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1.
Mol Psychiatry ; 23(4): 824-832, 2018 04.
Article in English | MEDLINE | ID: mdl-28397841

ABSTRACT

The mechanisms of action of the rapid antidepressant effects of ketamine, an N-methyl-D-aspartate glutamate receptor antagonist, have not been fully elucidated. This study examined the effects of ketamine on ligand binding to a metabotropic glutamatergic receptor (mGluR5) in individuals with major depressive disorder (MDD) and healthy controls. Thirteen healthy and 13 MDD nonsmokers participated in two [11C]ABP688 positron emission tomography (PET) scans on the same day-before and during intravenous ketamine administration-and a third scan 1 day later. At baseline, significantly lower [11C]ABP688 binding was detected in the MDD as compared with the control group. We observed a significant ketamine-induced reduction in mGluR5 availability (that is, [11C]ABP688 binding) in both MDD and control subjects (average of 14±9% and 19±22%, respectively; P<0.01 for both), which persisted 24 h later. There were no differences in ketamine-induced changes between MDD and control groups at either time point (P=0.8). A significant reduction in depressive symptoms was observed following ketamine administration in the MDD group (P<0.001), which was associated with the change in binding (P<0.04) immediately after ketamine. We hypothesize that glutamate released after ketamine administration moderates mGluR5 availability; this change appears to be related to antidepressant efficacy. The sustained decrease in binding may reflect prolonged mGluR5 internalization in response to the glutamate surge.


Subject(s)
Depression/diagnostic imaging , Ketamine/metabolism , Receptor, Metabotropic Glutamate 5/drug effects , Adult , Antidepressive Agents/pharmacology , Brain/metabolism , Carbon Radioisotopes , Case-Control Studies , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/metabolism , Excitatory Amino Acid Antagonists/pharmacology , Female , Glutamic Acid/metabolism , Humans , Ketamine/pharmacology , Male , Positron-Emission Tomography/methods , Receptor, Metabotropic Glutamate 5/metabolism
2.
Mol Psychiatry ; 22(12): 1759-1766, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28242869

ABSTRACT

Neuroinflammation may be a critical component of the neurobiology of alcohol use disorders, yet the exact nature of this relationship is not well understood. This work compared the brain and peripheral immune profile of alcohol-dependent subjects and controls. Brain levels of 18-kDa translocator protein (TSPO), a marker of microglial activation and neuroinflammation, were measured with [11C]PBR28 positron emission tomography imaging in 15 healthy controls and 15 alcohol-dependent subjects. Alcohol-dependent subjects were imaged 1-4 days (n=14) or 24 days (n=1) after their last drink. Linear mixed modeling of partial-volume-corrected [11C]PBR28 data revealed a main effect of alcohol dependence (P=0.034), corresponding to 10% lower TSPO levels in alcohol-dependent subjects. Within this group, exploratory analyses found a negative association of TSPO levels in the hippocampus and striatum with alcohol dependence severity (P<0.035). Peripheral immune response was assessed in a subset of subjects by measuring cytokine expression from monocytes cultured both in the presence and absence of lipopolysaccharide. Peripheral monocyte response to lipopolysaccharide stimulation was lower in alcohol-dependent subjects compared with controls for the proinflammatory cytokines interleukin-6 and interleukin-8. Thus, alcohol-dependent individuals exhibited less activated microglia in the brain and a blunted peripheral proinflammatory response compared with controls. These findings suggest a role for pharmaceuticals tuning the neuroimmune system as therapeutics for alcohol dependence.


Subject(s)
Alcoholism/metabolism , Brain/metabolism , Inflammation/metabolism , Microglia/metabolism , Receptors, GABA/metabolism , Acetamides , Adult , Alcoholism/diagnostic imaging , Alcoholism/genetics , Brain/diagnostic imaging , Brain Mapping , Carbon Radioisotopes , Cells, Cultured , Cytokines/metabolism , Female , Humans , Inflammation/diagnostic imaging , Inflammation/genetics , Lipopolysaccharides , Male , Monocytes/immunology , Neuroimaging , Polymorphism, Single Nucleotide , Positron-Emission Tomography , Pyridines , Radiopharmaceuticals , Receptors, GABA/genetics , Severity of Illness Index
3.
Neuroimage ; 141: 71-80, 2016 Nov 01.
Article in English | MEDLINE | ID: mdl-27426839

ABSTRACT

The positron emission tomography (PET) radioligand (-)-[(18)F]flubatine is specific to α4ß2(⁎) nicotinic acetylcholine receptors (nAChRs) and has promise for future investigation of the acetylcholine system in neuropathologies such as Alzheimer's disease, schizophrenia, and substance use disorders. The two goals of this work were to develop a simplified method for α4ß2(⁎) nAChR quantification with bolus plus constant infusion (B/I) (-)-[(18)F]flubatine administration, and to assess the radioligand's sensitivity to acetylcholine fluctuations in humans. Healthy human subjects were imaged following either bolus injection (n=8) or B/I (n=4) administration of (-)-[(18)F]flubatine. The metabolite-corrected input function in arterial blood was measured. Free-fraction corrected distribution volumes (VT/fP) were estimated with modeling and graphical analysis techniques. Next, sensitivity to acetylcholine was assessed in two ways: 1. A bolus injection paradigm with two scans (n=6), baseline (scan 1) and physostigmine challenge (scan 2; 1.5mg over 60min beginning 5min prior to radiotracer injection); 2. A single scan B/I paradigm (n=7) lasting up to 240min with 1.5mg physostigmine administered over 60min beginning at 125min of radiotracer infusion. Changes in VT/fP were measured. Baseline VT/fP values were 33.8±3.3mL/cm(3) in thalamus, 12.9±1.6mL/cm(3) in cerebellum, and ranged from 9.8 to 12.5mL/cm(3) in other gray matter regions. The B/I paradigm with equilibrium analysis at 120min yielded comparable VT/fP values with compartment modeling analysis of bolus data in extrathalamic gray matter regions (regional means <4% different). Changes in VT/fP following physostigmine administration were small and most pronounced in cortical regions, ranging from 0.8 to 4.6% in the two-scan paradigm and 2.8 to 6.5% with the B/I paradigm. These results demonstrate the use of B/I administration for accurate quantification of (-)-[(18)F]flubatine VT/fP in 120min, and suggest possible sensitivity of (-)-[(18)F]flubatine binding to physostigmine-induced changes in acetylcholine levels.


Subject(s)
Acetylcholine/metabolism , Benzamides/pharmacokinetics , Brain/metabolism , Bridged Bicyclo Compounds, Heterocyclic/pharmacokinetics , Molecular Imaging/methods , Positron-Emission Tomography/methods , Receptors, Nicotinic/metabolism , Adult , Benzamides/administration & dosage , Brain/diagnostic imaging , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Computer Simulation , Humans , Image Interpretation, Computer-Assisted/methods , Infusions, Intraventricular , Metabolic Clearance Rate , Middle Aged , Models, Neurological , Neurotransmitter Agents/metabolism , Radiopharmaceuticals/administration & dosage , Radiopharmaceuticals/pharmacokinetics , Reproducibility of Results , Sensitivity and Specificity , Tissue Distribution , Young Adult
4.
Phys Med Biol ; 60(1): 253-78, 2015 Jan 07.
Article in English | MEDLINE | ID: mdl-25490063

ABSTRACT

Resolution degradation in PET image reconstruction can be caused by inaccurate modeling of the physical factors in the acquisition process. Resolution modeling (RM) is a common technique that takes into account the resolution degrading factors in the system matrix. Our previous work has introduced a probability density function (PDF) method of deriving the resolution kernels from Monte Carlo simulation and parameterizing the LORs to reduce the number of kernels needed for image reconstruction. In addition, LOR-PDF allows different PDFs to be applied to LORs from different crystal layer pairs of the HRRT. In this study, a thorough test was performed with this new model (LOR-PDF) applied to two PET scanners-the HRRT and Focus-220. A more uniform resolution distribution was observed in point source reconstructions by replacing the spatially-invariant kernels with the spatially-variant LOR-PDF. Specifically, from the center to the edge of radial field of view (FOV) of the HRRT, the measured in-plane FWHMs of point sources in a warm background varied slightly from 1.7 mm to 1.9 mm in LOR-PDF reconstructions. In Minihot and contrast phantom reconstructions, LOR-PDF resulted in up to 9% higher contrast at any given noise level than image-space resolution model. LOR-PDF also has the advantage in performing crystal-layer-dependent resolution modeling. The contrast improvement by using LOR-PDF was verified statistically by replicate reconstructions. In addition, [(11)C]AFM rats imaged on the HRRT and [(11)C]PHNO rats imaged on the Focus-220 were utilized to demonstrated the advantage of the new model. Higher contrast between high-uptake regions of only a few millimeter diameter and the background was observed in LOR-PDF reconstruction than in other methods.


Subject(s)
Image Processing, Computer-Assisted/methods , Models, Theoretical , Monte Carlo Method , Phantoms, Imaging , Positron-Emission Tomography/methods , Spinal Cord/diagnostic imaging , Algorithms , Animals , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Likelihood Functions , Normal Distribution , Photons , Positron-Emission Tomography/instrumentation , Rats
5.
Phys Med Biol ; 60(1): 15-29, 2015 Jan 07.
Article in English | MEDLINE | ID: mdl-25479254

ABSTRACT

Statistical algorithms have been widely used in PET image reconstruction. The maximum likelihood expectation maximization reconstruction has been shown to produce bias in applications where images are reconstructed from a relatively small number of counts. In this study, image bias and variability in low-count OSEM reconstruction are investigated on images reconstructed with MOLAR (motion-compensation OSEM list-mode algorithm for resolution-recovery reconstruction) platform. A human brain ([(11)C]AFM) and a NEMA phantom are used in the simulation and real experiments respectively, for the HRRT and Biograph mCT. Image reconstructions were repeated with different combinations of subsets and iterations. Regions of interest were defined on low-activity and high-activity regions to evaluate the bias and noise at matched effective iteration numbers (iterations × subsets). Minimal negative biases and no positive biases were found at moderate count levels and less than 5% negative bias was found using extremely low levels of counts (0.2 M NEC). At any given count level, other factors, such as subset numbers and frame-based scatter correction may introduce small biases (1-5%) in the reconstructed images. The observed bias was substantially lower than that reported in the literature, perhaps due to the use of point spread function and/or other implementation methods in MOLAR.


Subject(s)
Brain/diagnostic imaging , Image Processing, Computer-Assisted/methods , Phantoms, Imaging , Positron-Emission Tomography/methods , Algorithms , Computer Simulation , Humans , Image Enhancement , Image Interpretation, Computer-Assisted , Models, Statistical
6.
Int J Neuropsychopharmacol ; 18(2)2014 Dec 13.
Article in English | MEDLINE | ID: mdl-25522383

ABSTRACT

BACKGROUND: Monoamine reuptake inhibitors exhibit unique clinical profiles that reflect distinct engagement of the central nervous system (CNS) transporters. METHODS: We used a translational strategy, including rodent pharmacokinetic/pharmacodynamic modeling and positron emission tomography (PET) imaging in humans, to establish the transporter profile of TD-9855, a novel norepinephrine and serotonin reuptake inhibitor. RESULTS: TD-9855 was a potent inhibitor of norepinephrine (NE) and serotonin 5-HT uptake in vitro with an inhibitory selectivity of 4- to 10-fold for NE at human and rat transporters. TD-9855 engaged norepinephrine transporters (NET) and serotonin transporters (SERT) in rat spinal cord, with a plasma EC50 of 11.7 ng/mL and 50.8 ng/mL, respectively, consistent with modest selectivity for NET in vivo. Accounting for species differences in protein binding, the projected human NET and SERT plasma EC50 values were 5.5 ng/mL and 23.9 ng/mL, respectively. A single-dose, open-label PET study (4-20mg TD-9855, oral) was conducted in eight healthy males using the radiotracers [(11)C]-3-amino-4- [2-[(di(methyl)amino)methyl]phenyl]sulfanylbenzonitrile for SERT and [(11)C]-(S,S)-methylreboxetine for NET. The long pharmacokinetic half-life (30-40 h) of TD-9855 allowed for sequential assessment of SERT and NET occupancy in the same subject. The plasma EC50 for NET was estimated to be 1.21 ng/mL, and at doses of greater than 4 mg the projected steady-state NET occupancy is high (>75%). After a single oral dose of 20mg, SERT occupancy was 25 (±8)% at a plasma level of 6.35 ng/mL. CONCLUSIONS: These data establish the CNS penetration and transporter profile of TD-9855 and inform the selection of potential doses for future clinical evaluation.


Subject(s)
Neurotransmitter Uptake Inhibitors/pharmacology , Neurotransmitter Uptake Inhibitors/pharmacokinetics , Phenyl Ethers/pharmacology , Phenyl Ethers/pharmacokinetics , Piperidines/pharmacology , Piperidines/pharmacokinetics , Adult , Aniline Compounds , Animals , Blood Chemical Analysis , Brain/diagnostic imaging , Brain/drug effects , Brain/metabolism , Half-Life , Humans , Magnetic Resonance Imaging , Male , Models, Biological , Morpholines , Norepinephrine Plasma Membrane Transport Proteins/metabolism , Positron-Emission Tomography , Radiopharmaceuticals , Rats, Sprague-Dawley , Reboxetine , Serotonin Plasma Membrane Transport Proteins/metabolism , Spinal Cord/drug effects , Spinal Cord/metabolism , Sulfides
7.
Neuropsychopharmacology ; 39(12): 2742-9, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24487737

ABSTRACT

Several lines of evidence suggest that schizophrenia is associated with deficits in glutamatergic transmission at the N-methyl-d-aspartate (NMDA) receptors. Glycine is a NMDA receptor co-agonist, and extracellular levels of glycine are regulated in the forebrain by the glycine type-1 transporters (GlyT-1). GlyT-1 inhibitors elevate extracellular glycine and thus potentiate NMDA transmission. This mechanism represents a promising new avenue for the treatment of schizophrenia. Here, the recently introduced positron emission tomography radiotracer [11C]GSK931145 was used to quantify the relationship between occupancy of GlyT-1 by a GlyT-1 inhibitor, Org 25935, and its impact on spatial working memory performances in rhesus monkeys. The effect of Org 25935 on working memory was assessed both in control conditions and during a state of relative NMDA hypofunction induced by ketamine administration, at a dose selected for each animal to reduce task performance by about 50%. Under control conditions, Org 25935 had no effect on working memory at GlyT-1 occupancies lower than 75% and significantly impaired working memory at occupancies higher than 75%. Under ketamine conditions, Org 25935 reversed the deficit in working memory induced by ketamine and did so optimally in the 40-70% GlyT-1 occupancy range. The results confirm the efficacy of this mechanism to correct working memory deficits associated with NMDA hypofunction. These data also suggest the existence of an inverted-U dose-response curve in the potential therapeutic effect of this class of compounds.


Subject(s)
Brain/physiology , Glycine Plasma Membrane Transport Proteins/antagonists & inhibitors , Memory, Short-Term/physiology , Spatial Memory/physiology , Animals , Benzamides , Brain/diagnostic imaging , Carbon Radioisotopes , Central Nervous System Agents/pharmacokinetics , Central Nervous System Agents/pharmacology , Excitatory Amino Acid Antagonists/pharmacology , Female , Glycine Plasma Membrane Transport Proteins/metabolism , Ketamine/pharmacology , Macaca mulatta , Male , Memory, Short-Term/drug effects , N-Methylaspartate/metabolism , Neuropsychological Tests , Positron-Emission Tomography , Radiopharmaceuticals , Spatial Memory/drug effects , Tetrahydronaphthalenes/pharmacokinetics , Tetrahydronaphthalenes/pharmacology
8.
Neuroimage ; 86: 164-71, 2014 Feb 01.
Article in English | MEDLINE | ID: mdl-23933039

ABSTRACT

BACKGROUND: Atomoxetine (ATX), a drug for treatment of depression and ADHD, has a high affinity for the norepinephrine transporter (NET); however, our previous study showed it had a blocking effect similar to fluoxetine on binding of [(11)C]DASB, a selective serotonin transporter (SERT) ligand. Whether the therapeutic effects of ATX are due to inhibition of either or both transporters is not known. Here we report our comparative PET imaging studies with [(11)C]MRB (a NET ligand) and [(11)C]AFM (a SERT ligand) to evaluate in vivo IC50 values of ATX in monkeys. METHODS: Rhesus monkeys were scanned up to four times with each tracer with up to four doses of ATX. ATX or saline (placebo) infusion began 2h before each PET scan, lasting until the end of the 2-h scan. The final infusion rates were 0.01-0.12mg/kg/h and 0.045-1.054mg/kg/h for the NET and SERT studies, respectively. ATX plasma levels and metabolite-corrected arterial input functions were measured. Distribution volumes (VT) and IC50 values were estimated. RESULTS: ATX displayed dose-dependent occupancy on both NET and SERT, with a higher occupancy on NET: IC50 of 31±10 and 99±21ng/mL plasma for NET and SERT, respectively. At a clinically relevant dose (1.0-1.8mg/kg, approx. 300-600ng/mL plasma), ATX would occupy >90% of NET and >85% of SERT. This extrapolation assumes comparable free fraction of ATX in humans and non-human primates. CONCLUSION: Our data suggests that ATX at clinically relevant doses greatly occupies both NET and SERT. Thus, therapeutic modes of ATX action for treatment of depression and ADHD may be more complex than selective blockade of NET.


Subject(s)
Brain/metabolism , Norepinephrine Plasma Membrane Transport Proteins/metabolism , Propylamines/administration & dosage , Propylamines/pharmacokinetics , Serotonin Plasma Membrane Transport Proteins/metabolism , Adrenergic Uptake Inhibitors/administration & dosage , Adrenergic Uptake Inhibitors/pharmacokinetics , Animals , Atomoxetine Hydrochloride , Attention Deficit Disorder with Hyperactivity/drug therapy , Attention Deficit Disorder with Hyperactivity/metabolism , Brain/drug effects , Depression/drug therapy , Depression/metabolism , Dose-Response Relationship, Drug , Macaca mulatta , Positron-Emission Tomography/methods , Tissue Distribution
9.
Mol Psychiatry ; 18(9): 1034-40, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23670490

ABSTRACT

Endocannabinoids and their attending cannabinoid type 1 (CB1) receptor have been implicated in animal models of post-traumatic stress disorder (PTSD). However, their specific role has not been studied in people with PTSD. Herein, we present an in vivo imaging study using positron emission tomography (PET) and the CB1-selective radioligand [(11)C]OMAR in individuals with PTSD, and healthy controls with lifetime histories of trauma (trauma-exposed controls (TC)) and those without such histories (healthy controls (HC)). Untreated individuals with PTSD (N=25) with non-combat trauma histories, and TC (N=12) and HC (N=23) participated in a magnetic resonance imaging scan and a resting PET scan with the CB1 receptor antagonist radiotracer [(11)C]OMAR, which measures the volume of distribution (VT) linearly related to CB1 receptor availability. Peripheral levels of anandamide, 2-arachidonoylglycerol, oleoylethanolamide, palmitoylethanolamide and cortisol were also assessed. In the PTSD group, relative to the HC and TC groups, we found elevated brain-wide [(11)C]OMAR VT values (F(2,53)=7.96, P=0.001; 19.5% and 14.5% higher, respectively), which were most pronounced in women (F(1,53)=5.52, P=0.023). Anandamide concentrations were reduced in the PTSD relative to the TC (53.1% lower) and HC (58.2% lower) groups. Cortisol levels were lower in the PTSD and TC groups relative to the HC group. Three biomarkers examined collectively--OMAR VT, anandamide and cortisol--correctly classified nearly 85% of PTSD cases. These results suggest that abnormal CB1 receptor-mediated anandamide signaling is implicated in the etiology of PTSD, and provide a promising neurobiological model to develop novel, evidence-based pharmacotherapies for this disorder.


Subject(s)
Brain/diagnostic imaging , Brain/metabolism , Receptor, Cannabinoid, CB1/metabolism , Stress Disorders, Post-Traumatic/pathology , Adult , Amides , Analysis of Variance , Arachidonic Acids/blood , Arachidonic Acids/metabolism , Endocannabinoids/blood , Endocannabinoids/metabolism , Ethanolamines/metabolism , Female , Glycerides/blood , Humans , Hydrocortisone/metabolism , Imidazoles/metabolism , Logistic Models , Male , Palmitic Acids/metabolism , Piperidines/pharmacokinetics , Polyunsaturated Alkamides/metabolism , Pyrazoles/pharmacokinetics , Radionuclide Imaging , Stress Disorders, Post-Traumatic/diagnostic imaging , Young Adult
10.
Neurology ; 60(5): 749-56, 2003 Mar 11.
Article in English | MEDLINE | ID: mdl-12629228

ABSTRACT

BACKGROUND: Activation of central serotonin (5-HT)1A receptors, found in high density in brainstem raphe, hippocampus, and temporal neocortex, exerts an anticonvulsant effect in various experimental seizure models. To test the hypothesis that 5-HT1A receptor binding is reduced in human epileptic foci, PET imaging was performed using the radioligand [18F]trans-4-fluoro-N-2-[4-(2-methoxyphenyl)piperazin-1-yl]ethyl]-N-(2-pyridyl)cyclohexanecarboxamide ([18F]FCWAY), a selective 5-HT1A receptor antagonist, in patients with temporal lobe epilepsy and normal controls. METHODS: MRI and PET were performed using [15O]water and [18F]FCWAY in 10 controls and in 12 patients with temporal lobe epilepsy confirmed on ictal video-EEG; patients also underwent [18F]fluorodeoxyglucose PET. Using quantitative PET image analysis, regional values were obtained for [18F]FCWAY volume of distribution (V), cerebral blood flow (CBF), and glucose cerebral metabolic rate (CMRglc). Hippocampal volume (HV) was also measured with MRI. [18F]FCWAY V PET and MR measures were compared within patients and controls using paired t-tests; grouped comparisons were made with two sample t-tests. RESULTS: Lower [18F]FCWAY V was found ipsilateral than contralateral to the epileptic focus in inferior medial (IMT) and lateral (ILT) temporal regions of patients (ILT 47.4 +/- 6.1 vs 61.8 +/- 6.1, p < 0.01; IMT 52 +/- 4.6 vs 67.0 +/- 6.0, p < 0.01). [18F]FCWAY V was 29% lower in raphe and 34% lower in the ipsilateral thalamic region of patients than controls. In ILT, mean [18F]FCWAY V asymmetry index (AI) was significantly greater than mean CBF and mean CMRglc AI. Mean [18F]FCWAY V AI in IMT was greater than mean HV AI, but the difference was not significant. CONCLUSION: These findings support the hypothesis of reduced serotonin receptor binding in temporal lobe epileptic foci.


Subject(s)
Epilepsy, Temporal Lobe/diagnostic imaging , Epilepsy, Temporal Lobe/physiopathology , Receptor, Serotonin, 5-HT1A/metabolism , Temporal Lobe/diagnostic imaging , Temporal Lobe/metabolism , Adult , Atrophy/diagnosis , Cerebrovascular Circulation , Epilepsy, Temporal Lobe/pathology , Female , Glucose/metabolism , Hippocampus/metabolism , Hippocampus/pathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Piperazines/pharmacokinetics , Pyridines/pharmacokinetics , Temporal Lobe/blood supply , Tissue Distribution , Tomography, Emission-Computed
11.
J Nucl Med ; 42(9): 1316-23, 2001 Sep.
Article in English | MEDLINE | ID: mdl-11535719

ABSTRACT

UNLABELLED: Tumor detection depends on the contrast between tumor activity and background activity and on the image noise in these 2 regions. The lower the image noise, the easier the tumor detection. Tumor activity contrast is determined by physiology. Noise, however, is affected by many factors, including the choice of reconstruction algorithm. Previous simulation and phantom measurements indicated that the ordered-subset expectation maximization (OSEM) algorithm may produce less noisy images than does the usual filtered backprojection (FBP) method, at equivalent resolution. To see if this prediction would hold in actual clinical situations, we quantified noise in clinical images reconstructed with both OSEM and FBP. METHODS: Three patients (2 with colon cancer, 1 with breast cancer) were imaged with FDG PET using a "gated replicate" technique that permitted accurate measurement of noise at each pixel. Each static image was acquired as a gated image sequence, using a pulse generator with a 1-s period, yielding 40 replicate images over the 10- to 15-min imaging time. The images were or were not precorrected for attenuation and were reconstructed with both FBP and OSEM at comparable resolution. From these data, images of pixel mean, SD, and signal-to-noise ratio (S/N) could be produced, reflecting only noise caused by the statistical fluctuations in the emission process. RESULTS: Noise did not vary greatly over each FBP image, even when image intensity varied greatly from one region to the next, causing S/N to be worse in low-activity regions than in high-activity regions. In contrast, OSEM had high noise in hot regions and low noise in cold regions. OSEM had a much better S/N than did FBP in cold regions of the image, such as the lungs (in the attenuation-corrected images), where improvements in S/N averaged 160%. Improvements with OSEM were less dramatic in hotter areas such as the liver (averaging 25% improvement in the attenuation-corrected images). In very hot tumors, FBP actually produced higher S/Ns than did OSEM. CONCLUSION: We conclude that OSEM reconstruction can significantly reduce image noise, especially in relatively low-count regions. OSEM reconstruction failed to improve S/N in very hot tumors, in which S/N may already be adequate for tumor detection.


Subject(s)
Breast Neoplasms/diagnostic imaging , Colonic Neoplasms/diagnostic imaging , Image Processing, Computer-Assisted/methods , Tomography, Emission-Computed , Algorithms , Computer Simulation , Fluorodeoxyglucose F18 , Humans , Phantoms, Imaging , Radiopharmaceuticals
12.
IEEE Trans Med Imaging ; 20(3): 164-74, 2001 Mar.
Article in English | MEDLINE | ID: mdl-11341707

ABSTRACT

Quantitative measurement of tumor blood flow with [15O]water can be used to evaluate the effects of tumor treatment over time. Since quantitative flow measurements require an input function, we developed the profile fitting method (PFM) to measure the input function from positron emission tomography images of the aorta. First, a [11C]CO scan was acquired and the aorta region was analyzed. The aorta diameter was determined by fitting the image data with a model that includes scanner resolution, the measured venous blood radioactivity concentration, and the spillover of counts from the background. The diameter was used in subsequent fitting of [15O]water dynamic images to estimate the aorta and background radioactivity concentrations. Phantom experiments were performed to test the model. Image quantification biases (up to 15%) were found for small objects, particularly for those in a large elliptical phantom. However, the bias in the PFM concentration estimates was much smaller (2%-6%). A simulation study showed that PFM had less bias and/or variability in flow parameter estimates than an ROI method. PFM was applied to human [11C]CO and [15O]water dynamic studies with left ventricle input functions used as the gold standard. PFM parameter estimates had higher variability than found in the simulation but with minimal bias. These studies suggest that PFM is a promising technique for the noninvasive measurement of the aorta [15O]water input function.


Subject(s)
Aorta/diagnostic imaging , Neoplasms/blood supply , Oxygen Radioisotopes , Tomography, Emission-Computed , Water , Aorta/physiology , Humans , Image Processing, Computer-Assisted , Neoplasms/diagnostic imaging , Phantoms, Imaging
13.
Med Phys ; 28(1): 36-45, 2001 Jan.
Article in English | MEDLINE | ID: mdl-11213920

ABSTRACT

Multi-instrument activity estimation and decay correction techniques were developed for radionuclide mixtures, motivated by the desire for accurate quantitation of Tc-94m positron emission tomography (PET) studies. Tc-94m and byproduct Tc isotopes were produced by proton irradiation of enriched Mo-94 and natural Mo targets. Mixture activities at the end of bombardment were determined with a calibrated high purity germanium detector. The activity fractions of the greatest mixture impurities relative to 100% for Tc-94m averaged 10.0% (Tc-94g) and 3.3% (Tc-93) for enriched targets and 10.1% (Tc-94g), 11.0% (Tc-95), 255.8% (Tc-96m), and 7.2% (Tc-99m) for natural targets. These radioisotopes have different half-lives (e.g., 52.5 min for Tc-94m, 293 min for Tc-94g), positron branching ratios (e.g., 0.72 for Tc-94m, 0.11 for Tc-94g) and gamma ray emissions for themselves and their short-lived, excited Mo daughters. This complicates estimation of injected activity with a dose calibrator, in vivo activity with PET and blood sample activity with a gamma counter. Decay correction using only the Tc-94m half-life overestimates activity and is inadequate. For this reason analytic formulas for activity estimation and decay correction of radionuclide mixtures were developed. Isotope-dependent sensitivity factors for a PET scanner, dose calibrator, and gamma counter were determined using theoretical sensitivity models and fits of experimental decay curves to sums of exponentials with fixed decay rates. For up to 8 h after the end of bombardment with activity from enriched and natural Mo targets, decay-corrected activities were within 3% of the mean for three PET studies of a uniform cylinder, within 3% of the mean for six dose calibrator decay studies, and within 6% of the mean for four gamma counter decay studies. Activity estimation and decay correction for Tc-94m mixtures enable routine use of Tc-94m in quantitative PET, as illustrated by application to a canine Tc-94m sestamibi study.


Subject(s)
Technetium , Tomography, Emission-Computed/instrumentation , Animals , Biophysical Phenomena , Biophysics , Dogs , Heart/diagnostic imaging , Humans , Phantoms, Imaging , Radiation Dosage , Radiopharmaceuticals , Scattering, Radiation , Technetium Tc 99m Sestamibi , Tomography, Emission-Computed/methods , Tomography, Emission-Computed/statistics & numerical data
14.
J Nucl Med ; 41(11): 1784-92, 2000 Nov.
Article in English | MEDLINE | ID: mdl-11079484

ABSTRACT

UNLABELLED: PET was used to measure tumor blood flow, which is potentially valuable for diagnosis and assessing the effects of therapy. To help visualize regional differences in blood flow and to improve the accuracy of region-of-interest placement, a parametric imaging approach was developed and compared with the standard region-of-interest method. METHODS: Five patients with renal cell metastases in the thorax were studied using [15O]water and dynamic PET. To assess the reproducibility of the blood flow measurements, multiple water studies were performed on each patient. Model fitting was done on a pixel-by-pixel basis using several different formulations of the standard single-compartment model. RESULTS: The tumors studied spanned a wide range of blood flows, varying from 0.4 to 4.2 mL/min/g. These values were generally high compared with those of most other tissues, which meant that the tumors could be readily identified in parametric images of flow. The different model formulations produced images with different characteristics, and no model was entirely valid throughout the field of view. Although tumor blood flow measured from the parametric images was largely unbiased with respect to a standard regional method, large errors were observed with certain models in regions of low flow. The most robust model throughout the field of view had only 1 free parameter and, compared with a regional method, gave rise to a flow bias of 0.3%+/-3.1% for tumor and 16%+/-11% for low-flow soft tissue (muscle plus fat). With this model, tumor blood flow was measured with an SD of 7.6%+/-4.0%. CONCLUSION: Parametric imaging provides a convenient way of visualizing regional changes in blood flow, which may be valuable in studies of tumor blood flow.


Subject(s)
Carcinoma, Renal Cell/blood supply , Carcinoma, Renal Cell/secondary , Oxygen Radioisotopes , Thoracic Neoplasms/blood supply , Thoracic Neoplasms/secondary , Tomography, Emission-Computed , Water , Blood Flow Velocity , Humans , Image Processing, Computer-Assisted , Kidney Neoplasms/pathology , Reproducibility of Results
15.
Nucl Med Biol ; 27(7): 657-60, 2000 Oct.
Article in English | MEDLINE | ID: mdl-11091108

ABSTRACT

A wide range of study designs can be used with positron emission tomography methods to provide quantitative measurements of physiological parameters. While bolus injection of tracer is the conventional approach, use of combined bolus plus constant infusion provides a number of advantages for receptor-binding tracers. Of recent interest is the use of this approach to dynamically follow the displacement of tracer during in vivo changes in neurotransmitter concentrations. This paper provides an overview of the tradeoffs in using bolus/infusion methods versus conventional bolus injection for receptor binding studies.


Subject(s)
Brain/metabolism , Neurotransmitter Agents/analysis , Radiopharmaceuticals/administration & dosage , Radiopharmaceuticals/pharmacokinetics , Receptors, Cell Surface/analysis , Tomography, Emission-Computed/methods , Brain/diagnostic imaging , Humans , Infusions, Intravenous , Injections, Intravenous
16.
J Pharmacol Exp Ther ; 295(3): 1070-6, 2000 Dec.
Article in English | MEDLINE | ID: mdl-11082442

ABSTRACT

Stabilized methadone-maintained former heroin addicts (MTPs) treated with effective doses of methadone have markedly reduced drug craving; reduction or elimination of heroin use; normalized stress-responsive hypothalamic-pituitary-adrenal, reproductive, and gastrointestinal function; and marked improvement in immune function and normal responses to pain, all of which are physiological indices modulated in part by endogenous and exogenous opioids directed at the mu and, in some cases, the kappa-opioid systems. This study was performed to explore opioid receptor binding in MTPs. Fourteen normal, healthy volunteers and 14 long-term MTPs in treatment for 2 to 27 years and receiving 30 to 90 mg/day of methadone were studied with positron emission tomography using tracer amounts of [(18)F]cyclofoxy, an opioid antagonist that labels mu and kappa opioid receptors. Imaging was performed in the morning, 22 h after the last dose of methadone in patients, and concurrent plasma levels of methadone were determined. Five brain regions of specific interest for addiction and pain research (thalamus, amygdala, caudate, anterior cingulate cortex, and putamen) were among the six regions of highest [(18)F]cyclofoxy binding. Specific binding of [(18)F]cyclofoxy was lower by 19 to 32% in these regions in MTPs compared with those in normal volunteers. The degree to which specific binding was lower in caudate and putamen correlated with methadone plasma levels (P <.01 and P <.05, respectively), suggesting that these lower levels of binding may be related to receptor occupancy with methadone and that significant numbers of opioid receptors may be available to function in their normal physiological roles.


Subject(s)
Fluorine Radioisotopes , Heroin Dependence/drug therapy , Methadone/therapeutic use , Naltrexone/analogs & derivatives , Receptors, Opioid, kappa/analysis , Receptors, Opioid, mu/analysis , Tomography, Emission-Computed , Adult , Aged , Brain/metabolism , Female , Heroin Dependence/metabolism , Humans , Male , Methadone/blood , Middle Aged , Naltrexone/metabolism
17.
Synapse ; 38(2): 226-9, 2000 Nov.
Article in English | MEDLINE | ID: mdl-11018796

ABSTRACT

Opiate receptor avidity (B(')(max)/K(D)), was measured in the subcortex of nine females (five healthy subjects, four Alzheimer patients) and 15 males (seven healthy subjects, eight Alzheimer patients), 51-75 years of age, with the opiate receptor antagonist 6-deoxy-6-beta-[(18)F]fluoronaltrexone (cyclofoxy, CF) and a positron emission tomograph. CF avidity was 27.5% less in the thalamus of healthy women compared to healthy men and 48.5% less in Alzheimer disease female patients compared to male patients.


Subject(s)
Alzheimer Disease/metabolism , Naltrexone/analogs & derivatives , Receptors, Opioid/metabolism , Thalamus/metabolism , Aged , Alzheimer Disease/diagnostic imaging , Analysis of Variance , Female , Humans , Male , Middle Aged , Naltrexone/metabolism , Regression Analysis , Sex Factors , Thalamus/diagnostic imaging , Tomography, Emission-Computed
18.
IEEE Trans Med Imaging ; 19(8): 798-804, 2000 Aug.
Article in English | MEDLINE | ID: mdl-11055803

ABSTRACT

Rat brain images acquired with a small animal positron emission tomography (PET) camera and reconstructed with the three-dimensional (3-D) ordered-subsets expectation-maximization (OSEM) algorithm with resolution recovery have better quality when the brain is imaged by itself than when inside the head with surrounding background activity. The purpose of this study was to characterize the dependence of this effect on the level of background activity, attenuation, and scatter. Monte Carlo simulations of the imaging system were performed. The coefficient of variation from replicate images, full-width at half-maximum (FWHM) from point sources and image profile fitting, and image contrast and uniformity were used to evaluate algorithm performance. A rat head with the typical levels of five and ten times the brain activity in the surrounding background requires additional iterations to achieve the same resolution as the brain-only case at a cost of 24% and 64% additional noise, respectively. For the same phantoms, object scatter reduced contrast by 3%-5%. However, attenuation degraded resolution by 0.2 mm and was responsible for up to 12% nonuniformity in the brain images suggesting that attenuation correction is useful. Given the effects of emission and attenuation distribution on both resolution and noise, simulations or phantom studies should be used for each imaging situation to select the appropriate number of OSEM iterations to achieve the desired resolution-noise levels.


Subject(s)
Algorithms , Imaging, Three-Dimensional/methods , Tomography, Emission-Computed/methods , Animals , Artifacts , Brain/diagnostic imaging , Imaging, Three-Dimensional/instrumentation , Imaging, Three-Dimensional/statistics & numerical data , Monte Carlo Method , Phantoms, Imaging/statistics & numerical data , Rats , Tomography, Emission-Computed/instrumentation , Tomography, Emission-Computed/statistics & numerical data
19.
Brain Res ; 879(1-2): 1-6, 2000 Oct 06.
Article in English | MEDLINE | ID: mdl-11010998

ABSTRACT

Opiate receptor avidity (B(max)'/K(D)) was measured in four rhesus monkeys following unilateral lesioning of the optic tract combined with transection of the corpus callosum and the hippocampal and anterior commissures depriving one hemisphere of visual input (Tract and Split), two animals with transection of commissures only (Split), and nine healthy monkeys with positron emission tomography (PET) and 6-deoxy-6-beta-[(18)F]fluoronaltrexone (cyclofoxy, CF), a mu- and kappa-opiate receptor antagonist. Opiate receptor avidity was found to be significantly higher in the Tract and Split animals, only, bilaterally, throughout the lateral cortex and in the cingulate and posterior putamen (41-117%). Ipsilateral changes were consistently greater than those contralateral, but this asymmetry was of statistical significance only in the parietal and occipital cortices. Cyclofoxy avidity was decreased in the medial cortex of both the Tract and Split and Split animals ( approximately 25%). The results suggest that opiate pathways undergo extensive alteration in response to changes in brain functional activities brought about through hemispheric visual deprivation.


Subject(s)
Brain/metabolism , Corpus Callosum/physiology , Hippocampus/physiology , Naltrexone/analogs & derivatives , Receptors, Opioid/physiology , Visual Cortex/physiology , Visual Pathways/physiology , Animals , Brain/diagnostic imaging , Fluorine Radioisotopes , Functional Laterality , Gyrus Cinguli/physiology , Macaca mulatta , Naltrexone/pharmacokinetics , Narcotic Antagonists/pharmacokinetics , Putamen/physiology , Septal Nuclei/physiology , Tomography, Emission-Computed
20.
Nucl Med Biol ; 27(5): 493-7, 2000 Jul.
Article in English | MEDLINE | ID: mdl-10962257

ABSTRACT

We synthesized [(18)F]FCWAY, an analog of [carbonyl-(11)C]WAY-100635 ¿[(11)C]N-(2-(1-(4-(2-methoxyphenyl)-piperazinyl)ethyl))-N-(2-(pyridi nyl))cyclohexanecarboxamide¿, by replacing the cyclohexanecarbonyl group acid with a trans-4-fluorocyclohexanecarbonyl group (FC). Control and preblocking studies were performed in anesthetized monkeys. Plasma radioactive metabolite analysis showed the presence of [(18)F]FC and [(18)F]fluoride. Tissue time-radioactivity curves were corrected for metabolite contamination based on separate positron-emission tomography studies of these two labeled metabolites. Analysis using a two-tissue compartment model gave distribution volume (V) estimates (mL/mL) ranging from 33 in frontal cortex to 4 in cerebellum. Preblocking data showed uniform V of 2-3 mL/mL. These studies demonstrate that [(18)F]FCWAY has very similar kinetic characteristics to [(11)C]WAY-100635.


Subject(s)
Fluorine Radioisotopes , Piperazines/metabolism , Pyridines/metabolism , Receptors, Serotonin/analysis , Serotonin Antagonists/metabolism , Tomography, Emission-Computed , Animals , Humans , Macaca mulatta , Models, Biological , Receptors, Serotonin, 5-HT1
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