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Liu XG, Hua Q, Peng TT, Chang KX, Deng CG, Zhang JN, Yan XY, Wang CX, Yan K, Cai QY, Tan Y. Histomorphological analysis of perfusion parameters and CNS lymphatic vessels in mice: an experimental method study. Neuroreport 2024; 35:160-169. [PMID: 38305109 DOI: 10.1097/wnr.0000000000001992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
Abstract
To investigate the distribution and characteristics of lymphatic vessels within the central nervous system, we focus on the meninges of the spinal cord and brain parenchyma in mice. Additionally, we aim to provide experimental methods for obtaining optimal imaging and clear structures of lymphatic vessels, while optimizing the perfusion parameters to improve histomorphological quality. Male C57BL/6J mice were randomly divided into four groups, with each group assigned a specific perfusion parameter based on perfusion volumes and temperatures. Immunofluorescence staining of lymphatics and blood vessels was performed on both meningeal and the brain tissue samples. Statistical analysis was performed using one-way analysis of variance to compare the groups, and a significant level of P < 0.05 was considered statistically significant. Our study reports the presence of lymphatic vessels in the meninges of the spinal cord and brain parenchyma in mice. We highlight the crucial role of high perfusion volume of paraformaldehyde with low temperature in fixation for achieving optimal results. We provide experimental methods for obtaining optimal imaging and clear structures of lymphatic vessels in the meninges of the spinal cord and brain parenchyma in mice, which contribute to our understanding of the distribution and characteristics of lymphatic vessels within the central nervous system. Further research is warranted to explore the functional implications of these lymphatic vessels and their potential therapeutic significance in neurodegenerative and neuroinflammatory diseases.
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Affiliation(s)
- Xiao-Ge Liu
- School of Acupuncture-Moxibustion and Tuina,School of Life Science,Beijing University of Chinese Medicine, Beijing, China
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Pan S, Koleske JP, Koller GM, Halupnik GL, Alli AHO, Koneru S, DeFreitas D, Ramagiri S, Strahle JM. Postnatal meningeal CSF transport is primarily mediated by the arachnoid and pia maters and is not altered after intraventricular hemorrhage-posthemorrhagic hydrocephalus. Fluids Barriers CNS 2024; 21:4. [PMID: 38191402 PMCID: PMC10773070 DOI: 10.1186/s12987-023-00503-7] [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: 08/10/2023] [Accepted: 12/12/2023] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND CSF has long been accepted to circulate throughout the subarachnoid space, which lies between the arachnoid and pia maters of the meninges. How the CSF interacts with the cellular components of the developing postnatal meninges including the dura, arachnoid, and pia of both the meninges at the surface of the brain and the intracranial meninges, prior to its eventual efflux from the cranium and spine, is less understood. Here, we characterize small and large CSF solute distribution patterns along the intracranial and surface meninges in neonatal rodents and compare our findings to meningeal CSF solute distribution in a rodent model of intraventricular hemorrhage-posthemorrhagic hydrocephalus. We also examine CSF solute interactions with the tela choroidea and its pial invaginations into the choroid plexuses of the lateral, third, and fourth ventricles. METHODS 1.9-nm gold nanoparticles, 15-nm gold nanoparticles, or 3 kDa Red Dextran Tetramethylrhodamine constituted in aCSF were infused into the right lateral ventricle of P7 rats to track CSF circulation. 10 min post-1.9-nm gold nanoparticle and Red Dextran Tetramethylrhodamine injection and 4 h post-15-nm gold nanoparticle injection, animals were sacrificed and brains harvested for histologic analysis to identify CSF tracer localization in the cranial and spine meninges and choroid plexus. Spinal dura and leptomeninges (arachnoid and pia) wholemounts were also evaluated. RESULTS There was significantly less CSF tracer distribution in the dura compared to the arachnoid and pia maters in neonatal rodents. Both small and large CSF tracers were transported intracranially to the arachnoid and pia mater of the perimesencephalic cisterns and tela choroidea, but not the falx cerebri. CSF tracers followed a similar distribution pattern in the spinal meninges. In the choroid plexus, there was large CSF tracer distribution in the apical surface of epithelial cells, and small CSF tracer along the basolateral surface. There were no significant differences in tracer intensity in the intracranial meninges of control vs. intraventricular hemorrhage-posthemorrhagic hydrocephalus (PHH) rodents, indicating preserved meningeal transport in the setting of PHH. CONCLUSIONS Differential CSF tracer handling by the meninges suggests that there are distinct roles for CSF handling between the arachnoid-pia and dura maters in the developing brain. Similarly, differences in apical vs. luminal choroid plexus CSF handling may provide insight into particle-size dependent CSF transport at the CSF-choroid plexus border.
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Affiliation(s)
- Shelei Pan
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Joshua P Koleske
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Gretchen M Koller
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Grace L Halupnik
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Abdul-Haq O Alli
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Shriya Koneru
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Dakota DeFreitas
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Sruthi Ramagiri
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Jennifer M Strahle
- Department of Neurosurgery, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63110, USA.
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Peng T, Xie Y, Liu F, Lian Y, Xie Y, Ma Y, Wang C, Xie N. The cerebral lymphatic drainage system and its implications in epilepsy. J Neurosci Res 2024; 102:e25267. [PMID: 38284855 DOI: 10.1002/jnr.25267] [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: 07/08/2023] [Revised: 09/18/2023] [Accepted: 10/08/2023] [Indexed: 01/30/2024]
Abstract
The central nervous system has long been thought to lack a clearance system similar to the peripheral lymphatic system. Therefore, the clearance of metabolic waste in the central nervous system has been a subject of great interest in neuroscience. Recently, the cerebral lymphatic drainage system, including the parenchymal clearance system and the meningeal lymphatic network, has attracted considerable attention. It has been extensively studied in various neurological disorders. Solute accumulation and neuroinflammation after epilepsy impair the blood-brain barrier, affecting the exchange and clearance between cerebrospinal fluid and interstitial fluid. Restoring their normal function may improve the prognosis of epilepsy. However, few studies have focused on providing a comprehensive overview of the brain clearance system and its significance in epilepsy. Therefore, this review addressed the structural composition, functions, and methods used to assess the cerebral lymphatic system, as well as the neglected association with epilepsy, and provided a theoretical basis for therapeutic approaches in epilepsy.
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Affiliation(s)
- Tingting Peng
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
- Academy of Medical Sciences of Zhengzhou University, Zhengzhou, P.R. China
| | - Yinyin Xie
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
- Academy of Medical Sciences of Zhengzhou University, Zhengzhou, P.R. China
| | - Fengxia Liu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Yajun Lian
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Yi Xie
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Yunqing Ma
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Cui Wang
- Key Clinical Laboratory of Henan Province, Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Nanchang Xie
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
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Pan S, Koleske J, Koller GM, Halupnik GL, Alli AHO, Koneru S, DeFreitas D, Ramagiri U, Strahle JM. Meningeal CSF transport is primarily mediated by the arachnoid and pia maters during development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.10.552826. [PMID: 37645776 PMCID: PMC10461931 DOI: 10.1101/2023.08.10.552826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Background The recent characterization of the glymphatic system and meningeal lymphatics has re-emphasized the role of the meninges in facilitating CSF transport and clearance. Here, we characterize small and large CSF solute distribution patterns along the intracranial and surface meninges in neonatal rodents and compare our findings to a rodent model of intraventricular hemorrhage-posthemorrhagic hydrocephalus. We also examine CSF interactions with the tela choroidea and its pial invaginations into the choroid plexuses of the lateral, third, and fourth ventricles. Methods 1.9-nm gold nanoparticles, 15-nm gold nanoparticles, or 3 kDa Red Dextran Tetramethylrhodamine constituted in aCSF were infused into the right lateral ventricle of P7 rats to track CSF circulation. 10 minutes post-1.9-nm gold nanoparticle and Red Dextran Tetramethylrhodamine injection and 4 hours post-15-nm gold nanoparticle injection, animals were sacrificed and brains harvested for histologic analysis to identify CSF tracer localization in the cranial and spine meninges and choroid plexus. Spinal dura and leptomeninges (arachnoid and pia) wholemounts were also performed. Results There was significantly less CSF tracer distribution in the dura compared to the arachnoid and pia maters in neonatal rodents. Both small and large CSF tracers were transported intracranially to the arachnoid and pia mater of the perimesencephalic cisterns and tela choroidea, but not the dura mater of the falx cerebri. CSF tracers followed a similar distribution pattern in the spinal meninges. In the choroid plexus, there was large CSF tracer distribution in the apical surface of epithelial cells, and small CSF tracer along the basolateral surface. There were no significant differences in tracer intensity in the intracranial meninges of control vs. intraventricular hemorrhage-posthemorrhagic hydrocephalus (PHH) rodents, indicating preserved meningeal transport in the setting of PHH. Conclusions Differential CSF tracer handling by the leptomeninges suggests that there are distinct roles for CSF handling between the arachnoid-pia and dura maters in the developing brain. Similarly, differences in apical vs. luminal choroid plexus CSF handling may provide insight into particle-size dependent CSF transport at the CSF-choroid plexus border.
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Wang YY, Glinskii OV, Bunyak F, Palaniappan K. Ensemble of Deep Learning Cascades for Segmentation of Blood Vessels in Confocal Microscopy Images. IEEE APPLIED IMAGERY PATTERN RECOGNITION WORKSHOP : [PROCEEDINGS]. IEEE APPLIED IMAGERY PATTERN RECOGNITION WORKSHOP 2021; 2021:10.1109/aipr52630.2021.9762193. [PMID: 35506042 PMCID: PMC9060211 DOI: 10.1109/aipr52630.2021.9762193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Detection, segmentation, and quantification of microvascular structures are the main steps towards studying microvascular remodeling. Combined with appropriate staining, confocal microscopy imaging enables exploration of the full 3D anatomical characteristics of microvascular systems. Segmentation of confocal microscopy images is a challenging task due to complexity of anatomical structures, staining and imaging issues, and lack of annotated training data. In this paper, we propose a deep learning system for robust segmentation of cranial vasculature of mice in confocal microscopy images. The proposed system is an ensemble of two deep-learning cascades consisting of two coarse-to-fine subnetworks with skip connections in between. One cascade aims to improve sensitivity, while the other aims to improve precision of the segmentation results. Our experiments on mice cranial vasculature showed promising results achieving segmentation accuracy of 92.02% and dice score of 81.45% despite being trained on very limited confocal microscopy data.
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Affiliation(s)
- Yang Yang Wang
- Department of Electrical Engineering and Computer Science, University of Missouri-Columbia, MO, USA
| | - O V Glinskii
- Department of Medical Pharmacology and Physiology, University of Missouri-Columbia, MO, USA
- Dalton Cardiovascular Research Center, University of Missouri-Columbia, MO, USA
| | - Filiz Bunyak
- Department of Electrical Engineering and Computer Science, University of Missouri-Columbia, MO, USA
| | - Kannappan Palaniappan
- Department of Electrical Engineering and Computer Science, University of Missouri-Columbia, MO, USA
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Chen JW, Xu JC, Malkasian D, Perez-Rosendahl MA, Tran DK. The Mini-Craniotomy for cSDH Revisited: New Perspectives. Front Neurol 2021; 12:660885. [PMID: 34025564 PMCID: PMC8134699 DOI: 10.3389/fneur.2021.660885] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 03/25/2021] [Indexed: 01/04/2023] Open
Abstract
Background: Chronic subdural hematomas (cSDH) are increasingly prevalent worldwide with the increased aging population and anticoagulant use. Different surgical, medical, and endovascular treatments have had varying success rates. Primary neurosurgical interventions include burr hole drainage of the cSDH and mini-craniotomies/craniotomies with or without fenestration of the inner membrane. A key assessment of the success or failure of cSDH treatments has been symptomatic recurrence rates which have historically ranged from 5 to 30%. Pre-operative prediction of the inner subdural membrane by CT scan was used to guide our decision to perform mini-craniotomies. Release of the inner membrane facilitates the expansion of the brain and likely improves glymphatic flow. Methods: Consecutive mini-craniotomies (N = 34) for cSDH evacuation performed by a single neurosurgeon at a quaternary academic medical center/Level I trauma center from July 2018-September 2020 were retrospectively reviewed. Patient characteristics [age, gender, presenting GCS, GOS, initial CTs noting the inner subdural membrane, midline shift (MLS), cSDH width, inner membrane fenestration, cSDH recurrence, post-operative seizures, infections, length of stay] were extracted from the EMR. Results: Twenty nine patients had mini-craniotomies as primary treatment of the cSDH. Mean age = 68.9 ± 19.7 years (range 22–102), mean pre-operative GCS = 14.5 ± 1.1, mean MLS = 6.75 ± 4.2 mm, and mean maximum thickness of cSDH = 17.7 ± 6.0 mm. Twenty four were unilateral, five bilateral, 34 total craniotomies were performed. Thirty three had inner membrane signs on pre-operative head CTs and an inner subdural membrane was fenestrated in all cases except for the one craniotomy that didn't show these characteristic CT findings. Mean operating time = 79.5 ± 26.0 min. Radiographic and clinical improvement occurred in all patients. Mean improvement in MLS = 3.85 ± 2.69. There were no symptomatic recurrences, re-operations, surgical site infections, or deaths during the 6 months of follow-up. One patient was treated for post-operative seizures with AEDs for 6 months. Conclusion: Pre-operative CT scans demonstrating inner subdural membranes may guide one to target the treatment to allow release of this tension band. Mini-craniotomy with careful fenestration of the inner membrane is very effective for this. Brain re-expansion and re-establishment of normal brain interstitial flow may be important in long term outcomes with cSDH and may be related to the recent interests in brain glymphatics and dural lymphatics.
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Affiliation(s)
- Jefferson W Chen
- Department of Neurological Surgery, University of California, Irvine, Orange, CA, United States
| | - Jordan C Xu
- Department of Neurological Surgery, University of California, Irvine, Orange, CA, United States
| | - Dennis Malkasian
- Department of Neurological Surgery, University of California, Irvine, Orange, CA, United States
| | - Mari A Perez-Rosendahl
- Neuropathology Division, Department of Pathology, University of California, Irvine, Orange, CA, United States
| | - Diem Kieu Tran
- Department of Neurological Surgery, University of California, Irvine, Orange, CA, United States
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Shuvo MH, Kassim YM, Bunyak F, Glinskii OV, Xie L, Glinsky VV, Huxley VH, Thakkar MM, Palaniappan K. Multi-focus Image Fusion for Confocal Microscopy Using U-Net Regression Map. PROCEEDINGS OF THE ... IAPR INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION 2021; 2020:4317-4323. [PMID: 34651146 PMCID: PMC8513773 DOI: 10.1109/icpr48806.2021.9412122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Characterizing the spatial relationship between blood vessel and lymphatic vascular structures, in the mice dura mater tissue, is useful for modeling fluid flows and changes in dynamics in various disease processes. We propose a new deep learning-based approach to fuse a set of multi-channel single-focus microscopy images within each volumetric z-stack into a single fused image that accurately captures as much of the vascular structures as possible. The red spectral channel captures small blood vessels and the green fluorescence channel images lymphatics structures in the intact dura mater attached to bone. The deep architecture Multi-Channel Fusion U-Net (MCFU-Net) combines multi-slice regression likelihood maps of thin linear structures using max pooling for each channel independently to estimate a slice-based focus selection map. We compare MCFU-Net with a widely used derivative-based multi-scale Hessian fusion method [8]. The multi-scale Hessian-based fusion produces dark-halos, non-homogeneous backgrounds and less detailed anatomical structures. Perception based no-reference image quality assessment metrics PIQUE, NIQE, and BRISQUE confirm the effectiveness of the proposed method.
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Affiliation(s)
- Maruf Hossain Shuvo
- Computational Imaging and VisAnalysis (CIVA) Lab, Department of Electrical Engineering and Computer Science, University of Missouri-Columbia, MO 65211 USA
| | - Yasmin M Kassim
- Computational Imaging and VisAnalysis (CIVA) Lab, Department of Electrical Engineering and Computer Science, University of Missouri-Columbia, MO 65211 USA
| | - Filiz Bunyak
- Computational Imaging and VisAnalysis (CIVA) Lab, Department of Electrical Engineering and Computer Science, University of Missouri-Columbia, MO 65211 USA
| | - Olga V Glinskii
- Department of Medical Pharmacology and Physiology, University of Missouri-Columbia, MO 65211 USA
- National Center for Gender Physiology, Dalton Cardiovascular Research Center, University of Missouri-Columbia, MO 65211 USA
| | - Leike Xie
- National Center for Gender Physiology, Dalton Cardiovascular Research Center, University of Missouri-Columbia, MO 65211 USA
| | - Vladislav V Glinsky
- Department of Pathology and Anatomical Sciences, University of Missouri-Columbia, MO 65211 USA
- National Center for Gender Physiology, Dalton Cardiovascular Research Center, University of Missouri-Columbia, MO 65211 USA
| | - Virginia H Huxley
- Department of Medical Pharmacology and Physiology, University of Missouri-Columbia, MO 65211 USA
- National Center for Gender Physiology, Dalton Cardiovascular Research Center, University of Missouri-Columbia, MO 65211 USA
| | - Mahesh M Thakkar
- Department of Neurology, University of Missouri-Columbia, MO 65211 USA
| | - Kannappan Palaniappan
- Computational Imaging and VisAnalysis (CIVA) Lab, Department of Electrical Engineering and Computer Science, University of Missouri-Columbia, MO 65211 USA
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