Abstract
There has been a growing interest in the use of manganese-enhanced MRI (MEMRI) for neuronal tract tracing in mammals, especially in rodents. For this MEMRI application, manganese solutions are usually directly injected into specific brain regions. Recently it was reported that manganese ions can diffuse through intact rat skull. Here the local manganese concentrations in the brain tissue after transcranial manganese application were quantified and the effectiveness of tracing from the area under the skull where delivery occurred was determined. It was established that transcranially applied manganese yields brain tissue enhancement dependent on the location of application on the skull and that manganese that enters the brain transcranially can trace to deeper brain areas.
Keywords: MEMRI, tract tracing, transcranial delivery
Introduction
Manganese is an essential element that has fundamental roles in cellular processes in living organisms, especially in brain function (Aschner et al., 2006). Mn2+ has similar ionic radius as Ca2+ and behaves as a Ca2+ analog (Merritt et al., 1989; Narita et al., 1990). Thus, Mn2+ can enter excitable cells such as neurons via L-type voltage-gated Ca2+ channels (Narita et al., 1990; Pautler, 2006) and can activate N-methyl-D-aspartate glutamate receptors (Gobbo et al., 2012). Once inside neurons, Mn2+ is transported along the axons in a microtubule dependent manner and gets released into the synaptic cleft, where it gets taken up by the next neuron in the neural circuit (Sloot and Gramsbergen, 1994; Pautler et al., 1998, 2003; Takeda et al., 1998; Pautler and Koretsky, 2002). Moreover, Mn2+ is a paramagnetic ion and acts as an excellent contrast agent in magnetic resonance imaging (MRI) (Mendonca-Dias et al., 1983; Geraldes et al., 1986; Cory et al., 1987). Accumulation of Mn2+ in a tissue leads to shortening of the spin-lattice relaxation time, T1, and the spin-spin relaxation time, T2, of water molecules in that tissue. T1 relaxivity is typically more sensitive than T2 relaxivity for MRI at higher magnetic fields. Shortening of T1 of the tissue in which Mn2+ accumulates results in a positive contrast enhancement in T1-weighted MRI of that tissue. These combined properties of Mn2+ have led to use of manganese-enhanced MRI (MEMRI) in the past couple of decades in a large variety of studies. Presently, there are three major uses of MEMRI in the brain: for enhancement of brain cytoarchitecture in anatomical studies (Natt et al., 2002; Watanabe et al., 2002, 2004; Aoki et al., 2004b), for mapping neuronal activity (Lin and Koretsky, 1997; Aoki et al., 2002, 2004a; Hsu et al., 2007; Yu et al., 2008) and for in vivo tracing of neuronal connections (Pautler et al., 1998, 2003; Van der Linden et al., 2002). The use of MEMRI for anatomy and function extends to other tissues as well, such as heart (Hu et al., 2001), pancreas (Gimi et al., 2006) and tumors (Banerjee et al., 2007; Hasegawa et al., 2011).
The first study to use MEMRI for neuronal tract tracing focused on tracing of olfactory and visual pathways in mouse brain (Pautler et al., 1998). Since then, many MEMRI tract tracing studies have been successfully performed on different neural pathways and species, such as the song control pathway in songbirds (Van der Linden et al., 2002, 2004), olfactory pathway in rats (Cross et al., 2004; Chuang and Koretsky, 2006), visual pathway in rats and nonhuman primates (Watanabe et al., 2001; Thuen et al., 2005; Murayama et al., 2006), somatosensory pathway in rats (Allegrini and Wiessner, 2003; Leergaard et al., 2003), basal ganglia pathway in macaques, mice and rats (Saleem et al., 2002; Pautler et al., 2003; Pelled et al., 2007), auditory pathway in guinea pigs (Lee et al., 2007) and corticospinal pathway in rats and marmosets (Bilgen et al., 2006; Demain et al., 2015). For neuronal tract tracing, Mn2+ solutions are usually directly injected into specific brain or peripheral areas, or delivered nasally when tracing olfactory pathways.
A recent study of traumatic brain injury (TBI) has shown that small molecular weight fluorescent molecules as well as dextrans of various sizes can diffuse through intact murine skull into the meningeal space (Roth et al., 2014). Meningeal concentrations of these molecules were found to be dependent on the size of the applied molecules and length of the application to the thinned skull. This method of substance delivery to the brain is called transcranial application. In addition to fluorescent probes, several purinergic receptors and manganese solutions were demonstrated to reach the brain with transcranial application. In the case of MnCl2, MRI enhancement was detected below the area of the brain where the MnCl2 was applied. In that study, the Mn2+ passage through the intact rat skull was demonstrated but not well characterized. The purpose of this study was to determine the factors that affect transcranially applied Mn2+ and determine whether the Mn2+ that enters the brain can be used to trace neural systems.
Materials and methods
Animal preparation
Adult male Sprague-Dawley rats (body weights 200–300 g), obtained from Harlan Laboratories, were used for this study. The animals were provided Open Formula Rat and Mouse Diet (NIH-07). All animal work was performed according to the guidelines of the Animal Care and Use Committee of National Institute of Neurological Disorders and Stroke, National Institutes of Health (Bethesda, MD). The rats were initially anesthetized with 5% isoflurane, and then switched to 1–2% isoflurane for maintenance throughout the procedure. Body temperature was monitored and maintained by a heated water bath. As previously described (Roth et al., 2014), animals were placed in a stereotaxic apparatus and a single midline incision with a sterile scalpel was made through the skin above the skull. The skull bone was exposed by scraping away the periosteum and bleeding was stopped with a surgical cauterizer. Sterile saline (0.9% NaCl) solutions of MnCl2 (Sigma-Aldrich, St. Louis, MO), of concentrations ranging from 0 to 500 mM, were placed directly on the skull bone, in various locations, to investigate the efficiency of manganese passage through the different regions of the skull. Specific targeted areas are illustrated in the first figure. Pure saline was used as a control. Solutions of CaCl2, NaCl, MgCl2 and D-mannitol (Sigma-Aldrich, St. Louis, MO) in different concentrations were each separately added to some of the MnCl2 solutions to study the possible effect of ionic strength and osmolarity on the delivery efficiency. The solutions were pipetted on the rat skull over a 2-h period in 5-µl aliquots and replenished as needed. The total volume of applied MnCl2 solutions did not exceed 50 µl. After 2 h the skin was sutured and the animal promptly placed in a MRI scanner to detect manganese diffusion into the brain. In some cases, MRI was also performed one day later to determine if there was tracing of the Mn2+ along appropriate neural pathways. A group of three rats was used for each set of experimental conditions.
MRI data acquisition
Images were acquired on an 11.7 T/31 cm horizontal magnet (Agilent, Oxford, UK) interfaced to a Bruker Avance III console (Bruker BioSpin, Billerica, MA) equipped with a 12-cm gradient set (Resonance Research Inc., Billerica, MA). A 9-cm laboratory-built birdcage coil was used for signal transmission and a 2-cm surface coil placed on the rat head was used for signal reception. During imaging, anesthesia was maintained at 1.5% isoflurane and the animal body temperature was maintained at 37 °C via a temperature-controlled heated water bath. Animals were imaged immediately after manganese administration, as well as 24 h later for tracing experiments. Thirty, 1-mm-thick, axial MRI slices were acquired across the brain. A T1-weighted spin echo pulse sequence (TE=7.6 ms, TR=500 ms, Nav=8, 100 µm in-plane resolution, 19 min total scan duration) was used to detect contrast enhancement by manganese. The T1 relaxation times were measured using a saturation recovery spin-echo sequence (TE=7.6 ms, TRs=0.4; 0.97; 1.77; 3.124 and 10 s, Nav=2, 200 µm in-plane resolution, 78 min total scan duration).
MRI image analysis
MRI data obtained from rats receiving transcranial manganese were analyzed using ImageJ (http://rsb.info.nih.gov/ij/) and MIPAV (http://mipav.cit.nih.gov/) software developed at NIH. T1 relaxation maps for brain slices were calculated using the MRI Analysis Calculator plugin in ImageJ software. Background tissue T1 values and standard deviations for every slice were obtained by placing a region of interest (ROI) over an area of the cortex away from the one of manganese administration. T1 relaxation maps were thresholded using the value of the background T1 minus two standard deviations to obtain ROIs in which manganese had significantly shortened the T1 of the cortex tissue for the calculations in Figs. 3 and 4. Total amounts of manganese in the whole volume have been calculated by adding all the amounts in the relevant slices. For quantification of manganese tracing in Fig. 6, ROIs were obtained by overlapping MR images obtained using saturation recovery spin-echo sequence with registered rat brain atlas (adapted from Paxinos and Watson (2007), 6th edition) similarly as previously described (Yu et al., 2012; Yu and Koretsky, 2014). The same thalamus ROIs were used for all experiments investigating the same neuronal tract, thus two different thalamus ROIs were determined for the two different pathways studied in these experiments, somato-motor and visual. A single ROI was used for quantification of hippocampal signal. These ROIs were then placed on the calculated T1 relaxation maps for quantification. The average T1 relaxation times as well as the total number of voxels in all the ROIs were used to determine the local concentration and total amount of manganese in each slice, using the equation: 1/(T1)observed=1/(T1)background+r1× c, where c is the concentration of the contrast agent (typically expressed in mM) and r1 is it's relaxivity: an intrinsic ability of a contrast agent to change the longitudinal relaxation rate of a certain tissue (typically expressed in s−1 mM−1). The value of 4.7 s−1 mM−1 was used for cortical T1 relaxivity as previously reported (Chuang et al., 2009). All the calculated data points are averages of the calculations from three ROIs, each ROI uniquely corresponding to one of the three animals in the group for a particular set of experimental conditions. All the data are represented as mean ± standard deviation. Statistical t-tests were performed to investigate the significance of transcranial delivery effects: unpaired two-tailed t-test was used to compare the group of rats receiving 100 mM MnCl2 on the bregma vs. rats receiving 100 mM MnCl2+400 mM CaCl2 on the bregma; while the paired one-tailed t-test was used to compare values of T1 in the thalamus ROIs between immediately after the manganese application and 24 h later for all the tracing experiments. One tailed paired t-test was used in the latter case since contrast agents are expected to only decrease relaxation times.
Results
Recently, it was reported that manganese ions can diffuse through intact rat skull (Roth et al., 2014). Here, the local manganese amounts in the brain tissue after transcranial manganese application were quantified and the effectiveness of tracing from different skull areas was determined.
The effectiveness of the manganese diffusion through different regions of intact rat skull is demonstrated by the images in Fig. 1, where hyperintense regions represent cortical areas with significant manganese concentrations. Manganese can diffuse readily to levels that produce detectable tissue enhancement by MRI through areas of the skull that contain or are near suture lines where the adjacent skull bone plates come together, such as bregma (Fig. 1B) and lambda (Fig. 1C). Conversely, very limited manganese passage through the skull is detected when manganese is applied to skull areas away from the sutures (Fig. 1D and E).
When applied on bregma, the total amount of manganese in a MRI slice with most efficient delivery is proportional to the manganese concentration applied (Fig. 2). No detectable cortex manganese was observed for 100 mM applied manganese solution. To investigate a possible roll for total osmolarity in the manganese delivery, CaCl2 was added to various concentrations of MnCl2 in such a manner that the total salt concentration equaled 500 mM (Fig. 3E). The addition of calcium had a significant effect because applied manganese concentrations that were previously undetectable in the cortex, such as 100 mM (Fig. 3A and B), became detectable (p=0.009 for comparison of rats receiving 100 mM manganese solution with or without calcium addition). Moreover, concentrations as low as 10 mM manganese became observable with MRI.
To examine if this enhancing effect is unique to calcium, other secondary salts as well as mannitol were added to 100 mM solution of MnCl2 (Fig. 4A). Substituting CaCl2 solution with NaCl solution of equal ionic strength or MgCl2 solution of the same concentration led to much less efficient delivery of manganese. Addition of mannitol, a substance commonly used to increase the osmolarity of a solution and often used to transiently open the blood brain barrier, to the MnCl2 solution did not significantly aid the transcranial manganese delivery. Therefore, it appears that augmentation of the efficiency of manganese delivery through the skull is specific to calcium. To further investigate this effect, the amount of added calcium to a solution of low manganese concentration was lowered, and the efficiency of manganese delivery at concentrations lower than 300 mM quickly diminished with lower calcium concentrations (Fig. 4B).
To determine if manganese delivered through the skull would trace neural connections similar to when MnCl2 is directly injected into the rodent brain, motor/somatosensory and visual cortex were loaded through the skull. Manganese was applied proximate to bregma to target the motor/somatosensory cortex and proximate to lambda to target the visual cortex. Significant shortenings of T1 in the motor/somatosensory (p=0.03, 0.001 and 0.02, respectively, for rats receiving for 500 mM MnCl2, 250 mM MnCl2, and 100 mM MnCl2+400 mM CaCl2 on the bregma) and visual thalamus areas (p=0.045 for rats receiving 250 mM MnCl2+250 mM CaCl2 on the lambda) were observed 24 h later (Figs. 5 and 6). This is consistent with previous work where enhancement of MRI signal in the thalamus was observed 10 h after focal injection of manganese in the rat somatosensory cortex (Leergaard et al., 2003), as well as 24 h after manganese was injected in the rat eye (Watanabe et al., 2001). The total amount of manganese in the thalamus and hippocampus ROIs was quantified for both neuronal pathways (Fig. 6). Measurements in the hippocampus ROI were used as a control for systemic delivery of manganese, since hippocampus signal enhances through systemic delivery of manganese through cerebrospinal fluid (CSF) and possibly blood. A signal enhancement in the pituitary gland, indicative of systemic manganese delivery through the blood, was observed both in the MR images taken right after the application as well as 24 h later (images not shown). In the present work, of all the manganese that reached the cortex following application of a 500 mM solution of MnCl2 to bregma, approximately 6% ended up in the thalamus ROI and 1.3% in the hippocampus ROI the following day. This suggests that the major part of thalamus signal enhancement was due to tract tracing of manganese from the cortex, and minor part due to the systemic delivery through the vasculature and CSF. When manganese solution was applied on the lambda, the amounts in hippocampus and thalamus appear close but direct comparison with bregma application is not possible as different experimental conditions (type and concentration of applied solutions) were used. If it is desired to account for the non-specific signal enhancement in the tract tracing experiments, normalization by the pituitary signal can be employed as previously reported (Chuang and Koretsky, 2009). Tract tracing is most efficient at highest manganese concentrations applied to the skull, but lower manganese concentrations can be successfully used for tracing if appropriate calcium amounts are added.
Discussion
The findings demonstrate that manganese ions can pass through intact rat skull and thus be delivered to the brain by simple application on the skull. This is a much less invasive method of manganese delivery to the brain than traditional methods such as intracerebral injection. Once in the brain tissue, this contrast agent behaves in a similar manner as when introduced via the common invasive delivery methods and can therefore be used for neuronal tract tracing.
Manganese ions can pass most efficiently through areas of the skull that contain suture lines such as bregma, whereas normal skull bone is much less permeable to manganese ions under conditions used in this study. Because these fissure lines may contain space where the bones come together and are typically rich with blood vessels, diffusion around the blood vessels in these regions may be a possible contributor to the mechanism of the manganese passage through intact rat skull. Once through the skull, manganese penetrates the meninges to enter cortical tissue. The mechanism whereby manganese penetrates the meninges is not clear and it could be passing through the vessels that enter and exit meninges or via transcellular pathways. Indeed, it is well known that liver will uptake Mn2+ and transport it into bile and choroid plexus will uptake manganese and transport it into CSF via transcellular pathways.
Concentrated solutions of MnCl2, such as 500 mM and 250 mM used in this study, are of high osmolarity and can pass through the intact rat skull. Solutions of lower manganese concentration were able to successfully diffuse through the skull bone only upon the addition of calcium salts. This suggests that the rate limiting step of the transcranial manganese delivery is passage through the skull and the meninges. This effect could not be mimicked either by addition of salts of other divalent (magnesium) and monovalent (sodium) cations or by addition of chemicals that increase osmolarity (mannitol). These findings, in conjunction with the observation that the total amount of delivered manganese saturates when the applied salt concentrations are high, suggest that this delivery process is saturable and likely not due to passive diffusion alone. Of the substances we tried, only calcium can enhance the efficiency of manganese delivery through the intact rat skull into the brain, though it is unclear how exactly calcium aids manganese in its passage through the skull and into the brain. It could be that divalent Ca2+ saturates Mn2+ binding sites in bones which are of high phosphate content, or causes cell volume changes or disrupts cellular structure in either the bone or meninges.
The skull area covered by the pipetted drops of manganese solution was typically of an elliptical shape, with approximately a 3 mm major axis and a 2 mm minor axis. It was not possible to control the drop spread very rigorously and thus there is variability between animals in the same group represented by larger standard deviations. While a small number of animals were used in each group (three), the effects were large which makes statistical comparison between different treatments still possible. A comparison between rats receiving 100 mM MnCl2 on the bregma vs. rats receiving 100 mM MnCl2+400 mM CaCl2 on the bregma showed that the difference in amount of delivered manganese is significant (p=0.009), confirming that addition of calcium significantly improves efficiency of transcranial manganese delivery. There was a group of three animals receiving 50 mM MnCl2+100 mM CaCl2 (Fig. 4B) where no animals had voxels above the threshold. In general, the number of voxels above the threshold for animals receiving low concentrations of manganese was fairly small and relatively difficult to precisely determine due to the surgical artifacts on the top of the skull. Nevertheless, this error is fairly small, as control animals that had no manganese but display surgical artifacts had no voxels above the threshold, indicating surgical artifacts were not a large error.
It is worthwhile noting that in the MRI slices with the most efficient manganese delivery, darkening was observed in the areas of the brain right under the skull when higher concentrations of manganese (500 mM) were applied. This was likely due to T2 shortening effects from high local manganese concentrations. This effect was not observed when lower manganese concentrations (100 mM) were applied directly through the skull. Some relevant voxels may have been omitted in the data analysis due to this artifact. However, the number of such voxels is very low compared to the total volume and a much smaller source of error than variability of delivery efficiency under the same experimental conditions. If the effects of high concentration of Mn2+ at the delivery site are of concern in quantitative tracing experiments, then lower manganese concentrations can be used for the tracing experiments with the addition of the appropriate amounts of calcium to enhance the delivery efficiency. Generally, it was noted that there is a large distribution of T1 values in the ROIs in the brain, which was correlated to the distance from the skull area where manganese was applied. Therefore, more sophisticated calculation methods to determine local manganese concentrations than the average T1 in the ROI used here may be needed in tracing studies where very precise quantification is required.
Manganese can act as a neurotoxin at high enough concentrations (Aschner and Aschner, 1991). It has been demonstrated that injections of high manganese concentrations (800 mM) directly into to the cortex of a monkey can lead to neuronal loss in the areas directly adjacent to the injection site, whereas injection of lower manganese concentrations (120 mM) into the cortex allowed for neuronal tract tracing with little or no toxicity or adverse changes in animal behavior (Simmons et al., 2008). Still, no adverse gross behavioral changes were observed in our rat studies even with the highest transcranially applied manganese concentration of 500 mM. The animals were monitored for up to three weeks after the contrast agent application. This is consistent with our estimation that less than 0.01% of transcranially applied manganese reaches the brain, and that the average local concentrations of manganese in the ROIs in the brain rarely exceed 200 µM for the highest transcranially applied manganese concentration of 500 mM. Cellular studies indicate toxicity begins above the 200 µM manganese concentration in neural tissue (Daoust et al., 2015).
Transcranial manganese delivery can be used as an alternative, much less invasive method to deliver manganese to the brain for neuronal tract tracing studies. Presently, this is limited to only certain areas of the brain, and the precision of the application is not very good. Since manganese is most efficiently delivered through the sutures, cortical areas directly underlying the sutures or very proximate to them are the most amenable to tract tracing studies using transcranial manganese delivery. These areas include motor, somatosensory and visual cortex, which were transcranially loaded in the current study, as well as other cortical areas, such as cingulate and retrospleniar dysgranulate cortex. Our method of placing manganese on the skull is relatively crude as it involves pipetting a small drop of the solution on a desired location on the skull, the spread of which cannot be controlled well. We are currently working on designing bottomless cups of small radii that could temporary be fixed on a desired spot a rat skull so that the manganese solution can be contained on the precise location on the skull by the cup throughout the delivery and its interaction with nearby skin minimized. This would constitute a more controlled approach to the delivery then simple direct pipetting. Thus, the precision of application and access to any skull area may be improved by building more sophisticated delivery cups as opposed to simply placing Mn2+ onto the exposed skull. Indeed, in some of the experiments in the original description of the transcranial delivery of dextrans and fluorescent compounds, the mouse skull was thinned (Roth et al., 2014) and thus thinning of the rat skull could also significantly increase the efficiency of transcranial delivery. In that study, fluorescent dextrans of MW up to 40,000 were successfully detected in mouse meninges. Thus, we are currently investigating the possibility of transcranial delivery through the rat skull of substances with larger MW then Mn2+ ion, such as Gd chelates as well as some drugs that do not generate MR contrast. The transcranial delivery method may also be very useful in tracing studies where adverse effects from direct manganese injection interfere with the process investigated. Other compounds, such as various drugs for treatment of brain cancer or neurodegenerative diseases, may be possible to deliver to the brain in this manner as well.
In conclusion, intact rat skull is permeable to manganese ions. This may open a whole new and less invasive path for brain delivery of various contrast agents and drugs as well as provide much less invasive manganese delivery method for MEMRI-based tract tracing in the brain.
Acknowledgments
This research was supported by the Intramural Research Program of the NIH, NINDS. The authors would like to thank Dr. Doug Morris for help with CT imaging, as well as Dr. Steve Dodd for providing MRI technical support.
References
- Allegrini PR, Wiessner C. Three-dimensional MRI of cerebral projections in rat brain in vivo after intracortical injection of MnCl2. NMR Biomed. 2003;16:252–256. doi: 10.1002/nbm.834. http://dx.doi.org/10.1002/nbm.834. [DOI] [PubMed] [Google Scholar]
- Aoki I, Naruse S, Tanaka C. Manganese-enhanced magnetic resonance imaging (MEMRI) of brain activity and applications to early detection of brain ischemia. NMR Biomed. 2004a;17:569–580. doi: 10.1002/nbm.941. http://dx.doi.org/10.1002/nbm.941. [DOI] [PubMed] [Google Scholar]
- Aoki I, Tanaka C, Takegami T, Ebisu T, Umeda M, Fukunaga M, Fukuda K, Silva AC, Koretsky AP, Naruse S. Dynamic activity-induced manganese-dependent contrast magnetic resonance imaging (DAIM MRI) Magn. Reson. Med. 2002;48:927–933. doi: 10.1002/mrm.10320. http://dx.doi.org/10.1002/mrm.10320. [DOI] [PubMed] [Google Scholar]
- Aoki I, Wu YJ, Silva AC, Lynch RM, Koretsky AP. In vivo detection of neuroarchitecture in the rodent brain using manganese-enhanced MRI. NeuroImage. 2004b;22:1046–1059. doi: 10.1016/j.neuroimage.2004.03.031. http://dx.doi.org/10.1016/j.neuroimage.2004.03.031. [DOI] [PubMed] [Google Scholar]
- Aschner M, Aschner JL. Manganese neurotoxicity: cellular effects and blood-brain barrier transport. Neurosci. Biobehav. Rev. 1991;15:333–340. doi: 10.1016/s0149-7634(05)80026-0. [DOI] [PubMed] [Google Scholar]
- Aschner M, Lukey B, Tremblay A. The Manganese Health Research Program (MHRP): status report and future research needs and directions. Neurotoxicology. 2006;27:733–736. doi: 10.1016/j.neuro.2005.10.005. http://dx.doi.org/10.1016/j.neuro.2005.10.005. [DOI] [PubMed] [Google Scholar]
- Banerjee D, Hegedus B, Gutmann DH, Garbow JR. Detection and measurement of neurofibromatosis-1 mouse optic glioma in vivo. NeuroImage. 2007;35:1434–1437. doi: 10.1016/j.neuroimage.2007.02.019. http://dx.doi.org/10.1016/j.neuroimage.2007.02.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bilgen M, Peng W, Al-Hafez B, Dancause N, He YY, Cheney PD. Electrical stimulation of cortex improves corticospinal tract tracing in rat spinal cord using manganese-enhanced MRI. J. Neurosci. Methods. 2006;156:17–22. doi: 10.1016/j.jneumeth.2006.02.001. http://dx.doi.org/10.1016/j.jneumeth.2006.02.001. [DOI] [PubMed] [Google Scholar]
- Chuang KH, Koretsky A. Improved neuronal tract tracing using manganese enhanced magnetic resonance imaging with fast T(1) mapping. Magn. Reson. Med. 2006;55:604–611. doi: 10.1002/mrm.20797. http://dx.doi.org/10.1002/mrm.20797. [DOI] [PubMed] [Google Scholar]
- Chuang KH, Koretsky AP. Accounting for nonspecific enhancement in neuronal tract tracing using manganese enhanced magnetic resonance imaging. Magn. Reson. Imaging. 2009;27:594–600. doi: 10.1016/j.mri.2008.10.006. http://dx.doi.org/10.1016/j.mri.2008.10.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chuang KH, Koretsky AP, Sotak CH. Temporal changes in the T1 and T2 relaxation rates (DeltaR1 and DeltaR2) in the rat brain are consistent with the tissue-clearance rates of elemental manganese. Magn. Reson. Med. 2009;61:1528–1532. doi: 10.1002/mrm.21962. http://dx.doi.org/10.1002/mrm.21962. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cory DA, Schwartzentruber DJ, Mock BH. Ingested manganese chloride as a contrast agent for magnetic resonance imaging. Magn. Reson. Imaging. 1987;5:65–70. doi: 10.1016/0730-725x(87)90485-1. [DOI] [PubMed] [Google Scholar]
- Cross DJ, Minoshima S, Anzai Y, Flexman JA, Keogh BP, Kim Y, Maravilla KR. Statistical mapping of functional olfactory connections of the rat brain in vivo. NeuroImage. 2004;23:1326–1335. doi: 10.1016/j.neuroimage.2004.07.038. http://dx.doi.org/10.1016/j.neuroimage.2004.07.038. [DOI] [PubMed] [Google Scholar]
- Daoust A, Barbier EL, Bohic S, Stupar V, Maunoir-Regimbal S, Fauvelle F. Impact of manganese on the hippocampus metabolism in the context of MEMRI: a proton HRMAS MRS study. Toxicol. Res.-UK. 2015;4:376–384. http://dx.doi.org/10.1039/c4tx00135d. [Google Scholar]
- Demain B, Davoust C, Plas B, Bolan F, Boulanouar K, Renaud L, Darmana R, Vaysse L, Vieu C, Loubinoux I. Corticospinal tract tracing in the marmoset with a clinical whole-body 3 T scanner using manganese-enhanced MRI. PLoS One. 2015;10:e0138308. doi: 10.1371/journal.pone.0138308. http://dx.doi.org/10.1371/journal.pone.0138308. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Geraldes CF, Sherry AD, Brown RD, 3rd, Koenig SH. Magnetic field dependence of solvent proton relaxation rates induced by Gd3+ and Mn2+ complexes of various polyaza macrocyclic ligands: implications for NMR imaging. Magn. Reson. Med. 1986;3:242–250. doi: 10.1002/mrm.1910030207. [DOI] [PubMed] [Google Scholar]
- Gimi B, Leoni L, Oberholzer J, Braun M, Avila J, Wang Y, Desai T, Philipson LH, Magin RL, Roman BB. Functional MR microimaging of pancreatic beta-cell activation. Cell Transplant. 2006;15:195–203. doi: 10.3727/000000006783982151. [DOI] [PubMed] [Google Scholar]
- Gobbo OL, Petit F, Gurden H, Dhenain M. In vivo detection of excitotoxicity by manganese-enhanced MRI: comparison with physiological stimulation. Magn. Reson. Med. 2012;68:234–240. doi: 10.1002/mrm.23210. http://dx.doi.org/10.1002/mrm.23210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hasegawa S, Saito S, Koshikawa-Yano M, Furukawa T, Aoki I, Saga T. Tumor enhancement effect of overexpressed manganese-superoxide dismutase in manganese-enhanced MR imaging. Magn. Reson. Med. Sci. 2011;10:155–158. doi: 10.2463/mrms.10.155. [DOI] [PubMed] [Google Scholar]
- Hsu YH, Lee WT, Chang C. Multiparametric MRI evaluation of kainic acid-induced neuronal activation in rat hippocampus. Brain. 2007;130:3124–3134. doi: 10.1093/brain/awm207. http://dx.doi.org/10.1093/brain/awm207. [DOI] [PubMed] [Google Scholar]
- Hu TC, Pautler RG, MacGowan GA, Koretsky AP. Manganese-enhanced MRI of mouse heart during changes in inotropy. Magn. Reson. Med. 2001;46:884–890. doi: 10.1002/mrm.1273. [DOI] [PubMed] [Google Scholar]
- Lee JW, Park JA, Lee JJ, Bae SJ, Lee SH, Jung JC, Kim MN, Lee J, Woo S, Chang Y. Manganese-enhanced auditory tract-tracing MRI with cochlear injection. Magn. Reson. Imaging. 2007;25:652–656. doi: 10.1016/j.mri.2006.10.003. http://dx.doi.org/10.1016/j.mri.2006.10.003. [DOI] [PubMed] [Google Scholar]
- Leergaard TB, Bjaalie JG, Devor A, Wald LL, Dale AM. In vivo tracing of major rat brain pathways using manganese-enhanced magnetic resonance imaging and three-dimensional digital atlasing. NeuroImage. 2003;20:1591–1600. doi: 10.1016/j.neuroimage.2003.07.009. [DOI] [PubMed] [Google Scholar]
- Lin YJ, Koretsky AP. Manganese ion enhances T1-weighted MRI during brain activation: an approach to direct imaging of brain function. Magn. Reson. Med. 1997;38:378–388. doi: 10.1002/mrm.1910380305. [DOI] [PubMed] [Google Scholar]
- Mendonca-Dias MH, Gaggelli E, Lauterbur PC. Paramagnetic contrast agents in nuclear magnetic resonance medical imaging. Semin. Nucl. Med. 1983;13:364–376. doi: 10.1016/s0001-2998(83)80048-8. [DOI] [PubMed] [Google Scholar]
- Merritt JE, Jacob R, Hallam TJ. Use of manganese to discriminate between calcium influx and mobilization from internal stores in stimulated human neutrophils. J. Biol. Chem. 1989;264:1522–1527. [PubMed] [Google Scholar]
- Murayama Y, Weber B, Saleem KS, Augath M, Logothetis NK. Tracing neural circuits in vivo with Mn-enhanced MRI. Magn. Reson. Imaging. 2006;24:349–358. doi: 10.1016/j.mri.2005.12.031. http://dx.doi.org/10.1016/j.mri.2005.12.031. [DOI] [PubMed] [Google Scholar]
- Narita K, Kawasaki F, Kita H. Mn and Mg influxes through Ca channels of motor nerve terminals are prevented by verapamil in frogs. Brain Res. 1990;510:289–295. doi: 10.1016/0006-8993(90)91379-u. [DOI] [PubMed] [Google Scholar]
- Natt O, Watanabe T, Boretius S, Radulovic J, Frahm J, Michaelis T. High-resolution 3D MRI of mouse brain reveals small cerebral structures in vivo. J. Neurosci. Methods. 2002;120:203–209. doi: 10.1016/s0165-0270(02)00211-x. [DOI] [PubMed] [Google Scholar]
- Pautler RG. Biological applications of manganese-enhanced magnetic resonance imaging. Methods Mol. Med. 2006;124:365–386. doi: 10.1385/1-59745-010-3:365. [DOI] [PubMed] [Google Scholar]
- Pautler RG, Koretsky AP. Tracing odor-induced activation in the olfactory bulbs of mice using manganese-enhanced magnetic resonance imaging. NeuroImage. 2002;16:441–448. doi: 10.1006/nimg.2002.1075. http://dx.doi.org/10.1006/nimg.2002.1075. [DOI] [PubMed] [Google Scholar]
- Pautler RG, Mongeau R, Jacobs RE. In vivo trans-synaptic tract tracing from the murine striatum and amygdala utilizing manganese enhanced MRI (MEMRI) Magn. Reson. Med. 2003;50:33–39. doi: 10.1002/mrm.10498. http://dx.doi.org/10.1002/mrm.10498. [DOI] [PubMed] [Google Scholar]
- Pautler RG, Silva AC, Koretsky AP. In vivo neuronal tract tracing using manganese-enhanced magnetic resonance imaging. Magn. Reson. Med. 1998;40:740–748. doi: 10.1002/mrm.1910400515. [DOI] [PubMed] [Google Scholar]
- Pelled G, Bergman H, Ben-Hur T, Goelman G. Manganese-enhanced MRI in a rat model of Parkinson's disease. J. Magn. Reson. Imaging. 2007;26:863–870. doi: 10.1002/jmri.21051. http://dx.doi.org/10.1002/jmri.21051. [DOI] [PubMed] [Google Scholar]
- Paxinos G, Watson C. The Rat Brain in Stereotaxic Coordinates Sixth Edition. Academic Press; 2007. [Google Scholar]
- Roth TL, Nayak D, Atanasijevic T, Koretsky AP, Latour LL, McGavern DB. Transcranial amelioration of inflammation and cell death after brain injury. Nature. 2014;505:223–228. doi: 10.1038/nature12808. http://dx.doi.org/10.1038/nature12808. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saleem KS, Pauls JM, Augath M, Trinath T, Prause BA, Hashikawa T, Logothetis NK. Magnetic resonance imaging of neuronal connections in the macaque monkey. Neuron. 2002;34:685–700. doi: 10.1016/s0896-6273(02)00718-3. [DOI] [PubMed] [Google Scholar]
- Simmons JM, Saad ZS, Lizak MJ, Ortiz M, Koretsky AP, Richmond BJ. Mapping prefrontal circuits in vivo with manganese-enhanced magnetic resonance imaging in monkeys. J. Neurosci. 2008;28:7637–7647. doi: 10.1523/JNEUROSCI.1488-08.2008. http://dx.doi.org/10.1523/JNEUROSCI.1488-08.2008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sloot WN, Gramsbergen JB. Axonal transport of manganese and its relevance to selective neurotoxicity in the rat basal ganglia. Brain Res. 1994;657:124–132. doi: 10.1016/0006-8993(94)90959-8. [DOI] [PubMed] [Google Scholar]
- Takeda A, Ishiwatari S, Okada S. In vivo stimulation-induced release of manganese in rat amygdala. Brain Res. 1998;811:147–151. doi: 10.1016/s0006-8993(98)00881-6. [DOI] [PubMed] [Google Scholar]
- Thuen M, Singstad TE, Pedersen TB, Haraldseth O, Berry M, Sandvig A, Brekken C. Manganese-enhanced MRI of the optic visual pathway and optic nerve injury in adult rats. J. Magn. Reson. Imaging. 2005;22:492–500. doi: 10.1002/jmri.20400. http://dx.doi.org/10.1002/jmri.20400. [DOI] [PubMed] [Google Scholar]
- Van der Linden A, Van Meir V, Tindemans I, Verhoye M, Balthazart J. Applications of manganese-enhanced magnetic resonance imaging (MEMRI) to image brain plasticity in song birds. NMR Biomed. 2004;17:602–612. doi: 10.1002/nbm.936. http://dx.doi.org/10.1002/nbm.936. [DOI] [PubMed] [Google Scholar]
- Van der Linden A, Verhoye M, Van Meir V, Tindemans I, Eens M, Absil P, Balthazart J. In vivo manganese-enhanced magnetic resonance imaging reveals connections and functional properties of the songbird vocal control system. Neuroscience. 2002;112:467–474. doi: 10.1016/s0306-4522(02)00070-2. [DOI] [PubMed] [Google Scholar]
- Watanabe T, Michaelis T, Frahm J. Mapping of retinal projections in the living rat using high-resolution 3D gradient-echo MRI with Mn2+-induced contrast. Magn. Reson. Med. 2001;46:424–429. doi: 10.1002/mrm.1209. [DOI] [PubMed] [Google Scholar]
- Watanabe T, Natt O, Boretius S, Frahm J, Michaelis T. In vivo 3D MRI staining of mouse brain after subcutaneous application of MnCl2. Magn. Reson. Med. 2002;48:852–859. doi: 10.1002/mrm.10276. http://dx.doi.org/10.1002/mrm.10276. [DOI] [PubMed] [Google Scholar]
- Watanabe T, Radulovic J, Spiess J, Natt O, Boretius S, Frahm J, Michaelis T. In vivo 3D MRI staining of the mouse hippocampal system using intracerebral injection of MnCl2. NeuroImage. 2004;22:860–867. doi: 10.1016/j.neuroimage.2004.01.028. http://dx.doi.org/10.1016/j.neuroimage.2004.01.028. [DOI] [PubMed] [Google Scholar]
- Yu X, Chung S, Chen DY, Wang S, Dodd SJ, Walters JR, Isaac JT, Koretsky AP. Thalamocortical inputs show post-critical-period plasticity. Neuron. 2012;74:731–742. doi: 10.1016/j.neuron.2012.04.024. http://dx.doi.org/10.1016/j.neuron.2012.04.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu X, Koretsky AP. Interhemispheric plasticity protects the deafferented somatosensory cortex from functional takeover after nerve injury. Brain Connect. 2014;4:709–717. doi: 10.1089/brain.2014.0259. http://dx.doi.org/10.1089/brain.2014.0259. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu X, Zou J, Babb JS, Johnson G, Sanes DH, Turnbull DH. Statistical mapping of sound-evoked activity in the mouse auditory midbrain using Mn-enhanced MRI. NeuroImage. 2008;39:223–230. doi: 10.1016/j.neuroimage.2007.08.029. http://dx.doi.org/10.1016/j.neuroimage.2007.08.029. [DOI] [PMC free article] [PubMed] [Google Scholar]