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1.
Neuroimage ; 54(4): 2828-39, 2011 Feb 14.
Article in English | MEDLINE | ID: mdl-20974263

ABSTRACT

Resting state functional MRI (rs-fMRI) of the brain has the potential to elicit networks of functional connectivity and to reveal changes thereof in animal models of neurological disorders. In the present study, we investigate the contribution of physiological noise and its impact on assessment of functional connectivity in rs-fMRI of medetomidine sedated, spontaneously breathing rats at ultrahigh field of 11.7 Tesla. We employed gradient echo planar imaging (EPI) with repetition times of 3s and used simultaneous recordings of physiological parameters. A model of linear regression was applied to quantify the amount of BOLD fMRI signal fluctuations attributable to physiological sources. Our results indicate that physiological noise - mainly originating from the respiratory cycle -dominates the rs-fMRI time course in the form of spatially complex correlation patterns. As a consequence, these physiological fluctuations introduce severe artifacts into seed-based correlation maps and lead to misinterpretation of corresponding connectivity measures. We demonstrate that a scheme of motion correction and linear regression can significantly reduce physiological noise in the rs-fMRI time course, remove artifacts, and hence improve the reproducibility of functional connectivity assessment. In conclusion, physiological noise can severely compromise functional connectivity MRI (fcMRI) of the rodent at high fields and must be carefully considered in design and interpretation of future studies. Motion correction should be considered the primary strategy for reduction of apparent motion related to respiratory fluctuations. Combined with subsequent regression of physiological confounders, this strategy has proven successful in reducing physiological noise and related artifacts affecting functional connectivity analysis. The proposed new and rigorous protocol now opens the potential of fcMRI to elicit the role of brain connectivity in pathological processes without concerns of confounding contributions from physiological noise.


Subject(s)
Artifacts , Brain Mapping/methods , Brain/physiology , Magnetic Resonance Imaging , Neural Pathways/physiology , Animals , Male , Rats , Rats, Wistar
2.
NMR Biomed ; 24(1): 35-45, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20669172

ABSTRACT

Intravenous administration of iron oxide nanoparticles after experimental stroke has been shown to produce focal signal intensity changes in the ischemic boundary on MRI images. These changes have been attributed to the influx of iron-laden blood-borne macrophages, although it has been suggested that this effect might not always be completely specific to inflammatory cells. The aim of the present study was to investigate this phenomenon in a subacute time frame that is more relevant to the peripheral inflammatory response. Imaging experiments (T(2) -, T(2)*- and T(1) -weighted sequences) were acquired in Wistar rats 6 days after transient middle cerebral artery occlusion (MCAO). Animals were intravenously infused with different doses of ultrasmall superparamagnetic iron oxide (USPIO) nanoparticles (300, 600 or 1000 µmol Fe/kg), or saline and gadolinium, and imaged again 24 h later. Tissue was immediately processed for immunohistochemistry with the macrophage marker ED-1, in combination with Prussian blue for iron. Ischemic tissue exhibited a large increase in T(2) values, and overall contrast enhancement was apparent in the brain and surrounding muscle. In contrast with previous reports, there were no regions of focal signal intensity changes in the ischemic territory in any of the images, although a region of interest analysis revealed a trend towards iron accumulation in the ischemic hemisphere, particularly in the cortex of T(2)* images. However, histological examination revealed that, despite extensive ED-1-positive macrophage accumulation in the entire ischemic territory, none of these cells were Prussian blue positive, except in the meninges of one animal that received a high dose of USPIO nanoparticles. These results imply that the observed trend is a result of the presence of contrast agent in the blood, or meninges, and not iron-containing inflammatory cells.


Subject(s)
Inflammation/pathology , Ischemic Attack, Transient/pathology , Magnetic Resonance Imaging/methods , Acute Disease , Animals , Cerebral Infarction/complications , Cerebral Infarction/pathology , Chronic Disease , Contrast Media/administration & dosage , Immunohistochemistry , Infarction, Middle Cerebral Artery/complications , Infarction, Middle Cerebral Artery/pathology , Injections, Intravenous , Ischemic Attack, Transient/complications , Macrophages/metabolism , Macrophages/pathology , Male , Rats , Rats, Wistar , Time Factors
3.
J Neurosci ; 30(15): 5234-41, 2010 Apr 14.
Article in English | MEDLINE | ID: mdl-20392946

ABSTRACT

Experimental data up to 7.0 T show that the blood oxygenation level-dependent (BOLD) signal of functional magnetic resonance imaging (fMRI) increases with higher magnetic field strength. Although several studies at 11.7 T report higher BOLD signal compared with studies at 7.0 T, no direct comparison at these two field strengths has been performed under the exact same conditions. It therefore remains unclear whether the expected increase of BOLD effect with field strength will still continue to hold for fields >7.0 T. To examine this issue, we compared the BOLD activation signal at 7.0 and 11.7 T with the two common sequences, spin-echo (SE) and gradient-echo (GE) echo planar imaging (EPI). We chose the physiologically well controlled rat model of electrical forepaw stimulation under medetomidine sedation. While a linear to superlinear increase in activation with field strengths up to 7.0 T was reported in the literature, we observed no significant activation difference between 7.0 and 11.7 T with either SE or GE. Discussing the results in light of the four-component model of the BOLD signal, we showed that at high field only two extravascular contributions remain relevant, while both intravascular components vanish. Constancy of the BOLD effect is discussed due to motional narrowing, i.e., susceptibility gradients become so strong that phase variance of diffusing spins decreases and therefore the BOLD signal also decreases. This finding will be of high significance for the planning of future human and animal fMRI studies at high fields and their quantitative analysis.


Subject(s)
Brain/physiology , Magnetic Resonance Imaging/instrumentation , Magnetic Resonance Imaging/methods , Oxygen/blood , Animals , Brain/blood supply , Electric Stimulation , Forelimb/physiology , Male , Models, Animal , Rats , Rats, Wistar , Time Factors , Touch Perception/physiology
4.
Neuroimage ; 51(2): 704-12, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20211267

ABSTRACT

We have established a robust protocol for longitudinal fMRI in mice at high field MRI using a medetomidine anesthesia. Electrical forepaw stimulation in anesthetized animals is widely used to produce BOLD contrast in the primary somatosensory cortex. To preserve neuronal activity, most fMRI experiments used alpha-chloralose to produce sedation, but severe side effects make this procedure unsuitable for survival experiments. As advantageous alternative, the alpha(2)-adrenergic receptor agonist medetomidine has been applied successfully to permit longitudinal fMRI studies in rats. With the advent of transgenic technology, mouse models have become increasingly attractive raising the demand for implementation of a suitable fMRI protocol for mice. Therefore, we investigated the use of medetomidine for repetitive fMRI experiments in C57BL/6 mice. We evaluated the optimal medetomidine dose for subcutaneous application. Somatosensory evoked potentials (SSEPs) in the contralateral somatosensory cortex were recorded to assess brain activity under medetominidine following forepaw stimulation. Repetitive administration of medetomidine, the requirement for longitudinal brain activation studies, was well tolerated. Using the forepaw stimulation paradigm, we observed BOLD contrast in the contralateral somatosensory cortex in approximately 50% of the performed scans using gradient echo-echo planar imaging (GE-EPI). However, imaging the small mouse brain at high field strength is challenging and we observed strong susceptibility artifacts in GE-EPI images in the cortex. We have developed an agar gel cap for successful compensation of these artifacts as prerequisite for successful mouse fMRI at 11.7T. The established protocol will be suitable for brain activation studies in transgenic animals and for studies of functional deficit and recovery after brain injury in mice.


Subject(s)
Brain Mapping/methods , Evoked Potentials, Somatosensory/drug effects , Forelimb/innervation , Hypnotics and Sedatives/pharmacology , Magnetic Resonance Imaging/methods , Medetomidine/pharmacology , Animals , Evoked Potentials, Somatosensory/physiology , Image Processing, Computer-Assisted , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Somatosensory Cortex/drug effects , Somatosensory Cortex/physiology
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