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1.
J Neurol Neurosurg Psychiatry ; 86(10): 1150-7, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25991402

ABSTRACT

OBJECTIVE: To demonstrate altered N-methyl-d-aspartate (NMDA) receptor availability in patients with focal epilepsies using positron emission tomography (PET) and [(18)F]GE-179, a ligand that selectively binds to the open NMDA receptor ion channel, which is thought to be overactive in epilepsy. METHODS: Eleven patients (median age 33 years, 6 males) with known frequent interictal epileptiform discharges had an [(18)F]GE-179 PET scan, in a cross-sectional study. MRI showed a focal lesion but discordant EEG changes in two, was non-localising with multifocal EEG abnormalities in two, and was normal in the remaining seven patients who all had multifocal EEG changes. Individual patient [(18)F]GE-179 volume-of-distribution (VT) images were compared between individual patients and a group of 10 healthy controls (47 years, 7 males) using Statistical Parametric Mapping. RESULTS: Individual analyses revealed a single cluster of focal VT increase in four patients; one with a single and one with multifocal MRI lesions, and two with normal MRIs. Post hoc analysis revealed that, relative to controls, patients not taking antidepressants had globally increased [(18)F]GE-179 VT (+28%; p<0.002), and the three patients taking an antidepressant drug had globally reduced [(18)F]GE-179 VT (-29%; p<0.002). There were no focal abnormalities common to the epilepsy group. CONCLUSIONS: In patients with focal epilepsies, we detected primarily global increases of [(18)F]GE-179 VT consistent with increased NMDA channel activation, but reduced availability in those taking antidepressant drugs, consistent with a possible mode of action of this class of drugs. [(18)F]GE-179 PET showed focal accentuations of NMDA binding in 4 out of 11 patients, with difficult to localise and treat focal epilepsy.


Subject(s)
Drug Resistant Epilepsy/metabolism , Epilepsies, Partial/metabolism , Receptors, N-Methyl-D-Aspartate/metabolism , Adult , Antidepressive Agents/adverse effects , Brain Mapping , Carbazoles , Cross-Sectional Studies , Drug Interactions , Drug Resistant Epilepsy/diagnostic imaging , Electroencephalography , Epilepsies, Partial/diagnostic imaging , Female , Humans , Male , Middle Aged , Radionuclide Imaging , Radiopharmaceuticals , Receptors, N-Methyl-D-Aspartate/drug effects , Young Adult
3.
Neuroimage ; 59(3): 2485-93, 2012 Feb 01.
Article in English | MEDLINE | ID: mdl-21924366

ABSTRACT

We propose a general approach to generate parametric maps. It consists in a multi-stage hierarchical scheme where, starting from the kinetic analysis of the whole brain, we then cascade the kinetic information to anatomical systems that are akin in terms of receptor densities, and then down to the voxel level. A-priori classes of voxels are generated either by anatomical atlas segmentation or by functional segmentation using unsupervised clustering. Kinetic properties are transmitted to the voxels in each class using maximum a posteriori (MAP) estimation method. We validate the novel method on a [11C]diprenorphine (DPN) test-retest data-set that represents a challenge to estimation given [11C]DPN's slow equilibration in tissue. The estimated parametric maps of volume of distribution (VT) reflect the opioid receptor distributions known from previous [11C]DPN studies. When priors are derived from the anatomical atlas, there is an excellent agreement and strong correlation among voxel MAP and ROI results and excellent test-retest reliability for all subjects but one. Voxel level results did not change when priors were defined through unsupervised clustering. This new method is fast (i.e. 15 min per subject) and applied to [11C]DPN data achieves accurate quantification of VT as well as high quality VT images. Moreover, the way the priors are defined (i.e. using an anatomical atlas or unsupervised clustering) does not affect the estimates.


Subject(s)
Brain Mapping/methods , Diprenorphine , Positron-Emission Tomography/methods , Radiopharmaceuticals , Algorithms , Atlases as Topic , Bayes Theorem , Brain/anatomy & histology , Calibration , Carbon Radioisotopes , Cluster Analysis , Humans , Image Processing, Computer-Assisted , Kinetics , Magnetic Resonance Imaging , Models, Statistical , Nonlinear Dynamics , Normal Distribution , Reproducibility of Results
4.
Med Phys ; 49(5): 3298-3313, 2022 May.
Article in English | MEDLINE | ID: mdl-35271742

ABSTRACT

PURPOSE: A novel phantom-imaging platform, a set of software tools, for automated and high-precision imaging of the American College of Radiology (ACR) positron emission tomography (PET) phantom for PET/magnetic resonance (PET/MR) and PET/computed tomography (PET/CT) systems is proposed. METHODS: The key feature of this platform is the vector graphics design that facilitates the automated measurement of the knife-edge response function and hence image resolution, using composite volume of interest templates in a 0.5 mm resolution grid applied to all inserts of the phantom. Furthermore, the proposed platform enables the generation of an accurate µ $\mu$ -map for PET/MR systems with a robust alignment based on two-stage image registration using specifically designed PET templates. The proposed platform is based on the open-source NiftyPET software package used to generate multiple list-mode data bootstrap realizations and image reconstructions to determine the precision of the two-stage registration and any image-derived statistics. For all the analyses, iterative image reconstruction was employed with and without modeled shift-invariant point spread function and with varying iterations of the ordered subsets expectation maximization (OSEM) algorithm. The impact of the activity outside the field of view (FOV) was assessed using two acquisitions of 30 min each, with and without the activity outside the FOV. RESULTS: The utility of the platform has been demonstrated by providing a standard and an advanced phantom analysis including the estimation of spatial resolution using all cylindrical inserts. In the imaging planes close to the edge of the axial FOV, we observed deterioration in the quantitative accuracy, reduced resolution (FWHM increased by 1-2 mm), reduced contrast, and background uniformity due to the activity outside the FOV. Although it slows convergence, the PSF reconstruction had a positive impact on resolution and contrast recovery, but the degree of improvement depended on the regions. The uncertainty analysis based on bootstrap resampling of raw PET data indicated high precision of the two-stage registration. CONCLUSIONS: We demonstrated that phantom imaging using the proposed methodology with the metric of spatial resolution and multiple bootstrap realizations may be helpful in more accurate evaluation of PET systems as well as in facilitating fine tuning for optimal imaging parameters in PET/MR and PET/CT clinical research studies.


Subject(s)
Positron Emission Tomography Computed Tomography , Positron-Emission Tomography , Algorithms , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Phantoms, Imaging , Positron-Emission Tomography/methods , Software
5.
EJNMMI Phys ; 7(1): 47, 2020 Jul 14.
Article in English | MEDLINE | ID: mdl-32666231

ABSTRACT

An amendment to this paper has been published and can be accessed via the original article.

6.
EJNMMI Phys ; 7(1): 24, 2020 May 05.
Article in English | MEDLINE | ID: mdl-32372135

ABSTRACT

BACKGROUND: Despite the advent of clinical PET-MR imaging for routine use in 2011 and the development of several methods to address the problem of attenuation correction, some challenges remain. We have identified and investigated several issues that might affect the reliability and accuracy of current attenuation correction methods when these are implemented for clinical and research studies of the brain. These are (1) the accuracy of converting CT Hounsfield units, obtained from an independently acquired CT scan, to 511 keV linear attenuation coefficients; (2) the effect of padding used in the MR head coil; (3) the presence of close-packed hair; (4) the effect of headphones. For each of these, we have examined the effect on reconstructed PET images and evaluated practical mitigating measures. RESULTS: Our major findings were (1) for both Siemens and GE PET-MR systems, CT data from either a Siemens or a GE PET-CT scanner may be used, provided the conversion to 511 keV µ-map is performed by the PET-MR vendor's own method, as implemented on their PET-CT scanner; (2) the effect of the head coil pads is minimal; (3) the effect of dense hair in the field of view is marked (> 10% error in reconstructed PET images); and (4) using headphones and not including them in the attenuation map causes significant errors in reconstructed PET images, but the risk of scanning without them may be acceptable following sound level measurements. CONCLUSIONS: It is important that the limitations of attenuation correction in PET-MR are considered when designing research and clinical PET-MR protocols in order to enable accurate quantification of brain PET scans. Whilst the effect of pads is not significant, dense hair, the use of headphones and the use of an independently acquired CT-scan can all lead to non-negligible effects on PET quantification. Although seemingly trivial, these effects add complications to setting up protocols for clinical and research PET-MR studies that do not occur with PET-CT. In the absence of more sophisticated PET-MR brain attenuation correction, the effect of all of the issues above can be minimised if the pragmatic approaches presented in this work are followed.

7.
Neuroimage ; 46(3): 726-38, 2009 Jul 01.
Article in English | MEDLINE | ID: mdl-19245840

ABSTRACT

Quantitative research in neuroimaging often relies on anatomical segmentation of human brain MR images. Recent multi-atlas based approaches provide highly accurate structural segmentations of the brain by propagating manual delineations from multiple atlases in a database to a query subject and combining them. The atlas databases which can be used for these purposes are growing steadily. We present a framework to address the consequent problems of scale in multi-atlas segmentation. We show that selecting a custom subset of atlases for each query subject provides more accurate subcortical segmentations than those given by non-selective combination of random atlas subsets. Using a database of 275 atlases, we tested an image-based similarity criterion as well as a demographic criterion (age) in a leave-one-out cross-validation study. Using a custom ranking of the database for each subject, we combined a varying number n of atlases from the top of the ranked list. The resulting segmentations were compared with manual reference segmentations using Dice overlap. Image-based selection provided better segmentations than random subsets (mean Dice overlap 0.854 vs. 0.811 for the estimated optimal subset size, n=20). Age-based selection resulted in a similar marked improvement. We conclude that selecting atlases from large databases for atlas-based brain image segmentation improves the accuracy of the segmentations achieved. We show that image similarity is a suitable selection criterion and give results based on selecting atlases by age that demonstrate the value of meta-information for selection.


Subject(s)
Artificial Intelligence , Brain/anatomy & histology , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Pattern Recognition, Automated/methods , Subtraction Technique , Algorithms , Humans , Imaging, Three-Dimensional/methods , Reproducibility of Results , Sensitivity and Specificity
8.
Neuroimage ; 44(1): 252-6, 2009 Jan 01.
Article in English | MEDLINE | ID: mdl-18809501

ABSTRACT

Endogenous opioid release has been linked to relief from aversive emotional memories, thereby promoting a euphoric state and subsequent interactions towards social stimuli resulting in the formation of social preferences. However, this theory remains controversial. Using positron emission tomography and [(11)C]diprenorphine (DPN) in healthy volunteers, we found significantly reduced DPN binding to opioid receptor in the hippocampus during positive mood induction compared to neutral mood. Furthermore, the magnitude of positive mood change correlated negatively with DPN binding in the amygdala bilaterally. Our finding of reduced DPN binding is consistent with increased release of endogenous opioids, providing direct evidence that localised release of endogenous opioids is involved in the regulation of positive emotion in humans.


Subject(s)
Amygdala/physiology , Brain Mapping , Emotions/physiology , Opioid Peptides/metabolism , Adult , Female , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Positron-Emission Tomography
9.
Neuroimage ; 46(3): 749-61, 2009 Jul 01.
Article in English | MEDLINE | ID: mdl-19236922

ABSTRACT

The segmentation from MRI of macroscopically ill-defined and highly variable structures, such as the hippocampus (Hc) and the amygdala (Am), requires the use of specific constraints. Here, we describe and evaluate a fast fully automatic hybrid segmentation that uses knowledge derived from probabilistic atlases and anatomical landmarks, adapted from a semi-automatic method. The algorithm was designed at the outset for application on images from healthy subjects and patients with hippocampal sclerosis. Probabilistic atlases were built from 16 healthy subjects, registered using SPM5. Local mismatch in the atlas registration step was automatically detected and corrected. Quantitative evaluation with respect to manual segmentations was performed on the 16 young subjects, with a leave-one-out strategy, a mixed cohort of 8 controls and 15 patients with epilepsy with variable degrees of hippocampal sclerosis, and 8 healthy subjects acquired on a 3 T scanner. Seven performance indices were computed, among which error on volumes RV and Dice overlap K. The method proved to be fast, robust and accurate. For Hc, results with the new method were: 16 young subjects {RV=5%, K=87%}; mixed cohort {RV=8%, K=84%}; 3 T cohort {RV=9%, K=85%}. Results were better than with atlas-based (thresholded probability map) or semi-automatic segmentations. Atlas mismatch detection and correction proved efficient for the most sclerotic Hc. For Am, results were: 16 young controls {RV=7%, K=85%}; mixed cohort {RV=19%, K=78%}; 3 T cohort {RV=10%, K=77%}. Results were better than with the semi-automatic segmentation, and were also better than atlas-based segmentations for the 16 young subjects.


Subject(s)
Amygdala/anatomy & histology , Artificial Intelligence , Hippocampus/anatomy & histology , Image Interpretation, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging/methods , Pattern Recognition, Automated/methods , Adult , Algorithms , Female , Humans , Image Enhancement/methods , Male , Reproducibility of Results , Sensitivity and Specificity
10.
Brain ; 131(Pt 10): 2765-82, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18765418

ABSTRACT

Brain and brainstem changes of serotoninergic 5-hydroxytryptophan (5-HT)(1A) receptor density have been reported in patients with major depressive disorder as well as in patients with temporal lobe epilepsy (TLE), using PET and the selective antagonist radiotracers [(11)C]WAY-100635 or [(18)F]FC-WAY. We used a distinct 5-HT(1A) antagonist, [(18)F]MPPF, whose binding potential depends on both receptor density and extracellular serotonin concentration, in 24 patients with drug-resistant TLE and MRI evidence of hippocampal sclerosis but without prior antidepressant exposure. Their Beck Depression Inventory (BDI-2) score ranged from 0 to 34, with nine patients having a score >11. We used a simplified reference tissue model, statistical parametric mapping and anatomical regions of interest (ROIs) to correlate parametric images of [(18)F]MPPF BP with the total BDI score and its four subclasses. The total BDI score, as well as symptoms of psychomotor anhedonia and negative cognition, correlated positively with [(18)F]MPPF BP in the raphe nuclei and in the insula contralateral to seizure onset, whereas somatic symptoms correlated positively with [(18)F]MPPF binding potential in the hippocampal/parahippocampal region ipsilateral to seizure onset, the left mid-cingulate gyrus and the inferior dorsolateral frontal cortex, bilaterally. We confirm an association of depressive symptoms in TLE patients with changes of the central serotoninergic pathways, in particular within the raphe nuclei, insula, cingulate gyrus and epileptogenic hippocampus. These changes are likely to reflect lower extracellular serotonin concentration in more depressed patients, with an upregulation of receptors a less likely alternative.


Subject(s)
Brain/diagnostic imaging , Depression/complications , Epilepsy, Temporal Lobe/psychology , Image Interpretation, Computer-Assisted , Positron-Emission Tomography/methods , Adult , Aminopyridines/metabolism , Brain/metabolism , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/metabolism , Depression/diagnostic imaging , Depression/metabolism , Epilepsy, Temporal Lobe/diagnostic imaging , Epilepsy, Temporal Lobe/metabolism , Female , Fluorodeoxyglucose F18 , Hippocampus/diagnostic imaging , Hippocampus/metabolism , Humans , Male , Middle Aged , Piperazines/metabolism , Prospective Studies , Radiopharmaceuticals , Raphe Nuclei/diagnostic imaging , Raphe Nuclei/metabolism , Receptor, Serotonin, 5-HT1A/metabolism , Serotonin/metabolism , Serotonin 5-HT1 Receptor Antagonists
11.
Rev Neurol (Paris) ; 165(10): 739-41, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19740500

ABSTRACT

There is no one ligand for visualising "the epileptogenic zone". Several PET ligands, however, can help by noninvasively or minimally invasively refining hypotheses regarding its location. Their relative merits depend not only on local availability and expertise, but also on epilepsy syndrome and overall diagnostic category. FDG, flumazenil (FMZ), alpha-methyl-tryptophan (AMT), the 5-HT1A ligands, and diprenorphine are discussed.


Subject(s)
Epilepsy/diagnostic imaging , Epilepsy/physiopathology , Positron-Emission Tomography , Anticonvulsants/therapeutic use , Brain Chemistry/drug effects , Brain Chemistry/physiology , Epilepsy/drug therapy , Glucose/metabolism , Humans , Ligands , Receptors, Drug/drug effects , Seizures/diagnostic imaging , Seizures/drug therapy
12.
J Cereb Blood Flow Metab ; 37(4): 1251-1263, 2017 Apr.
Article in English | MEDLINE | ID: mdl-27381824

ABSTRACT

Inflammation may play a role in the development of epilepsy after brain insults. [11C]-( R)-PK11195 binds to TSPO, expressed by activated microglia. We quantified [11C]-( R)-PK11195 binding during epileptogenesis after pilocarpine-induced status epilepticus (SE), a model of temporal lobe epilepsy. Nine male rats were studied thrice (D0-1, D0 + 6, D0 + 35, D0 = SE induction). In the same session, 7T T2-weighted images and DTI for mean diffusivity (MD) and fractional anisotropy (FA) maps were acquired, followed by dynamic PET/CT. On D0 + 35, femoral arterial blood was sampled for rat-specific metabolite-corrected arterial plasma input functions (AIFs). In multiple MR-derived ROIs, we assessed four kinetic models (two with AIFs; two using a reference region), standard uptake values (SUVs), and a model with a mean AIF. All models showed large (up to two-fold) and significant TSPO binding increases in regions expected to be affected, and comparatively little change in the brainstem, at D0 + 6. Some individuals showed increases at D0 + 35. AIF models yielded more consistent increases at D0 + 6. FA values were decreased at D0 + 6 and had recovered by D0 + 35. MD was increased at D0 + 6 and more so at D0 + 35. [11C]-( R)-PK11195 PET binding and MR biomarker changes could be detected with only nine rats, highlighting the potential of longitudinal imaging studies.


Subject(s)
Brain/diagnostic imaging , Carrier Proteins/metabolism , Epilepsy/immunology , Magnetic Resonance Imaging/methods , Microglia/immunology , Positron-Emission Tomography/methods , Receptors, GABA-A/metabolism , Animals , Brain/immunology , Brain/metabolism , Carbon Radioisotopes , Disease Models, Animal , Epilepsy/diagnostic imaging , Epilepsy/metabolism , Isoquinolines , Longitudinal Studies , Male , Microglia/metabolism , Pilocarpine , Protein Binding , Rats, Sprague-Dawley
13.
Brain ; 128(Pt 4): 896-905, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15689356

ABSTRACT

The pathogenesis of amyotrophic lateral sclerosis (ALS) remains obscure, but it is now clear that neuronal loss is not confined to the motor cortex, even in cases without dementia. A reliable method of assessing cortical involvement in vivo remains elusive. WAY100635 binds selectively to the 5-hydroxytryptamine (5-HT1A) receptor, which is expressed on pyramidal neurones present throughout the cortex. [11C]-WAY100635 PET is, therefore, a potential marker of cerebral neuronal loss or dysfunction in ALS. Twenty-one ALS subjects and 19 healthy volunteers underwent [11C]-WAY100635 PET of the brain. A cortical template consisting of multiple volumes of interest (VOI) was applied to each individual's [11C]-WAY100635 binding potential (BP) image to determine the regional reduction in binding in ALS patients compared to controls. There was a marked reduction (21%) in both the global cortical and raphe BP of [11C]-WAY100635 in ALS patients (P < 0.001), with regional variations in the VOI analysis that ranged from 16% to 29% decrease compared with the control group, and trends to greater reductions in those with bulbar involvement. To clarify the significance of the global cortical reductions, statistical parametric mapping was used as an alternative method to identify the cortical regions with the most significant decreases in [11C]-WAY100635 binding. SPM analysis revealed the greatest differences between ALS cases and controls in frontotemporal regions, cingulate and lateral precentral gyri. The reductions in cortical [11C]-WAY100635 binding were not related to depression, riluzole or other drug use. We postulate that the reduction of 5-HT1A binding represents loss of, or damage to, neurones bearing these receptors although we cannot exclude the possibility that these reductions reflect alterations in receptor expression or function. Further investigation into the role of the 5-HT1A receptor and the potential of [11C]-WAY100635 PET as a marker of cortical dysfunction in ALS is warranted.


Subject(s)
Amyotrophic Lateral Sclerosis/diagnostic imaging , Amyotrophic Lateral Sclerosis/metabolism , Piperazines , Pyridines , Receptor, Serotonin, 5-HT1A/metabolism , Serotonin Antagonists , Adult , Aged , Amyotrophic Lateral Sclerosis/psychology , Carbon Radioisotopes , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/metabolism , Depression/metabolism , Female , Humans , Male , Middle Aged , Positron-Emission Tomography , Quality Control
14.
Brain ; 128(Pt 6): 1323-9, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15843422

ABSTRACT

Five to ten percent of amyotrophic lateral sclerosis (ALS) cases are associated with mutations of the superoxide dismutase-1 (SOD1) gene, and the 'D90A' mutation is associated with a unique phenotype and markedly slower disease progression (mean survival time 14 years). Relative sparing of inhibitory cortical neuronal circuits might be one mechanism contributing to the slower progression in patients homozygous for the D90A mutation (homD90A). The GABA(A) receptor PET ligand [11C]flumazenil has demonstrated motor and extra-motor cortical changes in sporadic ALS. In this study, we used [11C]flumazenil PET to explore differences in the pattern of cortical involvement between sporadic and genetically homogeneous ALS groups. Twenty-four sporadic ALS (sALS) and 10 homD90A patients underwent [11C]flumazenil PET of the brain. In addition, two subjects homozygous for the D90A mutation, but without symptoms or signs ('pre-symptomatic', psD90A), also underwent imaging. Results for each group were compared with those for 24 healthy controls of similar age. Decreases in the binding of [11C]flumazenil in the sALS group were found within premotor regions, motor cortex and posterior motor association areas. In the homD90A group of ALS patients, however, decreases were concentrated in the left fronto-temporal junction and anterior cingulate gyrus. In the two psD90A subjects, a small focus of reduced [11C]flumazenil binding at the left fronto-temporal junction was seen, similar to the pattern seen in the clinically affected patients. Within the sALS group, there was no statistically significant association between decreases in cortical [11C]flumazenil binding and revised ALS functional rating scale (ALSFRS-R score), whereas the upper motor neuron (UMN) score correlated with widespread and marked cortical decreases over the dominant hemisphere. In the homD90A group, there was a stronger statistical association between reduced cortical [11C]flumazenil binding and the ALSFRS-R, rather than the UMN, score, and also with disease duration. This study provides evidence for differences in the distribution of reduced cortical [11C]flumazenil binding in homD90A compared with sALS patients. We hypothesize that this might reflect differences in cortical neuronal vulnerability.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Mutation , Superoxide Dismutase/genetics , Adult , Aged , Amyotrophic Lateral Sclerosis/diagnostic imaging , Amyotrophic Lateral Sclerosis/enzymology , Carbon Radioisotopes , Cerebral Cortex/diagnostic imaging , Disease Progression , Female , Flumazenil , GABA Modulators , Humans , Male , Middle Aged , Positron-Emission Tomography/methods , Severity of Illness Index , Superoxide Dismutase-1
15.
Neuroimage Clin ; 7: 122-31, 2015.
Article in English | MEDLINE | ID: mdl-25610774

ABSTRACT

PURPOSE: We have previously shown that an imaging marker, increased periventricular [(11)C]flumazenil ([(11)C]FMZ) binding, is associated with failure to become seizure free (SF) after surgery for temporal lobe epilepsy (TLE) with hippocampal sclerosis (HS). Here, we investigated whether increased preoperative periventricular white matter (WM) signal can be detected on clinical [(18)F]FDG-PET images. We then explored the potential of periventricular FDG WM increases, as well as whole-brain [(11)C]FMZ and [(18)F]FDG images analysed with random forest classifiers, for predicting surgery outcome. METHODS: Sixteen patients with MRI-defined HS had preoperative [(18)F]FDG and [(11)C]FMZ-PET. Fifty controls had [(18)F]FDG-PET (30), [(11)C]FMZ-PET (41), or both (21). Periventricular WM signal was analysed using Statistical Parametric Mapping (SPM8), and whole-brain image classification was performed using random forests implemented in R (http://www.r-project.org). Surgery outcome was predicted at the group and individual levels. RESULTS: At the group level, non-seizure free (NSF) versus SF patients had periventricular increases with both tracers. Against controls, NSF patients showed more prominent periventricular [(11)C]FMZ and [(18)F]FDG signal increases than SF patients. All differences were more marked for [(11)C]FMZ. For individuals, periventricular WM signal increases were seen at optimized thresholds in 5/8 NSF patients for both tracers. For SF patients, 1/8 showed periventricular signal increases for [(11)C]FMZ, and 4/8 for [(18)F]FDG. Hence, [(18)F]FDG had relatively poor sensitivity and specificity. Random forest classification accurately identified 7/8 SF and 7/8 NSF patients using [(11)C]FMZ images, but only 4/8 SF and 6/8 NSF patients with [(18)F]FDG. CONCLUSION: This study extends the association between periventricular WM increases and NSF outcome to clinical [(18)F]FDG-PET, but only at the group level. Whole-brain random forest classification increases [(11)C]FMZ-PET's performance for predicting surgery outcome.


Subject(s)
Epilepsy, Temporal Lobe/diagnostic imaging , Epilepsy, Temporal Lobe/surgery , Positron-Emission Tomography/methods , Radiopharmaceuticals , Adult , Carbon Radioisotopes , Female , Flumazenil , Fluorodeoxyglucose F18 , Hippocampus/diagnostic imaging , Hippocampus/pathology , Hippocampus/surgery , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Neurosurgical Procedures , Sclerosis/pathology , Treatment Outcome , Young Adult
16.
Biol Psychiatry ; 50(9): 668-76, 2001 Nov 01.
Article in English | MEDLINE | ID: mdl-11704073

ABSTRACT

BACKGROUND: The hypothalamic-pituitary-adrenal (HPA) axis and serotonergic system interact functionally. The modulatory effect of corticosteroids on 5-HT(1A) receptor number and function has been repeatedly demonstrated in preclinical studies suggesting that raised corticosteroid levels decrease 5-HT(1A) receptor number and function in the hippocampus. METHODS: We used positron emission tomography (PET) to quantify the number of 5-HT(1A) receptors in two studies, the first in normal subjects given a single dose of hydrocortisone using a random-order, double-blind, placebo-controlled design and second in patients treated long-term with corticosteroids. RESULTS: We did not find that exposure to elevated levels of corticosteroids in either the short or long term alters 5-HT(1A) receptor binding in the hippocampus or other brain regions examined. CONCLUSIONS: This study does not support the hypothesis that corticosteroids exert a major inhibitory regulatory control over the 5-HT(1A) receptor binding in the human brain.


Subject(s)
Anti-Inflammatory Agents/pharmacokinetics , Hydrocortisone/pharmacokinetics , Hypothalamo-Hypophyseal System/metabolism , Pituitary-Adrenal System/metabolism , Receptors, Serotonin/metabolism , Tomography, Emission-Computed , Adult , Anti-Inflammatory Agents/administration & dosage , Binding, Competitive , Dose-Response Relationship, Drug , Double-Blind Method , Drug Administration Schedule , Female , Hippocampus/anatomy & histology , Hippocampus/metabolism , Humans , Hydrocortisone/administration & dosage , Male , Middle Aged , Receptors, Serotonin, 5-HT1
17.
Neurology ; 54(2): 332-9, 2000 Jan 25.
Article in English | MEDLINE | ID: mdl-10668692

ABSTRACT

BACKGROUND: Using 11C-flumazenil (FMZ) PET with correction for partial-volume effect, reductions of central benzodiazepine receptor (cBZR) binding can be detected reliably in vivo on remaining neurons in sclerotic hippocampi of patients with mesial temporal lobe epilepsy (TLE). OBJECTIVE: To delineate abnormalities of 11C-FMZ binding in patients with medically refractory TLE and normal quantitative MRI. METHODS: Analysis of parametric images of FMZ volume of distribution (Vd) using two complementary approaches: 1) MRI-based volume of interest (VOI) approach with partial volume effect correction for multiple hippocampal and extrahippocampal VOIs; and 2) statistical parametric mapping (SPM) to localize significant 11C-FMZ binding changes objectively on a voxel-by-voxel basis. RESULTS: Significant abnormalities of absolute FMZ-Vd were found after partial volume effect correction in 5 of 10 patients: unilateral decrease in the amygdala ipsilateral to the EEG focus (1), unilateral hippocampal decreases and bilateral temporal and extratemporal neocortical decreases (2), unilateral increase in the temporal neocortex together with extratemporal neocortical increases (1), and bilateral posterior hippocampal increases together with temporal neocortical increases (1). In the three patients with extratemporal neocortical changes, the concomitant unilateral hippocampal or temporal neocortical changes were contralateral to the presumed epileptic focus. Significant asymmetries of FMZ-Vd between homologous regions were found in six patients. In four of those patients, absolute FMZ-Vd for the homologous regions were within normal limits, with two of the four patients showing relatively higher hippocampal values ipsilateral to the presumed epileptic focus. SPM analysis localized significant abnormalities of FMZ-Vd in similar locations in three of the seven patients in whom VOI analysis detected significant changes. In addition, SPM indicated significant unilateral contralateral hippocampal decreases in an eighth patient. However, both methods failed to localize epileptic foci in two patients identified by depth-EEG recordings. CONCLUSIONS: 11C-FMZ PET showed focal increases as well as decreases of FMZ binding in 80% of patients with refractory TLE and normal high-quality MRI but was not consistently helpful in localizing the epileptic foci.


Subject(s)
Epilepsy, Temporal Lobe/diagnostic imaging , Flumazenil , GABA Modulators , Tomography, Emission-Computed/methods , Adult , Carbon Radioisotopes , Epilepsy, Temporal Lobe/pathology , Female , Hippocampus/pathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Temporal Lobe/pathology
18.
Neurology ; 56(7): 897-906, 2001 Apr 10.
Article in English | MEDLINE | ID: mdl-11294927

ABSTRACT

OBJECTIVE: To characterize abnormalities in neocortical central benzodiazepine receptor (cBZR) binding in patients with mesial temporal lobe epilepsy (mTLE) with unilateral hippocampal sclerosis (HS) using [(11)C]-flumazenil-(FMZ) PET and complementary voxel-based and quantitative volume-of-interest (VOI) methods. METHODS: The authors studied 13 control subjects and 15 patients with refractory mTLE and unilateral HS with [(11)C]-FMZ PET. Data were corrected for partial volume effect in the interactively outlined hippocampus and in 28 cortical VOI using an individualized template. A voxel-based analysis was also performed using statistical parametric mapping (SPM). RESULTS: Fourteen patients with mTLE had reduced [(11)C]-FMZ volume distribution (V(d)) in the hippocampus ipsilateral to the EEG focus, extending into the amygdala in four. Five patients showed additional significant neocortical abnormalities of [(11)C]-FMZ binding: temporal neocortical increases (1), extratemporal decreases (2), extratemporal increases only (1), and temporal and extratemporal neocortical increases (1). Group VOI analysis revealed significant reductions only in the ipsilateral hippocampus. SPM showed decreased [(11)C]-FMZ-V(d) in the ipsilateral hippocampus in 13 of 15 patients, extending into the amygdala in eight. Five patients showed additional neocortical abnormalities: temporal neocortical increases only (3), extratemporal decreases (1), or both temporal neocortical and extratemporal decreases (1). Group analysis showed significant reductions in the ipsilateral hippocampus only. CONCLUSIONS: A combination of VOI- and voxel-based analysis of [(11)C]-FMZ PET detected extrahippocampal changes of cBZR binding in eight of 15 patients with mTLE due to HS. The finding of abnormalities in patients who were thought to have unilateral HS only based on MRI suggests that more widespread abnormalities are present in HS.


Subject(s)
Epilepsy, Temporal Lobe/diagnostic imaging , Flumazenil , Neocortex/abnormalities , Neocortex/diagnostic imaging , Adult , Carbon Radioisotopes , Female , Humans , Male , Middle Aged , Tomography, Emission-Computed
19.
J Neurol ; 246(8): 683-8, 1999 Aug.
Article in English | MEDLINE | ID: mdl-10460445

ABSTRACT

We analyzed the clinical course and neuroradiological findings of ten patients aged 27-46 years, with ischemic stroke secondary to vertebral artery dissection (VAD; n = 8) or internal carotid artery dissection (CAD; n = 2), all following chiropractic manipulation of the cervical spine. The following observations were made: (a) All patients had uneventful medical histories, no or only mild vascular risk factors, and no predisposing vascular lesions. (b) VAD was unilateral in five patients and bilateral in three. VAD was located close to the atlantoaxial joint in all eight patients and showed additional involvement of lower sections in six, as well as temporary occlusion of one vertebral artery in three. (c) Nine of ten patients had brain infarction documented by magnetic resonance imaging or computed tomography. (d) Onset of symptoms was immediately after the manipulation (n = 5) or within 2 days (n = 5). (e) Progression of neurological deficits occurred within the following hours to a maximum of 3 weeks. (f) Maximum neurological deficits were severe in nine of ten patients. (g) Outcome after 4 weeks-3 years included no or mild neurological deficits in five patients, marked deficits in three, persistent locked-in syndrome in one, and persistent vegetative state in one. (h) Informed consent was obtained in only one of ten patients. Thus, patients at risk for stroke after chiropractic manipulation may not be identified a priori. Neurological deficits may be severely disabling and are potentially life threatening.


Subject(s)
Cerebrovascular Disorders/etiology , Manipulation, Spinal/adverse effects , Neck/innervation , Adult , Aortic Dissection/etiology , Carotid Artery Diseases/etiology , Female , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors , Treatment Outcome , Vertebral Artery
20.
Psychiatry Res ; 99(2): 93-110, 2000 Aug 28.
Article in English | MEDLINE | ID: mdl-10963985

ABSTRACT

Findings from cerebral magnetic resonance imaging (MRI) studies in schizophrenia indicating temporal lobe involvement have been inconsistent and controversial. In a prospective study, we quantified the volumes of temporal lobe structures in 20 male patients with first episode schizophrenia (FES; mean+/-S.D.=27.4+/-4. 8 years) and 20 healthy age-matched male control subjects (27.7+/-3. 1 years). Measurements were performed on contiguous 2.2-mm coronal MRI slices, which included, as well as the temporal lobe, the amygdala, the hippocampal formation, and the temporal horn of the lateral ventricle. The definition of the borders of the structures relied on measurement guidelines derived from mutual comparisons of MRI and histological data. The definition of the hippocampus-amygdala interface was also validated in a correlated triplanar display. We did not detect any significant volume reductions of the measured structures in the FES group, as compared with healthy control subjects, on either side. Comparisons within groups, however, revealed that in both the patients and the healthy volunteers the hippocampal formations showed a significant right-sided bias (+9%, P=0.004, in the FES group; +12%, P=0.0003 in the control subjects). A significant volume difference in favor of the right hemisphere was also observed in the temporal horns of the lateral ventricles (+17%, P=0.02 in the patients with FES; +34%, P=0. 003, in the control group). There was only a nonsignificant trend for a larger temporal horn on the left side in patients with schizophrenia as compared with the control subjects. Our findings do not indicate a loss or reversal of the normal volume asymmetry pattern in the FES group.


Subject(s)
Cerebral Ventricles/pathology , Hippocampus/pathology , Schizophrenia/diagnosis , Temporal Lobe/pathology , Adult , Amygdala/pathology , Functional Laterality/physiology , Humans , Magnetic Resonance Imaging , Male , Prospective Studies , Psychiatric Status Rating Scales , Reproducibility of Results , Schizophrenia/pathology
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