Rapid, concurrent analysis of dopamine, 5-hydroxytryptamine, their precursors and metabolites utilizing high performance liquid chromatography with electrochemical detection: analysis of brain tissue and cerebrospinal fluid

Assays capable of measuring picomole quantities of dopamine (DA), 5-hydroxytryptamine (5-HT), several of their precursors and metabolites concurrently within 25 minutes were developed utilizing high performance liquid chromatography with electrochemical detection (LCEC). Several parameters of the LCEC were altered in order to separate the compounds while maintaining a short assay time. The final LCEC systems demonstrated biological utility in that the DA metabolites, 3,4-dihydroxyphenylacetic acid (DOPAC) and homovanillic acid (HVA), and the 5-HT metabolite 5-hydroxy-3-indoleacetic acid (5-HIAA) were detected in rat cerebrospinal fluid; in addition to these compounds, DA and 5-HT were measurable in the striatum, hypothalamus and median eminence of the rat brain. Pargyline decreased the concentrations of DOPAC, HVA and 5-HIAA and increased the 5-HT concentration in all three brain regions, and increased the DA concentration in the striatum. Probenecid increased all three acid metabolite concentrations in the hypothalamus and median eminence, while only the HVA and 5-HIAA concentrations were increased in the striatum. The DA and 5-HT concentrations were unaltered. The LCEC methods described in this paper should be useful in elucidating the mechanisms and roles of 5-HT and DA neurons in experimental paradigms of biological interest.     

Hepatocyte transplantation (HTx) corrects selected neurometabolic abnormalities in murine intermediate maple syrup urine disease (iMSUD)

Skvorak et al. [1] demonstrated the therapeutic efficacy of HTx in a murine model of iMSUD, confirming significant metabolic improvement and survival. To determine the effect of HTx on extrahepatic organs, we examined the metabolic effects of HTx in brain from iMSUD animals. Amino acid analysis revealed that HTx corrected increased ornithine, partially corrected depleted glutamine, and revealed a trend toward alloisoleucine correction. For amino acid and monoamine neurotransmitters, decreased GABA was partially corrected with HTx, while the l-histidine dipeptide of GABA, homocarnosine, was decreased in iMSUD mice and hypercorrected following HTx. Elevated branched-chain amino acids (BCAA; leucine, isoleucine, and valine) in MSUD can deplete brain tyrosine and tryptophan (the precursors of monoamine neurotransmitters, dopamine (DA) and serotonin (5-hydroxytryptamine; 5-HT)) through competition via the large neutral amino acid transporter. HTx corrected decreased DA levels and the DA metabolite, 3-methoxytyramine, and partially corrected the DA intermediate 3,4-dihydroxyphenylacetate (DOPAC) and 5-HT levels, despite normal tyrosine and tryptophan levels in iMSUD mouse brain. We further observed enhanced intracellular turnover of both DA and 5-HT in iMSUD mouse brain, both of which partially corrected with HTx. Our results suggest new pathomechanisms of neurotransmitter metabolism in this disorder and support the therapeutic relevance of HTx in iMSUD mice, while providing proof-of-principle that HTx has corrective potential in extrahepatic organs.     

Cationic amino acid transport across the blood-brain barrier is mediated exclusively by system y+

Cationic amino acid (CAA) transport is brought about by two families of proteins that are found in various tissues: Cat (CAA transporter), referred to as system y+, and Bat [broad-scope amino acid (AA) transporter], which comprises systems b0,+, B0,+, and y+L. CAA traverse the blood-brain barrier (BBB), but experiments done in vivo have only been able to examine the BBB from the luminal (blood-facing) side. In the present study, plasma membranes isolated from bovine brain microvessels were used to identify and characterize the CAA transporter(s) on both sides of the BBB. From these studies, it was concluded that system y+ was the only transporter present, with a prevalence of activity on the abluminal membrane. System y+ was voltage dependent and had a Km of 470 +/- 106 microM (SE) for lysine, a Ki of 34 microM for arginine, and a Ki of 290 microM for ornithine. In the presence of Na+, system y+ was inhibited by several essential neutral AAs. The Ki values were 3-10 times the plasma concentrations, suggesting that system y+ was not as important a point of access for these AAs as system L1. Several small nonessential AAs (serine, glutamine, alanine,and glycine) inhibited system y+ with Ki values similar to their plasma concentrations, suggesting that system y+ may account for the permeability of the BBB to these AAs. System y+ may be important in the provision of arginine for NO synthesis. Real-time PCR and Western blotting techniques established the presence of the three known nitric oxide synthases in cerebral endothelial cells: NOS-1 (neuronal), NOS-2 (inducible), and NOS-3 (endothelial). These results confirm that system y+ is the only CAA transporter in the BBB and suggest that NO can be produced in brain endothelial cells.     

Altered free amino acid levels in brain cortex tissues of mice with Alzheimer's disease as their N(O,S)-ethoxycarbonyl/tert-butyldimethylsilyl derivatives

The altered amino acid (AA) levels as neurotransmitter closely correlate to neurodegenerative conditions including Alzheimer's disease (AD). Target profiling analysis of nineteen AAs in brain cortex samples from three Tg2576 mice as AD model and three littermate mice as control model was achieved as their N(O,S)-ethoxycarbonyl/tert-butyldimethylsilyl derivatives by gas chromatography. Subsequently, star pattern recognition analysis was performed on the brain AA levels of AD mice after normalization to the corresponding control median values. As compared to control mice, gamma-aminobutyric acid among ten AAs found in brain samples was significantly reduced (P 0.01) while leucine was significantly elevated (P 0.02) in AD mice. The normalized AA levels of the three AD mice were transformed into distorted star patterns which was different from the decagonal shape of control median. The present method allowed visual discrimination of the three AD mice from the controls based on the ten normalized AA levels.     

Polymorphisms in large neutral amino acids transporter,system L,in association with CNS disorders

Maintenance of the amino acids (AAs) levels within the central nervous system (CNS) is of importance for the formation of neurotransmitters. Alterations of the l-tryptophan and l-tyrosine (precursors of serotonin and dopamine, respectively) in brain parenchyma may result in serious CNS disorders such as depression. Malfunction of the system L (in particular LAT1/4F2hc) transporter can result in inevitable fluctuation of the large neutral amino acids (NAAs). From our preliminary mutation detection analyses, we hypothesize that the light chain LAT1 (SLC7A5) polymorphisms may change functionality of the system L resulting in fluctuation of key large NAAs levels in CNS. Also, mutations in 4F2hc (SLC3A2), the heavy chain of various AAs transporters, may alter the functions of some key transporters and cause changes in AAs concentrations of the brain. If proven, this hypothesis would grant new insights in molecular biology of the large neutral amino acid transporters in relevance to CNS disorders.     

Effects of acute tryptophan depletion on brain serotonin function and concentrations of dopamine and norepinephrine in C57BL/6J and BALB/cJ mice

Acute tryptophan depletion (ATD) is a method of lowering brain serotonin (5-HT). Administration of large neutral amino acids (LNAA) limits the transport of endogenous tryptophan (TRP) across the blood brain barrier by competition with other LNAAs and subsequently decreases serotonergic neurotransmission. A recent discussion on the specificity and efficacy of the ATD paradigm for inhibition of central nervous 5-HT has arisen. Moreover, side effects such as vomiting and nausea after intake of amino acids (AA) still limit its use. ATD Moja-De is a revised mixture of AAs which is less nauseating than conventional protocols. It has been used in preliminary clinical studies but its effects on central 5-HT mechanisms and other neurotransmitter systems have not been validated in an animal model. We tested ATD Moja-De (TRP-) in two strains of mice: C57BL/6J, and BALB/cJ, which are reported to have impaired 5-HT synthesis and a more anxious phenotype relative to other strains of mice. ATD Moja-De lowered brain TRP, significantly decreased 5-HT synthesis as indexed by 5-HTP levels after decarboxlyase inhibition, and lowered 5-HT and 5-HIAA in both strains of mice, however more so in C57BL/6J than in BALB/cJ. Dopamine and its metabolites as well as norepinephrine were not affected. A balanced (TRP+) control mixture did not raise 5-HT or 5-HIAA. The present findings suggest that ATD Moja-De effectively and specifically suppresses central serotonergic function. These results also demonstrate a strain-specific effect of ATD Moja-De on anxiety-like behavior.     

A new method to estimate the relative bioavailability of individual amino acids in fish larvae using 13C-NMR spectroscopy

In comparison to mammals, fish, and in particular young stages, are thought to have higher amino acid (AA) requirements. Still, little is known about AA requirements of fish larvae, largely due to difficulties in applying traditional methodologies to these fast growing small animals. This study presents a new method to study the qualitative AA requirements of fish larvae. This method combines the use of 13C-labelled live food and 13C-NMR spectroscopy. It allows the simultaneous estimation of the relative bioavailability of several individual AAs. The present study shows that the relative bioavailabilies of various AAs do differ between AAs in larval seabream (Sparus aurata). Threonine has a low relative bioavailability, while aspartate, glutamate and lysine had high relative bioavailabilies compared to other AAs. These results are here attributed to differences in absorption rates by the gut, and/or selective catabolism. The results from the present study suggest that when rotifers are used as the diet for larval seabream, they should be enriched with products rich in threonine and leucine. Information on the relative bioavailability of individual AAs together with the AA profile of the larval protein should allow defining the ideal dietary AA profile for a given species.     

Neurotransmitter Changes in Guinea-Pig Brain Regions Following Soman Intoxication

The effects of the organophosphate acetylcholinesterase (AChE) inhibitor soman (31.2 micrograms/kg s.c.) on guinea-pig brain AChE, transmitter, and metabolite levels were investigated. Concentrations of acetylcholine (ACh) and choline (Ch), noradrenaline (NA), dopamine (DA), 5-hydroxytryptamine (5-HT), and their metabolites, and six putative amino acid transmitters were determined concurrently in six brain regions. The brain AChE activity was maximally inhibited by 90%. The ACh content was elevated in most brain areas by 15 min, remaining at this level throughout the study. This increase reached statistical significance in the cortex, hippocampus, and striatum. The Ch level was significantly elevated in most areas by 60-120 min. In all regions, levels of NA were reduced, and levels of DA were maintained, but those of its metabolites increased. 5-HT levels were unchanged, but those of its metabolites showed a small increase. Changes in levels of amino acids were restricted to those areas where ACh levels were significantly raised: Aspartate levels fell, whereas gamma-aminobutyric acid levels rose. These findings are consistent with an initial increase in ACh content, resulting in secondary changes in DA and 5-HT turnover and release of NA and excitatory and inhibitory amino acid transmitters. This study can be used as a basis to investigate the effect of toxic agents and their treatments on the different transmitter systems.     

Effects of acute 17alpha-methyltestosterone,acute 17beta-estradiol,and chronic 17alpha-methyltestosterone on dopamine,norepinephrine and serotonin levels in the pituitary,hypothalamus and telencephalon of rainbow trout (Oncorhynchus mykiss)

This study investigated: (a) the effects of acute 17alpha-methyltestosterone (MT) or 17beta-estradiol (E(2)) administration on norepinephrine (NE), dopamine (DA), serotonin (5-HT), 3,4, dihydroxyphenylacetic acid (DOPAC), and 5-hydroxyindoleacetic acid (5-HIAA) contents in the hypothalamus, telencephalon and pituitary of previtellogenic female rainbow trout Oncorhynchus mykiss, and (b) the effects of chronic MT administration on the levels of these neurotransmitters in these brain regions in immature male rainbow trout. The acute administration of MT induced a significant decrease in pituitary levels of DOPAC as well as in the DOPAC/DA ratio. On the other hand, the acute administration of E(2) induced an increase in pituitary 5-HT levels as well as a decrease in the 5-HIAA/5-HT ratio. In a second experiment, 20 mg MT per kilogram body weight was implanted for 10, 20 or 40 days into sexually immature male rainbow trout. Implanted rainbow trout showed increased testosterone and decreased E(2) levels. In the pituitary, MT induced long-term decreases in NE, DA, DOPAC and 5-HT levels, as well as in the DOPAC/DA ratio. Hypothalamic and telencephalic DA, NE and 5-HT levels were not affected by MT implantation. However, 5-HIAA levels and the 5-HIAA/5-HT ratio were reduced by MT implantation in both brain regions. These results show that chronic treatment with MT exerts both long-term and region-specific effects on NE, DA, and 5-HT contents and metabolism, and thus that this androgen could inhibit pituitary catecholamine and 5-HT synthesis. A possible role for testosterone in the control of pituitary dopaminergic activity and gonadotropin II release is also discussed.     

Effect of the C1473G Polymorphic Variant of the Tryptophan Hydroxylase 2 Gene and Photoperiod Length on the Dopamine System of the Mouse Brain

A decrease in the light in autumn and winter causes depression like seasonal affective disorders (SAD) in sensitive patients, in which the serotonin (5-HT) and dopamine (DA) brain mediator systems are involved. We studied the interaction of the 5-HT and DA brain systems in an experimental SAD model in sexually mature male mice of the congenic B6-1473C and B6-1473G lines with high and low activity of tryptophan hydroxylase 2, a key enzyme of 5-HT synthesis in the brain. Mice of each line (divided into two groups of eight individuals) were kept for 30 days in standard (14 h light/10 h dark) and short (4 h light/20 h dark) daylight. The presence of the C1473G variant in the tryptophan hydroxylase 2 gene did not affect the expression of key genes of DA system: Drd1, Drd2, Scl6a3, Th, and Comt, that encode the D1 and D2 receptors, dopamine transporter, tyrosine hydroxylase, and catechol-o-methyltransferase, respectively. A decrease in the level of DA in the midbrain, as well as of its metabolite 3,4-dihydroxyphenylacetic acid (DOPAC) in the striatum, was detected in B6-1473G mice. Keeping mice in short daylight did not affect expression of the Drd1 gene in all brain structures nor the expression of the Slc6a3 and Th genes in the midbrain. Drd2 expression increased in the midbrain and decreased in the hippocampus, where Comt expression increased. An increase in DA level in the midbrain and DOPAC in the striatum was detected in mice kept in short daylight. This indicates the involvement of the brain’s DA system in the reaction to a decrease in daylight duration. No statistically significant effect of the interaction between the presence of the C1473G variant and daylight length on indicators of the activity of DA system was detected. No reasons were found to assert that this polymorphism determines the observed reaction of the brain DA system in keeping of animals under short daylight conditions.     

Simultaneous determination of dopamine and serotonin on a glassy carbon electrode coated with a film of carbon nanotubes

A chemically modified electrode based on the carbon nanotube film-coated glassy carbon electrode (GCE) is described for the simultaneous determination of dopamine (DA) and serotonin (5-HT). The multiwall carbon nanotube (MWNT) film-coated GCE exhibits a marked enhancement effect on the current response of DA and 5-HT and lowers oxidation overpotentials. The responses of DA and 5-HT merge into a large peak at a bare GCE, but they yield two well-defined oxidation peaks at the MWNT film-coated GCE. The experimental parameters were optimized, and a direct electrochemical method for the simultaneous determination of DA and 5-HT was proposed. The interference of ascorbic acid (AA) was investigated, and the results showed that a large excess of AA did not interfere with the voltammetric responses of DA and 5-HT. The modified electrode has been successfully applied for the assay of 5-HT and DA in human blood serum.     

Discovering Relations Between Mind,Brain, and Mental Disorders Using Topic Mapping

Neuroimaging research has largely focused on the identification of associations between brain activation and specific mental functions. Here we show that data mining techniques applied to a large database of neuroimaging results can be used to identify the conceptual structure of mental functions and their mapping to brain systems. This analysis confirms many current ideas regarding the neural organization of cognition, but also provides some new insights into the roles of particular brain systems in mental function. We further show that the same methods can be used to identify the relations between mental disorders. Finally, we show that these two approaches can be combined to empirically identify novel relations between mental disorders and mental functions via their common involvement of particular brain networks. This approach has the potential to discover novel endophenotypes for neuropsychiatric disorders and to better characterize the structure of these disorders and the relations between them.     

Astroglial amino acid-based transmitter receptors

Amino acids appear in prebiotic period being one of the first organic molecules on Earth. For neurobiologists, it is of importance that AAs are not only representing building blocks of life, but are also the essential part of metabolism and cellular signaling. In the mammalian brain, the most common excitatory and inhibitory transmitters acting upon cellular plasmalemmal receptors are the amino acid glutamate and its derivative γ-aminobutyric acid, respectively. Other amino acids, i.e. aspartate, glycine, d-serine, and homocysteic acid, as well as the sulfonic acid taurine, are also active compounds involved in receptor-mediated brain signaling. Receptors for these amino acid-based transmitters are either ion channels, also referred to as ionotropic receptors, or metabotropic, i.e. seven transmembrane domain G-protein coupled receptors. In this mini-review, we focus our interest on amino acid-based transmitter receptors on neuroglia, astrocytes in particular.     

SLC7 amino acid transporters of the yellow fever mosquito Aedes aegypti and their role in fat body TOR signaling and reproduction

BackgroundAn important function of the fat body in adult female mosquitoes is the conversion of blood meal derived amino acids (AA) into massive amounts of yolk protein precursors. A highly efficient transport mechanism for AAs across the plasma membrane of the fat body trophocytes is essential in order to deliver building blocks for the rapid synthesis of large amounts of these proteins. This mechanism consists in part of AA transporter proteins from the solute carrier family. These transporters have dual function; they function as transporters and participate in the nutrient signal transduction pathway that is activated in the fat body after a blood meal. In this study we focused on the solute carrier 7 family (SLC7), a family of AA transporters present in all metazoans that includes members with strong substrate specificity for cationic AAs.Methodology/principal findingsWe identified 11 putative SLC7 transporters in the genome sequence of Aedes aegypti. Phylogenetic analysis puts five of these in the cationic AA transporter subfamily (CAT) and six in the heterodimeric AA transporter (HAT) subfamily. All 11 A. aegypti SLC7 genes are expressed in adult females. Expression profiles are dynamic after a blood meal. We knocked down six fat body-expressed SLC7 transporters using RNAi and found that these ‘knockdowns’ reduced AA-induced TOR signaling. We also determined the effect these knockdowns had on the number of eggs deposited following a blood meal.Conclusions/significanceOur analysis stresses the importance of SLC7 transporters in TOR signaling pathway and mosquito reproduction.     

A Comparison of the Distribution of Neurotransmitters in Brain Regions of the Rat and Guinea-Pig Using a Chemiluminescent Method and HPLC with Electrochemical Detection

Six brain areas of rats and guinea-pigs, killed by microwave irradiation, were used for the concomitant measurement of the levels and regional distribution of cholinergic, biogenic amine, and amino acid neurotransmitters and metabolites. Acetylcholine (ACh) and choline (Ch) were quantified by chemiluminescence; noradrenaline (NA), dopamine (DA), 5-hydroxytryptamine (5-HT), and their metabolites by HPLC with electrochemical detection (HPLC-EC); and six putative amino acid neurotransmitters by HPLC-EC following derivatisation. The levels and regional distribution of these transmitters and their metabolites in the rat were similar to those reported in previous studies, except that biogenic amine transmitter levels were higher and metabolite concentrations were lower. The guinea-pig showed a similar regional distribution, but the absolute levels of ACh were lower in striatum and higher in hippocampus, midbrain-hypothalamus, and medulla-pons. In all areas, the levels of Ch were higher and those of NA, 5-HT, and taurine were lower than in the rat. The most marked differences between the rat and guinea-pig were in the relative proportion of DA metabolites and 5-HT turnover, as estimated by metabolite/transmitter ratios. This study can be used as a basis for a comprehensive understanding of the central effects of drugs on the major neurotransmitter systems.     

Acute tryptophan and serotonin depletion using an optimized tryptophan-free protein-carbohydrate mixture in the adult rat

In contrast to humans, a tryptophan (TRP)-free amino acid (AA) mixture only leads to moderate depletion in plasma TRP levels in adult rats. In this study we evaluated the effects of an acute administration of a TRP-free protein-carbohydrate nutritional mixture in adult male Wistar rats. Plasma amino acid levels were examined at 2 and 4h starting after the first administration. Furthermore, the concentrations of amino acid, serotonin (5-HT), dopamine (DA) and their metabolite (5-hydroxyindolacetic acid (5-HIAA) and 3,4-dihydroxyphenylacetic acid (DOPAC), respectively) were measured within the striatum, hippocampus and cortex. In the TRP depleted animals, the TRP/sigmaLNAA ratio (LNAA: large neutral amino acids) was substantial decreased at 2 and 4h after the first administration of the oral administration (by 71 and 78%, respectively). Four hours after treatment central TRP and 5-HT concentrations were decreased by 50%. Both peripheral and central TRP levels returned to basal values in the group treated with the nutritional mixture supplemented with TRP. Surprisingly, tyrosine levels were also reduced after oral administration of the protein-carbohydrate mixture without affecting central DA concentrations. In conclusion, the TRP-free protein-carbohydrate nutritional mixture appears to be an efficient tool to substantially reduce plasma and central TRP levels in adult rat.     

HPLC-EC analysis of catechols and indoles in rat brain dialysates

This short article reviews HPLC-EC methodology that we are currently applying to measure DA, 5-HT and their acid metabolites in rat brain dialysates collected in vivo. HPLC-EC systems based on standard-bore HPLC columns are described which are sufficiently sensitive to allow detection of the monoamine transmitters and their metabolites in regional brain dialysates collected at 10-20 min intervals. A large reduction in sample requirement was achieved by "down-scaling" the conventional HPLC-EC assay to incorporate small-bore HPLC columns. The small-bore systems allowed monoamines to be detected in samples collected over 1 to a few minutes.     

Alternating extremely low frequency magnetic field increases turnover of dopamine and serotonin in rat frontal cortex

The aim of this study was to evaluate the influence of an extremely low frequency sinusoidal magnetic field (ELF MF) with frequency of 10 Hz and intensity of 1.8-3.8 mT on the levels of the biogenic amines dopamine (DA), 3,4-dihydroxyphenylacetic acid (DOPAC), homovanillic acid (HVA), 3-methoxytyramine (3-MT), 5-hydroxytryptamine (5-HT), 5-hydroxyindolacetic acid (5-HIAA), and noradrenaline (NA), as well as on DA and 5-HT turnover in corpus striatum and frontal cortex of adult male Wistar rats. We found that ELF MF exposure for 14 days, 1 h daily, did not influence the level of the examined biogenic amines and metabolites, but increased the rate of synthesis (turnover) of DA and 5-HT in rat frontal cortex as compared to control, sham exposed rats. On the basis of the present results and our previous findings, extremely low frequency magnetic field (ELF MF) exposure has been found to alter both turnover and receptor reactivity of monoaminergic systems, as well as some behaviors induced by these systems or their agonists and antagonists.     

Effect on brain monoamines in the rat of substituted and protected analogues of the oxytocin fragment, prolyl-leucyl-glycinamide following N-terminal substitution by D- and L-pipecolic acid

The effect of modified and substituted analogues of prolyl-leucyl-glycinamide (PLG, MIF-I) was investigated on the steady-state level of noradrenaline (NA), dopamine (DA) and serotonin (5-HT) in various brain regions. Proline was replaced by D- or L-pipecolic acid (D- or L-Pip), which analogues in turn were protected by benzoxy-carbonyl (Z) group. Substitution by D- or L-pipecolic acid caused opposite changes in the DA level of the dorsal hippocampus. These effects were absent it the N-terminal of either analogues was protected by Z-group. Following the above mentioned N-terminal modification, the amino group of the C-terminal glycine was also substituted by methyl-esther (Gly-OMe), Z-D-Pip-Leu-Gly-OMe decreased the mesencephalic DA level, while Z-L-Pip-Leu-Gly-OMe increased the 5-HT content of the mesencephalon and striatum. In general, N-terminal substitution by D-pipecolic acid decreased, whereas that by L-pipecolic acid increased the monoamine level in the brain.     

Mouse models in neurological disorders: Applications of non-invasive imaging

Neuroimaging techniques represent powerful tools to assess disease-specific cellular, biochemical and molecular processes non-invasively in vivo. Besides providing precise anatomical localisation and quantification, the most exciting advantage of non-invasive imaging techniques is the opportunity to investigate the spatial and temporal dynamics of disease-specific functional and molecular events longitudinally in intact living organisms, so called molecular imaging (MI). Combining neuroimaging technologies with in vivo models of neurological disorders provides unique opportunities to understand the aetiology and pathophysiology of human neurological disorders. In this way, neuroimaging in mouse models of neurological disorders not only can be used for phenotyping specific diseases and monitoring disease progression but also plays an essential role in the development and evaluation of disease-specific treatment approaches. In this way MI is a key technology in translational research, helping to design improved disease models as well as experimental treatment protocols that may afterwards be implemented into clinical routine. The most widely used imaging modalities in animal models to assess in vivo anatomical, functional and molecular events are positron emission tomography (PET), magnetic resonance imaging (MRI) and optical imaging (OI). Here, we review the application of neuroimaging in mouse models of neurodegeneration (Parkinson's disease, PD, and Alzheimer's disease, AD) and brain cancer (glioma).