Peter S. Talbot

Bias in iterative reconstruction of low-statistics PET data: benefits of a resolution model.

Ordered-subset expectation maximization (OSEM) is a widely used method of reconstructing PET data. Several authors have reported bias when reconstructing frames containing few counts via OSEM, although the level of bias reported varies substantially. Such bias may lead to errors in biological parameters as derived via dynamic PET. We examine low-statistics bias in OSEM reconstruction of patient data and estimate the subsequent errors in biological parameter estimates. Patient listmode data were acquired during a [11C]-DASB scan using a brain PET scanner, the high resolution research tomograph (HRRT). These data were sub-sampled to create many independent, low-count replicates. Each replicate was reconstructed with and without the use of an image based resolution model (PSF), from which bias and variance were calculated as a function of the noise equivalent counts (NEC). Time-activity curves were subsequently generated by Monte Carlo simulation and used to study the propagation of bias from the images into the biological parameters of interest, for which noise and bias were based on the NEC. The investigation was complemented by simulation of a PET scanner. Significant bias was observed when reconstructing data of low statistical quality, for both human and simulated data. For human data, this bias was substantially reduced by including a PSF model (e.g. caudate head, 1.7 M NEC, -5.5 % bias with PSF, -13 % bias without PSF). For the observed levels of bias, Monte Carlo simulations predicted biases in the binding potential of -4 and -10 % (with/without PSF). The use of the PSF changed the variance characteristics of the images, reducing variance at the voxel level for low to moderate numbers of iterations. We conclude that OSEM reconstruction of dynamic PET data can yield parameter estimates of acceptable accuracy (for DASB), despite producing biased images at low statistics. This is however dependent upon the application. The use of a resolution model is shown to reduce bias and is thus recommended. The most likely mechanism for this reduction is the suppression of noise. The magnitude of the bias for other tracers and methods of data analysis is yet to be evaluated.

Anterior cingulate and subgenual prefrontal blood flow changes following tryptophan depletion in healthy males.

In healthy humans, there is an apparent dissociation between cognitive and affective consequences of reduced brain serotonin (5-HT), as rapid tryptophan depletion (RTD) causes alterations in a consistent constellation of cognitive processes in the general absence of mood deterioration. This study aimed to investigate possible neural mechanisms underlying this relative dissociation by measuring the effects of reduced 5-HT on regional cerebral blood flow (rCBF). A total of 16 healthy, euthymic male subjects (mean age 39±9 years) without a personal or family history of affective disorder had mood ratings and single photon emission computed tomography scans with the rCBF tracer 99mTc-HMPAO under reduced 5-HT (RTD) and control conditions. Across individuals, modest positive and negative changes in subjective happiness associated with RTD were significantly correlated with change of rCBF in a cluster comprising subgenual (affective) anterior cingulate cortex (ACC) and associated regions (Brodmanns area (BA) 25, posterior BA11 and 47, caudate nucleus and ventral striatum; SPM99 p<0.05, corrected). The covariation was such that increasing sadness was associated with increased rCBF and vice versa. Independent of mood change, RTD was associated with reduced rCBF in the dorsal (cognitive) ACC (BA32; SPM99 p<0.05, corrected). The subgenual prefrontal cortex and dorsal ACC are important components of the ventral and dorsal neural systems that regulate and integrate affective and cognitive functions. The results therefore suggest that the dissociation between affective and cognitive consequences of RTD may possibly be attributable to differential effects of reduced 5-HT on these neural systems.

Rapid Tryptophan Depletion Improves Decision-Making Cognition in Healthy Humans without Affecting Reversal Learning or Set Shifting

Rapid tryptophan (Trp) depletion (RTD) has been reported to cause deterioration in the quality of decision making and impaired reversal learning, while leaving attentional set shifting relatively unimpaired. These findings have been attributed to a more powerful neuromodulatory effect of reduced 5-HT on ventral prefrontal cortex (PFC) than on dorsolateral PFC. In view of the limited number of reports, the aim of this study was to independently replicate these findings using the same test paradigms. Healthy human subjects without a personal or family history of affective disorder were assessed using a computerized decision making/gambling task and the CANTAB ID/ED attentional set-shifting task under Trp-depleted (n=17; nine males and eight females) or control (n=15; seven males and eight females) conditions, in a double-blind, randomized, parallel-group design. There was no significant effect of RTD on set shifting, reversal learning, risk taking, impulsivity, or subjective mood. However, RTD significantly altered decision making such that depleted subjects chose the more likely of two possible outcomes significantly more often than controls. This is in direct contrast to the previous report that subjects chose the more likely outcome significantly less often following RTD. In the terminology of that report, our result may be interpreted as improvement in the quality of decision making following RTD. This contrast between studies highlights the variability in the cognitive effects of RTD between apparently similar groups of healthy subjects, and suggests the need for future RTD studies to control for a range of personality, family history, and genetic factors that may be associated with 5-HT function.

Sustained Recreational Use of Ecstasy Is Associated with Altered Pre and Postsynaptic Markers of Serotonin Transmission in Neocortical Areas: A PET Study with [11C]DASB and [11C]MDL 100907

3,4-Methylenedioxymethamphetamine (MDMA), the main psychoactive component of the recreational drug ecstasy, is a potent serotonin (5-HT) releaser. In animals, MDMA induces 5-HT depletion and toxicity in 5-HT neurons. The aim of this study was to investigate both presynaptic (5-HT transporter, SERT) and postsynaptic (5-HT2A receptor) markers of 5-HT transmission in recently abstinent chronic MDMA users compared with matched healthy controls. We hypothesized that MDMA use is associated with lower SERT density and concomitant upregulation of 5-HT2A receptors. Positron emission tomography studies using the SERT ligand [11C]DASB and the 5-HT2A receptor ligand [11C]MDL 100907 were evaluated in 13 current and recently detoxified MDMA users and 13 matched healthy controls. MDMA users reported a mean duration of ecstasy use of 8 years, regular exposure, and at least 2 weeks of abstinence before the scans. SERT and 5-HT2A receptor availability (binding potential, BPND) were analyzed with a two-tissue compartment model with arterial input function. Current recreational MDMA use was significantly associated with lower SERT BPND and higher 5-HT2A receptor BPND in cortical, but not subcortical regions. Decreased SERT BPND was regionally associated with upregulated 5-HT2A receptor BPND. In light of the animal literature, the most parsimonious interpretation is that repeated exposure to MDMA in humans, even in moderate amounts, leads to damage in 5-HT neuron terminals innervating the cortex. Alterations in mood, cognition, and impulse control associated with these changes might contribute to sustain MDMA use. The reversibility of these changes upon abstinence remains to be firmly established.

Pre- and Postsynaptic Serotonergic Differences in Males with Extreme Levels of Impulsive Aggression Without Callous Unemotional Traits: A Positron Emission Tomography Study Using 11C-DASB and 11C-MDL100907

BACKGROUND Impulsive aggression (IA) in adults is associated with brain serotonin (5-HT) system abnormalities and is more common following childhood adversity. Within aggressive behavior, IA and callous unemotional (CU) traits are core components of differentiable factors with opposing 5-HT abnormalities. We aimed to investigate 5-HT abnormalities in IA and potential correlations with severity of childhood adversity while controlling for confounding 5-HT effects of high CU traits and mental disorders. METHODS Healthy male subjects (mean age 34 ± 9 years) without high CU traits were recruited with IA ratings in the high (n = 14) and low (n = 13) population extremes. Serotonin transporter (SERT) and 5-HT(2A) receptor availability was measured in multiple brain regions using positron emission tomography with (11)C-DASB and (11)C-MDL100907, respectively, and compared between high-IA and low-IA groups. Correlations were measured between SERT and 5-HT(2A) receptor availability, impulsivity and aggression, and childhood adversity. RESULTS Compared with the low-IA group, SERT were significantly higher in brainstem regions in the high-IA group (by 29.0% ± 11.4%) and modestly lower across cortical regions (by 11.1% ± 6.0%), whereas 5-HT(2A) receptors were also modestly lower (by 8.6% ± 4.0%). Across all subjects, brainstem SERT were significantly positively correlated with impulsivity, aggression, and childhood trauma ratings. Within the high-IA group, higher brainstem SERT was most strongly predicted by severity of childhood trauma (r = .76 in midbrain). CONCLUSIONS Pre-and postsynaptic 5-HT differences are present in men with high levels of IA and are strongly suggestive of a persisting effect of childhood adversity on serotonergic neurodevelopment and emotional-behavioral control.

Extended characterisation of the serotonin 2A (5-HT2A) receptor-selective PET radiotracer 11C-MDL100907 in humans: Quantitative analysis, test–retest reproducibility, and vulnerability to endogenous 5-HT tone

INTRODUCTION Scanning properties and analytic methodology of the 5-HT2A receptor-selective positron emission tomography (PET) tracer 11C-MDL100907 have been partially characterised in previous reports. We present an extended characterisation in healthy human subjects. METHODS 64 11C-MDL100907 PET scans with metabolite-corrected arterial input function were performed in 39 healthy adults (18-55 years). 12 subjects were scanned twice (duration 150 min) to provide data on plasma analysis, model order estimation, and stability and test-retest characteristics of outcome measures. All other scans were 90 min duration. 3 subjects completed scanning at baseline and following 5-HT2A receptor antagonist medication (risperidone or ciproheptadine) to provide definitive data on the suitability of the cerebellum as reference region. 10 subjects were scanned under reduced 5-HT and control conditions using rapid tryptophan depletion to investigate vulnerability to competition with endogenous 5-HT. 13 subjects were scanned as controls in clinical protocols. Pooled data were used to analyse the relationship between tracer injected mass and receptor occupancy, and age-related decline in 5-HT2A receptors. RESULTS Optimum analytic method was a 2-tissue compartment model with arterial input function. However, basis function implementation of SRTM may be suitable for measuring between-group differences non-invasively and warrants further investigation. Scan duration of 90 min achieved stable outcome measures in all cortical regions except orbitofrontal which required 120 min. Binding potential (BPP and BPND) test-retest variability was very good (7-11%) in neocortical regions other than orbitofrontal, and moderately good (14-20%) in orbitofrontal cortex and medial temporal lobe. Saturation occupancy of 5-HT2A receptors by risperidone validates the use of the cerebellum as a region devoid of specific binding for the purposes of PET. We advocate a mass limit of 4.6 μg to remain below 5% receptor occupancy. 11C-MDL100907 specific binding is not vulnerable to competition with endogenous 5-HT in humans. Paradoxical decreases in BPND were found in right prefrontal cortex following reduced 5-HT, possibly representing receptor internalisation. Mean age-related decline in brain 5-HT2A receptors was 14.0±5.0% per decade, and higher in prefrontal regions. CONCLUSIONS Our data confirm and extend support for 11C-MDL100907 as a PET tracer with very favourable properties for quantifying 5-HT2A receptors in the human brain.

Brain serotonin transporter occupancy by oral sibutramine dosed to steady state: a PET study using 11C-DASB in healthy humans

Sibutramine is a centrally acting monoamine reuptake inhibitor prescribed as an appetite suppressant in the management of obesity. Its effects are mostly attributable to serotonin and norepinephrine transporter (SERT and NET, respectively) inhibition by its potent metabolites mono-desmethylsibutramine (M1) and di-desmethylsibutramine (M2). However, there is a paucity of in vivo data in humans about mechanisms underlying both clinical efficacy and the dose-independent non-response observed in a minority of patients. Twelve healthy male patients (mean age 41 years) completed a double-blind, placebo-controlled, within-subject crossover investigation of brain SERT occupancy by sibutramine 15 mg daily at steady state. Correlations were measured between occupancy and (i) plasma concentrations of sibutramine, M1 and M2; (ii) appetite suppression. 11C-DASB PET scans were performed on the HRRT camera. Binding potentials (BPND) were calculated by the Logan reference tissue (cerebellum) method. SERT occupancy was modest (mean 30±10%), was similar across brain regions, but varied widely across subjects (15–46%). Occupancy was correlated positively (p=0.09) with M2 concentration, but not with sibutramine or M1. No significant appetite suppression was seen at <25% occupancy and greatest suppression was associated with highest occupancy (25–46%). However, several subjects with occupancy (36–39%) in the higher range had no appetite suppression. SERT occupancy by clinical doses of sibutramine is of modest magnitude and may be mediated predominantly by M2 in humans. 5-HT reuptake inhibition may be necessary but is not sufficient for sibutramines efficacy in humans, supporting preclinical data suggesting that the hypophagic effect requires the co-inhibition of both SERT and NET.

Neuroreceptor imaging in psychiatry: theory and applications.

The ability of single photon emisssion computed tomography (SPECT) and positron emission tomography (PET) to image specific biomolecules in the living brain provides a unique tool for clinical researchers. Given this, it is not surprising that the use of neuroreceptor imaging techniques has become more widespread over the past decade. These tools are currently being used to study neurological and psychiatric disorders and to inform early‐stage drug development. The accurate derivation of receptor parameters from PET or SPECT brain activity data involves model‐based methodology. These models take into account the various sources comprising the total activity observed in the brain and fluctuations in the relative contributions from these sources over the time course of the scan. The goal of this chapter is to first present the theory underlying these models providing the reader with a conceptual framework for understanding this technique. Subsequently, we will discuss the specific methods used to generate the outcome measures from neuroreceptor studies in detail. Finally, the application of neuroreceptor imaging to the study of specific psychiatric illnesses will be reviewed.

Demonstration of cerebral perfusion abnormalities in moyamoya disease using susceptibility perfusion- and diffusion-weighted MRI

Abstract We describe the use of diffusion-weighted imaging and perfusion MRI using a contrast-medium bolus in the preoperative investigation for young man presenting with a cerebral ischaemic episode as a manifestation of moyamoya disease.

Deep brain stimulation of the periaqueductal gray releases endogenous opioids in humans

Abstract Deep brain stimulation (DBS) of the periaqueductal gray (PAG) is used in the treatment of severe refractory neuropathic pain. We tested the hypothesis that DBS releases endogenous opioids to exert its analgesic effect using [11C]diprenorphine (DPN) positron emission tomography (PET). Patients with de‐afferentation pain (phantom limb pain or Anaesthesia Dolorosa (n=5)) who obtained long‐lasting analgesic benefit from DBS were recruited. [11C]DPN and [15O]water PET scanning was performed in consecutive sessions; first without, and then with PAG stimulation. The regional cerebral tracer distribution and kinetics were quantified for the whole brain and brainstem. Analysis was performed on a voxel‐wise basis using statistical parametric mapping (SPM) and also within brainstem regions of interest and correlated to the DBS‐induced improvement in pain score and mood. Brain‐wide analysis identified a single cluster of reduced [11C]DPN binding (15.5% reduction) in the caudal, dorsal PAG following DBS from effective electrodes located in rostral dorsal/lateral PAG. There was no evidence for an accompanying focal change in blood flow within the PAG. No correlation was found between the change in PAG [11C]DPN binding and the analgesic effect or the effect on mood (POMSSV) of DBS. The analgesic effect of DBS in these subjects was not altered by systemic administration of the opioid antagonist naloxone (400 ug). These findings indicate that DBS of the PAG does indeed release endogenous opioid peptides focally within the midbrain of these neuropathic pain patients but we are unable to further resolve the question of whether this release is responsible for the observed analgesic benefit. HighlightsSequential opioid‐PET imaging study of deafferentation pain patients.All obtained analgesic benefit from deep brain stimulators (DBS) in periaqueductal grey (PAG).PET imaging with diprenorphine showed DBS reduced binding of the radioligand in the PAG.Change in binding consistent with DBS‐evoked release of endogenous opioids.