain edema. AQP4 depolarization, reactive astrocyte proliferation, and the behavior of mice were improved. After cerebral ischemia, DP71 was degraded by ubiquitination, and MG132 inhibited the decrease of DP71 protein level. CONCLUSION AQP4 depolarization after cerebral ischemia leads to glymphatic clearance disorder and aggravates cerebral edema. DP71 plays a pivotal role in regulating AQP4 polarization and consequently influences glymphatic function. Changes in DP71 expression are associated with the ubiquitin-proteasome system. This study offers a novel perspective on the pathogenesis of brain edema following cerebral ischemia.
Collapse
Affiliation(s)
- Jian Yang
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China
| | - Chang Cao
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China
| | - Jiale Liu
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China
| | - Yangyang Liu
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China
| | - Jinxin Lu
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China
| | - HaoYun Yu
- Suzhou Medical College, Soochow University, Suzhou, Jiangsu Province, China
| | - Xiang Li
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China
| | - Jiang Wu
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China.
| | - Zhengquan Yu
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China.
| | - Haiying Li
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China.
| | - Gang Chen
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China; Institute of Stroke Research, Soochow University, Suzhou, Jiangsu Province, China
| |
Collapse
|
7
|
Al Masri M, Corell A, Michaëlsson I, Jakola AS, Skoglund T. The glymphatic system for neurosurgeons: a scoping review. Neurosurg Rev 2024; 47:61. [PMID: 38253938 PMCID: PMC10803566 DOI: 10.1007/s10143-024-02291-6] [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: 12/07/2023] [Revised: 01/05/2024] [Accepted: 01/14/2024] [Indexed: 01/24/2024]
Abstract
The discovery of the glymphatic system has revolutionized our understanding of cerebrospinal fluid (CSF) circulation and interstitial waste clearance in the brain. This scoping review aims to synthesize the current literature on the glymphatic system's role in neurosurgical conditions and its potential as a therapeutic target. We conducted a comprehensive search in PubMed and Scopus databases for studies published between January 1, 2012, and October 31, 2023. Studies were selected based on their relevance to neurosurgical conditions and glymphatic function, with both animal and human studies included. Data extraction focused on the methods for quantifying glymphatic function and the main results. A total of 67 articles were included, covering conditions such as idiopathic normal pressure hydrocephalus (iNPH), idiopathic intracranial hypertension (IIH), subarachnoid hemorrhage (SAH), stroke, intracranial tumors, and traumatic brain injury (TBI). Significant glymphatic dysregulation was noted in iNPH and IIH, with evidence of impaired CSF dynamics and delayed clearance. SAH studies indicated glymphatic dysfunction with the potential therapeutic effects of nimodipine and tissue plasminogen activator. In stroke, alterations in glymphatic activity correlated with the extent of edema and neurological recovery. TBI studies highlighted the role of the glymphatic system in post-injury cognitive outcomes. Results indicate that the regulation of aquaporin-4 (AQP4) channels is a critical target for therapeutic intervention. The glymphatic system plays a critical role in the pathophysiology of various neurosurgical conditions, influencing brain edema and CSF dynamics. Targeting the regulation of AQP4 channels presents as a significant therapeutic strategy. Although promising, the translation of these findings into clinical practice requires further human studies. Future research should focus on establishing non-invasive biomarkers for glymphatic function and exploring the long-term effects of glymphatic dysfunction.
Collapse
Affiliation(s)
- Mohammad Al Masri
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Alba Corell
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Neurosurgery, Sahlgrenska University Hospital, Blå Stråket 5, 3 tr, SE-41345, Gothenburg, Sweden
| | - Isak Michaëlsson
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Neurosurgery, Sahlgrenska University Hospital, Blå Stråket 5, 3 tr, SE-41345, Gothenburg, Sweden
| | - Asgeir S Jakola
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Neurosurgery, Sahlgrenska University Hospital, Blå Stråket 5, 3 tr, SE-41345, Gothenburg, Sweden
| | - Thomas Skoglund
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
- Department of Neurosurgery, Sahlgrenska University Hospital, Blå Stråket 5, 3 tr, SE-41345, Gothenburg, Sweden.
| |
Collapse
|
8
|
Eide PK, Lashkarivand A, Pripp A, Valnes LM, Hovd MH, Ringstad G, Blennow K, Zetterberg H. Plasma neurodegeneration biomarker concentrations associate with glymphatic and meningeal lymphatic measures in neurological disorders. Nat Commun 2023; 14:2084. [PMID: 37045847 PMCID: PMC10097687 DOI: 10.1038/s41467-023-37685-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 03/27/2023] [Indexed: 04/14/2023] Open
Abstract
Clearance of neurotoxic brain proteins via cerebrospinal fluid (CSF) to blood has recently emerged to be crucial, and plasma biomarkers of neurodegeneration were newly introduced to predict neurological disease. This study examines in 106 individuals with neurological disorders associations between plasma biomarkers [40 and 42 amino acid-long amyloid-β (Aβ40 and Aβ42), total-tau, glial fibrillary acidic protein (GFAP), and neurofilament light (NfL)] and magnetic resonance imaging measures of CSF-mediated clearance from brain via extra-vascular pathways (proxy of glymphatic function) and CSF-to-blood clearance variables from pharmacokinetic modeling (proxy of meningeal lymphatic egress). We also examine how biomarkers vary during daytime and associate with subjective sleep quality. Plasma concentrations of neurodegeneration markers associate with indices of glymphatic and meningeal lymphatic functions in individual- and disease-specific manners, vary during daytime, but are unaffected by sleep quality. The results suggest that plasma concentrations of neurodegeneration biomarkers associate with measures of glymphatic and meningeal lymphatic function.
Collapse
Affiliation(s)
- Per Kristian Eide
- Dept. of Neurosurgery, Oslo University Hospital-Rikshospitalet, Oslo, Norway.
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Aslan Lashkarivand
- Dept. of Neurosurgery, Oslo University Hospital-Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Are Pripp
- Oslo Centre of Biostatistics and Epidemiology, Research Support Services, Oslo University Hospital, Oslo, Norway
- Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
| | - Lars Magnus Valnes
- Dept. of Neurosurgery, Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Markus Herberg Hovd
- Section for Pharmacology and Pharmaceutical Biosciences, Department of Pharmacy, University of Oslo, Oslo, Norway
| | - Geir Ringstad
- Dept. of Radiology, Oslo University Hospital-Rikshospitalet, Oslo, Norway
- Department of Geriatrics and Internal medicine, Sorlandet Hospital, Arendal, Norway
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- UW Department of Medicine, School of Medicine and Public Health, Madison, WI, USA
| |
Collapse
|