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The Journal of Nuclear Medicine | 2010

Dynamic PET Denoising with HYPR Processing

Bradley T. Christian; Nicholas T. Vandehey; John Floberg; Charles A. Mistretta

HighlY constrained backPRojection (HYPR) is a promising image-processing strategy with widespread application in time-resolved MRI that is also well suited for PET applications requiring time series data. The HYPR technique involves the creation of a composite image from the entire time series. The individual time frames then provide the basis for weighting matrices of the composite. The signal-to-noise ratio (SNR) of the individual time frames can be dramatically improved using the high SNR of the composite image. In this study, we introduced the modified HYPR algorithm (the HYPR method constraining the backprojections to local regions of interest [HYPR-LR]) for the processing of dynamic PET studies. We demonstrated the performance of HYPR-LR in phantom, small-animal, and human studies using qualitative, semiquantitative, and quantitative comparisons. The results demonstrate that significant improvements in SNR can be realized in the PET time series, particularly for voxel-based analysis, without sacrificing spatial resolution. HYPR-LR processing holds great potential in nuclear medicine imaging for all applications with low SNR in dynamic scans, including for the generation of voxel-based parametric images and visualization of rapid radiotracer uptake and distribution.


Journal of Cerebral Blood Flow and Metabolism | 2010

High-affinity dopamine D2/D3 PET radioligands 18F-fallypride and 11C-FLB457: a comparison of kinetics in extrastriatal regions using a multiple-injection protocol.

Nicholas T. Vandehey; Jeffrey Moirano; Alexander K. Converse; James E. Holden; Jogesh Mukherjee; Dhanabalan Murali; R. Jerry Nickles; Richard J. Davidson; Mary L. Schneider; Bradley T. Christian

18F-Fallypride and 11C-FLB457 are commonly used PET radioligands for imaging extrastriatal dopamine D2/D3 receptors, but differences in their in vivo kinetics may affect the sensitivity for measuring subtle changes in receptor binding. Focusing on regions of low binding, a direct comparison of the kinetics of 18F-fallypride and 11C-FLB457 was made using a MI protocol. Injection protocols were designed to estimate K1, k2, fNDkon, Bmax, and koff in the midbrain and cortical regions of the rhesus monkey. 11C-FLB457 cleared from the arterial plasma faster and yielded a ND space distribution volume (K1/k2) that is three times higher than 18F-fallypride, primarily due to a slower k2 (FAL:FLB; k2=0.54 min−1:0.18 min−1). The dissociation rate constant, koff, was slower for 11C-FLB457, resulting in a lower KDapp than 18F-fallypride (FAL:FLB; 0.39 nM:0.13 nM). Specific D2/D3 binding could be detected in the cerebellum for 11C-FLB457 but not 18F-fallypride. Both radioligands can be used to image extrastriatal D2/D3 receptors, with 11C-FLB457 providing greater sensitivity to subtle changes in low-receptor-density cortical regions and 18F-fallypride being more sensitive to endogenous dopamine displacement in medium-to-high-receptor-density regions. In the presence of specific D2/D3 binding in the cerebellum, reference region analysis methods will give a greater bias in BPND with 11C-FLB457 than with 18F-fallypride.


NeuroImage | 2009

The distribution of D2/D3 receptor binding in the adolescent rhesus monkey using small animal PET imaging.

Bradley T. Christian; Nicholas T. Vandehey; Andrew S. Fox; Dhanabalan Murali; Terrence R. Oakes; Alexander K. Converse; Robert J. Nickles; Steven E. Shelton; Richard J. Davidson; Ned H. Kalin

UNLABELLED PET imaging of the neuroreceptor systems in the brain has earned a prominent role in studying normal development, neuropsychiatric illness and developing targeted drugs. The dopaminergic system is of particular interest due to its role in the development of cognitive function and mood as well as its suspected involvement in neuropsychiatric illness. Nonhuman primate animal models provide a valuable resource for relating neurochemical changes to behavior. To facilitate comparison within and between primate models, we report in vivo D2/D3 binding in a large cohort of adolescent rhesus monkeys. METHODS In this work, the in vivo D2/D3 dopamine receptor availability was measured in a cohort of 33 rhesus monkeys in the adolescent stage of development (3.2-5.3 years). Both striatal and extrastriatal D2/D3 binding were measured using [F-18]fallypride with a high resolution small animal PET scanner. The distribution volume ratio (DVR) was measured for all subjects and group comparisons of D2/D3 binding among the cohort were made based on age and sex. Because two sequential studies were acquired from a single [F-18]fallypride batch, the effect of competing (unlabeled) ligand mass was also investigated. RESULTS Among this cohort, the rank order of regional D2/D3 receptor binding did not vary from previous studies with adult rhesus monkeys, with: putamen>caudate>ventral striatum>amygdala approximately substantia nigra>medial dorsal thalamus>lateral temporal cortex approximately frontal cortex. The DVR coefficient of variation ranged from 14%-26%, with the greatest variance seen in the head of the caudate. There were significant sex differences in [F-18]fallypride kinetics in the pituitary gland, but this was not observed for regions within the blood-brain barrier. Furthermore, no regions in the brain showed significant sex or age related differences in DVR within this small age range. Based on a wide range of injected fallypride mass across the cohort, significant competition effects could only be detected in the substantia nigra, thalamus, and frontal cortex, and were not evident above intersubject variability in all other regions. CONCLUSION These data represent the first report of large cohort in vivo D2/D3 dopamine whole brain binding in the adolescent brain and will serve as a valuable comparison for understanding dopamine changes during this critical time of development and provide a framework for creating a dopaminergic biochemical atlas for the rhesus monkey.


NeuroImage | 2009

Serotonin transporter binding and genotype in the nonhuman primate brain using [C-11]DASB PET.

Bradley T. Christian; Andrew S. Fox; Jonathan A. Oler; Nicholas T. Vandehey; Dhanabalan Murali; Jeffrey Rogers; Terrence R. Oakes; Steven E. Shelton; Richard J. Davidson; Ned H. Kalin

UNLABELLED The length polymorphism of the serotonin (5-HT) transporter gene promoter region has been implicated in altered 5-HT function and, in turn, neuropsychiatric illnesses, such as anxiety and depression. The nonhuman primate has been used as a model to study anxiety-related mechanisms in humans based upon similarities in behavior and the presence of a similar 5-HT transporter gene polymorphism. Stressful and threatening contexts in the nonhuman primate model have revealed 5-HT transporter genotype dependent differences in regional glucose metabolism. Using the rhesus monkey, we examined the extent to which serotonin transporter genotype is associated with 5-HT transporter binding in brain regions implicated in emotion-related pathology. METHODS Genotype data and high resolution PET scans were acquired in 29 rhesus (Macaca mulatta) monkeys. [C-11]DASB dynamic PET scans were acquired for 90 min in the anesthetized animals and images of distribution volume ratio (DVR) were created to serve as a metric of 5-HT transporter binding for group comparison based on a reference region method of analysis. Regional and voxelwise statistical analysis were performed with corrections for anatomical differences in gray matter probability, sex, age and radioligand mass. RESULTS There were no significant differences when comparing l/l homozygotes with s-carriers in the regions of the brain implicated in anxiety and mood related illnesses (amygdala, striatum, thalamus, raphe nuclei, temporal and prefrontal cortex). There was a significant sex difference in 5-HT transporter binding in all regions with females having 18%-28% higher DVR than males. CONCLUSIONS Because these findings are consistent with similar genotype findings in humans, this further strengthens the use of the rhesus model for studying anxiety-related neuropathologies.


Journal of Neuroscience Methods | 2009

PET measurement of changes in D2/D3 dopamine receptor binding in a nonhuman primate during chronic deep brain stimulation of the bed nucleus of the stria terminalis

Nicholas T. Vandehey; P. Charles Garell; Joseph A. Hampel; Dhanabalan Murali; Elizabeth Smith; Richard J. Davidson; Alexander K. Converse; R. Jerry Nickles; Bradley T. Christian

UNLABELLED PET imaging is a powerful tool for measuring physiological changes in the brain during deep brain stimulation (DBS). In this work, we acquired five PET scans using a highly selective D2/D3 dopamine antagonist, 18F-fallypride, to track changes in dopamine receptor availability, as measured by the distribution volume ratio (DVR), through the course of DBS in the bed nucleus of the stria terminalis (BNST) in a nonhuman primate. METHODS PET scans were performed on a rhesus monkey with unilateral BNST stimulation during periods of baseline, chronic high frequency (130 Hz) and low frequency (50 Hz) DBS stimulation, and during a washout period between stimulation periods. A final scan was performed with the electrode stimulation starting 110 min into the scan. Whole brain parametric images of (18)F-fallypride DVR were calculated for each condition to track changes in both striatal and extrastriatal D2/D3 availability. RESULTS The monkey displayed significant increases in receptor binding throughout the brain during DBS relative to baseline for 130 and 50 Hz, with changes in DVR of: caudate 42%, 51%; putamen 56%, 57%; thalamus 33%, 49%; substantia nigra 29%, 26%; and prefrontal cortex 28%, 56%, respectively. Washout and post-stimulation scans revealed DVR values close to baseline values. Activating the stimulator midway through the final scan resulted in no statistically significant changes in binding. CONCLUSIONS PET neuroligand imaging has demonstrated the sensitivity to track changes in dopamine D2/D3 binding during the course of DBS. These methods show great potential for providing insight into the neurochemical consequences of DBS.


Applied Radiation and Isotopes | 2013

An Efficient Synthesis of Dopamine Transporter Tracer [18F]FECNT

Dhanabalan Murali; Todd E. Barnhart; Nicholas T. Vandehey; Bradley T. Christian; Robert J. Nickles; Alexander K. Converse; Julie A. Larson; James E. Holden; Mary L. Schneider; Onofre T. DeJesus

A simple synthesis of the dopamine transporter ligand [(18)F]FECNT with high radiochemical yield and short synthesis time, suitable for routine production is reported. Reaction of 2β-carbomethoxy-3β-(4-chlorophenyl)nortropane with [(18)F]2-fluoroethyl triflate ([(18)F]FEtOTf) at room temperature for 4 min provided [(18)F]FECNT in 84% decay corrected radiochemical yield. Since [(18)F]FEtOTf was prepared from [(18)F]2-fluoroethyl bromide that was isolated from its starting material, formation of unwanted side products and the amount of expensive precursor used could be greatly reduced. The overall radiochemical yields of [(18)F]FECNT were 40% (n=29) and the total synthesis time was ca. 100 min. The average specific activity of [(18)F]FECNT was 377.4 GBq/μmol (10.2 Ci/μmol).


Archive | 2010

kinetics in extrastriatal regions using a multiple-injection protocol

Nicholas T. Vandehey; Jeffrey Moirano; Alexander K. Converse; James E. Holden; Jogesh Mukherjee; Dhanabalan Murali; R. Jerry Nickles; Richard J. Davidson; Mary L. Schneider; Bradley T. Christian


Society of Nuclear Medicine Annual Meeting Abstracts | 2009

An in vivo comparison of two 5-HT1A PET ligands in the nonhuman primate

Bradley Christian; Nicholas T. Vandehey; Jeff Moirano; Dhanabalan Murali; Dustin Wooten; Onofre T. DeJesus; Todd E. Barnhart; R. Jerry Nickles; Jogeshwar Mukherjee; Mary L. Schneider


Society of Nuclear Medicine Annual Meeting Abstracts | 2008

A database of D2/D3 receptor binding in the adolescent rhesus monkey

Brad T. Christian; Dhanabalan Murali; Nicholas T. Vandehey; Andrew J. Fox; Terrence R. Oakes; Robert J. Nickles; Steve Shelton; Richard J. Davidson; Ned H. Kalin


Society of Nuclear Medicine Annual Meeting Abstracts | 2008

Application of HYPR processing to dynamic PET studies

Nicholas T. Vandehey; Charles A. Mistretta; Brad Christian

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Dhanabalan Murali

University of Wisconsin-Madison

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Richard J. Davidson

University of Wisconsin-Madison

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Alexander K. Converse

University of Wisconsin-Madison

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Bradley T. Christian

University of Wisconsin-Madison

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Robert J. Nickles

University of Wisconsin-Madison

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Terrence R. Oakes

University of Wisconsin-Madison

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James E. Holden

University of Wisconsin-Madison

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Jeffrey Moirano

University of Wisconsin-Madison

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Mary L. Schneider

University of Wisconsin-Madison

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Ned H. Kalin

University of Wisconsin-Madison

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