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1.
Brain Res ; 1830: 148811, 2024 May 01.
Article En | MEDLINE | ID: mdl-38365131

Segmentation of the white matter in MRI scans of the rat brain presents a significant challenge due to the low contrast. Existing anatomical reference maps of rat brain are usually constructed from fixed tissue, which may suffer from geometrical distortions due to fixation/processing. To significantly increase the in vivo contrast between white and gray matter in the rat brain we used a known neurotoxicant hexachlorophene, which produces selective white matter damage. This model was used to map white matter in the rat brain and estimate the partial white matter content in any given imaging voxel. Hexachlorophene was administered to rats at a dose of 30 mg/kg orally once a day over five consecutive days. A significant white matter changes were observed using quantitative T2 maps, from which the partial white matter content throughout the whole rat brain was derived. Several assumptions were made: hexachlorophene affects T2 relaxation only in the white matter; T2 of gray matter is relatively uniform in the brain; apparent T2 value in a given voxel is a combination of T2s from white and gray matter portions of that voxel, hexachlorophene affects nearly 100 % of white matter. The partial white matter map of the rat brain was constructed with the resolution of 0.2 × 0.2 × 1.0 mm per voxel. This map could be adjusted for segmentation of the brain tissue with preset threshold of the white matter content, or to establish the tissue composition in any region of interest among other applications.


White Matter , Rats , Animals , Hexachlorophene , Image Processing, Computer-Assisted/methods , Brain/diagnostic imaging , Magnetic Resonance Imaging/methods , Gray Matter , Brain Mapping/methods
2.
Neurotoxicol Teratol ; 100: 107289, 2023.
Article En | MEDLINE | ID: mdl-37689269

The assessment of the sensitivity and specificity of any potential biomarker against the gold standard is an important step in the process of its qualification by regulatory authorities. Such qualification is an important step towards incorporating the biomarker into the panel of tools available for drug development. In the current study we analyzed the sensitivity and specificity of T2 MRI relaxometry to detect trimethyltin-induced neurotoxicity in rats. Seventy-five male Sprague-Dawley rats were injected with a single intraperitoneal dose of either TMT (8, 10, 11, or 12 mg/kg) or saline (2 ml/kg) and imaged with 7 T MRI before and 3, 7, 14, and 21 days after injection using a quantitative T2 mapping. Neurohistopathology (the gold standard in the case of neurotoxicity) was performed at the end of the observation and used as an outcome qualifier in receiver-operator characteristic (ROC) curve analysis of T2 changes as a predictor of neurotoxicity. TMT treatment led to a significant increase in T2 values in many brain areas. The biggest changes in T2 values were seen around the lateral ventricles, which was interpreted as ventricular dilation. The area under the ROC curve for the volume of the lateral ventricles was 0.878 with the optimal sensitivity/specificity of 0.805/0.933, respectively. T2 MRI is a promising method for generating a non-invasive biomarkers of neurotoxicity, which shows the dose-response behavior with substantial sensitivity and specificity. While its performance was strong in the TMT model, further characterization of the sensitivity and specificity of T2 MRI with other neurotoxicants is warranted.


Magnetic Resonance Imaging , Neurotoxicity Syndromes , Rats , Male , Animals , Rats, Sprague-Dawley , Prospective Studies , Magnetic Resonance Imaging/methods , Neurotoxicity Syndromes/diagnostic imaging , Neurotoxicity Syndromes/pathology , Biomarkers
3.
Neurotoxicol Teratol ; 93: 107119, 2022.
Article En | MEDLINE | ID: mdl-35970252

Methylphenidate is a frequently prescribed drug treatment for Attention-Deficit/Hyperactivity Disorder. However, methylphenidate has a mode of action similar to amphetamine and cocaine, both powerful drugs of abuse. There is lingering concern over the long-term safety of methylphenidate, especially in a pediatric population, where the drug may be used for years. We performed a long-term evaluation of the effects of chronic methylphenidate use on a behavioral measure of motivation in male rhesus monkeys. Animals were orally administered a sweetened methylphenidate solution (2.5 or 12.5 mg/kg, twice a day, Mon-Fri) or vehicle during adolescence and into adulthood. These animals were assessed on a test of motivation (progressive ratio responding), during methylphenidate treatment, and after cessation of use. Moreover, animals were evaluated with quantitative T2 MRI about one year after cessation of use. During the administration phase of the study animals treated with a clinically relevant dose of methylphenidate generally had a higher rate of responding than the control group, while the high dose group generally had a lower rate of responding. These differences were not statistically significant. In the month after cessation of methylphenidate, responding in both experimental groups dropped compared to their previous level of performance (p = 0.19 2.5 mg/kg, p = 0.06 12.5 mg/kg), and responding in the control animals was unchanged (p = 0.81). While cessation of methylphenidate was associated with an acute reduction in responding, group differences were not observed in the following months. These data suggest that methylphenidate did not have a significant impact on responding, but withdrawal from methylphenidate did cause a temporary change in motivation. No changes in T2 MRI values were detected when measured about one year after cessation of treatment. These data suggest that long-term methylphenidate use does not have a negative effect on a measure of motivation or brain function / microstructure as measured by quantitative T2 MRI. However, cessation of use might be associated with temporary cognitive changes, specifically alteration in motivation. Importantly, this study modeled use in healthy individuals, and results may differ if the same work was repeated in a model of ADHD.


Attention Deficit Disorder with Hyperactivity , Central Nervous System Stimulants , Cocaine , Methylphenidate , Animals , Attention Deficit Disorder with Hyperactivity/drug therapy , Child , Humans , Macaca mulatta , Magnetic Resonance Imaging , Male , Methylphenidate/pharmacology
4.
J Magn Reson Imaging ; 56(5): 1499-1504, 2022 11.
Article En | MEDLINE | ID: mdl-35278003

BACKGROUND: Currently, the gadolinium retention in the brain after the use of contrast agents is studied by T1 -weighted magnetic resonance imaging (MRI) (T1 w) and T1 mapping. The former does not provide easily quantifiable data and the latter requires prolonged scanning and is sensitive to motion. T2 mapping may provide an alternative approach. Animal studies of gadolinium retention are complicated by repeated intravenous (IV) dosing, whereas intraperitoneal (IP) injections might be sufficient. HYPOTHESIS: T2 mapping will detect the changes in the rat brain due to gadolinium retention, and IP administration is equivalent to IV for long-term studies. STUDY TYPE: Prospective longitudinal. ANIMAL MODEL: A total of 31 Sprague-Dawley rats administered gadodiamide IV (N = 8) or IP (N = 8), or saline IV (N = 6) or IP (N = 9) 4 days per week for 5 weeks. FIELD STRENGTH/SEQUENCES: A 7 T, T1 w, and T2 mapping. ASSESSMENT: T2 relaxation and image intensities in the deep cerebellar nuclei were measured pre-treatment and weekly for 5 weeks. Then brains were assessed for neuropathology (N = 4) or gadolinium content using inductively coupled plasma mass spectrometry (ICP-MS, N = 12). STATISTICAL TESTS: Repeated measures analysis of variance with post hoc Student-Newman-Keuls tests and Hedges' effect size. RESULTS: Gadolinium was detected by both approaches; however, T2 mapping was more sensitive (effect size 2.32 for T2 vs. 0.95 for T1 w), and earlier detection (week 3 for T2 vs. week 4 for T1 w). ICP-MS confirmed the presence of gadolinium (3.076 ± 0.909 nmol/g in the IV group and 3.948 ± 0.806 nmol/g in the IP group). There was no significant difference between IP and IV groups (ICP-MS, P = 0.109; MRI, P = 0.696). No histopathological abnormalities were detected in any studied animal. CONCLUSION: T2 relaxometry detects gadolinium retention in the rat brain after multiple doses of gadodiamide irrespective of the route of administration. EVIDENCE LEVEL: 1 TECHNICAL EFFICACY: Stage 1.


Contrast Media , Organometallic Compounds , Animals , Brain/diagnostic imaging , Gadolinium/pharmacology , Gadolinium DTPA , Magnetic Resonance Imaging/methods , Prospective Studies , Rats , Rats, Sprague-Dawley
5.
Exp Biol Med (Maywood) ; 247(1): 1-75, 2022 01.
Article En | MEDLINE | ID: mdl-34783606

There is an evolution and increasing need for the utilization of emerging cellular, molecular and in silico technologies and novel approaches for safety assessment of food, drugs, and personal care products. Convergence of these emerging technologies is also enabling rapid advances and approaches that may impact regulatory decisions and approvals. Although the development of emerging technologies may allow rapid advances in regulatory decision making, there is concern that these new technologies have not been thoroughly evaluated to determine if they are ready for regulatory application, singularly or in combinations. The magnitude of these combined technical advances may outpace the ability to assess fit for purpose and to allow routine application of these new methods for regulatory purposes. There is a need to develop strategies to evaluate the new technologies to determine which ones are ready for regulatory use. The opportunity to apply these potentially faster, more accurate, and cost-effective approaches remains an important goal to facilitate their incorporation into regulatory use. However, without a clear strategy to evaluate emerging technologies rapidly and appropriately, the value of these efforts may go unrecognized or may take longer. It is important for the regulatory science field to keep up with the research in these technically advanced areas and to understand the science behind these new approaches. The regulatory field must understand the critical quality attributes of these novel approaches and learn from each other's experience so that workforces can be trained to prepare for emerging global regulatory challenges. Moreover, it is essential that the regulatory community must work with the technology developers to harness collective capabilities towards developing a strategy for evaluation of these new and novel assessment tools.


Biomedical Research , Computer Simulation , Humans
6.
Int J Toxicol ; 40(4): 367-379, 2021.
Article En | MEDLINE | ID: mdl-33878910

The organotin, trimethyltin (TMT), is a highly toxic compound. In this study, silver-stained rat brain sections were qualitatively and quantitatively evaluated for degeneration after systemic treatment with TMT. Degenerated neurons were counted using image analysis methods available in the HALO image analysis software. Specific brain areas including the cortex, inferior and superior colliculus, and thalamus were quantitatively analyzed. Our results indicate extensive and widespread damage to the rat brain after systemic administration of TMT. Qualitative results suggest severe TMT-induced toxicity 3 and 7 days after the administration of TMT. Trimethyltin toxicity was greatest in the hippocampus, olfactory area, cerebellum, pons, mammillary nucleus, inferior and superior colliculus, hypoglossal nucleus, thalamus, and cerebellar Purkinje cells. Quantification showed that the optic layer of the superior colliculus exhibited significantly more degeneration compared to layers above and below. The inferior colliculus showed greater degeneration in the dorsal area relative to the central area. Similarly, in cortical layers, there was greater neurodegeneration in deeper layers compared to superficial layers. Quantification of damage in various thalamic nuclei showed that the greatest degeneration occurred in midline and intralaminar nuclei. These results suggest selective neuronal network vulnerability to TMT-related toxicity in the rat brain.


Brain/drug effects , Trimethyltin Compounds/toxicity , Animals , Brain/pathology , Male , Rats , Rats, Sprague-Dawley
7.
Int J Toxicol ; 39(4): 294-306, 2020.
Article En | MEDLINE | ID: mdl-32468881

This study consisted of a qualitative and quantitative assessment of neuropathological changes in kainic acid (KA)-treated adult male rats. Rats were administered a single 10 mg/kg intraperitoneal injection of KA or the same volume of saline and sacrificed 24 or 48 hours posttreatment. Brains were collected, sectioned coronally (∼ 81 slices), and stained with amino cupric silver to reveal degenerative changes. For qualitative assessment of neural degeneration, sectioned material was evaluated by a board-certified pathologist, and the level of degeneration was graded based upon a 4-point scale. For measurement of quantitative neural degeneration in response to KA treatment, the HALO digital image analysis software tool was used. Quantitative measurements of specific regions within the brain were obtained from silver-stained tissue sections with quantitation based on stain color and optical density. This quantitative evaluation method identified degeneration primarily in the cerebral cortex, septal nuclei, amygdala, olfactory bulb, hippocampus, thalamus, and hypothalamus. The KA-produced neuronal degeneration in the cortex was primarily in the piriform, insular, rhinal, and cingulate areas. In the hippocampus, the dentate gyrus was found to be the most affected area. Our findings indicate global neurotoxicity due to KA treatment. Certain brain structures exhibited more degeneration than others, reflecting differential sensitivity or vulnerability of neurons to KA.


Brain/drug effects , Kainic Acid/toxicity , Neurons/drug effects , Neurotoxicity Syndromes , Animals , Brain/pathology , Male , Neurons/pathology , Neurotoxicity Syndromes/pathology , Rats, Sprague-Dawley
8.
Neurosci Res ; 157: 51-57, 2020 Aug.
Article En | MEDLINE | ID: mdl-31381938

Women are less able to stop smoking than men. Elucidation of sex differences in the tobacco addiction could facilitate personalized treatment. Specialized brain reward systems are controlling the behavior through reinforcement using specific neuromediators. Using non-invasive magnetic resonance spectroscopy (MRS) to ascertain addiction/harm biomarkers could lead to better management of public health through advancements in regulatory and translational research. Proton MRS was used to monitor changes of specific neurometabolites in hippocampus (HC), nucleus accumbens (NAC), and anterior cingulate cortex (ACC) of rats of both sexes after single intraperitoneal injection of nicotine. At the baseline, male rats showed higher level of GABA, taurine, N-acetyl aspartate, and creatine in HC, and taurine in NAC. Also, there were stronger correlations between neurometabolites in females than in males at the baseline. Nicotine administration changed taurine, GABA, myo-inositol, choline, and N-acetyl aspartate in HC, and taurine in NAC. Significant interactions between time, treatment, and sex were detected for taurine and choline in HC. The number of inter-metabolite correlations increased significantly in ACC and decreased in NAC and HC in females after nicotine administration, while in males it was unchanged. There are distinct sex differences in neurometabolic profiles at the baseline and after acute nicotine administration. Nicotine changes inter-metabolite correlations in females more than in males.


Brain , Metabolome , Nicotine , Animals , Brain/drug effects , Female , Injections, Intraperitoneal , Magnetic Resonance Spectroscopy , Male , Metabolome/drug effects , Nicotine/pharmacology , Rats , Sex Factors
9.
PLoS One ; 13(5): e0197213, 2018.
Article En | MEDLINE | ID: mdl-29771932

Drug-induced liver injury (DILI) is a leading cause of acute liver failure and transplantation. DILI can be the result of impaired hepatobiliary transporters, with altered bile formation, flow, and subsequent cholestasis. We used gadoxetate dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), combined with pharmacokinetic modelling, to measure hepatobiliary transporter function in vivo in rats. The sensitivity and robustness of the method was tested by evaluating the effect of a clinical dose of the antibiotic rifampicin in four different preclinical imaging centers. The mean gadoxetate uptake rate constant for the vehicle groups at all centers was 39.3 +/- 3.4 s-1 (n = 23) and 11.7 +/- 1.3 s-1 (n = 20) for the rifampicin groups. The mean gadoxetate efflux rate constant for the vehicle groups was 1.53 +/- 0.08 s-1 (n = 23) and for the rifampicin treated groups was 0.94 +/- 0.08 s-1 (n = 20). Both the uptake and excretion transporters of gadoxetate were statistically significantly inhibited by the clinical dose of rifampicin at all centers and the size of this treatment group effect was consistent across the centers. Gadoxetate is a clinically approved MRI contrast agent, so this method is readily transferable to the clinic. CONCLUSION: Rate constants of gadoxetate uptake and excretion are sensitive and robust biomarkers to detect early changes in hepatobiliary transporter function in vivo in rats prior to established biomarkers of liver toxicity.


Contrast Media , Gadolinium DTPA , Liver , Magnetic Resonance Imaging , Animals , Biological Transport, Active/drug effects , Biomarkers/metabolism , Contrast Media/pharmacokinetics , Contrast Media/pharmacology , Drug Evaluation, Preclinical , Gadolinium DTPA/pharmacokinetics , Gadolinium DTPA/pharmacology , Liver/diagnostic imaging , Liver/metabolism , Male , Rats , Rats, Wistar
10.
Neurotoxicology ; 65: 52-59, 2018 03.
Article En | MEDLINE | ID: mdl-29427612

To assess the relative performance of MRI T2 relaxation and ADC mapping as potential biomarkers of neurotoxicity, a model of 3-nitropropionic acid (NP)-induced neurodegeneration in rats was employed. Male Sprague-Dawley rats received NP (N = 20, 16-20 mg/kg, ip or sc) or saline (N = 6, 2 ml/kg, ip) daily for 3 days. MRI was performed using a 7 T system employing quantitative T2 and ADC mapping based on spin echo pulse sequence. All maps were skull stripped and co-registered and the changes were quantified using baseline subtraction and anatomical segmentation. Following the in vivo portion of the study, rat brains were histologically examined. Four NP-treated rats were considered responders based on their MRI and histology data. T2 values always increased in the presence of toxicity, while ADC changes were bidirectional, decreasing in some lesion areas and increasing in others. In contrast to T2 in some cases, ADC did not change. The effect sizes of T2 and ADC signals suggestive of neurotoxicity were 2.64 and 1.66, respectively, and the variability of averaged T2 values among anatomical regions was consistently lower than that for ADC. The histopathology data confirmed the presence of neurotoxicity, however, a more detailed assessment of the correlation of MRI with histology is needed. T2 mapping provides more sensitive and specific information than ADC about changes in the rat brain thought to be associated with neurotoxicity due to a higher signal-to-noise ratio, better resolution, and unidirectional changes, and presents a better opportunity for biomarker development.


Neurotoxicity Syndromes/diagnostic imaging , Nitro Compounds/toxicity , Propionates/toxicity , Animals , Brain/pathology , Magnetic Resonance Imaging/methods , Male , Neuroimaging/methods , Neurotoxicity Syndromes/pathology , Rats
11.
Exp Biol Med (Maywood) ; 243(3): 228-236, 2018 02.
Article En | MEDLINE | ID: mdl-29105512

Neurotoxicity has been linked with exposure to a number of common drugs and chemicals, yet efficient, accurate, and minimally invasive methods to detect it are lacking. Fluid-based biomarkers such as those found in serum, plasma, urine, and cerebrospinal fluid have great potential due to the relative ease of sampling but at present, data on their expression and translation are lacking or inconsistent. In this pilot study using a trimethyl tin rat model of central nervous system toxicity, we have applied state-of-the-art assessment techniques to identify potential individual biomarkers and patterns of biomarkers in serum, plasma, urine or cerebral spinal fluid that may be indicative of nerve cell damage and degeneration. Overall changes in metabolites and microRNAs were observed in biological fluids that were associated with neurotoxic damage induced by trimethyl tin. Behavioral changes and magnetic resonance imaging T2 relaxation and ventricle volume changes served to identify animals that responded to the adverse effects of trimethyl tin. Impact statement These data will help design follow-on studies with other known neurotoxicants to be used to assess the broad applicability of the present findings. Together this approach represents an effort to begin to develop and qualify a set of translational biochemical markers of neurotoxicity that will be readily accessible in humans. Such biomarkers could prove invaluable for drug development research ranging from preclinical studies to clinical trials and may prove to assist with monitoring of the severity and life cycle of brain lesions.


Biomarkers , Body Fluids/chemistry , Central Nervous System/pathology , MicroRNAs/analysis , Neurons/pathology , Neurotoxicity Syndromes/diagnosis , Trimethyltin Compounds/toxicity , Amino Acids/analysis , Animals , Behavior, Animal/drug effects , Biomarkers/blood , Biomarkers/cerebrospinal fluid , Biomarkers/urine , Humans , Magnetic Resonance Imaging , Male , Metabolome/physiology , MicroRNAs/genetics , Pilot Projects , Rats , Rats, Sprague-Dawley
12.
Endocrinology ; 158(11): 3817-3831, 2017 11 01.
Article En | MEDLINE | ID: mdl-28938402

In search of the sequence of pathogenic events leading to glucocorticoid-induced osteonecrosis, we determined the molecular, biomechanical, cellular, and vascular changes in the femur of C57BL/6 mice receiving prednisolone for 14, 28, or 42 days. The femoral head, but not the distal femur, of mice treated for 14 days showed a decrease in the expression of the hypoxia-inducible factor (Hif)-1α and vascular endothelial growth factor (VEGF), the number of osteoblasts, and bone formation rate and strength and showed an increase in osteoclasts. These changes were accompanied by conversion of the normal dendritic vasculature to pools of edema as detected by magnetic resonance imaging, providing robust diagnostic evidence of early osteonecrosis. At that time point, there were no detectable changes in bone density, cortical or cancellous bone architecture, midshaft or distal cancellous bone, or osteocyte apoptosis. In mice treated for 28 days, femoral head cancellous density, cortical width, and trabecular thickness decreased, and by 42 days the femoral heads had full-depth cortical penetrations and cancellous tissue osteonecrosis. These results indicate that the femoral head is a particularly sensitive anatomical site to the adverse effects of glucocorticoid excess on bone and that decreases of Hif-1α and VEGF expression, bone vascularity, and strength precede the loss of bone mass and microarchitectural deterioration, thus rendering the femoral head vulnerable to collapse.


Femur Head Necrosis/chemically induced , Femur Head/drug effects , Glucocorticoids/adverse effects , Osteonecrosis/chemically induced , Animals , Apoptosis/drug effects , Bone Density/drug effects , Femur Head/pathology , Male , Mice , Mice, Inbred C57BL , Osteoblasts/drug effects , Osteoblasts/physiology , Osteoclasts/drug effects , Osteoclasts/physiology , Osteogenesis/drug effects
13.
PLoS One ; 12(8): e0184042, 2017.
Article En | MEDLINE | ID: mdl-28854273

Imaging techniques of the mitral valve have improved tremendously during the last decade, but challenges persist. The delicate changes in annulus shape and papillary muscle position throughout the cardiac cycle have significant impact on the stress distribution in the leaflets and chords, thus preservation of anatomically accurate positioning is critical. The aim of this study was to develop an in vitro method and apparatus for obtaining high-resolution 3D MRI images of porcine mitral valves in both the diastolic and systolic configurations with physiologically appropriate annular shape, papillary muscle positions and orientations, specific to the heart from which the valve was harvested. Positioning and mounting was achieved through novel, customized mounting hardware consisting of papillary muscle and annulus holders with geometries determined via pre-mortem ultrasonic intra-valve measurements. A semi-automatic process was developed and employed to tailor Computer Aided Design models of the holders used to mount the valve. All valve mounting hardware was 3D printed using a stereolithographic printer, and the material of all fasteners used were brass for MRI compatibility. The mounted valves were placed within a clear acrylic case, capable of holding a zero-pressure and pressurized liquid bath of a MRI-compatible fluid. Obtaining images from the valve submerged in liquid fluid mimics the natural environment surrounding the valve, avoiding artefacts due to tissue surface tension mismatch and gravitational impact on tissue shape when not neutrally buoyant. Fluid pressure was supplied by reservoirs held at differing elevations and monitored and controlled to within ±1mmHg to ensure that the valves remained steady. The valves were scanned in a 7 Tesla MRI system providing a voxel resolution of at least 80µm. The systematic approach produced 3D datasets of high quality which, when combined with physiologically accurate positioning by the apparatus, can serve as an important input for validated computational models.


Magnetic Resonance Imaging/methods , Mitral Valve/anatomy & histology , Swine/anatomy & histology , Animals , Equipment Design , Imaging, Three-Dimensional/instrumentation , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging/instrumentation , Mitral Valve/diagnostic imaging , Models, Anatomic , Pressure , Printing, Three-Dimensional , Stress, Mechanical
14.
J Magn Reson Imaging ; 45(3): 700-709, 2017 03.
Article En | MEDLINE | ID: mdl-27384412

PURPOSE: To measure the reproducibility of T2 relaxation and to determine the statistical power of T2 mapping in the rat brain as a characteristic of the baseline performance of the T2 relaxation as a potential biomarker of neurotoxicity. MATERIALS AND METHODS: Multislice multiecho spin-echo imaging was utilized to obtain the quantitative T2 maps in 138 naïve rats at 7T. Images were skull-stripped and coregistered to the common anatomical reference. A full anatomical segmentation mask, which included all major brain structures, was created using the same reference T2 map. The overall variability map was also calculated from all T2 maps and the areas with arbitrarily high variability (coefficient of variation >25%) were excluded from the full segmentation mask to produce a trimmed mask. T2 maps were segmented using both these masks and statistical power analysis was conducted in all segmented areas. RESULTS: The coefficient of variation of T2 relaxation in different brain areas varied from 5.4% (cerebrospinal fluid) to 1.2% (cortex) when using a full segmentation mask. The use of a trimmed segmentation mask decreased the coefficient of variation in many areas, which ranged between 3.2% (inferior colliculi) and 1.2% (cortex) in this case. As revealed by statistical power analysis to detect 5% change with power of 0.8, the minimum number of observations needed for different areas ranged from 3 (cortex) to 8 (inferior colliculi) in the case of use of a trimmed segmentation mask. CONCLUSION: T2 relaxation is a very reproducible MRI parameter of the rat brain with high statistical power, which allows detecting very small changes in groups consisting of a minimal number of experimental animals. LEVEL OF EVIDENCE: 1 J. Magn. Reson. Imaging 2017;45:700-709.


Algorithms , Brain/diagnostic imaging , Brain/physiology , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Animals , Image Enhancement/methods , Male , Rats , Rats, Sprague-Dawley , Reproducibility of Results , Sensitivity and Specificity
15.
Neurotoxicology ; 57: 298-309, 2016 12.
Article En | MEDLINE | ID: mdl-27984051

Prolonged vitamin B1 (thiamine) deficiency can lead to neurological disorders such as Wernicke's encephalopathy and Wernicke-Korsakoff Syndrome (WKS) in humans. These thiamine deficiency disorders have been attributed to vascular leakage, blood-brain barrier breakdown and neuronal loss in the diencephalon and brain stem. However, endothelial dysfunction following thiamine deficiency and its relationship to the phenomenon of neurodegeneration has not been clearly elucidated. The present study sought to begin to address this issue by evaluating vascular morphology and integrity in a pyrithiamine (PT)-induced rat model of thiamine deficiency. Adjacent brain sections were used to either assess vascular integrity through immunohistochemical localization of rat endothelial cell antigen (RECA-1) and endothelial brain barrier antigen (EBA-1) or neurodegeneration using the de Olmos cupric silver method. GFAP and CD11b immunolabeling was used to evaluate astrocytic and microglial/macrophagic changes. Extensive neurodegeneration occurred concomitant with both vascular damage (thinning and breakage) and microglial activation in the inferior olive, medial thalamic area, and medial geniculate nuclei of pyrithiamine treated rats. Likewise, glucose transporter-1 (Glut-1), which is mostly expressed in endothelial cells, was also severely decreased in this pyrithiamine induced thiamine deficient rat model. MRI scans of these animals prior to sacrifice show that the pyrithiamine induced thiamine deficient animals have abnormal T2 relaxation values, which are commensurate with, and possibly predictive of, the neurodegeneration and/or endothelial dysfunction subsequently observed histologically in these same animals.


Antimetabolites/toxicity , Brain/pathology , Endothelial Cells/drug effects , Pyrithiamine/toxicity , Thiamine Deficiency/chemically induced , Thiamine Deficiency/pathology , Animals , Antigens, Surface/metabolism , Astrocytes/pathology , Astrocytes/ultrastructure , Brain/diagnostic imaging , CD11b Antigen/metabolism , Disease Models, Animal , Endothelial Cells/ultrastructure , Glial Fibrillary Acidic Protein/metabolism , Glucose Transport Proteins, Facilitative/metabolism , Glucose Transporter Type 1/metabolism , Magnetic Resonance Imaging , Male , Neurodegenerative Diseases/diagnostic imaging , Neurodegenerative Diseases/etiology , Rats , Rats, Sprague-Dawley , Silver Staining , Thiamine Deficiency/complications , Thiamine Deficiency/diagnostic imaging
16.
Brain Res ; 1651: 114-120, 2016 11 15.
Article En | MEDLINE | ID: mdl-27663970

We utilized proton magnetic resonance spectroscopy to evaluate the metabolic profile of the hippocampus and anterior cingulate cortex of the developing rat brain from postnatal days 14-70. Measured metabolite concentrations were modeled using linear, exponential, or logarithmic functions and the time point at which the data reached plateau (i.e. when the portion of the data could be fit to horizontal line) was estimated and was interpreted as the time when the brain has reached maturity with respect to that metabolite. N-acetyl-aspartate and myo-inositol increased within the observed period. Gluthathione did not vary significantly, while taurine decreased initially and then stabilized. Phosphocreatine and total creatine had a tendency to increase towards the end of the experiment. Some differences between our data and the published literature were observed in the concentrations and dynamics of phosphocreatine, myo-inositol, and GABA in the hippocampus and creatine, GABA, glutamine, choline and N-acetyl-aspartate in the cortex. Such differences may be attributed to experimental conditions, analysis approaches and animal species. The latter is supported by differences between in-house rat colony and rats from Charles River Labs. Spectroscopy provides a valuable tool for non-invasive brain neurochemical profiling for use in developmental neurobiology research. Special attention needs to be paid to important sources of variation like animal strain and commercial source.


Brain/growth & development , Brain/metabolism , Magnetic Resonance Spectroscopy , Animals , Aspartic Acid/analogs & derivatives , Aspartic Acid/metabolism , Brain/diagnostic imaging , Choline/metabolism , Creatine/metabolism , Glutamine/metabolism , Inositol/metabolism , Magnetic Resonance Spectroscopy/instrumentation , Male , Rats, Sprague-Dawley , Species Specificity , Taurine/metabolism , gamma-Aminobutyric Acid/metabolism
17.
Neurotoxicology ; 56: 225-232, 2016 09.
Article En | MEDLINE | ID: mdl-27555423

Longitudinal MRI employing diffusion tensor imaging and T2 mapping approaches has been applied to investigate the mechanisms of white matter damage caused by acute hexachlorophene neurotoxicity in rats in vivo. Male Sprague-Dawley rats were administered hexachlorophene orally once a day for five consecutive days at a dose of 30mg/kg and were monitored in 7T MRI scanner at days 0 (baseline), 3, 6, 13, and 20 following the first hexachlorophene dose. Quantitative T2 maps as well as a number of diffusion tensor parameters (fractional anisotropy, radial and axial diffusivity, apparent diffusion coefficient, and trace) were calculated from corresponding MR images. T2, as well as all diffusion tensor derived parameters (except fractional anisotropy) showed significant changes during the course of neurotoxicity development. These changes peaked at 6days after the first dose of hexachlorophene (one day after the last dose) and recovered to practically baseline levels at the end of observation (20days from the first dose). While such changes in diffusivity and T2 relaxation clearly demonstrate myelin perturbations consistent with edema, the lack of changes of fractional anisotropy suggests that the structure of the myelin sheath was not disrupted significantly by hexachlorophene in this study. This is also confirmed by the rapid recovery of all observed MRI parameters after cessation of hexachlorophene exposure.


Anti-Infective Agents, Local/pharmacology , Brain/drug effects , Brain/diagnostic imaging , Diffusion Tensor Imaging , Hexachlorophene/pharmacology , Animals , Anisotropy , Image Processing, Computer-Assisted , Longitudinal Studies , Male , Nerve Fibers, Myelinated/drug effects , Rats , Rats, Sprague-Dawley , Time Factors , White Matter/diagnostic imaging , White Matter/drug effects
18.
Toxicol Sci ; 148(2): 332-40, 2015 Dec.
Article En | MEDLINE | ID: mdl-26609132

Neurotoxicity has been linked to a number of common drugs and chemicals, yet efficient and accurate methods to detect it are lacking. There is a need for more sensitive and specific biomarkers of neurotoxicity that can help diagnose and predict neurotoxicity that are relevant across animal models and translational from nonclinical to clinical data. Fluid-based biomarkers such as those found in serum, plasma, urine, and cerebrospinal fluid (CSF) have great potential due to the relative ease of sampling compared with tissues. Increasing evidence supports the potential utility of fluid-based biomarkers of neurotoxicity such as microRNAs, F2-isoprostanes, translocator protein, glial fibrillary acidic protein, ubiquitin C-terminal hydrolase L1, myelin basic protein, microtubule-associated protein-2, and total tau. However, some of these biomarkers such as those in CSF require invasive sampling or are specific to one disease such as Alzheimer's, while others require further validation. Additionally, neuroimaging methodologies, including magnetic resonance imaging, magnetic resonance spectroscopy, and positron emission tomography, may also serve as potential biomarkers and have several advantages including being minimally invasive. The development of biomarkers of neurotoxicity is a goal shared by scientists across academia, government, and industry and is an ideal topic to be addressed via the Health and Environmental Sciences Institute (HESI) framework which provides a forum to collaborate on key challenging scientific topics. Here we utilize the HESI framework to propose a consensus on the relative potential of currently described biomarkers of neurotoxicity to assess utility of the selected biomarkers using a nonclinical model.


Biomarkers/metabolism , Nervous System/drug effects , Neurotoxicity Syndromes/etiology , Toxicology/methods , Translational Research, Biomedical/methods , Animals , Disease Models, Animal , Genetic Markers , Humans , Nervous System/metabolism , Neurotoxicity Syndromes/diagnosis , Neurotoxicity Syndromes/genetics , Neurotoxicity Syndromes/metabolism , Predictive Value of Tests , Prognosis , Reproducibility of Results , Risk Assessment
19.
Mol Neurobiol ; 52(2): 913-26, 2015 Oct.
Article En | MEDLINE | ID: mdl-26099304

Various iron-oxide nanoparticles have been in use for a long time as therapeutic and imaging agents and for supplemental delivery in cases of iron-deficiency. While all of these products have a specified size range of ∼ 40 nm and above, efforts are underway to produce smaller particles, down to ∼ 1 nm. Here, we show that after a 24-h exposure of SHSY-5Y human neuroblastoma cells to 10 µg/ml of 10 and 30 nm ferric oxide nanoparticles (Fe-NPs), cellular dopamine content was depleted by 68 and 52 %, respectively. Increases in activated tyrosine kinase c-Abl, a molecular switch induced by oxidative stress, and neuronal α-synuclein expression, a protein marker associated with neuronal injury, were also observed (55 and 38 % percent increases, respectively). Inhibition of cell-proliferation, significant reductions in the number of active mitochondria, and a dose-dependent increase in reactive oxygen species (ROS) were observed in neuronal cells. Additionally, using a rat in vitro blood-brain barrier (BBB) model, a dose-dependent increase in ROS accompanied by increased fluorescein efflux demonstrated compromised BBB integrity. To assess translational implications, in vivo Fe-NP-induced neurotoxicity was determined using in vivo MRI and post-mortem neurochemical and neuropathological correlates in adult male rats after exposure to 50 mg/kg of 10 nm Fe-NPs. Significant decrease in T 2 values was observed. Dynamic observations suggested transfer and retention of Fe-NPs from brain vasculature into brain ventricles. A significant decrease in striatal dopamine and its metabolites was also observed, and neuropathological correlates provided additional evidence of significant nerve cell body and dopaminergic terminal damage as well as damage to neuronal vasculature after exposure to 10 nm Fe-NPs. These data demonstrate a neurotoxic potential of very small size iron nanoparticles and suggest that use of these ferric oxide nanoparticles may result in neurotoxicity, thereby limiting their clinical application.


Dopaminergic Neurons/drug effects , Magnetite Nanoparticles/toxicity , Animals , Apoptosis/drug effects , Blood-Brain Barrier/drug effects , Caspases/metabolism , Catecholamines/analysis , Cell Division/drug effects , Cell Line, Tumor , Corpus Striatum/chemistry , Corpus Striatum/drug effects , Dopaminergic Neurons/chemistry , Dopaminergic Neurons/ultrastructure , Enzyme Activation/drug effects , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Mitochondria/drug effects , Mitochondria/metabolism , Nanospheres , Neuroblastoma/pathology , Oxidative Stress , Particle Size , Permeability/drug effects , Rats , Rats, Sprague-Dawley , Reactive Oxygen Species/analysis , Spectrometry, X-Ray Emission
20.
Toxicol Sci ; 146(1): 183-91, 2015 Jul.
Article En | MEDLINE | ID: mdl-25904105

The aim of this study was to assess quantitative changes in T2 relaxation using magnetic resonance imaging approaches in rats exposed to kainic acid to assess the utility of such endpoints as biomarkers of neurotoxicity. Quantitative T2 mapping was performed in 21 rats before and 2, 24, and 48 h after a single ip injection of 10 mg/kg of kainic acid. Three methods of quantifying T2 changes were explored: (1) Thresholding: all voxels exhibiting T2 ≤ 72 ms were designated normal tissue, whereas voxels exhibiting T2 > 72 ms were designated as lesioned tissue; (2) Statistical mapping: T2 maps obtained after treatment were statistically compared with averaged "baseline" maps, voxel-by-voxel; (3) Within-subject difference from baseline: for each individual the baseline T2 map was subtracted from the T2 map obtained after treatment. Based on the follow-up histopathological response there were 9 responders, 7 nonresponders, and 5 animals were not classified due to early sacrifice at 2 h which was too soon after treatment to detect any morphological evidence. The "thresholding" method (1) detected differences between groups only at the later time point of 48 h, the "statistical mapping" approach (2) detected differences 24 and 48 h after treatment, and the "within-subject difference from baseline" method (3) detected statistically significant differences between groups at each time point (2, 24, and 48 h). T2 mapping provides an easily quantifiable biomarker and the quantification method employing the use of the same animal as its own control provides the most sensitive metrics.


Kainic Acid/toxicity , Magnetic Resonance Imaging/methods , Nervous System/drug effects , Animals , Male , Rats , Rats, Sprague-Dawley
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