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Qin LW, Wang C, Feng XJ, Wang XH, Qin LH, Weeks C. Can cervical vascular ultrasound combined with transcranial Doppler ultrasound accurately diagnose cerebral infarction?: A protocol for a systematic review and meta-analysis. Medicine (Baltimore) 2020; 99:e19997. [PMID: 32481370 DOI: 10.1097/md.0000000000019997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND The purpose of this study is to investigate the impact of cervical vascular ultrasound (CVU) combined transcranial Doppler ultrasound (TDU) in the diagnosis of cerebral infarction (CI). METHODS The following electronic databases will be sought from PUBMED, EMBASE, Cochrane Library, PSYCINFO, Web of Science, Allied and Complementary Medicine Database, WANGFANG, VIP database, and China National Knowledge Infrastructure. The search period will cover from the initial indexing to March 1, 2020 without restrictions of language and publication status. All case-controlled studies which identifying the impact of CVU combined TDU in the diagnosis of CI will be considered. Two authors will independently perform the whole process of study selection, data extraction, and quality assessment, respectively. If any disagreements occur between two authors, we will invite a third experienced author to help solve them through discussion. Quality Assessment of Diagnostic Accuracy Studies tool will be used to check study quality, and RevMan V.5.3 software and Stata V.12.0 software will be utilized to carry out statistical analysis. RESULTS This study will summarize the most recent evidence that focusing on the impact of CVU combined TDU in the diagnosis of CI. CONCLUSION This study will provide helpful evidence to determine whether CVU combined TDU is an accurate diagnosis tool for CI or not. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42020171367.
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Affiliation(s)
| | | | | | | | - Li-Hong Qin
- First Ward of Neurology Department, First Affiliated Hospital of Jiamusi University, Jiamusi, China
| | - Christina Weeks
- Medical School, University of Edinburgh, Edinburgh, EH8 9AG, UK
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El-Sitt S, Soueid J, Maalouf K, Makhoul N, Al Ali J, Makoukji J, Asser B, Daou D, Harati H, Boustany RM. Exogenous Galactosylceramide as Potential Treatment for CLN3 Disease. Ann Neurol 2019; 86:729-742. [PMID: 31393621 DOI: 10.1002/ana.25573] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 08/05/2019] [Accepted: 08/05/2019] [Indexed: 01/26/2023]
Abstract
OBJECTIVE CLN3 disease is the commonest of the neuronal ceroid lipofuscinoses, a group of pediatric neurodegenerative disorders. Functions of the CLN3 protein include antiapoptotic properties and facilitating anterograde transport of galactosylceramide from Golgi to lipid rafts. This study confirms the beneficial effects of long-term exogenous galactosylceramide supplementation on longevity, neurobehavioral parameters, neuronal cell counts, astrogliosis, and diminution in brain and serum ceramide levels in Cln3 Δex7/8 knock-in mice. Additionally, the impact of galactosylceramide on ceramide synthesis enzymes is documented. METHODS A group of 72 mice received galactosylceramide or vehicle for 40 weeks. The effect of galactosylceramide supplementation on Cln3 Δex7/8 mice was determined by performing behavioral tests, measuring ceramide in brains and serum, and assessing impact on longevity, subunit C storage, astrogliosis, and neuronal cell counts. RESULTS Galactosylceramide resulted in enhanced grip strength of forelimbs in male and female mice, better balance on the accelerating rotarod in females, and improved motor coordination during pole climbing in male mice. Brain and serum ceramide levels as well as apoptosis rates were lower in galactosylceramide-treated Cln3 Δex7/8 mice. Galactosylceramide also increased neuronal cell counts significantly in male and female mice and tended to decrease subunit C storage in specific brain regions. Astrogliosis dropped in females compared to a slight increase in males after galactosylceramide. Galactosylceramide increased the lifespan of affected mice. INTERPRETATION Galactosylceramide improved behavioral, neuropathological, and biochemical parameters in Cln3 Δex7/8 mice, paving the way for effective therapy for CLN3 disease and use of serum ceramide as a potential biomarker to track impact of therapies. ANN NEUROL 2019;86:729-742.
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Affiliation(s)
- Sally El-Sitt
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Jihane Soueid
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Katia Maalouf
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Nadine Makhoul
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Jamal Al Ali
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Joelle Makoukji
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Bilal Asser
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Daniel Daou
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
| | - Hayat Harati
- Neuroscience Research Center, Medical School, Lebanese University, Hadath, Lebanon
| | - Rose-Mary Boustany
- Neurogenetics Program, AUBMC Special Kids Clinic and Division of Pediatric Neurology, Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut
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Methodological Aspects for Preclinical Evaluation of Gadolinium Presence in Brain Tissue: Critical Appraisal and Suggestions for Harmonization-A Joint Initiative. Invest Radiol 2019; 53:499-517. [PMID: 29659381 PMCID: PMC6092104 DOI: 10.1097/rli.0000000000000467] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Gadolinium (Gd)-based contrast agents (GBCAs) are pharmaceuticals that have been approved for 30 years and used daily in millions of patients worldwide. Their clinical benefits are indisputable. Recently, unexpected long-term presence of Gd in the brain has been reported by numerous retrospective clinical studies and confirmed in preclinical models particularly after linear GBCA (L-GBCA) compared with macrocyclic GBCA (M-GBCA). Even if no clinical consequences of Gd presence in brain tissue has been demonstrated so far, in-depth investigations on potential toxicological consequences and the fate of Gd in the body remain crucial to potentially adapt the clinical use of GBCAs, as done during the nephrogenic systemic fibrosis crisis. Preclinical models are instrumental in the understanding of the mechanism of action as well as the potential safety consequences. However, such models may be associated with risks of biases, often related to the protocol design. Selection of adequate terminology is also crucial. This review of the literature intends to summarize and critically discuss the main methodological aspects for accurate design and translational character of preclinical studies.
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Stolz L, Derouiche A, Weber F, Foerch C, Brunkhorst R. Unsupervised quantification of tissue immunofluorescence in animal models of multiple sclerosis - Instructions for use. J Neurosci Methods 2019; 320:87-97. [PMID: 30876913 DOI: 10.1016/j.jneumeth.2019.03.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 02/28/2019] [Accepted: 03/04/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND In the analysis of animal models of CNS diseases such as experimental autoimmune encephalomyelitis (EAE), immunostaining and histopathology are important readouts. However, the complex morphological features of a tissue staining are often reduced to a single measure which relies on tedious manual planimetry. Furthermore, the measure itself and co-variables such as the region being analysed are chosen in a human decision-making process, which introduces bias. NEW METHOD First aim of the present study is to provide an open-source workflow for the high-throughput, unsupervised quantification of different stainings in the spinal cord. We evaluate different EAE models, spinal cord regions and different time points of disease. By applying random forest classification, we compare different measures. RESULTS Exemplified for glial reactivity, we show that measures and variables interact and that their values are non-normally distributed, hampering the common use of parametric tests. Furthermore, we demonstrate that one-dimensional measures are insufficient descriptors for immunofluorescence data in EAE and thus need to be considered as partly invalid. COMPARISON WITH EXISTING METHODS We show in a systematic analysis of EAE studies that currently published immunohistological outcomes are highly incompatible regarding methodology and statistics. Furthermore, they lack the report of important information necessary for reproducibility and do not use unsupervised automatic analysis. CONCLUSIONS Our results discover relevant caveats in the currently used methods of immunofluorescence analysis. The provided step-by-step instructions and open-source code are intended to serve as a framework for sensitive, unbiased immunofluorescence analysis of tissue sections in translational research.
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Affiliation(s)
- Leonie Stolz
- Department of Neurology, Goethe University Hospital, Frankfurt am Main, Germany
| | - Amin Derouiche
- Institute for Anatomy II, Goethe University Hospital, Frankfurt am Main, Germany
| | - Frank Weber
- Neurologische Klinik, Sana Kliniken des Landkreises Cham, Cham, Germany
| | - Christian Foerch
- Department of Neurology, Goethe University Hospital, Frankfurt am Main, Germany
| | - Robert Brunkhorst
- Department of Neurology, Goethe University Hospital, Frankfurt am Main, Germany.
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Czeisler CM, Silva TM, Fair SR, Liu J, Tupal S, Kaya B, Cowgill A, Mahajan S, Silva PE, Wang Y, Blissett AR, Göksel M, Borniger JC, Zhang N, Fernandes‐Junior SA, Catacutan F, Alves MJ, Nelson RJ, Sundaresean V, Rekling J, Takakura AC, Moreira TS, Otero JJ. The role of PHOX2B-derived astrocytes in chemosensory control of breathing and sleep homeostasis. J Physiol 2019; 597:2225-2251. [PMID: 30707772 PMCID: PMC6462490 DOI: 10.1113/jp277082] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 01/28/2019] [Indexed: 01/07/2023] Open
Abstract
KEY POINTS The embryonic PHOX2B-progenitor domain generates neuronal and glial cells which together are involved in chemosensory control of breathing and sleep homeostasis. Ablating PHOX2B-derived astrocytes significantly contributes to secondary hypoxic respiratory depression as well as abnormalities in sleep homeostasis. PHOX2B-derived astrocyte ablation results in axonal pathologies in the retrotrapezoid nucleus. ABSTRACT We identify in mice a population of ∼800 retrotrapezoid nucleus (RTN) astrocytes derived from PHOX2B-positive, OLIG3-negative progenitor cells, that interact with PHOX2B-expressing RTN chemosensory neurons. PHOX2B-derived astrocyte ablation during early life results in adult-onset O2 chemoreflex deficiency. These animals also display changes in sleep homeostasis, including fragmented sleep and disturbances in delta power after sleep deprivation, all without observable changes in anxiety or social behaviours. Ultrastructural evaluation of the RTN demonstrates that PHOX2B-derived astrocyte ablation results in features characteristic of degenerative neuro-axonal dystrophy, including abnormally dilated axon terminals and increased amounts of synapses containing autophagic vacuoles/phagosomes. We conclude that PHOX2B-derived astrocytes are necessary for maintaining a functional O2 chemosensory reflex in the adult, modulate sleep homeostasis, and are key regulators of synaptic integrity in the RTN region, which is necessary for the chemosensory control of breathing. These data also highlight how defects in embryonic development may manifest as neurodegenerative pathology in an adult.
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Affiliation(s)
| | - Talita M. Silva
- Department of Physiology and BiophysicsInstitute of Biomedical ScienceUniversity of Sao PauloSao PauloBrazil
| | - Summer R. Fair
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Jillian Liu
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Srinivasan Tupal
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Behiye Kaya
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Aaron Cowgill
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Salil Mahajan
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Phelipe E. Silva
- Department of Physiology and BiophysicsInstitute of Biomedical ScienceUniversity of Sao PauloSao PauloBrazil
| | - Yangyang Wang
- Department of NeuroscienceThe Ohio State University College of MedicineColumbusOHUSA
- The Ohio State University Mathematical Biosciences InstituteColumbusOHUSA
| | - Angela R. Blissett
- Department of Mechanical and Aerospace EngineeringThe Ohio State University College of EngineeringColumbusOHUSA
| | - Mustafa Göksel
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Jeremy C. Borniger
- Department of NeuroscienceThe Ohio State University College of MedicineColumbusOHUSA
| | - Ning Zhang
- Department of NeuroscienceWest Virginia UniversityWVUSA
| | - Silvio A. Fernandes‐Junior
- The Ohio State University Campus Microscopy and Imaging FacilityColumbusOHUSA
- Department of PharmacologyInstitute of Biomedical ScienceUniversity of São PauloSao PauloBrazil
| | - Fay Catacutan
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Michele J. Alves
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | | | - Vishnu Sundaresean
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
| | - Jens Rekling
- Department of NeuroscienceUniversity of CopenhagenCopenhagenDenmark
| | - Ana C. Takakura
- Department of PharmacologyInstitute of Biomedical ScienceUniversity of São PauloSao PauloBrazil
| | - Thiago S. Moreira
- Department of Physiology and BiophysicsInstitute of Biomedical ScienceUniversity of Sao PauloSao PauloBrazil
| | - José J. Otero
- Department of PathologyThe Ohio State University College of MedicineColumbusOHUSA
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McNeal DW, Brandner DD, Gong X, Postupna NO, Montine TJ, Keene CD, Back SA. Unbiased Stereological Analysis of Reactive Astrogliosis to Estimate Age-Associated Cerebral White Matter Injury. J Neuropathol Exp Neurol 2016; 75:539-54. [PMID: 27142644 PMCID: PMC6250206 DOI: 10.1093/jnen/nlw032] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 03/10/2016] [Accepted: 03/12/2016] [Indexed: 12/31/2022] Open
Abstract
Cerebral white matter injury (WMI) contributes to cognitive dysfunction associated with pathological aging. Because reactive astrocyte-related factors contribute to remyelination failure after WMI, we sought accurate, cost-effective, and reproducible histopathological approaches for quantification of morphometric features of reactive astrogliosis in aged human white matter in patients with vascular brain injury (VBI). We compared 7 distinct approaches to quantify the features of glial fibrillary acidic protein (GFAP)-labeled astrocytes in the prefrontal white matter of brains from patients with VBI (n = 17, mean age 88.8 years) and controls that did not exhibit VBI (n = 11, mean age 86.6 years). Only modern stereological techniques (ie, optical fractionator and spaceballs) and virtual process thickness measurements demonstrated significant changes in astrocyte number, process length, or proximal process thickness in cases with VBI relative to controls. The widely employed methods of neuropathological scoring, antibody capture assay (histelide), area fraction fractionator, and Cavalieri point counting failed to detect significant differences in GFAP expression between the groups. Unbiased stereological approaches and virtual thickness measurements provided the only sensitive and accurate means to quantify astrocyte reactivity as a surrogate marker of WMI in human brains with VBI.
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Affiliation(s)
- David W McNeal
- From the Department of Pediatrics, Oregon Health & Science University, Portland, Oregon (DWM, DDB, XG, SAB); Department of Neurology, Oregon Health & Science University, Portland, Oregon (SAB); and Department of Pathology, University of Washington, Seattle, Washington, District of Columbia (NOP, TJM, CDK).
| | - Dieter D Brandner
- From the Department of Pediatrics, Oregon Health & Science University, Portland, Oregon (DWM, DDB, XG, SAB); Department of Neurology, Oregon Health & Science University, Portland, Oregon (SAB); and Department of Pathology, University of Washington, Seattle, Washington, District of Columbia (NOP, TJM, CDK)
| | - Xi Gong
- From the Department of Pediatrics, Oregon Health & Science University, Portland, Oregon (DWM, DDB, XG, SAB); Department of Neurology, Oregon Health & Science University, Portland, Oregon (SAB); and Department of Pathology, University of Washington, Seattle, Washington, District of Columbia (NOP, TJM, CDK)
| | - Nadia O Postupna
- From the Department of Pediatrics, Oregon Health & Science University, Portland, Oregon (DWM, DDB, XG, SAB); Department of Neurology, Oregon Health & Science University, Portland, Oregon (SAB); and Department of Pathology, University of Washington, Seattle, Washington, District of Columbia (NOP, TJM, CDK)
| | - Thomas J Montine
- From the Department of Pediatrics, Oregon Health & Science University, Portland, Oregon (DWM, DDB, XG, SAB); Department of Neurology, Oregon Health & Science University, Portland, Oregon (SAB); and Department of Pathology, University of Washington, Seattle, Washington, District of Columbia (NOP, TJM, CDK)
| | - C Dirk Keene
- From the Department of Pediatrics, Oregon Health & Science University, Portland, Oregon (DWM, DDB, XG, SAB); Department of Neurology, Oregon Health & Science University, Portland, Oregon (SAB); and Department of Pathology, University of Washington, Seattle, Washington, District of Columbia (NOP, TJM, CDK)
| | - Stephen A Back
- From the Department of Pediatrics, Oregon Health & Science University, Portland, Oregon (DWM, DDB, XG, SAB); Department of Neurology, Oregon Health & Science University, Portland, Oregon (SAB); and Department of Pathology, University of Washington, Seattle, Washington, District of Columbia (NOP, TJM, CDK)
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The Severity of Gliosis in Hippocampal Sclerosis Correlates with Pre-Operative Seizure Burden and Outcome After Temporal Lobectomy. Mol Neurobiol 2015; 53:5446-56. [PMID: 26452360 DOI: 10.1007/s12035-015-9465-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 09/28/2015] [Indexed: 10/22/2022]
Abstract
Astrogliosis and microgliosis in hippocampal sclerosis (HS) are widespread and are postulated to contribute to the pro-excitatory neuropathological environment. This study aimed to establish if seizure burden at the time of surgery or post-surgical outcome were correlated with the extent of gliosis in HS. As a secondary aim, we wanted to determine if the degree of gliosis could be predicted by pre-operative neuroimaging.Children and adults who underwent epilepsy surgery for HS between 2002 and 2011 were recruited (n = 43), and age-matched autopsy controls obtained (n = 15). Temporal lobe specimens were examined by DAB immunohistochemistry for astrocytes (glial fibrillary acidic protein (GFAP)) and microglia (CD68). Cell counting for GFAP and CD68 was performed and quantitative densitometry undertaken for GFAP. Seizure variables and outcome (Engel) were determined through medical record and patient review. Seizure frequency in the 6 months prior to surgery was measured to reflect the acute seizure burden. Duration of seizures, age at onset and age at operation were regarded to reflect chronic seizure burden. Focal, lobar and generalized atrophy on pre-operative MRI were independently correlated with the degree of cortical gliosis in the surgical specimen.In HS, both acute and chronic seizure burden were positively correlated with the degree of gliosis. An increase in reactive astrocyte number in CA3 was the strongest predictor of poor post-operative seizure outcome at 1 and 3 years post-operatively in this cohort. Changes in lower cortical astrocyte and upper cortical microglial number also correlated with post-operative outcome at 1 year. Post-surgical seizure outcome (1, 3 and 5 years) did not otherwise correlate with GFAP immunoreactivity (GFAP-IR) or CD68 immunoreactivity (CD68-IR). Increased microglial activation was detected in patients with pre-operative bilateral convulsive seizures, compared to those without convulsive seizures. Furthermore, focal, lobar and generalized atrophy on pre-operative neuroimaging were independently correlated with the degree of cortical gliosis in the surgical specimen.
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Petzold A. Glial fibrillary acidic protein is a body fluid biomarker for glial pathology in human disease. Brain Res 2015; 1600:17-31. [DOI: 10.1016/j.brainres.2014.12.027] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 12/01/2014] [Indexed: 12/20/2022]
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Meadowcroft MD, Mutic NJ, Bigler DC, Wang JL, Simmons Z, Connor JR, Yang QX. Histological-MRI correlation in the primary motor cortex of patients with amyotrophic lateral sclerosis. J Magn Reson Imaging 2015; 41:665-75. [PMID: 24615949 PMCID: PMC4145061 DOI: 10.1002/jmri.24582] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2013] [Accepted: 01/10/2014] [Indexed: 11/12/2022] Open
Abstract
PURPOSE To establish the relationship between ALS histopathology and quantitative MRI metrics. MATERIALS AND METHODS ALS patients (N = 8) in advanced stages of the disease were enrolled and, immediately after death, the brain of each patient was removed. Freshly excised ALS tissue was imaged at 3.0 Tesla with T1 and T2 mapping protocols and subsequently stained with astrocyte, myelin, and neuronal markers. Measures of ALS histological stains were compared with the internal control (primary visual cortex) and longitudinal parametric maps. RESULTS Post-mortem T1 -weighted images demonstrate diminished contrast between gray and white matter and alterations in T1 relaxation within the primary motor cortex. An increase in astrocyte number and reactivity as well as evident neuronal loss, a decrease in axonal density, and unraveling of the myelin sheaths in subcortical white matter were found in the ALS primary motor cortex exhibiting significant T1 relaxation and contrast changes. CONCLUSION This study provides a histopathological basis for differences in MR T1 contrast and relaxation seen in the ALS brain.
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Affiliation(s)
- Mark D. Meadowcroft
- Department of Neurosurgery, The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
- Department of Radiology (Center for NMR Research), The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - Nathan J. Mutic
- Department of Radiology (Center for NMR Research), The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - Don C. Bigler
- Department of Radiology (Center for NMR Research), The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - Jian-li Wang
- Department of Radiology (Center for NMR Research), The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - Zachary Simmons
- Department of Neurology, The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - James R. Connor
- Department of Neurosurgery, The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - Qing X. Yang
- Department of Radiology (Center for NMR Research), The Pennsylvania State University – College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania
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