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Landau AM, Jakobsen S, Thomsen MB, Alstrup AKO, Orlowski D, Jacobsen J, Wegener G, Mørk A, Sørensen JCH, Doudet DJ. Combined In Vivo Microdialysis and PET Studies to Validate [ 11C]Yohimbine Binding as a Marker of Noradrenaline Release. Biomolecules 2023; 13:674. [PMID: 37189421 PMCID: PMC10136072 DOI: 10.3390/biom13040674] [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: 03/12/2023] [Revised: 04/05/2023] [Accepted: 04/07/2023] [Indexed: 05/17/2023] Open
Abstract
The noradrenaline system attracts attention for its role in mood disorders and neurodegenerative diseases but the lack of well-validated methods impairs our understanding when assessing its function and release in vivo. This study combines simultaneous positron emission tomography (PET) and microdialysis to explore if [11C]yohimbine, a selective antagonist radioligand of the α2 adrenoceptors, may be used to assess in vivo changes in synaptic noradrenaline during acute pharmacological challenges. Anesthetised Göttingen minipigs were positioned in a head holder in a PET/CT device. Microdialysis probes were placed in the thalamus, striatum and cortex and dialysis samples were collected every 10 min. Three 90 min [11C]yohimbine scans were acquired: at baseline and at two timepoints after the administration of amphetamine (1-10 mg/kg), a non-specific releaser of dopamine and noradrenaline, or nisoxetine (1 mg/kg), a specific noradrenaline transporter inhibitor. [11C]yohimbine volumes of distribution (VT) were obtained using the Logan kinetic model. Both challenges induced a significant decrease in yohimbine VT, with time courses reflecting their different mechanisms of action. Dialysis samples revealed a significant increase in noradrenaline extracellular concentrations after challenge and an inverse correlation with changes in yohimbine VT. These data suggest that [11C]yohimbine can be used to evaluate acute variations in synaptic noradrenaline concentrations after pharmacological challenges.
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Affiliation(s)
- Anne Marlene Landau
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, A701, Palle Juul Jensens Boulevard 99, 8200 Aarhus, Denmark
- Department of Nuclear Medicine & PET-Center, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Steen Jakobsen
- Department of Nuclear Medicine & PET-Center, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Majken Borup Thomsen
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, A701, Palle Juul Jensens Boulevard 99, 8200 Aarhus, Denmark
- Department of Nuclear Medicine & PET-Center, Aarhus University Hospital, 8200 Aarhus, Denmark
| | | | - Dariusz Orlowski
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Jan Jacobsen
- Department of Nuclear Medicine & PET-Center, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Gregers Wegener
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, A701, Palle Juul Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Arne Mørk
- Synaptic Transmission, H. Lundbeck A/S, Ottiliavej 9, Valby, 2500 Copenhagen, Denmark
| | | | - Doris J. Doudet
- Department of Medicine/Neurology, University of British Columbia, 2221 Wesbrook Mall, Vancouver, BC V6T 2B5, Canada;
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Mirra A, Casoni D, Barge P, Hight D, Levionnois O, Spadavecchia C. Usability of the SedLine® electroencephalographic monitor of depth of anaesthesia in pigs: a pilot study. J Clin Monit Comput 2022; 36:1635-1646. [PMID: 35059913 PMCID: PMC9637619 DOI: 10.1007/s10877-022-00807-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 01/05/2022] [Indexed: 02/08/2023]
Abstract
To investigate the usability of the SedLine® monitor in anaesthetized pigs. Five juvenile healthy pigs underwent balanced isoflurane-based general anaesthesia for surgical placement of a subcutaneous jugular venous port. The SedLine® was applied to continuously monitor electroencephalographic (EEG) activity and its modulation during anaesthesia. Computer tomography and magnetic resonance were performed to investigate the relationship between electrodes' positioning and anatomical structures. The pediatric SedLine® EEG-sensor could be easily applied and SedLine®-generated variables collected. An EEG Density Spectral Array (DS) was displayed over the whole procedure. During surgery, the EEG signal was dominated by elevated power in the delta range (0.5-4 Hz), with an underlying broadband signal (where power decreased with increasing frequency). The emergence period was marked by a decrease in delta power, and a more evenly distributed power over the 4-40 Hz frequency range. From incision to end of surgery, mean SedLine®-generated values (± standard deviation) were overall stable [23.0 (± 2.8) Patient State Index (PSI), 1.0% (± 3.8%) Suppression Ratio (SR), 8.8 Hz (± 2.5 Hz) Spectral Edge Frequency 95% (SEF) left, 7.7 Hz (± 2.4 Hz) SEF right], quickly changing during emergence [75.3 (± 11.1) PSI, 0.0 (± 0.0) SR, 12.5 (± 6.6) SEF left 10.4 (± 6.6) SEF right]. Based on the imaging performed, the sensor does not record EEG signals from the same brain areas as in humans. SedLine®-DSA and -generated variables seemed to reflect variations in depth of anaesthesia in pigs. Further studies are needed to investigate this correlation, as well as to define the species-specific brain structures monitored by the EEG-sensor.
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Affiliation(s)
- A Mirra
- Section of Anaesthesiology and Pain Therapy, Department of Clinical Veterinary Medicine, Vetsuisse Faculty, University of Bern, Bern, Switzerland.
| | - D Casoni
- Department for Biomedical Research, Faculty of Medicine, University of Bern, Bern, Switzerland
| | - P Barge
- Division of Clinical Radiology, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - D Hight
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - O Levionnois
- Section of Anaesthesiology and Pain Therapy, Department of Clinical Veterinary Medicine, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - C Spadavecchia
- Section of Anaesthesiology and Pain Therapy, Department of Clinical Veterinary Medicine, Vetsuisse Faculty, University of Bern, Bern, Switzerland
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Xing F, Liu X, Kuo CCJ, Fakhri GE, Woo J. Brain MR Atlas Construction Using Symmetric Deep Neural Inpainting. IEEE J Biomed Health Inform 2022; 26:3185-3196. [PMID: 35139030 PMCID: PMC9250592 DOI: 10.1109/jbhi.2022.3149754] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Modeling statistical properties of anatomical structures using magnetic resonance imaging is essential for revealing common information of a target population and unique properties of specific subjects. In brain imaging, a statistical brain atlas is often constructed using a number of healthy subjects. When tumors are present, however, it is difficult to either provide a common space for various subjects or align their imaging data due to the unpredictable distribution of lesions. Here we propose a deep learning-based image inpainting method to replace the tumor regions with normal tissue intensities using only a patient population. Our framework has three major innovations: 1) incompletely distributed datasets with random tumor locations can be used for training; 2) irregularly-shaped tumor regions are properly learned, identified, and corrected; and 3) a symmetry constraint between the two brain hemispheres is applied to regularize inpainted regions. Henceforth, regular atlas construction and image registration methods can be applied using inpainted data to obtain tissue deformation, thereby achieving group-specific statistical atlases and patient-to-atlas registration. Our framework was tested using the public database from the Multimodal Brain Tumor Segmentation challenge. Results showed increased similarity scores as well as reduced reconstruction errors compared with three existing image inpainting methods. Patient-to-atlas registration also yielded better results with improved normalized cross-correlation and mutual information and a reduced amount of deformation over the tumor regions.
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Lillethorup TP, Noer O, Alstrup AKO, Real CC, Stokholm K, Thomsen MB, Zaer H, Orlowski D, Mikkelsen TW, Glud AN, Nielsen EHT, Schacht AC, Winterdahl M, Brooks DJ, Sørensen JCH, Landau AM. Spontaneous Partial Recovery of Striatal Dopaminergic Uptake Despite Nigral Cell Loss in Asymptomatic MPTP-Lesioned Female Minipigs. Neurotoxicology 2022; 91:166-176. [DOI: 10.1016/j.neuro.2022.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 04/06/2022] [Accepted: 05/09/2022] [Indexed: 11/16/2022]
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Blood-Brain Barrier Transporters: Opportunities for Therapeutic Development in Ischemic Stroke. Int J Mol Sci 2022; 23:ijms23031898. [PMID: 35163820 PMCID: PMC8836701 DOI: 10.3390/ijms23031898] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/02/2022] [Accepted: 02/04/2022] [Indexed: 12/20/2022] Open
Abstract
Globally, stroke is a leading cause of death and long-term disability. Over the past decades, several efforts have attempted to discover new drugs or repurpose existing therapeutics to promote post-stroke neurological recovery. Preclinical stroke studies have reported successes in identifying novel neuroprotective agents; however, none of these compounds have advanced beyond a phase III clinical trial. One reason for these failures is the lack of consideration of blood-brain barrier (BBB) transport mechanisms that can enable these drugs to achieve efficacious concentrations in ischemic brain tissue. Despite the knowledge that drugs with neuroprotective properties (i.e., statins, memantine, metformin) are substrates for endogenous BBB transporters, preclinical stroke research has not extensively studied the role of transporters in central nervous system (CNS) drug delivery. Here, we review current knowledge on specific BBB uptake transporters (i.e., organic anion transporting polypeptides (OATPs in humans; Oatps in rodents); organic cation transporters (OCTs in humans; Octs in rodents) that can be targeted for improved neuroprotective drug delivery. Additionally, we provide state-of-the-art perspectives on how transporter pharmacology can be integrated into preclinical stroke research. Specifically, we discuss the utility of in vivo stroke models to transporter studies and considerations (i.e., species selection, co-morbid conditions) that will optimize the translational success of stroke pharmacotherapeutic experiments.
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Coupeau P, Fasquel JB, Mazerand E, Menei P, Montero-Menei CN, Dinomais M. Patch-based 3D U-Net and transfer learning for longitudinal piglet brain segmentation on MRI. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 214:106563. [PMID: 34890993 DOI: 10.1016/j.cmpb.2021.106563] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 11/26/2021] [Accepted: 11/26/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND OBJECTIVES In order to study neural plasticity in immature brain following early brain lesion, large animal model are needed. Because of its morphological similarities with the human developmental brain, piglet is a suitable but little used one. Its study from Magnetic Resonance Imaging (MRI) requires the development of automatic algorithms for the segmentation of the different structures and tissues. A crucial preliminary step consists in automatically segmenting the brain. METHODS We propose a fully automatic brain segmentation method applied to piglets by combining a 3D patch-based U-Net and a post-processing pipeline for spatial regularization and elimination of false positives. Our approach also integrates a transfer-learning strategy for managing an automated longitudinal monitoring evaluated for four developmental stages (2, 6, 10 and 18 weeks), facing the issue of MRI changes resulting from the rapid brain development. It is compared to a 2D approach and the Brain Extraction Tool (BET) as well as techniques adapted to other animals (rodents, macaques). The influence of training patches size and distribution is studied as well as the benefits of spatial regularization. RESULTS Results show that our approach is efficient in terms of average Dice score (0.952) and Hausdorff distance (8.51), outperforming the use of a 2D U-Net (Dice: 0.919, Hausdorff distance: 11.06) and BET (Dice: 0.764, Hausdorff distance: 25.91). The transfer-learning strategy achieves a good performance on older piglets (Dice of 0.934 at 6 weeks, 0.956 at 10 weeks and 0.958 at 18 weeks) compared to a standard training strategy with few data (Dice of 0.636 at 6 weeks, 0.907 at 10 weeks, not calculable at 18 weeks because of too few training piglets). CONCLUSIONS In conclusion, we provide a method for longitudinal MRI piglet brain segmentation based on 3D U-Net and transfer learning which can be used for future morphometric studies and applied to other animals.
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Affiliation(s)
- P Coupeau
- Université d'Angers, LARIS, SFR MATHSTIC, F-49000 Angers, France.
| | - J-B Fasquel
- Université d'Angers, LARIS, SFR MATHSTIC, F-49000 Angers, France
| | - E Mazerand
- CRCINA, UMR 1232, INSERM, Université de Nantes, Université d'Angers, F-49933 Angers, France; Département de neurochirurgie, Centre Hospitalier Universitaire d'Angers, France
| | - P Menei
- CRCINA, UMR 1232, INSERM, Université de Nantes, Université d'Angers, F-49933 Angers, France; Département de neurochirurgie, Centre Hospitalier Universitaire d'Angers, France
| | - C N Montero-Menei
- CRCINA, UMR 1232, INSERM, Université de Nantes, Université d'Angers, F-49933 Angers, France
| | - M Dinomais
- Université d'Angers, LARIS, SFR MATHSTIC, F-49000 Angers, France; Département de médecine physique et de réadaptation, Centre Hospitalier Universitaire d'Angers, France
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7
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Xing F, Jin R, Gilbert IR, Perry JL, Sutton BP, Liu X, El Fakhri G, Shosted RK, Woo J. 4D magnetic resonance imaging atlas construction using temporally aligned audio waveforms in speech. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2021; 150:3500. [PMID: 34852570 PMCID: PMC8580575 DOI: 10.1121/10.0007064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 09/16/2021] [Accepted: 10/15/2021] [Indexed: 06/13/2023]
Abstract
Magnetic resonance (MR) imaging is becoming an established tool in capturing articulatory and physiological motion of the structures and muscles throughout the vocal tract and enabling visual and quantitative assessment of real-time speech activities. Although motion capture speed has been regularly improved by the continual developments in high-speed MR technology, quantitative analysis of multi-subject group data remains challenging due to variations in speaking rate and imaging time among different subjects. In this paper, a workflow of post-processing methods that matches different MR image datasets within a study group is proposed. Each subject's recorded audio waveform during speech is used to extract temporal domain information and generate temporal alignment mappings from their matching pattern. The corresponding image data are resampled by deformable registration and interpolation of the deformation fields, achieving inter-subject temporal alignment between image sequences. A four-dimensional dynamic MR speech atlas is constructed using aligned volumes from four human subjects. Similarity tests between subject and target domains using the squared error, cross correlation, and mutual information measures all show an overall score increase after spatiotemporal alignment. The amount of image variability in atlas construction is reduced, indicating a quality increase in the multi-subject data for groupwise quantitative analysis.
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Affiliation(s)
- Fangxu Xing
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Riwei Jin
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Champaign, Illinois 61801, USA
| | - Imani R Gilbert
- Department of Communication Sciences and Disorders, East Carolina University, Greenville, North Carolina 27858, USA
| | - Jamie L Perry
- Department of Communication Sciences and Disorders, East Carolina University, Greenville, North Carolina 27858, USA
| | - Bradley P Sutton
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Champaign, Illinois 61801, USA
| | - Xiaofeng Liu
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Georges El Fakhri
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Ryan K Shosted
- Department of Linguistics, University of Illinois at Urbana-Champaign, Champaign, Illinois 61801, USA
| | - Jonghye Woo
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts 02114, USA
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8
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Tvilling L, West M, Glud AN, Zaer H, Sørensen JCH, Bjarkam CR, Orlowski D. Anatomy and histology of the Göttingen minipig adenohypophysis with special emphasis on the polypeptide hormones: GH, PRL, and ACTH. Brain Struct Funct 2021; 226:2375-2386. [PMID: 34235563 DOI: 10.1007/s00429-021-02337-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 07/01/2021] [Indexed: 12/19/2022]
Abstract
The pituitary is involved in the regulation of endocrine homeostasis. Therefore, animal models of pituitary disease based on a thorough knowledge of pituitary anatomy are of great importance. Accordingly, we aimed to perform a qualitative and quantitative description of polypeptide hormone secreting cellular components of the Göttingen minipig adenohypophysis using immunohistochemistry and stereology. Estimates of the total number of cells immune-stained for adrenocorticotrophic hormone (ACTH), prolactin (PRL), and growth hormone (GH) were obtained with the optical fractionator technique using Stereo Investigator software. Moreover, 3D reconstructions of cell distribution were made. We estimated that the normal minipig adenohypophysis contains, on average, 5.6 million GH, 3.5 million PRL, and 2.4 million ACTH producing cells. The ACTH producing cells were widely distributed, while the PRL and GH producing cells were located in clusters in the central and lateral regions of the adenohypophysis. The morphology of the hormone producing cells also differs. We visualized a clear difference in the numerical density of hormone producing cells throughout the adenohypophysis. The relative proportions of the cells analyzed in our experiment are comparable to those observed in humans, primates, and rodents; however, the distribution of cells differs among species. The distribution of GH cells in the minipig is similar to that in humans, while the PRL and ACTH cell distributions differ. The volume of the pituitary is slightly smaller than that of humans. These data provide a framework for future large animal experimentation on pituitary function in health and disease.
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Affiliation(s)
- Laura Tvilling
- CENSE, Department of Neurosurgery and the Department of Clinical Medicine, Aarhus University Hospital, Aarhus University, 8200, Aarhus N, Denmark
| | - Mark West
- CENSE, Department of Neurosurgery and the Department of Clinical Medicine, Aarhus University Hospital, Aarhus University, 8200, Aarhus N, Denmark
| | - Andreas N Glud
- CENSE, Department of Neurosurgery and the Department of Clinical Medicine, Aarhus University Hospital, Aarhus University, 8200, Aarhus N, Denmark
| | - Hamed Zaer
- CENSE, Department of Neurosurgery and the Department of Clinical Medicine, Aarhus University Hospital, Aarhus University, 8200, Aarhus N, Denmark
| | - Jens Christian H Sørensen
- CENSE, Department of Neurosurgery and the Department of Clinical Medicine, Aarhus University Hospital, Aarhus University, 8200, Aarhus N, Denmark
| | - Carsten Reidies Bjarkam
- Department of Neurosurgery and the Department of Clinical Medicine, Aalborg University Hospital, 9100, Aalborg, Denmark
| | - Dariusz Orlowski
- CENSE, Department of Neurosurgery and the Department of Clinical Medicine, Aarhus University Hospital, Aarhus University, 8200, Aarhus N, Denmark.
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9
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Norris C, Lisinski J, McNeil E, VanMeter JW, VandeVord P, LaConte SM. MRI brain templates of the male Yucatan minipig. Neuroimage 2021; 235:118015. [PMID: 33798725 DOI: 10.1016/j.neuroimage.2021.118015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 03/14/2021] [Accepted: 03/17/2021] [Indexed: 10/21/2022] Open
Abstract
The pig is growing in popularity as an experimental animal because its gyrencephalic brain is similar to humans. Currently, however, there is a lack of appropriate brain templates to support functional and structural neuroimaging pipelines. The primary contribution of this work is an average volume from an iterative, non-linear registration of 70 five- to seven-month-old male Yucatan minipigs. In addition, several aspects of this study are unique, including the comparison of linear and non-linear template generation, the characterization of a large and homogeneous cohort, an analysis of effective resolution after averaging, and the evaluation of potential in-template bias as well as a comparison with a template from another minipig species using a "left-out" validation set. We found that within our highly homogeneous cohort, non-linear registration produced better templates, but only marginally so. Although our T1-weighted data were resolution limited, we preserved effective resolution across the multi-subject average, produced templates that have high gray-white matter contrast and demonstrate superior registration accuracy compared to an alternative minipig template.
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Affiliation(s)
- Carly Norris
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States
| | - Jonathan Lisinski
- Fralin Biomedical Research Institute, Virginia Tech, Roanoke, VA, United States
| | - Elizabeth McNeil
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States
| | - John W VanMeter
- Neurology, Georgetown University, Washington, DC, United States
| | - Pamela VandeVord
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States; Salem VA Medical Center, Salem VA, United States
| | - Stephen M LaConte
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States; Fralin Biomedical Research Institute, Virginia Tech, Roanoke, VA, United States.
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10
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Helke KL, Meyerholz DK, Beck AP, Burrough ER, Derscheid RJ, Löhr C, McInnes EF, Scudamore CL, Brayton CF. Research Relevant Background Lesions and Conditions: Ferrets, Dogs, Swine, Sheep, and Goats. ILAR J 2021; 62:133-168. [PMID: 33712827 DOI: 10.1093/ilar/ilab005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 11/17/2020] [Accepted: 01/06/2021] [Indexed: 01/01/2023] Open
Abstract
Animal models provide a valuable tool and resource for biomedical researchers as they investigate biological processes, disease pathogenesis, novel therapies, and toxicologic studies. Interpretation of animal model data requires knowledge not only of the processes/diseases being studied but also awareness of spontaneous conditions and background lesions in the model that can influence or even confound the study results. Species, breed/stock, sex, age, anatomy, physiology, diseases (noninfectious and infectious), and neoplastic processes are model features that can impact the results as well as study interpretation. Here, we review these features in several common laboratory animal species, including ferret, dog (beagle), pig, sheep, and goats.
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Affiliation(s)
- Kristi L Helke
- Department of Comparative Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - David K Meyerholz
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Amanda P Beck
- Department of Pathology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Eric R Burrough
- Veterinary Diagnostic and Production Animal Medicine Department, Iowa State University, Ames, Iowa, USA
| | - Rachel J Derscheid
- Veterinary Diagnostic and Production Animal Medicine Department, Iowa State University, Ames, Iowa, USA
| | - Christiane Löhr
- Department of Biomedical Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Elizabeth F McInnes
- Toxicologic Pathology, Toxicology Section, Human Safety at Syngenta, in Jealott's Hill, Bracknell, United Kingdom
| | - Cheryl L Scudamore
- ExePathology, Pathologist at ExePathology, Exmouth, Devon, United Kingdom
| | - Cory F Brayton
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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11
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Fil JE, Joung S, Zimmerman BJ, Sutton BP, Dilger RN. High-resolution magnetic resonance imaging-based atlases for the young and adolescent domesticated pig (Sus scrofa). J Neurosci Methods 2021; 354:109107. [PMID: 33675840 DOI: 10.1016/j.jneumeth.2021.109107] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 02/22/2021] [Accepted: 02/25/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Neurodevelopmental studies utilize the pig as a translational animal model due to anatomical and morphological similarities between the pig and human brain. However, neuroimaging resources are not as well developed for the pig as they are for humans and other animal models. We established a magnetic resonance imaging-based brain atlas at two different ages for biomedical studies utilizing the pig as a preclinical model. NEW METHOD Twenty artificially-reared domesticated male pigs (Sus scrofa) and thirteen sow-reared adolescent domesticated male pigs (Sus scrofa) underwent a series of scans measuring brain macrostructure, microstructure, and arterial cerebral blood volume. RESULTS An atlas for the 4-week-old and 12-week-old pig were created along with twenty-six regions of interest. Normative data for brain measures were obtained and detailed descriptions of the data processing pipelines were provided. COMPARISON WITH EXISTING METHOD Atlases at the two different ages were created for the pig utilizing newer imaging technology and software. This facilitates the performance of longitudinal studies and enables more precise volume measurements in pigs of various ages by appropriately representing the neuroanatomical features of younger and older pigs and accommodating the proportion differences of the brain over time. CONCLUSION Two high-resolution MRI brain atlases specific to the domesticated young and adolescent pig were created using defined image acquisition and data processing methods to facilitate the generation of high-quality normative data for neurodevelopmental research.
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Affiliation(s)
- Joanne E Fil
- Piglet Nutrition & Cognition Laboratory, University of Illinois, Urbana, IL, 61801, USA; Neuroscience Program, University of Illinois, Urbana, IL, 61801, USA
| | - Sangyun Joung
- Piglet Nutrition & Cognition Laboratory, University of Illinois, Urbana, IL, 61801, USA; Neuroscience Program, University of Illinois, Urbana, IL, 61801, USA
| | - Benjamin J Zimmerman
- Neuroscience Program, University of Illinois, Urbana, IL, 61801, USA; Beckman Institute for Advances Science & Technology, University of Illinois, Urbana, IL, 61801, USA
| | - Bradley P Sutton
- Neuroscience Program, University of Illinois, Urbana, IL, 61801, USA; Department of Bioengineering, University of Illinois, Urbana, IL, 61801, USA; Beckman Institute for Advances Science & Technology, University of Illinois, Urbana, IL, 61801, USA
| | - Ryan N Dilger
- Piglet Nutrition & Cognition Laboratory, University of Illinois, Urbana, IL, 61801, USA; Neuroscience Program, University of Illinois, Urbana, IL, 61801, USA; Department of Animal Sciences, University of Illinois, Urbana, IL, 61801, USA; Division of Nutritional Sciences, University of Illinois, Urbana, IL, 61801, USA.
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12
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Petnehazy O, Donko T, Ellis R, Csoka A, Czeibert K, Baksa G, Zucker E, Repa K, Takacs A, Repa I, Moizs M. Creating a cross-sectional, CT and MR atlas of the Pannon minipig. Anat Histol Embryol 2021; 50:562-571. [PMID: 33529429 DOI: 10.1111/ahe.12657] [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: 06/23/2020] [Revised: 11/20/2020] [Accepted: 12/19/2020] [Indexed: 11/27/2022]
Abstract
PURPOSE The purpose of this study was to create a detailed cross-sectional anatomical reference atlas of the Pannon minipig by correlating good resolution CT and MR images with high quality cross-sectional anatomical images. According to the authors knowledge, no detailed anatomical atlas is available for the minipig. MATERIAL AND METHOD An adult female minipig was utilized for this purpose. The animal was placed in a PVC half tube, and CT generated images of 0.6 mm slice thickness and MR images of 1.41 mm slice thickness were obtained. The images covered the whole body from the most rostral portion of the snout to the tip of the tail. The CT and MR scans were aligned with frozen anatomical sections prepared with an anatomical band saw from the same animal and significant structures were identified and labelled. The terminology employed has been referenced from the Nomina Anatomica Veterinaria 6th edition-2017. FINDINGS AND CONCLUSIONS The resulting atlas consists of 109 anatomical slices and the corresponding 109 CT and 109 MR scans (altogether 327 images) and the nomenclature list for each image. Although this publication contains limited images of the resulted atlas, it is a reference source for anatomy education and clinical sciences. We are of the opinion that more comprehensive and especially online available interactive atlases should be prepared using similar methodology.
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Affiliation(s)
- Ors Petnehazy
- Medicopus Nonprofit Ltd, Kaposvar, Hungary.,Kaposvar Campus, Szent Istvan University, Kaposvar, Hungary
| | - Tamas Donko
- Medicopus Nonprofit Ltd, Kaposvar, Hungary.,Kaposvar Campus, Szent Istvan University, Kaposvar, Hungary
| | - Rosie Ellis
- The Veterinary Referral & Emergency Centre, Godstone, England
| | - Adam Csoka
- Medicopus Nonprofit Ltd, Kaposvar, Hungary.,Kaposvar Campus, Szent Istvan University, Kaposvar, Hungary
| | - Kalman Czeibert
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Budapest, Hungary
| | - Gabor Baksa
- Department of Anatomy, Histology and Embryology, Semmelweis University of Medical Sciences, Budapest, Hungary
| | - Eric Zucker
- Veterinary Medicine Program, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Krisztina Repa
- Radiation Oncology, Research and Teaching Center, Moritz Kaposi General Hospital Dr. József Baka Diagnostic, Kaposvar, Hungary.,Moritz Kaposi General Hospital, Kaposvar, Hungary
| | | | - Imre Repa
- Medicopus Nonprofit Ltd, Kaposvar, Hungary.,Radiation Oncology, Research and Teaching Center, Moritz Kaposi General Hospital Dr. József Baka Diagnostic, Kaposvar, Hungary
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13
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Jeon J, Lourenco J, Kaiser EE, Waters ES, Scheulin KM, Fang X, Kinder HA, Platt SR, Rothrock MJ, Callaway TR, West FD, Park HJ. Dynamic Changes in the Gut Microbiome at the Acute Stage of Ischemic Stroke in a Pig Model. Front Neurosci 2020; 14:587986. [PMID: 33343283 PMCID: PMC7744295 DOI: 10.3389/fnins.2020.587986] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 11/02/2020] [Indexed: 12/23/2022] Open
Abstract
Stroke is a major cause of death and long-term disability affecting seven million adults in the United States each year. Recently, it has been demonstrated that neurological diseases, associated pathology, and susceptibility changes correlated with changes in the gut microbiota. However, changes in the microbial community in stroke has not been well characterized. The acute stage of stroke is a critical period for assessing injury severity, therapeutic intervention, and clinical prognosis. We investigated the changes in the gut microbiota composition and diversity using a middle cerebral artery (MCA) occlusion ischemic stroke pig model. Ischemic stroke was induced by cauterization of the MCA in pigs. Blood samples were collected prestroke and 4 h, 12 h, 1 day, and 5 days poststroke to evaluate circulating proinflammatory cytokines. Fecal samples were collected prestroke and 1, 3, and 5 days poststroke to assess gut microbiome changes. Results showed elevated systemic inflammation with increased plasma levels of tumor necrosis factor alpha at 4 h and interleukin-6 at 12 h poststroke, relative to prestroke. Microbial diversity and evenness were reduced at 1 day poststroke compared to prestroke. Microbial diversity at 3 days poststroke was negatively correlated with lesion volume. Moreover, beta-diversity analysis revealed trending overall differences over time, with the most significant changes in microbial patterns observed between prestroke and 3 days poststroke. Abundance of the Proteobacteria was significantly increased, while Firmicutes decreased at 3 days poststroke, compared to prestroke populations. Abundance of the lactic acid bacteria Lactobacillus was reduced at 3 days poststroke. By day 5, the microbial pattern returned to similar values as prestroke, suggesting the plasticity of gut microbiome in an acute period of stroke in a pig model. These findings provide a basis for characterizing gut microbial changes during the acute stage of stroke, which can be used to assess stroke pathology and the potential development of therapeutic targets.
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Affiliation(s)
- Julie Jeon
- Department of Foods and Nutrition, College of Family and Consumer Sciences, University of Georgia, Athens, GA, United States
| | - Jeferson Lourenco
- Department of Animal and Dairy Sciences, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, United States
| | - Erin E Kaiser
- Department of Animal and Dairy Sciences, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, United States.,Regenerative Bioscience Center, University of Georgia, Athens, GA, United States.,Neuroscience Program, Biomedical and Health Sciences Institute, University of Georgia, Athens, GA, United States
| | - Elizabeth S Waters
- Department of Animal and Dairy Sciences, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, United States.,Regenerative Bioscience Center, University of Georgia, Athens, GA, United States.,Neuroscience Program, Biomedical and Health Sciences Institute, University of Georgia, Athens, GA, United States
| | - Kelly M Scheulin
- Department of Animal and Dairy Sciences, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, United States.,Regenerative Bioscience Center, University of Georgia, Athens, GA, United States.,Neuroscience Program, Biomedical and Health Sciences Institute, University of Georgia, Athens, GA, United States
| | - Xi Fang
- Department of Foods and Nutrition, College of Family and Consumer Sciences, University of Georgia, Athens, GA, United States
| | - Holly A Kinder
- Department of Animal and Dairy Sciences, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, United States.,Regenerative Bioscience Center, University of Georgia, Athens, GA, United States.,Neuroscience Program, Biomedical and Health Sciences Institute, University of Georgia, Athens, GA, United States
| | - Simon R Platt
- Regenerative Bioscience Center, University of Georgia, Athens, GA, United States.,Department of Small Animal Medicine and Surgery, University of Georgia, Athens, GA, United States
| | - Michael J Rothrock
- Egg Safety and Quality Research Unit, U.S. National Poultry Research Center, USDA-ARS, Athens, GA, United States
| | - Todd R Callaway
- Department of Animal and Dairy Sciences, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, United States
| | - Franklin D West
- Department of Animal and Dairy Sciences, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, United States.,Regenerative Bioscience Center, University of Georgia, Athens, GA, United States.,Neuroscience Program, Biomedical and Health Sciences Institute, University of Georgia, Athens, GA, United States
| | - Hea Jin Park
- Department of Foods and Nutrition, College of Family and Consumer Sciences, University of Georgia, Athens, GA, United States
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14
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Chang SJ, Santamaria AJ, Sanchez FJ, Villamil LM, Pinheiro Saraiva P, Rodriguez J, Nunez-Gomez Y, Opris I, Solano JP, Guest JD, Noga BR. In vivo Population Averaged Stereotaxic T2w MRI Brain Template for the Adult Yucatan Micropig. Front Neuroanat 2020; 14:599701. [PMID: 33281567 PMCID: PMC7691581 DOI: 10.3389/fnana.2020.599701] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 10/23/2020] [Indexed: 12/28/2022] Open
Abstract
Population averaged brain templates are an essential tool for imaging-based neuroscience research, providing investigators with information about the expected size and morphology of brain structures and the spatial relationships between them, within a demographic cross-section. This allows for a standardized comparison of neuroimaging data between subjects and provides neuroimaging software with a probabilistic framework upon which further processing and analysis can be based. Many different templates have been created to represent specific study populations and made publicly available for human and animal research. An increasingly studied animal model in the neurosciences that still lacks appropriate brain templates is the adult Yucatan micropig. In particular, T2-weighted templates are absent in this species as a whole. To address this need and provide a tool for neuroscientists wishing to pursue neuroimaging research in the adult micropig, we present the construction of population averaged (n = 16) T2-weighted MRI brain template for the adult Yucatan micropig. Additionally, we present initial analysis of T1-weighted (n = 3), and diffusion-weighted (n = 3) images through multimodal registration of these contrasts to our T2 template. The strategies used here may also be generalized to create similar templates for other study populations or species in need of template construction.
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Affiliation(s)
- Stephano J. Chang
- Neuroscience Graduate Program, University of Miami Miller School of Medicine, Miami, FL, United States
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
- Division of Neurosurgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada
| | - Andrea J. Santamaria
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Francisco J. Sanchez
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Luz M. Villamil
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Pedro Pinheiro Saraiva
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Jose Rodriguez
- Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Yohjans Nunez-Gomez
- Department of Pediatric Critical Care, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Ioan Opris
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Juan P. Solano
- Department of Pediatric Critical Care, University of Miami Miller School of Medicine, Miami, FL, United States
| | - James D. Guest
- Neuroscience Graduate Program, University of Miami Miller School of Medicine, Miami, FL, United States
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Brian R. Noga
- Neuroscience Graduate Program, University of Miami Miller School of Medicine, Miami, FL, United States
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, United States
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15
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Fang X, Sun W, Jeon J, Azain M, Kinder H, Ahn J, Chung HC, Mote RS, Filipov NM, Zhao Q, Rayalam S, Park HJ. Perinatal Docosahexaenoic Acid Supplementation Improves Cognition and Alters Brain Functional Organization in Piglets. Nutrients 2020; 12:E2090. [PMID: 32679753 PMCID: PMC7400913 DOI: 10.3390/nu12072090] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 07/10/2020] [Accepted: 07/11/2020] [Indexed: 12/22/2022] Open
Abstract
Epidemiologic studies associate maternal docosahexaenoic acid (DHA)/DHA-containing seafood intake with enhanced cognitive development; although, it should be noted that interventional trials show inconsistent findings. We examined perinatal DHA supplementation on cognitive performance, brain anatomical and functional organization, and the brain monoamine neurotransmitter status of offspring using a piglet model. Sows were fed a control (CON) or a diet containing DHA (DHA) from late gestation throughout lactation. Piglets underwent an open field test (OFT), an object recognition test (ORT), and magnetic resonance imaging (MRI) to acquire anatomical, diffusion tensor imaging (DTI), and resting-state functional MRI (rs-fMRI) at weaning. Piglets from DHA-fed sows spent 95% more time sniffing the walls than CON in OFT and exhibited an elevated interest in the novel object in ORT, while CON piglets demonstrated no preference. Maternal DHA supplementation increased fiber length and tended to increase fractional anisotropy in the hippocampus of offspring than CON. DHA piglets exhibited increased functional connectivity in the cerebellar, visual, and default mode network and decreased activity in executive control and sensorimotor network compared to CON. The brain monoamine neurotransmitter levels did not differ in healthy offspring. Perinatal DHA supplementation may increase exploratory behaviors, improve recognition memory, enhance fiber tract integrity, and alter brain functional organization in offspring at weaning.
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Affiliation(s)
- Xi Fang
- Department of Foods and Nutrition, College of Family and Consumer Sciences, University of Georgia, Athens, GA 30602, USA; (X.F.); (J.J.)
| | - Wenwu Sun
- Department of Physics and Astronomy, Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USA; (W.S.); (Q.Z.)
| | - Julie Jeon
- Department of Foods and Nutrition, College of Family and Consumer Sciences, University of Georgia, Athens, GA 30602, USA; (X.F.); (J.J.)
| | - Michael Azain
- Department of Animal and Dairy Science, College of Agricultural & Environmental Sciences, University of Georgia, Athens, GA 30602, USA; (M.A.); (H.K.)
| | - Holly Kinder
- Department of Animal and Dairy Science, College of Agricultural & Environmental Sciences, University of Georgia, Athens, GA 30602, USA; (M.A.); (H.K.)
| | - Jeongyoun Ahn
- Department of Statistics, Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USA; (J.A.); (H.C.C.)
| | - Hee Cheol Chung
- Department of Statistics, Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USA; (J.A.); (H.C.C.)
| | - Ryan S. Mote
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, Athens, GA 30602, USA; (R.S.M.); (N.M.F.)
| | - Nikolay M. Filipov
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, Athens, GA 30602, USA; (R.S.M.); (N.M.F.)
| | - Qun Zhao
- Department of Physics and Astronomy, Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USA; (W.S.); (Q.Z.)
| | - Srujana Rayalam
- Department of Pharmaceutical Sciences, Philadelphia College of Osteopathic Medicine, Suwanee, GA 30024, USA
| | - Hea Jin Park
- Department of Foods and Nutrition, College of Family and Consumer Sciences, University of Georgia, Athens, GA 30602, USA; (X.F.); (J.J.)
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16
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Stæger FF, Mortensen KN, Nielsen MSN, Sigurdsson B, Kaufmann LK, Hirase H, Nedergaard M. A three-dimensional, population-based average of the C57BL/6 mouse brain from DAPI-stained coronal slices. Sci Data 2020; 7:235. [PMID: 32661243 PMCID: PMC7359299 DOI: 10.1038/s41597-020-0570-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 06/15/2020] [Indexed: 11/17/2022] Open
Abstract
Fluorescence imaging of immunolabeled brain slices is a key tool in neuroscience that enable mapping of proteins or DNA/RNA at resolutions not possible with non-invasive techniques, including magnetic resonance or nuclear imaging. The signal in specific regions is usually quantified after manually drawing regions of interest, risking operator-bias. Automated segmentation methods avoid this risk but require multi-sample average atlases with similar image contrast as the images to be analyzed. We here present the first population-based average atlas of the C57BL/6 mouse brain constructed from brain sections labeled with the fluorescence nuclear stain DAPI. The data set constitutes a rich three-dimensional representation of the average mouse brain in the DAPI staining modality reconstructed from coronal slices and includes an automatic segmentation/spatial normalization pipeline for novel coronal slices. It constitutes the final population-based average template, individual reconstructed brain volumes, and native coronal slices. The comprehensive data set and accompanying spatial normalization/segmentation software are provided. We encourage the community to utilize it to improve and validate methods for automated brain slice analysis.
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Affiliation(s)
- Frederik Filip Stæger
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Kristian Nygaard Mortensen
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Malthe Skytte Nordentoft Nielsen
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Björn Sigurdsson
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Louis Krog Kaufmann
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Hajime Hirase
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Maiken Nedergaard
- Center for Translational Neuromedicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark.
- Center for Translational Neuromedicine, University of Rochester Medical Center, Rochester, NY, 14642, USA.
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17
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Activation of NMDA receptor ion channels by deep brain stimulation in the pig visualised with [18F]GE-179 PET. Brain Stimul 2020; 13:1071-1078. [DOI: 10.1016/j.brs.2020.03.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Revised: 03/17/2020] [Accepted: 03/30/2020] [Indexed: 11/20/2022] Open
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18
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Thomsen MB, Schacht AC, Alstrup AKO, Jacobsen J, Lillethorup TP, Bærentzen SL, Noer O, Orlowski D, Elfving B, Müller HK, Brooks DJ, Landau AM. Preclinical PET Studies of [ 11C]UCB-J Binding in Minipig Brain. Mol Imaging Biol 2020; 22:1290-1300. [PMID: 32514885 DOI: 10.1007/s11307-020-01506-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
PURPOSE Loss of neuronal synapse function is associated with a number of brain disorders. The [11C]UCB-J positron emission tomography (PET) tracer allows for in vivo examination of synaptic density, as it binds to synaptic vesicle glycoprotein 2A (SV2A) expressed in presynaptic terminals. Here, we characterise [11C]UCB-J imaging in Göttingen minipigs. PROCEDURES Using PET imaging, we examined tracer specificity and compared kinetic models. We explored the use of a standard blood curve and centrum semiovale white matter as a reference region. We compared in vivo [11C]UCB-J PET imaging to in vitro autoradiography, Western blotting and real-time quantitative polymerase chain reaction. RESULTS The uptake kinetics of [11C]UCB-J could be described using a 1-tissue compartment model and blocking of SV2A availability with levetiracetam showed dose-dependent specific binding. Population-based blood curves resulted in reliable [11C]UCB-J binding estimates, while it was not possible to use centrum semiovale white matter as a non-specific reference region. Brain [11C]UCB-J PET signals correlated well with [3H]UCB-J autoradiography and SV2A protein levels. CONCLUSIONS [11C]UCB-J PET is a valid in vivo marker of synaptic density in the minipig brain, with binding values close to those reported for humans. Minipig models of disease could be valuable for investigating the efficacy of putative neuroprotective agents for preserving synaptic function in future non-invasive, longitudinal studies.
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Affiliation(s)
- Majken Borup Thomsen
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark
| | - Anna Christina Schacht
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark
| | - Aage Kristian Olsen Alstrup
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark
| | - Jan Jacobsen
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark
| | - Thea Pinholt Lillethorup
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark
| | - Simone Larsen Bærentzen
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark.,Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Ove Noer
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark
| | - Dariusz Orlowski
- Center for Experimental Neuroscience (CENSE), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Betina Elfving
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Heidi Kaastrup Müller
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - David J Brooks
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark.,Institute of Translational and Clinical Research, Faculty of Medical Science, Newcastle upon Tyne University, Newcastle upon Tyne, UK
| | - Anne M Landau
- Department of Nuclear Medicine and PET, Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 165, J, 8200, Aarhus N, Denmark. .,Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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19
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Landau AM, Noer O, Alstrup AKO, Audrain H, Wegener G, Gjedde A, Doudet DJ, Winterdahl M. Type of Anaesthetic Influences [ 11C]MDL100,907 Binding to 5HT 2A Receptors in Porcine Brain. Mol Imaging Biol 2020; 22:797-804. [PMID: 31993926 DOI: 10.1007/s11307-020-01476-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
PURPOSE Anaesthesia routinely is used in animal neuroimaging in order to reduce head motion artefacts and minimize the influence of stress. However, anaesthetics can modify radioligand binding profiles at receptor targets studied by positron emission tomography (PET). Here, we determined the effects of two routine anaesthetics on the binding of a tracer of the serotonin 5HT2A receptors. PROCEDURES Isoflurane- and propofol-anesthetised Göttingen minipigs were imaged with [11C]MDL100,907 PET and analysed using regions of interest and statistical non-parametric mapping. RESULTS The binding potentials of the tracer in striatum under isoflurane anaesthesia significantly exceeded those obtained under propofol anaesthesia, an effect we attribute to the higher blood flow in brain induced by the former. CONCLUSIONS Interactions between radioligands and anaesthesia must be carefully evaluated in the design of in vivo neuroimaging and interpretation of data.
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Affiliation(s)
- Anne M Landau
- Department of Nuclear Medicine and PET, Aarhus University, Aarhus, Denmark. .,Translational Neuropsychiatry Unit, Aarhus University, Aarhus, Denmark.
| | - Ove Noer
- Department of Nuclear Medicine and PET, Aarhus University, Aarhus, Denmark
| | | | - Hélène Audrain
- Department of Nuclear Medicine and PET, Aarhus University, Aarhus, Denmark
| | - Gregers Wegener
- Translational Neuropsychiatry Unit, Aarhus University, Aarhus, Denmark
| | - Albert Gjedde
- Department of Nuclear Medicine and PET, Aarhus University, Aarhus, Denmark.,Department of Nuclear Medicine, University of Southern Denmark, Odense University Hospital, Odense, Denmark.,Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Doris J Doudet
- Department of Medicine/Neurology, University of British Columbia, Vancouver, Canada
| | - Michael Winterdahl
- Department of Nuclear Medicine and PET, Aarhus University, Aarhus, Denmark
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20
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Kaiser EE, West FD. Large animal ischemic stroke models: replicating human stroke pathophysiology. Neural Regen Res 2020; 15:1377-1387. [PMID: 31997796 PMCID: PMC7059570 DOI: 10.4103/1673-5374.274324] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
The high morbidity and mortality rate of ischemic stroke in humans has led to the development of numerous animal models that replicate human stroke to further understand the underlying pathophysiology and to explore potential therapeutic interventions. Although promising therapeutics have been identified using these animal models, with most undergoing significant testing in rodent models, the vast majority of these interventions have failed in human clinical trials. This failure of preclinical translation highlights the critical need for better therapeutic assessment in more clinically relevant ischemic stroke animal models. Large animal models such as non-human primates, sheep, pigs, and dogs are likely more predictive of human responses and outcomes due to brain anatomy and physiology that are more similar to humans-potentially making large animal testing a key step in the stroke therapy translational pipeline. The objective of this review is to highlight key characteristics that potentially make these gyrencephalic, large animal ischemic stroke models more predictive by comparing pathophysiological responses, tissue-level changes, and model limitations.
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Affiliation(s)
- Erin E Kaiser
- Regenerative Bioscience Center; Neuroscience Program, Biomedical and Health Sciences Institute; Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, USA
| | - Franklin D West
- Regenerative Bioscience Center; Neuroscience Program, Biomedical and Health Sciences Institute; Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA, USA
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21
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Chen Y, Quddusi A, Harrison KA, Ryan PE, Cook DJ. Selection of preclinical models to evaluate intranasal brain cooling for acute ischemic stroke. Brain Circ 2019; 5:160-168. [PMID: 31950091 PMCID: PMC6950506 DOI: 10.4103/bc.bc_20_19] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/28/2019] [Indexed: 01/12/2023] Open
Abstract
Stroke accounts for a large proportion of global mortality and morbidity. Selective hypothermia, via intranasal cooling devices, is a promising intervention in acute ischemic stroke. However, prior to large clinical trials, preclinical studies in large animal models of ischemic stroke are needed to assess the efficacy, safety, and feasibility of intranasal cooling for selective hypothermia as a neuroprotective strategy. Here, we review the available scientific literature for evidence supporting selective hypothermia and make recommendations of a preclinical, large, animal-based, ischemic stroke model that has the greatest potential for evaluating intranasal cooling for selective hypothermia and neuroprotection. We conclude that among large animal models of focal ischemic stroke including pigs, sheep, dogs, and nonhuman primates (NHPs), cynomolgus macaques have nasal anatomy, nasal vasculature, neuroanatomy, and cerebrovasculature that are most similar to those of humans. Moreover, middle cerebral artery stroke in cynomolgus macaques produces functional and behavioral deficits that are quantifiable to a greater degree of precision and detail than those that can be revealed through available assessments for other large animals. These NHPs are also amenable to extensive neuroimaging studies as a means of monitoring stroke evolution and evaluating infarct size. Hence, we suggest that cynomolgus macaques are best suited to assess the safety and efficacy of intranasal selective hypothermia through an evaluation of hyperacute diffusion-weighted imaging and subsequent investigation of chronic functional recovery, prior to randomized clinical trials in humans.
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Affiliation(s)
- Yining Chen
- Centre for Neuroscience Studies, Queen's University, Kingston, ON, Canada
| | - Ayesha Quddusi
- Centre for Neuroscience Studies, Queen's University, Kingston, ON, Canada
| | | | - Paige E Ryan
- Centre for Neuroscience Studies, Queen's University, Kingston, ON, Canada
| | - Douglas J Cook
- Centre for Neuroscience Studies, Queen's University, Kingston, ON, Canada.,Department of Surgery, Division of Neurosurgery, Kingston General Hospital, Kingston, ON, Canada
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22
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Assersen KB, Høilund‐Carlsen PF, Olsen MH, Greve SV, Gam‐Hadberg JC, Braad P, Damkjaer M, Bie P. The exaggerated natriuresis of essential hypertension occurs independently of changes in renal medullary blood flow. Acta Physiol (Oxf) 2019; 226:e13266. [PMID: 30770642 DOI: 10.1111/apha.13266] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 02/10/2019] [Accepted: 02/12/2019] [Indexed: 01/20/2023]
Abstract
AIMS In patients with essential hypertension, abnormal renal sodium handling includes exaggerated natriuresis in response to extracellular volume expansion. We tested the hypothesis that exaggerated natriuresis is associated with increases in medullary and/or cortical renal blood flow. METHODS Patients with mild essential hypertension, but no signs of end organ damage, and control subjects were studied after 4 days of dietary standardization (<60 mmol Na+ day-1 ) preceded in patients by a 14-day drug washout period. On the study day, subjects received a 4-hour intravenous volume expansion with saline (2.1% of body mass). Renal medullary and cortical blood flows were measured by PET scanning using H2 15 O as tracer; anatomical regions of interest were defined by contrast-enhanced CT scanning. RESULTS In patients, arterial blood pressure increased during volume expansion (107 ± 2-114 ± 3 mm Hg, P < 0.05) in contrast to the control group (92 ± 2-92 ± 2 mm Hg). Renal sodium excretion increased more in patients than in controls (+133 ± 31 µmol min-1 vs +61 ± 14 µmol min-1 , respectively, P < 0.05) confirming exaggerated natriuresis. During volume expansion, renal medullary blood flow did not change significantly in patients (2.8 ± 0.4-2.5 ± 0.5 mL (g tissue)-1 min-1 ) or in controls (3.2 ± 0.3-3.1 ± 0.2 mL (g tissue)-1 min-1 ). In control subjects, renal cortical blood flow fell during volume expansion (4.1 ± 0.3-3.7 ± 0.2 mL (g tissue)-1 min-1 , P < 0.05) in contrast to patients in which deviations remained insignificant. CONCLUSION Exaggerated natriuresis, a hallmark of essential hypertension, is not mediated by increases in regional, renal blood flow.
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Affiliation(s)
- Kasper B. Assersen
- Cardiovascular and Renal Research, Institute of Molecular Medicine University of Southern Denmark Odense Denmark
| | | | | | - Sara V. Greve
- Department of Endocrinology Odense University Hospital Svendborg Denmark
| | | | - Poul‐Erik Braad
- Department of Nuclear Medicine Odense University Hospital Odense Denmark
| | - Mads Damkjaer
- Hans Christian Andersen Children's Hospital Odense University Hospital Odense Denmark
| | - Peter Bie
- Cardiovascular and Renal Research, Institute of Molecular Medicine University of Southern Denmark Odense Denmark
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23
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Ella A, Barrière DA, Adriaensen H, Palmer DN, Melzer TR, Mitchell NL, Keller M. The development of brain magnetic resonance approaches in large animal models for preclinical research. Anim Front 2019; 9:44-51. [PMID: 32002261 PMCID: PMC6951960 DOI: 10.1093/af/vfz024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Affiliation(s)
- Arsène Ella
- Physiologie de la Reproduction & des Comportements, INRA/CNRS/Université de Tours, France.,MRC Cognition and Brain Science Unit, University of Cambridge, UK
| | - David A Barrière
- Physiologie de la Reproduction & des Comportements, INRA/CNRS/Université de Tours, France.,Neurospin, CEA, France
| | - Hans Adriaensen
- Physiologie de la Reproduction & des Comportements, INRA/CNRS/Université de Tours, France
| | - David N Palmer
- Faculty of Agriculture and Life Sciences, Lincoln University, New Zealand
| | - Tracy R Melzer
- Department of Medicine, University of Otago, Christchurch, and New Zealand Brain Research Institute, New Zealand
| | - Nadia L Mitchell
- Faculty of Agriculture and Life Sciences, Lincoln University, New Zealand.,Department of Radiology, University of Otago, Christchurch, New Zealand
| | - Matthieu Keller
- Physiologie de la Reproduction & des Comportements, INRA/CNRS/Université de Tours, France
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24
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Landau AM, Alstrup AKO, Noer O, Winterdahl M, Audrain H, Møller A, Videbech P, Wegener G, Gjedde A, Doudet DJ. Electroconvulsive stimulation differentially affects [ 11C]MDL100,907 binding to cortical and subcortical 5HT 2A receptors in porcine brain. J Psychopharmacol 2019; 33:714-721. [PMID: 30887871 DOI: 10.1177/0269881119836212] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Electroconvulsive therapy is an effective therapy of depression. We hypothesized that the beneficial effects are mediated partly by decreased serotonin receptor availability in the cortex. AIMS We used positron emission tomography with the serotonin 5HT2A receptor radioligand [11C]MDL100,907 to determine serotonin receptor availability in response to electroconvulsive stimulation (ECS). METHODS Seven Göttingen minipigs were deeply anaesthetized and imaged at baseline before the onset of ECS, and at 1-2 and 8-10 days after the end of a clinical course of ECS, consisting of 10 sessions over 3.5 weeks, and post-ECS values were compared to baseline. One additional minipig was anaesthetized over 10 sessions without ECS, as a control. We analysed images with the Ichise model for binding in cortex and hippocampus, followed by whole-brain analysis by statistical non-parametric mapping. RESULTS We found significantly increased binding potential of [11C]MDL100,907 in the cortex and hippocampus 1-2 days after ECS, consistent with increased serotonin receptor availability compared to baseline. By 8-10 days after the final ECS, the average tracer binding had returned towards baseline. However, we also found significantly decreased tracer binding in the subcortical regions of olfactory bulb, pons, thalamus and striatum. CONCLUSIONS With ECS, minipigs, unlike primates but like rodents, have higher availability at cortical and hippocampal 5HT2A receptors. Decreased tracer binding is consistent with reduced serotonin receptor availability as a differential effect of ECS on 5HT2A receptors in subcortical regions of minipig brain.
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Affiliation(s)
- Anne M Landau
- 1 Translational Neuropsychiatry Unit, Aarhus University, Aarhus, Denmark.,2 Department of Nuclear Medicine and PET Centre, Aarhus University and Hospital, Aarhus, Denmark
| | | | - Ove Noer
- 2 Department of Nuclear Medicine and PET Centre, Aarhus University and Hospital, Aarhus, Denmark
| | - Michael Winterdahl
- 2 Department of Nuclear Medicine and PET Centre, Aarhus University and Hospital, Aarhus, Denmark
| | - Hélène Audrain
- 2 Department of Nuclear Medicine and PET Centre, Aarhus University and Hospital, Aarhus, Denmark
| | - Arne Møller
- 2 Department of Nuclear Medicine and PET Centre, Aarhus University and Hospital, Aarhus, Denmark.,3 Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, Denmark
| | - Poul Videbech
- 4 Centre of Mental Health, Glostrup & University of Copenhagen, Copenhagen, Denmark
| | - Gregers Wegener
- 1 Translational Neuropsychiatry Unit, Aarhus University, Aarhus, Denmark
| | - Albert Gjedde
- 2 Department of Nuclear Medicine and PET Centre, Aarhus University and Hospital, Aarhus, Denmark.,5 Department of Nuclear Medicine, University of Southern Denmark & Odense University Hospital, Odense, Denmark.,6 Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Doris J Doudet
- 7 Department of Medicine/Neurology, University of British Columbia, Vancouver, BC, Canada
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25
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Restoration of brain circulation and cellular functions hours post-mortem. Nature 2019; 568:336-343. [PMID: 30996318 DOI: 10.1038/s41586-019-1099-1] [Citation(s) in RCA: 145] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 03/01/2019] [Indexed: 11/08/2022]
Abstract
The brains of humans and other mammals are highly vulnerable to interruptions in blood flow and decreases in oxygen levels. Here we describe the restoration and maintenance of microcirculation and molecular and cellular functions of the intact pig brain under ex vivo normothermic conditions up to four hours post-mortem. We have developed an extracorporeal pulsatile-perfusion system and a haemoglobin-based, acellular, non-coagulative, echogenic, and cytoprotective perfusate that promotes recovery from anoxia, reduces reperfusion injury, prevents oedema, and metabolically supports the energy requirements of the brain. With this system, we observed preservation of cytoarchitecture; attenuation of cell death; and restoration of vascular dilatory and glial inflammatory responses, spontaneous synaptic activity, and active cerebral metabolism in the absence of global electrocorticographic activity. These findings demonstrate that under appropriate conditions the isolated, intact large mammalian brain possesses an underappreciated capacity for restoration of microcirculation and molecular and cellular activity after a prolonged post-mortem interval.
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26
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Orlowski D, Glud AN, Palomero-Gallagher N, Sørensen JCH, Bjarkam CR. Online histological atlas of the Göttingen minipig brain. Heliyon 2019; 5:e01363. [PMID: 30949607 PMCID: PMC6429808 DOI: 10.1016/j.heliyon.2019.e01363] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 01/24/2019] [Accepted: 03/13/2019] [Indexed: 02/04/2023] Open
Abstract
Background The cytoarchitecture of the Göttingen minipig telencephalon has recently been elucidated in the published article (Bjarkam et al., 2017). The aim of the current paper is to describe how such data can be presented in an online histological atlas of the Gottingen minipig brain and how this atlas was constructed. Methods Two sets of histological sections were used. One set was photographed in high resolution and labelled, the other set in low resolution (resized first set) was used for reference on the computer screen. The two sets of microphotographs enable, using the freely available JQuery Image Zoom Plugin, the subsequent construction of a simple HTML-based atlas web page with a “virtual microscope like” style, which allowed magnifying of the base image (low-resolution image) up to the maximum resolution of the high-resolution image. In addition, we describe how the established histological atlas can be accompanied by a set of similar T1-weighted MRI pictures. Results and conclusion Histological and MRI pictures are presented in atlas form on www.cense.dk/minipig_atlas/index.html. The described pipeline represent a cheap and freely available way to present histological images, in online virtual microscopic atlas form, and may thus be of general interest to anyone who would like to present histological data accordingly.
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Affiliation(s)
- Dariusz Orlowski
- Center for Experimental Neuroscience (Cense), Institute of Clinical Medicine - The Department of Neurosurgery, Aarhus University, Aarhus Universitetshospital, Palle Juul-Jensens Boulevard 165, Indgang J, Plan 1, J118-125, DK-8200 Aarhus N, Denmark
| | - Andreas N Glud
- Center for Experimental Neuroscience (Cense), Institute of Clinical Medicine - The Department of Neurosurgery, Aarhus University, Aarhus Universitetshospital, Palle Juul-Jensens Boulevard 165, Indgang J, Plan 1, J118-125, DK-8200 Aarhus N, Denmark
| | - Nicola Palomero-Gallagher
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, 52425 Jülich, Germany.,Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen, Aachen, Germany
| | - Jens Christian H Sørensen
- Center for Experimental Neuroscience (Cense), Institute of Clinical Medicine - The Department of Neurosurgery, Aarhus University, Aarhus Universitetshospital, Palle Juul-Jensens Boulevard 165, Indgang J, Plan 1, J118-125, DK-8200 Aarhus N, Denmark.,Department of Neurosurgery, Aarhus University Hospital, Aarhus Universitetshospital, Palle Juul-Jensens Boulevard 165, Indgang J, Plan 6, DK-8200 Aarhus N, Denmark
| | - Carsten R Bjarkam
- Department of Neurosurgery, Aalborg University Hospital, and Institute of Clinical Medicine, Aalborg University, Hobrovej 18-22, DK-9000 Aalborg, Denmark
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27
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Lillethorup TP, Glud AN, Alstrup AKO, Noer O, Nielsen EHT, Schacht AC, Landeck N, Kirik D, Orlowski D, Sørensen JCH, Doudet DJ, Landau AM. Longitudinal monoaminergic PET imaging of chronic proteasome inhibition in minipigs. Sci Rep 2018; 8:15715. [PMID: 30356172 PMCID: PMC6200778 DOI: 10.1038/s41598-018-34084-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 10/11/2018] [Indexed: 02/08/2023] Open
Abstract
Impairment of the ubiquitin proteasome system has been implicated in Parkinson’s disease. We used positron emission tomography to investigate longitudinal effects of chronic intracerebroventricular exposure to the proteasome inhibitor lactacystin on monoaminergic projections and neuroinflammation. Göttingen minipigs were implanted in the cisterna magna with a catheter connected to a subcutaneous injection port. Minipigs were imaged at baseline and after cumulative doses of 200 and 400 μg lactacystin, respectively. Main radioligands included [11C]-DTBZ (vesicular monoamine transporter type 2) and [11C]-yohimbine (α2-adrenoceptor). [11C]-DASB (serotonin transporter) and [11C]-PK11195 (activated microglia) became available later in the study and we present their results in a smaller subset of animals for information purposes only. Striatal [11C]-DTBZ binding potentials decreased significantly by 16% after 200 μg compared to baseline, but the decrease was not sustained after 400 μg (n = 6). [11C]-yohimbine volume of distribution increased by 18–25% in the pons, grey matter and the thalamus after 200 μg, which persisted at 400 μg (n = 6). In the later subset of minipigs, we observed decreased [11C]-DASB (n = 5) and increased [11C]-PK11195 (n = 3) uptake after 200 μg. These changes may mimic monoaminergic changes and compensatory responses in early Parkinson’s disease.
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Affiliation(s)
- Thea P Lillethorup
- Department of Nuclear Medicine and PET Center, Department of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Andreas N Glud
- Center for Experimental Neuroscience (CENSE), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Aage K O Alstrup
- Department of Nuclear Medicine and PET Center, Department of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Ove Noer
- Department of Nuclear Medicine and PET Center, Department of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Erik H T Nielsen
- Department of Nuclear Medicine and PET Center, Department of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Anna C Schacht
- Department of Nuclear Medicine and PET Center, Department of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Natalie Landeck
- Brain Repair and Imaging in Neural Systems (BRAINS) Unit, Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Deniz Kirik
- Brain Repair and Imaging in Neural Systems (BRAINS) Unit, Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Dariusz Orlowski
- Center for Experimental Neuroscience (CENSE), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Jens Christian H Sørensen
- Center for Experimental Neuroscience (CENSE), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Doris J Doudet
- Department of Medicine/Neurology, University of British Columbia, Vancouver, BC, Canada
| | - Anne M Landau
- Department of Nuclear Medicine and PET Center, Department of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark. .,Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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28
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Lillethorup TP, Glud AN, Landeck N, Alstrup AKO, Jakobsen S, Vang K, Doudet DJ, Brooks DJ, Kirik D, Hinz R, Sørensen JC, Landau AM. In vivo quantification of glial activation in minipigs overexpressing human α-synuclein. Synapse 2018; 72:e22060. [PMID: 30009467 DOI: 10.1002/syn.22060] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 07/06/2018] [Accepted: 07/11/2018] [Indexed: 12/25/2022]
Abstract
Parkinson's disease is characterized by a progressive loss of substantia nigra (SN) dopaminergic neurons and the formation of Lewy bodies containing accumulated alpha-synuclein (α-syn). The pathology of Parkinson's disease is associated with neuroinflammatory microglial activation, which may contribute to the ongoing neurodegeneration. This study investigates the in vivo microglial and dopaminergic response to overexpression of α-syn. We used positron emission tomography (PET) and the 18 kDa translocator protein radioligand, [11 C](R)PK11195, to image brain microglial activation and (+)-α-[11 C]dihydrotetrabenazine ([11 C]DTBZ), to measure vesicular monoamine transporter 2 (VMAT2) availability in Göttingen minipigs following injection with recombinant adeno-associated virus (rAAV) vectors expressing either mutant A53T α-syn or green fluorescent protein (GFP) into the SN (4 rAAV-α-syn, 4 rAAV-GFP, 5 non-injected control minipigs). We performed motor symptom assessment and immunohistochemical examination of tyrosine hydroxylase (TH) and transgene expression. Expression of GFP and α-syn was observed at the SN injection site and in the striatum. We observed no motor symptoms or changes in striatal [11 C]DTBZ binding potential in vivo or striatal or SN TH staining in vitro between the groups. The mean [11 C](R)PK11195 total volume of distribution was significantly higher in the basal ganglia and cortical areas of the α-syn group than the control animals. We conclude that mutant α-syn expression in the SN resulted in microglial activation in multiple sub- and cortical regions, while it did not affect TH stains or VMAT2 availability. Our data suggest that microglial activation constitutes an early response to accumulation of α-syn in the absence of dopamine neuron degeneration.
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Affiliation(s)
- Thea Pinholt Lillethorup
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Andreas Nørgaard Glud
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Institute of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Natalie Landeck
- Brain Repair and Imaging in Neural Systems (BRAINS) Unit, Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Aage Kristian Olsen Alstrup
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Steen Jakobsen
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Kim Vang
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark
| | - Doris J Doudet
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark.,Department of Medicine/Neurology, University of British Columbia, Vancouver, British Columbia, Canada
| | - David J Brooks
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark.,Division of Neuroscience, Department of Medicine, Imperial College London, London, United Kingdom.,Division of Neuroscience, Newcastle University, Newcastle, United Kingdom
| | - Deniz Kirik
- Brain Repair and Imaging in Neural Systems (BRAINS) Unit, Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Rainer Hinz
- Wolfson Molecular Imaging Centre, University of Manchester, Manchester, United Kingdom
| | - Jens Christian Sørensen
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Institute of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Anne M Landau
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Aarhus, Denmark.,Translational Neuropsychiatry Unit, Institute of Clinical Medicine, Aarhus University, Risskov, Denmark
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29
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Landau AM, Alstrup AK, Audrain H, Jakobsen S, Simonsen M, Møller A, Videbech P, Wegener G, Gjedde A, Doudet DJ. Elevated dopamine D1 receptor availability in striatum of Göttingen minipigs after electroconvulsive therapy. J Cereb Blood Flow Metab 2018; 38:881-887. [PMID: 28509598 PMCID: PMC5987930 DOI: 10.1177/0271678x17705260] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Electroconvulsive therapy (ECT), a direct form of brain stimulation, is an effective antidepressant. We hypothesized that the beneficial effects of ECT are mediated by increased dopaminergic neurotransmission, in which the baseline activity of D1 receptors may predict the response to ECT. We established a novel model of brain stimulation in Göttingen minipigs based on the protocol of ECT applied in humans. With positron emission tomography (PET), we determined a measure of dopaminergic neurotransmission with the dopamine D1 receptor antagonist [11C]SCH23390. Seven minipigs were anesthetized and completed PET at baseline, prior to the onset of ECT treatment, and at 24-48 h and 8-10 days after the end of a clinical course of ECT, consisting of 10 ECT sessions over a 3.5-week period. In all pigs, the binding of [11C]SCH23390 to striatal D1 receptors had increased by 24-48 h after ECT, and in most, binding returned towards baseline at 8-10 days. Increased binding was observed in inverse proportion to baseline binding rates. Increased binding to dopamine D1 receptors suggests facilitation of dopaminergic neurotransmission, which may contribute to the therapeutic effects of ECT. Importantly, the baseline binding capacity of D1 receptors predicts the magnitude of increased binding, up to a maximum binding capacity.
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Affiliation(s)
- Anne M Landau
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark.,2 Translational Neuropsychiatry Unit, Aarhus University and Hospital, Aarhus C, Denmark.,3 Center of Functionally Integrative Neuroscience, Aarhus University and Hospital, Aarhus C, Denmark
| | - Aage Ko Alstrup
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark
| | - Helene Audrain
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark
| | - Steen Jakobsen
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark
| | - Mette Simonsen
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark
| | - Arne Møller
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark.,3 Center of Functionally Integrative Neuroscience, Aarhus University and Hospital, Aarhus C, Denmark
| | - Poul Videbech
- 4 Centre of Mental Health, Glostrup & University of Copenhagen, Denmark
| | - Gregers Wegener
- 2 Translational Neuropsychiatry Unit, Aarhus University and Hospital, Aarhus C, Denmark
| | - Albert Gjedde
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark.,5 Center for Neuroscience, University of Copenhagen, Copenhagen, Denmark.,6 Department of Nuclear Medicine, University of Southern Denmark & Odense University Hospital, Odense, Denmark
| | - Doris J Doudet
- 1 Department of Nuclear Medicine and PET Center, Aarhus University and Hospital, Aarhus C, Denmark.,7 Department of Medicine/Neurology, University of British Columbia, Vancouver, BC, Canada
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30
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Lillethorup TP, Glud AN, Alstrup AKO, Mikkelsen TW, Nielsen EH, Zaer H, Doudet DJ, Brooks DJ, Sørensen JCH, Orlowski D, Landau AM. Nigrostriatal proteasome inhibition impairs dopamine neurotransmission and motor function in minipigs. Exp Neurol 2018; 303:142-152. [PMID: 29428213 DOI: 10.1016/j.expneurol.2018.02.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 01/29/2018] [Accepted: 02/06/2018] [Indexed: 01/09/2023]
Abstract
Parkinson's disease (PD) is characterized by degeneration of dopaminergic neurons in the substantia nigra leading to slowness and stiffness of limb movement with rest tremor. Using ubiquitin proteasome system inhibitors, rodent models have shown nigrostriatal degeneration and motor impairment. We translated this model to the Göttingen minipig by administering lactacystin into the medial forebrain bundle (MFB). Minipigs underwent positron emission tomography (PET) imaging with (+)-α-[11C]dihydrotetrabenazine ([11C]DTBZ), a marker of vesicular monoamine transporter 2 availability, at baseline and three weeks after the unilateral administration of 100 μg lactacystin into the MFB. Compared to their baseline values, minipigs injected with lactacystin showed on average a 36% decrease in ipsilateral striatal binding potential corresponding to impaired presynaptic dopamine terminals. Behaviourally, minipigs displayed asymmetrical motor disability with spontaneous rotations in one of the animals. Immunoreactivity for tyrosine hydroxylase (TH) and HLA-DR-positive microglia confirmed asymmetrical reduction in nigral TH-positive neurons with an inflammatory response in the lactacystin-injected minipigs. In conclusion, direct injection of lactacystin into the MFB of minipigs provides a model of PD with reduced dopamine neurotransmission, TH-positive neuron reduction, microglial activation and behavioural deficits. This large animal model could be useful in studies of symptomatic and neuroprotective therapies with translatability to human PD.
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Affiliation(s)
- Thea P Lillethorup
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Denmark
| | - Andreas N Glud
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Institute of Clinical Medicine, Aarhus University, Denmark
| | - Aage K O Alstrup
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Denmark
| | - Trine W Mikkelsen
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Institute of Clinical Medicine, Aarhus University, Denmark
| | - Erik H Nielsen
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Denmark
| | - Hamed Zaer
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Institute of Clinical Medicine, Aarhus University, Denmark
| | - Doris J Doudet
- Department of Medicine/Neurology, University of British Columbia, Vancouver, BC, Canada
| | - David J Brooks
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Denmark; Division of Neuroscience, Department of Medicine, Imperial College London, UK; Division of Neuroscience, Newcastle University, UK
| | - Jens Christian H Sørensen
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Institute of Clinical Medicine, Aarhus University, Denmark
| | - Dariusz Orlowski
- Center for Experimental Neuroscience (CENSE), Department of Neurosurgery, Institute of Clinical Medicine, Aarhus University, Denmark
| | - Anne M Landau
- Department of Nuclear Medicine and PET Center, Institute of Clinical Medicine, Aarhus University and Hospital, Denmark; Translational Neuropsychiatry Unit, Institute of Clinical Medicine, Aarhus University, Denmark.
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31
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Villadsen J, Hansen HD, Jørgensen LM, Keller SH, Andersen FL, Petersen IN, Knudsen GM, Svarer C. Automatic delineation of brain regions on MRI and PET images from the pig. J Neurosci Methods 2018; 294:51-58. [DOI: 10.1016/j.jneumeth.2017.11.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Revised: 10/09/2017] [Accepted: 11/12/2017] [Indexed: 12/20/2022]
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32
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Marzano C, Jakobsen S, Salinas C, Tang SP, Bender D, Passchier J, Plisson C. Radiosynthesis and evaluation of 1-substituted 3-(2,3-dihydro-1H-inden-2-yl)-6-(1-ethylpropyl)-(3R,6R)-2,5-piperazinedione derivatives as PET tracers for imaging the central oxytocinergic system. J Labelled Comp Radiopharm 2017; 60:556-565. [PMID: 28670707 DOI: 10.1002/jlcr.3535] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 06/28/2017] [Accepted: 06/28/2017] [Indexed: 12/12/2022]
Abstract
Oxytocin is known to be implicated in a variety of functions, such as learning, stress, anxiety, feeding, and pain perception. Oxytocin is also important for social memory and attachment, human bonding, sexual and maternal behaviour, and aggression. Human disorders characterized by aberrant social interactions, such as autism and schizophrenia, may also involve abnormal oxytocin levels. GSK712043, GSK711320, and GSK664004, three antagonists exhibiting subnanomolar affinity for the human oxytocin receptor (hOTR) and high selectivity over vasopressin receptors were successfully labelled with carbon-11 with suitable yields (0.5-1GBq @EOS), high molar activity (275-700 GBq/μmol), and radiochemical purities. The in vivo regional uptake of these radiotracers was determined in porcine brain. [11 C]GSK711320 baseline scan showed no significant brain uptake, and limited initial uptake was observed following administration of [11 C]GSK712043 or [11 C]GSK664004. The [11 C]GSK712043 and [11 C]GSK664004 kinetics were slow and peaked at around 2%ID/L at 90 minutes post-injection. For both tracers, the distribution of activity was homogeneous throughout the brain. All the tracers showed high uptake in the pituitary gland, especially [11 C]GSK711320; however, its uptake could not be blocked by pretreatment with the known OTR antagonist, L368,899. In vivo evaluation of these candidates demonstrated that they are not suitable as central OTR PET imaging agents.
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Affiliation(s)
- Carmine Marzano
- Imanova Limited, Burlington Danes Building, Hammersmith Hospital, London, UK
| | | | - Cristian Salinas
- Imanova Limited, Burlington Danes Building, Hammersmith Hospital, London, UK
| | - Sac Pham Tang
- Imanova Limited, Burlington Danes Building, Hammersmith Hospital, London, UK
| | | | - Jan Passchier
- Imanova Limited, Burlington Danes Building, Hammersmith Hospital, London, UK
| | - Christophe Plisson
- Imanova Limited, Burlington Danes Building, Hammersmith Hospital, London, UK
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33
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Pascalau R, Szabo B. Fibre Dissection and Sectional Study of the Major Porcine Cerebral White Matter Tracts. Anat Histol Embryol 2017; 46:378-390. [PMID: 28677169 DOI: 10.1111/ahe.12280] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 06/02/2017] [Indexed: 01/19/2023]
Abstract
White matter anatomy is the basis for numerous applications in neurology, neurosurgery and fundamental neuroscience. Although the porcine brain is frequently used as experimental model in these fields of research, the description of its white matter is not as thorough as in the human brain or other species. Thus, the aim of this study is to describe the porcine white matter tracts in a complex manner. Two stepwise dissection protocols adapted from human anatomy were performed on six adult pig brain hemispheres prepared according to the Klingler method. Other four hemispheres were sectioned along section planes that were chosen similar to the Talairach coordinate system. As a result, three commissural tracts, seven association tracts and one projection tract were identified: corpus callosum, fornix, commissura rostralis, the short-association tracts, fasciculus longitudinalis superior, fasciculus uncinatus, fasciculus longitudinalis inferior, fasciculus occipitofrontalis inferior, cingulum, tractus mamillothalamicus and capsula interna. They were described and illustrated from multiple points of view, focusing on their trajectory, position, dimensions and anatomical relations. All in all, we achieved a three-dimensional understanding of the major tracts. The results are ready to be applied in future imagistic or experimental studies.
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Affiliation(s)
- R Pascalau
- Iuliu Hatieganu University of Medicine and Pharmacy, 8 Babes Street, 400012, Cluj-Napoca, Romania
| | - B Szabo
- Department of Anatomy and Embryology, Iuliu Hatieganu University of Medicine and Pharmacy, 8 Babes Street, 400012, Cluj-Napoca, Romania.,Department of Ophthalmology, Emergency County Hospital, 3-5 Clinicilor Street, 400006, Cluj-Napoca, Romania
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34
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Dall AM, Danielsen EH, Sørensen JC, Andersen F, Møller A, Zimmer J, Gjedde AH, Cumming P, Zimmer J, Brevig T, Dall AM, Meyer M, Pedersen EB, Gjedde A, Danielsen EH, Cumming P, Andersen F, Bender D, Falborg L, Gee A, Gillings NM, Hansen SB, Hermansen F, Jørgensen HA, Munk O, Poulsen PH, Rodell AB, Sakoh M, Simonsen CZ, Smith DF, Sørensen JC, Østergård L, Moller A, Johansen TE. Quantitative [18F]Fluorodopa/PET and Histology of Fetal Mesencephalic Dopaminergic Grafts to the Striatum of MPTP-Poisoned Minipigs. Cell Transplant 2017. [DOI: 10.3727/000000002783985314] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The functional restoration of the dopamine innervation of striatum in MPTP-poisoned Göttingen minipigs was assessed for 6 months following grafting of fetal pig mesencephalic neurons. Pigs were assigned to a normal control group and a MPTP-poisoned group, members of which received no further treatment, or which received bilateral grafts to the striatum of tissue blocks harvested from E28 fetal pig mesencephalon with and without immunosuppressive treatment after grafting, or with additional co-grafting with immortalized rat neural cells transfected to produce GDNF. In the baseline condition, and again at 3 and 6 months postsurgery, all animals were subjected to quantitative [18F]fluorodopa PET scans and testing for motor impairment. At the end of 6 months, tyrosine hydroxylase (TH)-containing neurons were counted in the grafts by stereological methods. The MPTP poisoning persistently reduced the magnitude of k3D, the relative activity of DOPA decarboxylase in striatum, by 60%. Grafting restored the rate of [18F]fluorodopa decarboxylation to the normal range, and normalized the scores in motor function. The biochemical and functional recovery was associated with survival of approximately 100,000 TH-positive graft neurons in each hemisphere. Immunosuppression did not impart a greater recovery of [18F]fluorodopa uptake, nor were the number of TH-positive graft neurons or the volumes of the grafts increased in the immunosuppressed group. Contrary to expectation, co-grafting of transfected GDNF-expressing HiB5 cells, a rat-derived neural cell line, tended to impair the survival of the grafts with the lowest values for graft volumes, TH-positive cell numbers, behavioral scores, and relative DOPA decarboxylase activity. From the results we conclude that pig ventral mesencephalic allografts can restore functional dopamine innervation in adult MPTP-lesioned minipigs.
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Affiliation(s)
- Annette Møller Dall
- Department of Anatomy and Neurobiology, University of Southern Denmark, 5000 Odense C, Denmark
| | | | | | | | | | - Jens Zimmer
- Department of Anatomy and Neurobiology, University of Southern Denmark, 5000 Odense C, Denmark
| | - Albert H. Gjedde
- Department of Anatomy and Neurobiology, University of Southern Denmark, 5000 Odense C, Denmark
- McGill University, Montreal, Quebec, Canada
| | - Paul Cumming
- PET Centre, Aarhus General Hospital, 8000 Aarhus C, Denmark
| | - J. Zimmer
- Department of Anatomy and Neurobiology, SDU Odense University
| | - T. Brevig
- Department of Anatomy and Neurobiology, SDU Odense University
| | - A. M. Dall
- Department of Anatomy and Neurobiology, SDU Odense University
| | - M. Meyer
- Department of Anatomy and Neurobiology, SDU Odense University
| | - E. B. Pedersen
- Department of Anatomy and Neurobiology, SDU Odense University
| | - A. Gjedde
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - E. H. Danielsen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - P. Cumming
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - F. Andersen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - D. Bender
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - L. Falborg
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - A. Gee
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - N. M. Gillings
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - S. B. Hansen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - F. Hermansen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - H. A. Jørgensen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - O. Munk
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - P. H. Poulsen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - A. B. Rodell
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - M. Sakoh
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - C. Z. Simonsen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - D. F. Smith
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - J. C. Sørensen
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
| | - L. Østergård
- PET-Center and Departments of Neuroradiology, Neurosurgery, Neuroanaesthesia, and Biological Psychiatry, Aarhus University Hospital
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Schomberg DT, Miranpuri GS, Chopra A, Patel K, Meudt JJ, Tellez A, Resnick DK, Shanmuganayagam D. Translational Relevance of Swine Models of Spinal Cord Injury. J Neurotrauma 2017; 34:541-551. [DOI: 10.1089/neu.2016.4567] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Affiliation(s)
- Dominic T. Schomberg
- Biomedical and Genomic Research Group, Department of Animal Sciences, University of Wisconsin–Madison, Wisconsin
| | - Gurwattan S. Miranpuri
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Abhishek Chopra
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Kush Patel
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Jennifer J. Meudt
- Biomedical and Genomic Research Group, Department of Animal Sciences, University of Wisconsin–Madison, Wisconsin
| | | | - Daniel K. Resnick
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Dhanansayan Shanmuganayagam
- Biomedical and Genomic Research Group, Department of Animal Sciences, University of Wisconsin–Madison, Wisconsin
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Jørgensen LM, Weikop P, Villadsen J, Visnapuu T, Ettrup A, Hansen HD, Baandrup AO, Andersen FL, Bjarkam CR, Thomsen C, Jespersen B, Knudsen GM. Cerebral 5-HT release correlates with [ 11C]Cimbi36 PET measures of 5-HT2A receptor occupancy in the pig brain. J Cereb Blood Flow Metab 2017; 37:425-434. [PMID: 26825776 PMCID: PMC5381441 DOI: 10.1177/0271678x16629483] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Positron emission tomography (PET) can, when used with appropriate radioligands, non-invasively generate temporal and spatial information about acute changes in brain neurotransmitter systems. We for the first time evaluate the novel 5-HT2A receptor agonist PET radioligand, [11C]Cimbi-36, for its sensitivity to detect changes in endogenous cerebral 5-HT levels, as induced by different pharmacological challenges. To enable a direct translation of PET imaging data to changes in brain 5-HT levels, we calibrated the [11C]Cimbi-36 PET signal in the pig brain by simultaneous measurements of extracellular 5-HT levels with microdialysis and [11C]Cimbi-36 PET after various acute interventions (saline, citalopram, citalopram + pindolol, fenfluramine). In a subset of pigs, para-chlorophenylalanine pretreatment was given to deplete cerebral 5-HT. The interventions increased the cerebral extracellular 5-HT levels to 2-11 times baseline, with fenfluramine being the most potent pharmacological enhancer of 5-HT release, and induced a varying degree of decline in [11C]Cimbi-36 binding in the brain, consistent with the occupancy competition model. The observed correlation between changes in the extracellular 5-HT level in the pig brain and the 5-HT2A receptor occupancy indicates that [11C]Cimbi-36 binding is sensitive to changes in endogenous 5-HT levels, although only detectable with PET when the 5-HT release is sufficiently high.
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Affiliation(s)
- Louise M Jørgensen
- 1 Neurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark.,2 Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Pia Weikop
- 3 The Laboratory of Neuropsychiatry, Department of Neuroscience and Pharmacology, University of Copenhagen, Denmark.,4 Psychiatric Centre Copenhagen, University of Copenhagen, Denmark
| | - Jonas Villadsen
- 1 Neurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark
| | - Tanel Visnapuu
- 3 The Laboratory of Neuropsychiatry, Department of Neuroscience and Pharmacology, University of Copenhagen, Denmark.,5 Center for Excellence in Translational Medicine, University of Tartu, Estonia
| | - Anders Ettrup
- 1 Neurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark
| | - Hanne D Hansen
- 1 Neurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark
| | - Anders O Baandrup
- 6 Research Center for Advanced Imaging, Hospital of Køge and Roskilde, Roskilde, Denmark
| | | | | | - Carsten Thomsen
- 2 Faculty of Health and Medical Sciences, University of Copenhagen, Denmark.,9 Department of Radiology, Rigshospitalet, Copenhagen, Denmark
| | - Bo Jespersen
- 10 Department of Neurosurgery, Rigshospitalet, Copenhagen, Denmark
| | - Gitte M Knudsen
- 1 Neurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark.,2 Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
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37
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Benavides FD, Santamaria AJ, Bodoukhin N, Guada LG, Solano JP, Guest JD. Characterization of Motor and Somatosensory Evoked Potentials in the Yucatan Micropig Using Transcranial and Epidural Stimulation. J Neurotrauma 2016; 34:2595-2608. [PMID: 27251314 DOI: 10.1089/neu.2016.4511] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Yucatan micropigs have brain and spinal cord dimensions similar to humans and are useful for certain spinal cord injury (SCI) translational studies. Micropigs are readily trained in behavioral tasks, allowing consistent testing of locomotor loss and recovery. However, there has been little description of their motor and sensory pathway neurophysiology. We established methods to assess motor and sensory cortical evoked potentials in the anesthetized, uninjured state. We also evaluated epidurally evoked motor and sensory stimuli from the T6 and T9 levels, spanning the intended contusion injury epicenter. Response detection frequency, mean latency and amplitude values, and variability of evoked potentials were determined. Somatosensory evoked potentials were reliable and best detected during stimulation of peripheral nerve and epidural stimulation by referencing the lateral cortex to midline Fz. The most reliable hindlimb motor evoked potential (MEP) occurred in tibialis anterior. We found MEPs in forelimb muscles in response to thoracic epidural stimulation likely generated from propriospinal pathways. Cranially stimulated MEPs were easier to evoke in the upper limbs than in the hindlimbs. Autopsy studies revealed substantial variations in cortical morphology between animals. This electrophysiological study establishes that neurophysiological measures can be reliably obtained in micropigs in a time frame compatible with other experimental procedures, such as SCI and transplantation. It underscores the need to better understand the motor control pathways, including the corticospinal tract, to determine which therapeutics are suitable for testing in the pig model.
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Affiliation(s)
- Francisco D Benavides
- 1 The Miami Project to Cure Paralysis, University of Miami , Miller School of Medicine, Miami, Florida
| | - Andrea J Santamaria
- 1 The Miami Project to Cure Paralysis, University of Miami , Miller School of Medicine, Miami, Florida
| | - Nikita Bodoukhin
- 1 The Miami Project to Cure Paralysis, University of Miami , Miller School of Medicine, Miami, Florida
| | - Luis G Guada
- 1 The Miami Project to Cure Paralysis, University of Miami , Miller School of Medicine, Miami, Florida
| | - Juan P Solano
- 2 Department of Pediatrics Critical Care, University of Miami , Miller School of Medicine, Miami, Florida
| | - James D Guest
- 1 The Miami Project to Cure Paralysis, University of Miami , Miller School of Medicine, Miami, Florida.,3 Department of Neurological Surgery, University of Miami , Miller School of Medicine, Miami, Florida
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38
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The telencephalon of the Göttingen minipig, cytoarchitecture and cortical surface anatomy. Brain Struct Funct 2016; 222:2093-2114. [PMID: 27778106 DOI: 10.1007/s00429-016-1327-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 10/15/2016] [Indexed: 12/19/2022]
Abstract
During the last 20 years pigs have become increasingly popular in large animal translational neuroscience research as an economical and ethical feasible substitute to non-human primates. The anatomy of the pig telencephalon is, however, not well known. We present, accordingly, a detailed description of the surface anatomy and cytoarchitecture of the Göttingen minipig telencephalon based on macrophotos and consecutive high-power microphotographs of 15 μm thick paraffin embedded Nissl-stained coronal sections. In 1-year-old specimens the formalin perfused brain measures approximately 55 × 47 × 36 mm (length, width, height) and weighs around 69 g. The telencephalic part of the Göttingen minipig cerebrum covers a large surface area, which can be divided into a neocortical gyrencephalic part located dorsal to the rhinal fissure, and a ventral subrhinal part dominated by olfactory, amygdaloid, septal, and hippocampal structures. This part of the telencephalon is named the subrhinal lobe, and based on cytoarchitectural and sulcal anatomy, can be discerned from the remaining dorsally located neocortical perirhinal/insular, pericallosal, frontal, parietal, temporal, and occipital lobes. The inner subcortical structure of the minipig telencephalon is dominated by a prominent ventricular system and large basal ganglia, wherein the putamen and the caudate nucleus posterior and dorsally are separated into two entities by the internal capsule, whereas both structures ventrally fuse into a large accumbens nucleus. The presented anatomical data is accompanied by surface renderings and high-power macrophotographs illustrating the telencephalic sulcal pattern, and the localization of the identified lobes and cytoarchitectonic areas. Additionally, 24 representative Nissl-stained telencephalic coronal sections are presented as supplementary material in atlas form on http://www.cense.dk/minipig_atlas/index.html and referred to as S1-S24 throughout the manuscript.
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Zhong J, Chen DQ, Walker M, Waspe A, Looi T, Piorkowska K, Drake JM, Hodaie M. An In vivo Multi-Modal Structural Template for Neonatal Piglets Using High Angular Resolution and Population-Based Whole-Brain Tractography. Front Neuroanat 2016; 10:92. [PMID: 27729850 PMCID: PMC5037218 DOI: 10.3389/fnana.2016.00092] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 09/14/2016] [Indexed: 11/13/2022] Open
Abstract
An increasing number of applications use the postnatal piglet model in neuroimaging studies, however, these are based primarily on T1 weighted image templates. There is a growing need for a multimodal structural brain template for a comprehensive depiction of the piglet brain, particularly given the growing applications of diffusion weighted imaging for characterizing tissue microstructures and white matter organization. In this study, we present the first multimodal piglet structural brain template which includes a T1 weighted image with tissue segmentation probability maps, diffusion weighted metric templates with multiple diffusivity maps, and population-based whole-brain fiber tracts for postnatal piglets. These maps provide information about the integrity of white matter that is not available in T1 images alone. The availability of this diffusion weighted metric template will contribute to the structural imaging analysis of the postnatal piglet brain, especially models that are designed for the study of white matter diseases. Furthermore, the population-based whole-brain fiber tracts permit researchers to visualize the white matter connections in the piglet brain across subjects, guiding the delineation of a specific white matter region for structural analysis where current diffusion data is lacking. Researchers are able to augment the tracts by merging tracts from their own data to the population-based fiber tracts and thus improve the confidence of the population-wise fiber distribution.
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Affiliation(s)
- Jidan Zhong
- Division of Brain, Imaging and Behaviour - Systems Neuroscience, Krembil Research Institute, University Health Network, Toronto ON, Canada
| | - David Q Chen
- Division of Brain, Imaging and Behaviour - Systems Neuroscience, Krembil Research Institute, University Health Network, TorontoON, Canada; Institute of Medical Science, University of Toronto, TorontoON, Canada
| | - Matthew Walker
- Division of Brain, Imaging and Behaviour - Systems Neuroscience, Krembil Research Institute, University Health Network, TorontoON, Canada; Institute of Medical Science, University of Toronto, TorontoON, Canada
| | - Adam Waspe
- Centre for Image Guided Innovation and Therapeutic Intervention, The Hospital for Sick Children, Toronto ON, Canada
| | - Thomas Looi
- Centre for Image Guided Innovation and Therapeutic Intervention, The Hospital for Sick Children, Toronto ON, Canada
| | - Karolina Piorkowska
- Centre for Image Guided Innovation and Therapeutic Intervention, The Hospital for Sick Children, Toronto ON, Canada
| | - James M Drake
- Centre for Image Guided Innovation and Therapeutic Intervention, The Hospital for Sick Children, TorontoON, Canada; Division of Neurosurgery, The Hospital for Sick Children, TorontoON, Canada
| | - Mojgan Hodaie
- Division of Brain, Imaging and Behaviour - Systems Neuroscience, Krembil Research Institute, University Health Network, TorontoON, Canada; Institute of Medical Science, University of Toronto, TorontoON, Canada; Division of Neurosurgery, Toronto Western Hospital - University of Toronto, TorontoON, Canada
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40
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Ella A, Delgadillo JA, Chemineau P, Keller M. Computation of a high-resolution MRI 3D stereotaxic atlas of the sheep brain. J Comp Neurol 2016; 525:676-692. [PMID: 27503489 DOI: 10.1002/cne.24079] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Revised: 06/17/2016] [Accepted: 07/12/2016] [Indexed: 12/16/2022]
Abstract
The sheep model was first used in the fields of animal reproduction and veterinary sciences and then was utilized in fundamental and preclinical studies. For more than a decade, magnetic resonance (MR) studies performed on this model have been increasingly reported, especially in the field of neuroscience. To contribute to MR translational neuroscience research, a brain template and an atlas are necessary. We have recently generated the first complete T1-weighted (T1W) and T2W MR population average images (or templates) of in vivo sheep brains. In this study, we 1) defined a 3D stereotaxic coordinate system for previously established in vivo population average templates; 2) used deformation fields obtained during optimized nonlinear registrations to compute nonlinear tissues or prior probability maps (nlTPMs) of cerebrospinal fluid (CSF), gray matter (GM), and white matter (WM) tissues; 3) delineated 25 external and 28 internal sheep brain structures by segmenting both templates and nlTPMs; and 4) annotated and labeled these structures using an existing histological atlas. We built a quality high-resolution 3D atlas of average in vivo sheep brains linked to a reference stereotaxic space. The atlas and nlTPMs, associated with previously computed T1W and T2W in vivo sheep brain templates and nlTPMs, provide a complete set of imaging space that are able to be imported into other imaging software programs and could be used as standardized tools for neuroimaging studies or other neuroscience methods, such as image registration, image segmentation, identification of brain structures, implementation of recording devices, or neuronavigation. J. Comp. Neurol. 525:676-692, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Arsène Ella
- INRA, UMR 85 Physiologie de la Reproduction et des Comportements, F-37380, Nouzilly, France.,CNRS, UMR 7247, F-37380, Nouzilly, France.,Université François Rabelais, F-37041, Nouzilly, France
| | - José A Delgadillo
- Centro de Investigacion en Reproducion Caprina, Universidad Autonoma Agraria Antonio Narro, Torreon, Mexico
| | - Philippe Chemineau
- INRA, UMR 85 Physiologie de la Reproduction et des Comportements, F-37380, Nouzilly, France.,CNRS, UMR 7247, F-37380, Nouzilly, France.,Université François Rabelais, F-37041, Nouzilly, France
| | - Matthieu Keller
- INRA, UMR 85 Physiologie de la Reproduction et des Comportements, F-37380, Nouzilly, France.,CNRS, UMR 7247, F-37380, Nouzilly, France.,Université François Rabelais, F-37041, Nouzilly, France
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41
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Schomberg DT, Tellez A, Meudt JJ, Brady DA, Dillon KN, Arowolo FK, Wicks J, Rousselle SD, Shanmuganayagam D. Miniature Swine for Preclinical Modeling of Complexities of Human Disease for Translational Scientific Discovery and Accelerated Development of Therapies and Medical Devices. Toxicol Pathol 2016; 44:299-314. [DOI: 10.1177/0192623315618292] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Noncommunicable diseases, including cardiovascular disease, diabetes, chronic respiratory disease, and cancer, are the leading cause of death in the world. The cost, both monetary and time, of developing therapies to prevent, treat, or manage these diseases has become unsustainable. A contributing factor is inefficient and ineffective preclinical research, in which the animal models utilized do not replicate the complex physiology that influences disease. An ideal preclinical animal model is one that responds similarly to intrinsic and extrinsic influences, providing high translatability and concordance of preclinical findings to humans. The overwhelming genetic, anatomical, physiological, and pathophysiological similarities to humans make miniature swine an ideal model for preclinical studies of human disease. Additionally, recent development of precision gene-editing tools for creation of novel genetic swine models allows the modeling of highly complex pathophysiology and comorbidities. As such, the utilization of swine models in early research allows for the evaluation of novel drug and technology efficacy while encouraging redesign and refinement before committing to clinical testing. This review highlights the appropriateness of the miniature swine for modeling complex physiologic systems, presenting it as a highly translational preclinical platform to validate efficacy and safety of therapies and devices.
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Affiliation(s)
- Dominic T. Schomberg
- Biomedical & Genomic Research Group, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | | | - Jennifer J. Meudt
- Biomedical & Genomic Research Group, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | | | | | - Folagbayi K. Arowolo
- Biomedical & Genomic Research Group, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Joan Wicks
- Alizée Pathology, LLC, Thurmont, Maryland, USA
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Schubert R, Frank F, Nagelmann N, Liebsch L, Schuldenzucker V, Schramke S, Wirsig M, Johnson H, Kim EY, Ott S, Hölzner E, Demokritov SO, Motlik J, Faber C, Reilmann R. Neuroimaging of a minipig model of Huntington's disease: Feasibility of volumetric, diffusion-weighted and spectroscopic assessments. J Neurosci Methods 2015; 265:46-55. [PMID: 26658298 DOI: 10.1016/j.jneumeth.2015.11.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 11/19/2015] [Accepted: 11/20/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND As novel treatment approaches for Huntington's disease (HD) evolve, the use of transgenic (tg) large animal models has been considered for preclinical safety and efficacy assessments. It is hoped that large animal models may provide higher reliability in translating preclinical findings to humans, e.g., by using similar endpoints and biomarkers. NEW METHOD We here investigated the feasibility to conduct MRI assessments in a recently developed tgHD model in the Libechov minipig. The model is characterized by high genetic homology to humans and a similar body mass and compartments. The minipig brain provides anatomical features that are attractive for imaging studies and could be used as endpoints for disease modifying preclinical studies similar to human HD. RESULTS We demonstrate that complex MRI protocols can be successfully acquired with tgHD and wild type (wt) Libechov minipigs. We show that acquisition of anatomical images applicable for volumetric assessments is feasible and outline the development of a segmented MRI brain atlas. Similarly diffusion-weighted imaging (DWI) including fiber tractography is presented. We also demonstrate the feasibility to conduct in vivo metabolic assessments using MR spectroscopy. COMPARISON WITH EXISTING METHODS In human HD, these MRI methods are already validated and used as reliable biomarker of disease progression even before the onset of a clinical motor phenotype. CONCLUSIONS The results show that the minipig brain is well suited for MRI assessments in preclinical studies. We conclude that further characterization of phenotypical differences between tg and wt animals in sufficiently powered cross-sectional and longitudinal studies is warranted.
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Affiliation(s)
- Robin Schubert
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany
| | - Frauke Frank
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany; Dept of Radiology, University of Muenster, Albert-Schweitzer Campus 1, 48149 Muenster, Germany
| | - Nina Nagelmann
- Dept of Radiology, University of Muenster, Albert-Schweitzer Campus 1, 48149 Muenster, Germany
| | - Lennart Liebsch
- Dept of Radiology, University of Muenster, Albert-Schweitzer Campus 1, 48149 Muenster, Germany
| | - Verena Schuldenzucker
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany
| | - Sarah Schramke
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany; Institute for Animal Hygiene, Animal Welfare and Farm Animal Behaviour, University of Veterinary Medicine Hannover, Bischofsholer Damm 15, 30173 Hannover, Germany
| | - Maike Wirsig
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany
| | - Hans Johnson
- Dept of Psychiatry, University of Iowa, IowaCity, IA, USA; Electrical and Computer Engineering, University of Iowa, IowaCity, IA, USA
| | - Eun Young Kim
- Dept of Psychiatry, University of Iowa, IowaCity, IA, USA
| | - Stefanie Ott
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany
| | - Eva Hölzner
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany
| | - Sergej O Demokritov
- Department of Physics and Center for Nonlinear Science, University of Muenster, Germany
| | - Jan Motlik
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, v.v.i., AS CR, Libechov, Czech Republic
| | - Cornelius Faber
- Dept of Radiology, University of Muenster, Albert-Schweitzer Campus 1, 48149 Muenster, Germany
| | - Ralf Reilmann
- George-Huntington-Institute, Technology Park, Johann-Krane-Weg 27, 48149 Muenster, Germany; Dept of Radiology, University of Muenster, Albert-Schweitzer Campus 1, 48149 Muenster, Germany; Department of Neurology, University of Munster, Germany; Department of Neurodegenerative Diseases and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Hoppe-Seyler Str. 3, 72076 Tuebingen, Germany.
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43
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Holm IE, Alstrup AKO, Luo Y. Genetically modified pig models for neurodegenerative disorders. J Pathol 2015; 238:267-87. [DOI: 10.1002/path.4654] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Revised: 09/22/2015] [Accepted: 10/05/2015] [Indexed: 12/12/2022]
Affiliation(s)
- Ida E Holm
- Department of Pathology; Randers Hospital; 8930 Randers Denmark
- Department of Clinical Medicine; Aarhus University; 8000 Aarhus C Denmark
| | | | - Yonglun Luo
- Department of Biomedicine; Aarhus University; 8000 Aarhus C Denmark
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44
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Construction of an MRI 3D high resolution sheep brain template. Magn Reson Imaging 2015; 33:1329-1337. [PMID: 26363468 DOI: 10.1016/j.mri.2015.09.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 03/16/2015] [Accepted: 09/02/2015] [Indexed: 01/05/2023]
Abstract
Sheep is a developing animal model used in the field of neurosciences for the study of many behavioral, physiological or pathophysiological mechanisms, including for example, the central control of social behavior, brain injury or neurodegenerative diseases. However, sheep remains an orphan species in the field of magnetic resonance imaging (MRI). Therefore, a mean image (template), resulting of registrations of multiple subject images is needed and currently does not exist. In this study, we: i) computed multimodal high resolution 3D in-vivo sheep brain templates of T1 weighted (T1W) and T2W images, ii) computed gray matter (GM), white matter (WM) and cerebrospinal fluid (CSF) prior probability maps using linear and optimized non-linear registrations iii) used prior probability maps to perform the segmentation of a single brain tissues. Computed multimodal sheep brain templates showed to preserve and underline all brain patterns of a single T1W or T2W image, and prior probability maps allowed to improve the segmentation of brain tissues. Finally, we demonstrated that these templates and prior probability maps were able to be portable in other publicly available imaging software and could be used as standardized spaces for multi-institution neuroimaging studies or other neuroscience methods.
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45
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Landau AM, Dyve S, Jakobsen S, Alstrup AK, Gjedde A, Doudet DJ. Acute Vagal Nerve Stimulation Lowers α2 Adrenoceptor Availability: Possible Mechanism of Therapeutic Action. Brain Stimul 2015; 8:702-7. [DOI: 10.1016/j.brs.2015.02.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Revised: 01/23/2015] [Accepted: 02/07/2015] [Indexed: 12/13/2022] Open
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Conrad MS, Sutton BP, Dilger RN, Johnson RW. An in vivo three-dimensional magnetic resonance imaging-based averaged brain collection of the neonatal piglet (Sus scrofa). PLoS One 2014; 9:e107650. [PMID: 25254955 PMCID: PMC4177841 DOI: 10.1371/journal.pone.0107650] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 08/13/2014] [Indexed: 11/30/2022] Open
Abstract
Due to the fact that morphology and perinatal growth of the piglet brain is similar to humans, use of the piglet as a translational animal model for neurodevelopmental studies is increasing. Magnetic resonance imaging (MRI) can be a powerful tool to study neurodevelopment in piglets, but many of the MRI resources have been produced for adult humans. Here, we present an average in vivo MRI-based atlas specific for the 4-week-old piglet. In addition, we have developed probabilistic tissue classification maps. These tools can be used with brain mapping software packages (e.g. SPM and FSL) to aid in voxel-based morphometry and image analysis techniques. The atlas enables efficient study of neurodevelopment in a highly tractable translational animal with brain growth and development similar to humans.
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Affiliation(s)
- Matthew S. Conrad
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Integrative Immunology and Behavior Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Bradley P. Sutton
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Ryan N. Dilger
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Rodney W. Johnson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Integrative Immunology and Behavior Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
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Conrad MS, Johnson RW. The domestic piglet: an important model for investigating the neurodevelopmental consequences of early life insults. Annu Rev Anim Biosci 2014; 3:245-64. [PMID: 25387115 DOI: 10.1146/annurev-animal-022114-111049] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Insults in the prenatal and early postnatal period increase the risk for behavioral problems later in life. One hypothesis is that pre- and postnatal stressors influence structural and functional brain plasticity. Understanding the mechanisms is important, but progress has lagged because certain studies in human infants are impossible, while others are extremely difficult. Furthermore, results from popular rodent models are difficult to translate to human infants owing to the substantial differences in brain development and morphology. Because it overcomes some of these obstacles, the domestic piglet has emerged as an important model. Piglets have a gyrencephalic brain that develops similar to the human brain and that can be assessed in vivo by using clinical-grade neuroimaging instruments. Furthermore, owing to their precocial nature, piglets can be weaned at birth and used in behavioral testing paradigms to assess cognitive behavior at an early age. Thus, the domestic piglet represents an important translational model for investigating the neurodevelopmental consequences of early life insults.
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48
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Vase KH, Peters D, Nielsen EØ, Alstrup AKO, Bender D. [11C]NS8880, a promising PET radiotracer targeting the norepinephrine transporter. Nucl Med Biol 2014; 41:758-64. [PMID: 25127515 DOI: 10.1016/j.nucmedbio.2014.06.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2013] [Revised: 06/05/2014] [Accepted: 06/17/2014] [Indexed: 10/25/2022]
Abstract
INTRODUCTION Positron emission tomography (PET) imaging of the norepinephrine transporter (NET) is still hindered by the availability of useful PET imaging probes. The present study describes the radiosynthesis and pre-clinical evaluation of a new compound, exo-3-(6-methoxypyridin-2-yloxy)-8-H-8-azabicyclo[3.2.1]octane (NS8880), targeting NET. NS8880 has an in vitro binding profile comparable to desipramine and is structurally not related to reboxetine. METHODS Labeling of NS8880 with [(11)C] was achieved by a non-conventional technique: substitution of pyridinyl fluorine with [(11)C]methanolate in a Boc-protected precursor. The isolated [(11)C]NS8880 was evaluated pre-clinically both in a pig model (PET scanning) and in a rat model (μPET scanning) and compared to (S,S)-[(11)C]-O-methylreboxetine ([(11)C]MeNER). RESULTS The radiolabeling technique yielded [(11)C]NS8880 in low (<10%) but still useful yields with high purity. The PET in vivo evaluation in pig and rat revealed a rapid brain uptake of [(11)C]NS8880 and fast obtaining of equilibrium. Highest binding was observed in thalamic and hypothalamic regions. Pretreatment with desipramine efficiently reduced binding of [(11)C]NS8880. CONCLUSION Based on the pre-clinical results obtained so far [(11)C]NS8880 displays promising properties for PET imaging of NET.
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Affiliation(s)
- Karina H Vase
- PET Center, Aarhus University Hospital, DK-8000 Aarhus C, Denmark.
| | - Dan Peters
- DanPET AB, Rosenstigen 7, SE-216 19 Malmö, Sweden
| | | | - Aage K O Alstrup
- PET Center, Aarhus University Hospital, DK-8000 Aarhus C, Denmark
| | - Dirk Bender
- PET Center, Aarhus University Hospital, DK-8000 Aarhus C, Denmark
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49
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Platt SR, Holmes SP, Howerth EW, Duberstein KJJ, Dove CR, Kinder HA, Wyatt EL, Linville AV, Lau VW, Stice SL, Hill WD, Hess DC, West FD. Development and characterization of a Yucatan miniature biomedical pig permanent middle cerebral artery occlusion stroke model. EXPERIMENTAL & TRANSLATIONAL STROKE MEDICINE 2014; 6:5. [PMID: 24655785 PMCID: PMC3977938 DOI: 10.1186/2040-7378-6-5] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 03/19/2014] [Indexed: 04/30/2023]
Abstract
BACKGROUND Efforts to develop stroke treatments have met with limited success despite an intense need to produce novel treatments. The failed translation of many of these therapies in clinical trials has lead to a close examination of the therapeutic development process. One of the major factors believed to be limiting effective screening of these treatments is the absence of an animal model more predictive of human responses to treatments. The pig may potentially fill this gap with a gyrencephalic brain that is larger in size with a more similar gray-white matter composition to humans than traditional stroke animal models. In this study we develop and characterize a novel pig middle cerebral artery occlusion (MCAO) ischemic stroke model. METHODS Eleven male pigs underwent MCAO surgery with the first 4 landrace pigs utilized to optimize stroke procedure and 7 additional Yucatan stroked pigs studied over a 90 day period. MRI analysis was done at 24 hrs and 90 days and included T2w, T2w FLAIR, T1w FLAIR and DWI sequences and associated ADC maps. Pigs were sacrificed at 90 days and underwent gross and microscopic histological evaluation. Significance in quantitative changes was determined by two-way analysis of variance and post-hoc Tukey's Pair-Wise comparisons. RESULTS MRI analysis of animals that underwent MCAO surgery at 24 hrs had hyperintense regions in T2w and DWI images with corresponding ADC maps having hypointense regions indicating cytotoxic edema consistent with an ischemic stroke. At 90 days, region of interest analysis of T1 FLAIR and ADC maps had an average lesion size of 59.17 cc, a loss of 8% brain matter. Histological examination of pig brains showed atrophy and loss of tissue, consistent with MRI, as well as glial scar formation and macrophage infiltration. CONCLUSIONS The MCAO procedure led to significant and consistent strokes with high survivability. These results suggest that the pig model is potentially a robust system for the study of stroke pathophysiology and potential diagnostics and therapeutics.
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Affiliation(s)
- Simon R Platt
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Small Animal and Surgery, University of Georgia, Athens, GA 30602, USA
| | - Shannon P Holmes
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Veterinary Biosciences & Diagnostic Imaging, University of Georgia, Athens, GA 30602, USA
| | - Elizabeth W Howerth
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Pathology, University of Georgia, Athens, GA 30602, USA
| | - Kylee Jo J Duberstein
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
| | - C Robert Dove
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
| | - Holly A Kinder
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
| | - Emily L Wyatt
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
| | - Amie V Linville
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
| | - Vivian W Lau
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
| | - Steven L Stice
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
| | - William D Hill
- Department of Neurology, Georgia Regents University, Augusta, GA 30912, USA
- Department of Cellular Biology & Anatomy, Georgia Regents University, Augusta, GA 30912, USA
| | - David C Hess
- Department of Neurology, Georgia Regents University, Augusta, GA 30912, USA
| | - Franklin D West
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
- Department of Animal and Dairy Science, University of Georgia, Athens, GA 30602, USA
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50
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Radlowski EC, Conrad MS, Lezmi S, Dilger RN, Sutton B, Larsen R, Johnson RW. A neonatal piglet model for investigating brain and cognitive development in small for gestational age human infants. PLoS One 2014; 9:e91951. [PMID: 24637829 PMCID: PMC3956804 DOI: 10.1371/journal.pone.0091951] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 02/18/2014] [Indexed: 11/18/2022] Open
Abstract
The piglet was investigated as a potential model for studying brain and cognitive deficits associated with being born small for gestational age (SGA). Naturally farrowed SGA (0.7-1.0 kg BW) and average for gestational age (AGA, 1.3-1.6 kg BW) piglets were obtained on postnatal day (PD) 2, placed in individual cages, and provided a nutritionally adequate milk replacer diet (285 ml/kg/d). Beginning at PD14, performance in a spatial T-maze task was assessed. At PD28, piglets were anesthetized for magnetic resonance (MR) imaging to assess brain structure (voxel-based morphometry), connectivity (diffusion-tensor imaging) and metabolites in the hippocampus and corpus callosum (proton MR spectroscopy). Piglets born SGA showed compensatory growth such that BW of SGA and AGA piglets was similar (P>0.05), by PD15. Birth weight affected maze performance, with SGA piglets taking longer to reach criterion than AGA piglets (p<0.01). Total brain volume of SGA and AGA piglets was similar (P<0.05), but overall, SGA piglets had less gray matter than AGA piglets (p<0.01) and tended to have a smaller internal capsule (p = 0.07). Group comparisons between SGA and AGA piglets defined 9 areas (≥ 20 clusters) where SGA piglets had less white matter (p<0.01); 2 areas where SGA piglets had more white matter (p<0.01); and 3 areas where SGA piglets had more gray matter (p<0.01). The impact of being born SGA on white matter was supported by a lower (p<0.04) fractional anisotropy value for SGA piglets, suggesting reduced white matter development and connectivity. None of the metabolites measured were different between groups. Collectively, the results show that SGA piglets have spatial learning deficits and abnormal development of white matter. As learning deficits and abnormalities in white matter are common in SGA human infants, the piglet is a tractable translational model that can be used to investigate SGA-associated cognitive deficits and potential interventions.
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Affiliation(s)
- Emily C. Radlowski
- Department of Animal Sciences, University of Illinois, Urbana, Illinois, United States of America
- Division of Nutritional Sciences, University of Illinois, Urbana, Illinois, United States of America
| | - Matthew S. Conrad
- Neuroscience Program, University of Illinois, Urbana, Illinois, United States of America
| | - Stephane Lezmi
- Department of Veterinary Pathobiology, University of Illinois, Urbana, Illinois, United States of America
| | - Ryan N. Dilger
- Department of Animal Sciences, University of Illinois, Urbana, Illinois, United States of America
- Division of Nutritional Sciences, University of Illinois, Urbana, Illinois, United States of America
- Neuroscience Program, University of Illinois, Urbana, Illinois, United States of America
| | - Brad Sutton
- Neuroscience Program, University of Illinois, Urbana, Illinois, United States of America
- Department of Bioengineering, University of Illinois, Urbana, Illinois, United States of America
| | - Ryan Larsen
- Biomedical Imaging Center, Beckman Institute, University of Illinois, Urbana, Illinois, United States of America
| | - Rodney W. Johnson
- Department of Animal Sciences, University of Illinois, Urbana, Illinois, United States of America
- Division of Nutritional Sciences, University of Illinois, Urbana, Illinois, United States of America
- Neuroscience Program, University of Illinois, Urbana, Illinois, United States of America
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