Evaluation of a 2D UNet-Based Attenuation Correction Methodology for PET/MR Brain Studies

Journal of Digital Imaging - Deep learning (DL) strategies applied to magnetic resonance (MR) images in positron emission tomography (PET)/MR can provide synthetic attenuation correction (AC) maps,...     

Psychophysiological reactivity,depression, neuroticism and type a behaviour: An interactive effect?

The greater reactivity in Type A subjects is a controversial issue. It is possible that anxiety, neuroticism and depression interact with Type A behaviour pattern, giving rise to different psychophysiological reactivity. To evaluate this hypothesis we studied 70 Italian healthy male volunteers. All were blue-collar workers. Cardiac health was confirmed by a detailed family and medical history. Individual assessment included the Structured Interview, the Eysenck Personality Questionnaire (EPQ), the State-Trait Anxiety Inventory (STAI) and the Depression Questionnaire (QD). To assess cardiac (rate-pressure product) and electrodermic (skin conductance level) psychophysiological reactivity we used the following tasks: (1) Interactive Concentration Test (ICT); (2) Mental Arithmetic (MAT); (3) Workside Noises (WN). In Type A (A1 + A2) subjects a higher neuroticism score was associated with greater reactivity whereas in non A (X + B) subjects a lower neuroticism score was associated with greater reactivity. Subjects classified as Type A with lower depression scores had greater cardiovascular responses, whereas in non A subjects higher depression scores were associated with greater reactivity.     

Neural control of fast-regular saccades and antisaccades: an investigation using positron emission tomography

 Regional cerebral blood flow changes related to the performance of two oculomotor tasks and a central fixation task were compared in ten healthy human subjects. The tasks were: (a) performance of fast-regular saccades; (b) performance of voluntary antisaccades away from a peripheral cue; (c) passive maintenance of central visual fixation in the presence of irrelevant peripheral stimulation. The saccadic task was associated with a relative increase in activity in a number of occipitotemporal areas. Compared with both the fixation and the saccadic task, the performance of antisaccades activated a set of areas including: the superior and inferior parietal lobules, the precentral and prefrontal cortex, the cingulate cortex, and the supplementary motor area. The results of the present study suggest that: (a) compared with self-determined saccadic responses the performance of fast regular, reflexive saccades produces a limited activation of the frontal eye fields; (b) in the antisaccadic task the inferior parietal lobes subserve operations of sensory-motor integration dealing with attentional disengagement from the initial peripheral cue (appearing at an invalid spatial location) and with the recomputation of the antisaccadic vector on the basis of the wrong (e.g., spatially opposite) information provided by the same cue. Received: 20 May 1996 / Accepted: 28 January 1997     

Enhanced 3D PET OSEM reconstruction using inter-update Metz filtering

We present an enhancement of the OSEM (ordered set expectation maximization) algorithm for 3D PET reconstruction, which we call the inter-update Metz filtered OSEM (IMF-OSEM). The IMF-OSEM algorithm incorporates filtering action into the image updating process in order to improve the quality of the reconstruction. With this technique, the multiplicative correction image--ordinarily used to update image estimates in plain OSEM--is applied to a Metz-filtered version of the image estimate at certain intervals. In addition, we present a software implementation that employs several high-speed features to accelerate reconstruction. These features include, firstly, forward and back projection functions which make full use of symmetry as well as a fast incremental computation technique. Secondly, the software has the capability of running in parallel mode on several processors. The parallelization approach employed yields a significant speed-up, which is nearly independent of the amount of data. Together, these features lead to reasonable reconstruction times even when using large image arrays and non-axially compressed projection data. The performance of IMF-OSEM was tested on phantom data acquired on the GE Advance scanner. Our results demonstrate that an appropriate choice of Metz filter parameters can improve the contrast-noise balance of certain regions of interest relative to both plain and post-filtered OSEM, and to the GE commercial reprojection algorithm software.     

A case of hypereosinophilic syndrome is associated with the expansion of a CD3-CD4+ T-cell population able to secrete large amounts of interleukin-5

Interleukin-5 (IL-5) is the major soluble factor able to mediate hypereosinophilia. We report a case of hypereosinophilic syndrome in which the presence of a population of CD3-CD4+ cells able to overproduce IL-5 was shown. The lack of CD3 and TCRAB membrane expression on otherwise phenotypically normal mature T lymphocytes together with the absence of detectable TCRBV mRNA and clonal rearrangement of TCRB gene suggested that the abnormal lymphocyte population was the expression of a peripheral T-cell lymphoma with an indolent clinical course. Peripheral blood lymphocytes enriched in this population were able to secrete high levels of IL-5 but not IL-4, and no IL-2 or interferon-gamma, when stimulated in vitro with phytohemagglutinin and phorbol myristate acetate. The serum contained eosinophil survival factors whose activity was partially neutralized by a specific antihuman IL-5 antibody. This observation further emphasized the relationship between hypereosinophilic syndrome. IL-5, and T-cell lymphoproliferative disorders.     

Implementation and evaluation of a 3D one-step late reconstruction algorithm for 3D positron emission tomography brain studies using median root prior

A fully three-dimensional (3D) one-step late (OSL), maximum a posteriori (MAP) reconstruction algorithm based on the median root prior (MRP) was implemented and evaluated for the reconstruction of 3D positron emission tomography (PET) studies. The algorithm uses the ordered subsets (OS) scheme for convergence acceleration and data update during iterations. The algorithm was implemented using the software package developed within the EU project PARAPET (www.brunel.ac.uk/~masrppet). The MRP algorithm was evaluated using experimental phantom and real 3D PET brain studies. Various experimental set-ups in terms of activity distribution and counting statistics were considered. The performance of the algorithm was assessed by calculating figures of merit such as: contrast, coefficient of variation, activity ratio between two regions and full width at half of maximum for resolution measurements. The performance of MRP was compared with that of 3D ordered subsets-expectation maximisation (OSEM) and 3D re-projection (3DRP) algorithms. In all the experimental situations considered, MRP showed: (1) convergence to a stable solution, (2) effectiveness in noise reduction, particularly for low statistics data, (3) good preservation of spatial details. Compared with the OSEM and 3DRP algorithms, MRP provides comparable or better results depending on the parameters used for the reconstruction of the images.     

Evidence for antigenic selection of large granular lymphocytes in a patient with Wiskott-Aldrich syndrome

It is now recognized that CD3+ large granular lymphocyte (LGL) proliferations may be clonally derived from their normal CD3+LGL+ counterpart, but the nature of the pressure responsible for the proliferation of these cells remains unclear. We approached this problem by analyzing the diversity of the T-cell receptor repertoire of LGL developed in different clinical settings. Two of our patients had typical lymphoproliferative disorders. The third case was much more unusual, as the LGL proliferation was associated with a Wiskott-Aldrich syndrome. Our data relative to the patients with the lymphoproliferative disorders only suggest that these LGL were clonally expanded. The data relative to the patient with Wiskott-Aldrich syndrome were more unexpected, as the T-cell repertoire of the LGL appeared to have common features with that of the other T-cell populations analyzed. These LGL were characterized by the clonal expansion of a few TCRBV segments that shared common amino acid motifs in the junctional region of the T-cell receptor. This common pattern of junctional diversity associated with different TCRBV segments is, therefore, consistent with a strong on-going antigenic selection process, possibly related to the pathogenesis of Wiskott-Aldrich syndrome. Furthermore, the finding that the same TCRBV segments were also highly expanded among other T-cell subpopulations questions the malignant nature of this LGL proliferation.     

Hemispheric asymmetries and bimanual asynchrony in left- and right-handers

It is known that, when both forearms are rotated rhythmically and symmetrically, the dominant hand leads in time by about 25 ms, irrespective of movement speed. Positron emission tomography was used to test the hypothesis that the asynchrony results from a functional hemispheric asymmetry. We found that in normal, adult right-handers portions of the motor and premotor motor areas are more active in the left than in the right hemisphere. The converse pattern was observed in left-handers. The results suggest that at least some components of the neural processing involved in bimanual coordination are carried out only in the hemisphere contralateral to the dominant hand. In particular, between-hands asynchrony may reflect the time for dispatching pace-setting commands to the contralateral hemisphere.