1
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van den Kerkhof M, Voorter PHM, Canjels LPW, de Jong JJA, van Oostenbrugge RJ, Kroon AA, Jansen JFA, Backes WH. Time-efficient measurement of subtle blood-brain barrier leakage using a T 1 mapping MRI protocol at 7 T. Magn Reson Med 2020; 85:2761-2770. [PMID: 33349996 PMCID: PMC7898690 DOI: 10.1002/mrm.28629] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 11/10/2020] [Accepted: 11/10/2020] [Indexed: 12/22/2022]
Abstract
Purpose Blood–brain barrier (BBB) disruption is commonly measured with DCE‐MRI using continuous dynamic scanning. For precise measurement of subtle BBB leakage, a long acquisition time (>20 minutes) is required. As extravasation of the contrast agent is slow, discrete sampling at strategic time points might be beneficial, and gains scan time for additional sequences. Here, we aimed to explore the feasibility of a sparsely sampled MRI protocol at 7 T. Methods The scan protocol consisted of a precontrast quantitative T1 measurement, using an MP2RAGE sequence, and after contrast agent injection, a fast‐sampling dynamic gradient‐echo perfusion scan and two postcontrast quantitative T1 measurements were applied. Simulations were conducted to determine the optimal postcontrast sampling time points for measuring subtle BBB leakage. The graphical Patlak approach was used to quantify the leakage rate (Ki) and blood plasma volume (vp) of normal‐appearing white and gray matter. Results The simulations showed that two postcontrast T1 maps are sufficient to detect subtle leakage, and most sensitive when the last T1 map is acquired late, approximately 30 minutes, after contrast agent administration. The in vivo measurements found Ki and vp values in agreement with other studies, and significantly higher values in gray matter compared with white matter (both p = .04). Conclusion The sparsely sampled protocol was demonstrated to be sensitive to quantify subtle BBB leakage, despite using only three T1 maps. Due to the time‐efficiency of this method, it will become more feasible to incorporate BBB leakage measurements in clinical research MRI protocols.
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Affiliation(s)
- Marieke van den Kerkhof
- Department of Radiology & Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Paulien H M Voorter
- Department of Radiology & Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Lisanne P W Canjels
- Department of Radiology & Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.,Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Joost J A de Jong
- Department of Radiology & Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Robert J van Oostenbrugge
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.,Department of Neurology, Maastricht University Medical Center, Maastricht, the Netherlands.,Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands
| | - Abraham A Kroon
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands.,Department of Internal Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Jacobus F A Jansen
- Department of Radiology & Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.,Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Walter H Backes
- Department of Radiology & Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.,Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands
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2
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Grajauskas LA, Frizzell T, Song X, D'Arcy RCN. White Matter fMRI Activation Cannot Be Treated as a Nuisance Regressor: Overcoming a Historical Blind Spot. Front Neurosci 2019; 13:1024. [PMID: 31636527 PMCID: PMC6787144 DOI: 10.3389/fnins.2019.01024] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 09/09/2019] [Indexed: 12/19/2022] Open
Abstract
Despite past controversies, increasing evidence has led to acceptance that white matter activity is detectable using functional magnetic resonance imaging (fMRI). In spite of this, advanced analytic methods continue to be published that reinforce a historic bias against white matter activation by using it as a nuisance regressor. It is important that contemporary analyses overcome this blind spot in whole brain functional imaging, both to ensure that newly developed noise regression techniques are accurate, and to ensure that white matter, a vital and understudied part of the brain, is not ignored in functional neuroimaging studies.
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Affiliation(s)
- Lukas A Grajauskas
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.,Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,ImageTech Lab, Surrey Memorial Hospital, Fraser Health, Surrey, BC, Canada
| | - Tory Frizzell
- ImageTech Lab, Surrey Memorial Hospital, Fraser Health, Surrey, BC, Canada.,Faculty of Applied Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Xiaowei Song
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.,ImageTech Lab, Surrey Memorial Hospital, Fraser Health, Surrey, BC, Canada
| | - Ryan C N D'Arcy
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.,ImageTech Lab, Surrey Memorial Hospital, Fraser Health, Surrey, BC, Canada.,Faculty of Applied Sciences, Simon Fraser University, Burnaby, BC, Canada.,Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
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3
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Varatharaj A, Liljeroth M, Darekar A, Larsson HB, Galea I, Cramer SP. Blood-brain barrier permeability measured using dynamic contrast-enhanced magnetic resonance imaging: a validation study. J Physiol 2019; 597:699-709. [PMID: 30417928 PMCID: PMC6355631 DOI: 10.1113/jp276887] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Accepted: 11/07/2018] [Indexed: 01/29/2023] Open
Abstract
KEY POINTS The blood-brain barrier (BBB) is an important and dynamic structure which contributes to homeostasis in the central nervous system. BBB permeability changes occur in health and disease but measurement of BBB permeability in humans is not straightforward. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) can be used to model the movement of gadolinium contrast into the brain, expressed as the influx constant Ki . Here evidence is provided that Ki as measured by DCE-MRI behaves as expected for a marker of overall BBB leakage. These results support the use of DCE-MRI for in vivo studies of human BBB permeability in health and disease. ABSTRACT Blood-brain barrier (BBB) leakage can be measured using dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) as the influx constant Ki . To validate this method we compared measured Ki with biological expectations, namely (1) higher Ki in healthy individual grey matter (GM) versus white matter (WM), (2) GM/WM cerebral blood volume (CBV) ratio close to the histologically established GM/WM vascular density ratio, (3) higher Ki in visibly enhancing multiple sclerosis (MS) lesions versus MS normal appearing white matter (NAWM), and (4) higher Ki in MS NAWM versus healthy individual NAWM. We recruited 13 healthy individuals and 12 patients with MS and performed whole-brain 3D DCE-MRI at 3 T. Ki and CBV were calculated using Patlak modelling for manual regions of interest (ROI) and segmented tissue masks. Ki was higher in control GM versus WM (P = 0.001). CBV was higher in GM versus WM (P = 0.005, mean ratio 1.9). Ki was higher in visibly enhancing MS lesions versus MS NAWM (P = 0.002), and in MS NAWM versus controls (P = 0.014). Bland-Altman analysis showed no significant difference between ROI and segmentation methods (P = 0.638) and an intra-class correlation coefficient showed moderate single measure consistency (0.610). Ki behaves as expected for a compound marker of permeability and surface area. The GM/WM CBV ratio measured by this technique is in agreement with the literature. This adds evidence to the validity of Ki measured by DCE-MRI as a marker of overall BBB leakage.
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Affiliation(s)
- Aravinthan Varatharaj
- Clinical NeurosciencesClinical and Experimental SciencesFaculty of MedicineUniversity of SouthamptonSouthamptonUK
| | - Maria Liljeroth
- Department of Medical PhysicsUniversity Hospital Southampton NHS Foundation TrustSouthamptonUK
| | - Angela Darekar
- Department of Medical PhysicsUniversity Hospital Southampton NHS Foundation TrustSouthamptonUK
| | - Henrik B.W. Larsson
- Functional Imaging UnitDepartment of Clinical PhysiologyNuclear Medicine and PET, RigshospitaletCopenhagenDenmark
| | - Ian Galea
- Clinical NeurosciencesClinical and Experimental SciencesFaculty of MedicineUniversity of SouthamptonSouthamptonUK
| | - Stig P. Cramer
- Functional Imaging UnitDepartment of Clinical PhysiologyNuclear Medicine and PET, RigshospitaletCopenhagenDenmark
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4
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Schnieder TP, Zhou Qin ID, Trencevska-Ivanovska I, Rosoklija G, Stankov A, Pavlovski G, Mann JJ, Dwork AJ. Blood Vessels and Perivascular Phagocytes of Prefrontal White and Gray Matter in Suicide. J Neuropathol Exp Neurol 2019; 78:15-30. [PMID: 30496451 PMCID: PMC6289219 DOI: 10.1093/jnen/nly103] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Inflammatory processes may contribute to psychiatric disorders and suicide. Earlier, we reported greater densities of perivascular phagocytes in dorsal prefrontal white matter (DPFWM) in suicide than in non-suicide deaths. To distinguish between greater vascularity and greater coverage of vessels by perivascular phagocytes, and to determine whether the excess of perivascular phagocytes is derived from microglia or from non-parenchymal immune cells, we made stereological estimates of vascular surface area density (AVTOTAL) by staining for glucose transporter Glut-1, and the fraction of vascular surface area (AF) immunoreactive (IR) for CD163 (CD163 AF) in dorsal and ventral prefrontal white and gray matter. Manner of death or psychiatric diagnosis showed no association with CD163 AF in any region. Suicide was associated with a lower AVTOTAL compared with non-suicides in DPFWM (p = 0.018) but not with AVTOTAL in the 3 other regions of interest. Thus, the earlier observation of increased density of perivascular phagocytes in DPFWM after suicide cannot be attributed to infiltration by peripheral monocytes or to increased vascularity. Greater AVTOTAL ventrally than dorsally (p = 0.002) was unique to suicide and white matter.
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Affiliation(s)
- Tatiana P Schnieder
- Division of Molecular Imaging and Neuropathology, Department of Psychiatry, Columbia University, New York, New York
- New York State Psychiatric Institute, New York, New York
| | - Isaiah D Zhou Qin
- Columbia University School of Professional Studies, Columbia University, New York, New York
| | | | - Gorazd Rosoklija
- Division of Molecular Imaging and Neuropathology, Department of Psychiatry, Columbia University, New York, New York
- New York State Psychiatric Institute, New York, New York
- Macedonian Academy of Sciences and Arts, Skopje, R. Macedonia
| | - Aleksandar Stankov
- School of Medicine, University “Ss.Cyril and Methodius”, Skopje, R. Macedonia
| | - Goran Pavlovski
- School of Medicine, University “Ss.Cyril and Methodius”, Skopje, R. Macedonia
| | - J John Mann
- Division of Molecular Imaging and Neuropathology, Department of Psychiatry, Columbia University, New York, New York
- New York State Psychiatric Institute, New York, New York
| | - Andrew J Dwork
- Division of Molecular Imaging and Neuropathology, Department of Psychiatry, Columbia University, New York, New York
- New York State Psychiatric Institute, New York, New York
- Macedonian Academy of Sciences and Arts, Skopje, R. Macedonia
- Department of Pathology and Cell Biology, Columbia University, New York, New York
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5
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Kennel P, Fonta C, Guibert R, Plouraboué F. Analysis of vascular homogeneity and anisotropy on high-resolution primate brain imaging. Hum Brain Mapp 2017; 38:5756-5777. [PMID: 28845885 PMCID: PMC6866716 DOI: 10.1002/hbm.23766] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Revised: 07/28/2017] [Accepted: 08/02/2017] [Indexed: 12/30/2022] Open
Abstract
Using a systematic investigation of brain blood volume, in high-resolution synchrotron 3D images of microvascular structures within cortical regions of a primate brain, we challenge several basic questions regarding possible vascular bias in high-resolution functional neuroimaging. We present a bilateral comparison of cortical regions, where we analyze relative vascular volume in voxels from 150 to 1000 μm side lengths in the white and grey matter. We show that, if voxel size reaches a scale smaller than 300 µm, the vascular volume can no longer be considered homogeneous, either within one hemisphere or in bilateral comparison between samples. We demonstrate that voxel size influences the comparison between vessel-relative volume distributions depending on the scale considered (i.e., hemisphere, lobe, or sample). Furthermore, we also investigate how voxel anisotropy and orientation can affect the apparent vascular volume, in accordance with actual fMRI voxel sizes. These findings are discussed from the various perspectives of high-resolution brain functional imaging. Hum Brain Mapp 38:5756-5777, 2017. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Pol Kennel
- Institut de Mécanique des Fluides de Toulouse (IMFT)Université de Toulouse, CNRS, INPT, UPSToulouseFrance
| | - Caroline Fonta
- Brain and Cognition Research Center (CerCo)CNRS‐University of Toulouse UPSF‐31052 Toulouse CedexFrance
| | - Romain Guibert
- Institut de Mécanique des Fluides de Toulouse (IMFT)Université de Toulouse, CNRS, INPT, UPSToulouseFrance
| | - Franck Plouraboué
- Institut de Mécanique des Fluides de Toulouse (IMFT)Université de Toulouse, CNRS, INPT, UPSToulouseFrance
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6
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Hernández-Torres E, Kassner N, Forkert ND, Wei L, Wiggermann V, Daemen M, Machan L, Traboulsee A, Li D, Rauscher A. Anisotropic cerebral vascular architecture causes orientation dependency in cerebral blood flow and volume measured with dynamic susceptibility contrast magnetic resonance imaging. J Cereb Blood Flow Metab 2017; 37:1108-1119. [PMID: 27259344 PMCID: PMC5363485 DOI: 10.1177/0271678x16653134] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Measurements of cerebral perfusion using dynamic susceptibility contrast magnetic resonance imaging rely on the assumption of isotropic vascular architecture. However, a considerable fraction of vessels runs in parallel with white matter tracts. Here, we investigate the effects of tissue orientation on dynamic susceptibility contrast magnetic resonance imaging. Tissue orientation was measured using diffusion tensor imaging and dynamic susceptibility contrast was performed with gradient echo planar imaging. Perfusion parameters and the raw dynamic susceptibility contrast signals were correlated with tissue orientation. Additionally, numerical simulations were performed for a range of vascular volumes of both the isotropic vascular bed and anisotropic vessel components, as well as for a range of contrast agent concentrations. The effect of the contrast agent was much larger in white matter tissue perpendicular to the main magnetic field compared to white matter parallel to the main magnetic field. In addition, cerebral blood flow and cerebral blood volume were affected in the same way with angle-dependent variations of up to 130%. Mean transit time and time to maximum of the residual curve exhibited weak orientation dependency of 10%. Numerical simulations agreed with the measured data, showing that one-third of the white matter vascular volume is comprised of vessels running in parallel with the fibre tracts.
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Affiliation(s)
- Enedino Hernández-Torres
- 1 Department of Pediatrics, Division of Neurology, University of British Columbia, Vancouver, Canada.,2 UBC MRI Research Centre, University of British Columbia, Vancouver, Canada
| | - Nora Kassner
- 3 Department of Physics, University of Heidelberg, Heidelberg, Germany
| | - Nils Daniel Forkert
- 4 Department of Radiology and Hotchkiss Brain Institute, University of Calgary, Calgary, Canada
| | - Luxi Wei
- 2 UBC MRI Research Centre, University of British Columbia, Vancouver, Canada.,5 Department of Physics and Astronomy, University of British Columbia, Vancouver, Canada
| | - Vanessa Wiggermann
- 1 Department of Pediatrics, Division of Neurology, University of British Columbia, Vancouver, Canada.,2 UBC MRI Research Centre, University of British Columbia, Vancouver, Canada.,5 Department of Physics and Astronomy, University of British Columbia, Vancouver, Canada
| | - Madeleine Daemen
- 6 Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Lindsay Machan
- 7 Department of Radiology, University of British Columbia, Vancouver, Canada
| | - Anthony Traboulsee
- 8 Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - David Li
- 2 UBC MRI Research Centre, University of British Columbia, Vancouver, Canada.,7 Department of Radiology, University of British Columbia, Vancouver, Canada.,8 Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Alexander Rauscher
- 1 Department of Pediatrics, Division of Neurology, University of British Columbia, Vancouver, Canada.,2 UBC MRI Research Centre, University of British Columbia, Vancouver, Canada
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7
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Marussich L, Lu KH, Wen H, Liu Z. Mapping white-matter functional organization at rest and during naturalistic visual perception. Neuroimage 2016; 146:1128-1141. [PMID: 27720819 DOI: 10.1016/j.neuroimage.2016.10.005] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Revised: 09/27/2016] [Accepted: 10/02/2016] [Indexed: 01/27/2023] Open
Abstract
Despite the wide applications of functional magnetic resonance imaging (fMRI) to mapping brain activation and connectivity in cortical gray matter, it has rarely been utilized to study white-matter functions. In this study, we investigated the spatiotemporal characteristics of fMRI data within the white matter acquired from humans both in the resting state and while watching a naturalistic movie. By using independent component analysis and hierarchical clustering, resting-state fMRI data in the white matter were de-noised and decomposed into spatially independent components, which were further assembled into hierarchically organized axonal fiber bundles. Interestingly, such components were partly reorganized during natural vision. Relative to resting state, the visual task specifically induced a stronger degree of temporal coherence within the optic radiations, as well as significant correlations between the optic radiations and multiple cortical visual networks. Therefore, fMRI contains rich functional information about the activity and connectivity within white matter at rest and during tasks, challenging the conventional practice of taking white-matter signals as noise or artifacts.
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Affiliation(s)
- Lauren Marussich
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Kun-Han Lu
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA
| | - Haiguang Wen
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA
| | - Zhongming Liu
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA; School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA; Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, IN, USA.
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8
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Gawryluk JR, Mazerolle EL, D'Arcy RCN. Does functional MRI detect activation in white matter? A review of emerging evidence, issues, and future directions. Front Neurosci 2014; 8:239. [PMID: 25152709 PMCID: PMC4125856 DOI: 10.3389/fnins.2014.00239] [Citation(s) in RCA: 159] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2014] [Accepted: 07/21/2014] [Indexed: 12/13/2022] Open
Abstract
Functional magnetic resonance imaging (fMRI) is a non-invasive technique that allows for visualization of activated brain regions. Until recently, fMRI studies have focused on gray matter. There are two main reasons white matter fMRI remains controversial: (1) the blood oxygen level dependent (BOLD) fMRI signal depends on cerebral blood flow and volume, which are lower in white matter than gray matter and (2) fMRI signal has been associated with post-synaptic potentials (mainly localized in gray matter) as opposed to action potentials (the primary type of neural activity in white matter). Despite these observations, there is no direct evidence against measuring fMRI activation in white matter and reports of fMRI activation in white matter continue to increase. The questions underlying white matter fMRI activation are important. White matter fMRI activation has the potential to greatly expand the breadth of brain connectivity research, as well as improve the assessment and diagnosis of white matter and connectivity disorders. The current review provides an overview of the motivation to investigate white matter fMRI activation, as well as the published evidence of this phenomenon. We speculate on possible neurophysiologic bases of white matter fMRI signals, and discuss potential explanations for why reports of white matter fMRI activation are relatively scarce. We end with a discussion of future basic and clinical research directions in the study of white matter fMRI.
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Affiliation(s)
- Jodie R Gawryluk
- Division of Medical Sciences, Department of Psychology, University of Victoria Victoria, BC, Canada
| | - Erin L Mazerolle
- Department of Radiology, Faculty of Medicine, University of Calgary Calgary, AB, Canada
| | - Ryan C N D'Arcy
- Applied Sciences, Simon Fraser University Burnaby, BC, Canada ; Fraser Health Authority, Surrey Memorial Hospital Surrey, BC, Canada
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9
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Boado RJ, Lu JZ, Hui EKW, Sumbria RK, Pardridge WM. Pharmacokinetics and brain uptake in the rhesus monkey of a fusion protein of arylsulfatase a and a monoclonal antibody against the human insulin receptor. Biotechnol Bioeng 2012. [PMID: 23192358 DOI: 10.1002/bit.24795] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Metachromatic leukodystrophy (MLD) is a lysosomal storage disorder of the brain caused by mutations in the gene encoding the lysosomal sulfatase, arylsulfatase A (ASA). It is not possible to treat the brain in MLD with recombinant ASA, because the enzyme does not cross the blood-brain barrier (BBB). In the present investigation, a BBB-penetrating IgG-ASA fusion protein is engineered and expressed, where the ASA monomer is fused to the carboxyl terminus of each heavy chain of an engineered monoclonal antibody (MAb) against the human insulin receptor (HIR). The HIRMAb crosses the BBB via receptor-mediated transport on the endogenous BBB insulin receptor, and acts as a molecular Trojan horse to ferry the ASA into brain from blood. The HIRMAb-ASA is expressed in stably transfected Chinese hamster ovary cells grown in serum free medium, and purified by protein A affinity chromatography. The fusion protein retains high affinity binding to the HIR, EC50 = 0.34 ± 0.11 nM, and retains high ASA enzyme activity, 20 ± 1 units/mg. The HIRMAb-ASA fusion protein is endocytosed and triaged to the lysosomal compartment in MLD fibroblasts. The fusion protein was radio-labeled with the Bolton-Hunter reagent, and the [(125) I]-HIRMAb-ASA rapidly penetrates the brain in the Rhesus monkey following intravenous administration. Film and emulsion autoradiography of primate brain shows global distribution of the fusion protein throughout the monkey brain. These studies describe a new biological entity that is designed to treat the brain of humans with MLD following non-invasive, intravenous infusion of an IgG-ASA fusion protein.
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Affiliation(s)
- Ruben J Boado
- ArmaGen Technologies, Inc., Santa Monica, CA 90401, USA
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10
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Boado RJ, Pardridge WM. Comparison of blood-brain barrier transport of glial-derived neurotrophic factor (GDNF) and an IgG-GDNF fusion protein in the rhesus monkey. Drug Metab Dispos 2009; 37:2299-304. [PMID: 19741036 DOI: 10.1124/dmd.109.028787] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
The brain drug development of glial-derived neurotrophic factor (GDNF) is prevented by the lack of transport of this protein across the blood-brain barrier (BBB). GDNF transport across the BBB can be made possible by re-engineering the neurotrophin as a fusion protein with a genetically engineered monoclonal antibody (MAb) against the human insulin receptor (HIR), which crosses the BBB on the endogenous insulin receptor. The present work was designed to compare the BBB transport in vivo of GDNF and the HIR MAb-GDNF fusion protein. Owing to species specificity of HIR MAb binding to the insulin receptor, the present studies were performed in the adult rhesus monkey. The brain uptake of human IgG1 was determined to assess the uptake of a brain plasma volume marker. The brain clearance of GDNF was no different from the clearance of the IgG1, which indicated GDNF does not cross the primate BBB in vivo. In contrast, BBB transport of the HIR MAb-GDNF fusion protein was shown with film and emulsion autoradiography, as well as the capillary depletion method. In parallel with the increased brain uptake, fusion of the GDNF to the HIR MAb resulted in a decrease in the uptake of GDNF by liver, spleen, and kidney. Administration of the HIR MAb-GDNF fusion protein had no effect on glycemic control. The brain uptake parameters show that a systemic dose of the HIR MAb-GDNF fusion protein of 0.2 mg/kg may generate a 10-fold increase in the cerebral concentration of GDNF in the human brain.
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Affiliation(s)
- Ruben J Boado
- ArmaGen Technologies, Inc., Santa Monica, California, USA
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11
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Pardridge WM, Kang YS, Buciak JL, Yang J. Human insulin receptor monoclonal antibody undergoes high affinity binding to human brain capillaries in vitro and rapid transcytosis through the blood-brain barrier in vivo in the primate. Pharm Res 1995; 12:807-16. [PMID: 7667183 DOI: 10.1023/a:1016244500596] [Citation(s) in RCA: 225] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
PURPOSE The ability of monoclonal antibodies against the human insulin receptor to undergo transcytosis through the blood-brain barrier (BBB) was examined in the present studies. METHODS Two murine monoclonal antibodies (MAb83-7 and MAb83-14) which bind different epitopes within the alpha-subunit of the human insulin receptor were examined using isolated human brain capillaries, frozen sections of primate brain, and in vivo pharmacokinetic studies in anesthetized Rhesus monkeys. RESULTS Both antibodies strongly illuminated capillary endothelium in immunocytochemical analysis of frozen sections of brain from Rhesus monkey but not squirrel monkey. Both monoclonal antibodies, in the iodinated forms, bound to human brain microvessels, although the binding and endocytosis of MAb83-14 was approximately 10-fold greater than MAb83-7. The active binding of MAb83-14 to the human insulin receptor was paralleled by a very high rate of transport of this antibody through the BBB in vivo in two anesthetized Rhesus monkeys. The BBB permeability-surface area (PS) product in neocortical gray matter was 5.4 +/- 0.6 microL/min/g, which is severalfold greater than previous estimates of the PS product for receptor-specific monoclonal antibody transport through the BBB. The brain delivery of MAb83-14 to the Rhesus monkey brain was high and 3.8 +/- 0.4% of the injected dose was delivered to 100 g of brain at 3 hours after a single intravenous injection. In contrast, there was no brain uptake of the mouse IgG2a isotype control antibody. CONCLUSIONS These studies demonstrate an unexpected high degree of transcytosis of a monoclonal antibody through the primate BBB in vivo.
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Affiliation(s)
- W M Pardridge
- Department of Medicine and Brain Research Institute, UCLA School of Medicine 90024, USA
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12
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Herscovitch P, Raichle ME, Kilbourn MR, Welch MJ. Positron emission tomographic measurement of cerebral blood flow and permeability-surface area product of water using [15O]water and [11C]butanol. J Cereb Blood Flow Metab 1987; 7:527-42. [PMID: 3498732 DOI: 10.1038/jcbfm.1987.102] [Citation(s) in RCA: 166] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
We have previously adapted Kety's tissue autoradiographic method for measuring regional CBF in laboratory animals to the measurement of CBF in humans with positron emission tomography (PET) and H2(15)O. Because this model assumes diffusion equilibrium between tissue and venous blood, the use of a diffusion-limited tracer, such as H2(15)O, may lead to an underestimation of CBF. We therefore validated the use of [11C]butanol as an alternative freely diffusible tracer for PET. We then used it in humans to determine the underestimation of CBF that occurs with H2(15)O, and thereby were able to calculate the extraction Ew and permeability-surface area product PSw of H2(15)O. Measurements of the permeability of rhesus monkey brain to [11C]butanol, obtained by means of an intracarotid injection, external detection technique, demonstrated that this tracer is freely diffusible up to a CBF of at least 170 ml/min-100 g. CBF measured in baboons with the PET autoradiographic method and [11C]butanol was then compared with CBF measured in the same animals with a standard residue detection method. An excellent correspondence was obtained between both of these measurements. Finally, paired PET measurements of CBF were made with both H2(15)O and [11C]butanol in 17 normal human subjects. Average global CBF was significantly greater when measured with [11C]butanol (53.1 ml/min-100 g) than with H2(15)O (44.4 ml/min-100 g). Average global Ew was 0.84 and global PSw was 104 ml/min-100 g. Regional measurements showed a linear relationship between local PSw and CBF, while Ew was relatively uniform throughout the brain. Simulations were used to determine the potential error associated with the use of an incorrect value for the brain-blood partition coefficient for [11C]butanol and to calculate the effect of tissue heterogeneity and errors in flow measurement on the calculation of PSw.
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Affiliation(s)
- P Herscovitch
- Department of Neurology and Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri
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Phelps ME, Huang SC, Hoffman EJ, Selin C, Kuhl DE. Cerebral extraction of N-13 ammonia: its dependence on cerebral blood flow and capillary permeability -- surface area product. Stroke 1981; 12:607-19. [PMID: 7303045 DOI: 10.1161/01.str.12.5.607] [Citation(s) in RCA: 74] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
13N-labeled ammonia was used to investigate 1) the cerebral extraction and clearance of ammonia, 2) the mechanism by which capillaries accommodate changes in cerebral blood flow (CBF) and 3) its use for the measurement of CBF. The unidirectional extraction of 13NH3 in rhesus monkeys was measured during PaCO2 induced changes in CBF and dog studies were performed using in vitro tissue counting techniques to examine 13NH3 extraction in gray and white matter, mixed tissue and cerebellum during variations in CBF produced by combinations of embolization, local brain compression, and changes in PaCO2. The single pass extraction fraction of 13NH3 varied from about 70 to 20% over a CBF range of 12 to 140 cc/min/100 g. Capillary permeability-surface area product (PS) estimates with a Renkin/Crone model show PS increasing with CBF. The magnitude and rate of increase in PS with CBF was highest in gray matter greater than mixed tissue greater than white matter. Tissue extraction of 13NH3 vs CBF relationship was best described by a unidirectional transport model in which CBF increases by both recruitment of capillaries and by increases of blood velocity in open capillaries. This saturable-recruitment model provides a possible explanation for the mechanism of flow changes at the capillary level. The net 13NH3 extraction subsequent to an i.v. injection increases non-linearly with CBF. Doubling or halving basal CBF produced from 35 to 50% changes in the 13N tissue concentrations with further increases in CBF associated with progressively smaller changes in 13N concentrations.
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Raichle ME, Larson KB. The significance of the NH3-NH+(4) equilibrium on the passage of 13N-ammonia from blood to brain. A new regional residue detection model. Circ Res 1981; 48:913-37. [PMID: 7226451 DOI: 10.1161/01.res.48.6.913] [Citation(s) in RCA: 50] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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Phelps ME, Hoffman EJ, Raybaud C. Factors which affect cerebral uptake and retention of 13NH3. Stroke 1977; 8:694-702. [PMID: 22147 DOI: 10.1161/01.str.8.6.694] [Citation(s) in RCA: 75] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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