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The thickness of the cerebral cortex can provide valuable information about normal and abnormal neuroanatomy. High resolution MRI together with powerful image processing techniques has made it possible to perform these measurements automatically over the whole brain. Here we present a method for automatically generating voxel-based cortical thickness (VBCT) maps. This technique results in maps where each voxel in the grey matter is assigned a thickness value. Sub-voxel measurements of thickness are possible using sub-sampling and interpolation of the image information. The method is applied to repeated MRI scans of a single subject from two MRI scanners to demonstrate its robustness and reproducibility. A simulated data set is used to show that small focal differences in thickness between two groups of subjects can be detected. We propose that the analysis of VBCT maps can provide results that are complementary to other anatomical analyses such as voxel-based morphometry.
The identification of pathological atrophy in MRI scans requires specialized training, which is scarce outside dedicated centers. We sought to investigate the clinical usefulness of computer-generated representations of local grey matter (GM) loss or increased volume of cerebral fluids (CSF) as normalized deviations (z-scores) from healthy aging to either aid human visual readings or directly detect pathological atrophy.
Two experienced neuroradiologists rated atrophy in 30 patients with Alzheimer's disease (AD), 30 patients with frontotemporal dementia (FTD), 30 with dementia due to Lewy-body disease (LBD) and 30 healthy controls (HC) on a three-point scale in 10 anatomical regions as reference gold standard. Seven raters, varying in their experience with MRI diagnostics rated all cases on the same scale once with and once without computer-generated volume deviation maps that were overlaid on anatomical slices. In addition, we investigated the predictive value of the computer generated deviation maps on their own for the detection of atrophy as identified by the gold standard raters.
Inter and intra-rater agreements of the two gold standard raters were substantial (Cohen's kappa κ > 0.62). The intra-rater agreement of the other raters ranged from fair (κ = 0.37) to substantial (κ = 0.72) and improved on average by 0.13 (0.57 < κ < 0.87) when volume deviation maps were displayed. The seven other raters showed good agreement with the gold standard in regions including the hippocampus but agreement was substantially lower in e.g. the parietal cortex and did not improve with the display of atrophy scores. Rating speed increased over the course of the study and irrespective of the presentation of voxel-wise deviations.
Automatically detected large deviations of local volume were consistently associated with gold standard atrophy reading as shown by an area under the receiver operator characteristic of up to 0.95 for the hippocampus region. When applying these test characteristics to prevalences typically found in a memory clinic, we observed a positive or negative predictive value close to or above 0.9 in the hippocampus for almost all of the expected cases. The volume deviation maps derived from CSF volume increase were generally better in detecting atrophy.
Our study demonstrates an agreement of visual ratings among non-experts not further increased by displaying, region-specific deviations of volume. The high predictive value of computer generated local deviations independent from human interaction and the consistent advantages of CSF-over GM-based estimations should be considered in the development of diagnostic tools and indicate clinical utility well beyond aiding visual assessments.
Understanding how to achieve efficient transduction of hematopoietic stem and progenitor cells (HSPCs), while preserving their long-term ability to self-reproduce, is key for applying lentiviral-based gene engineering methods. SAMHD1 is an HIV-1 restriction factor in myeloid and resting CD4+ T cells that interferes with reverse transcription by decreasing the nucleotide pools or by its RNase activity. Here we show that SAMHD1 is expressed at high levels in HSPCs cultured in a medium enriched with cytokines. Thus, we hypothesized that degrading SAMHD1 in HSPCs would result in more efficient lentiviral transduction rates. We used viral like particles (VLPs) containing Vpx, shRNA against SAMHD1, or provided an excess of dNTPs or dNs to study this question. Regardless of the method applied, we saw no increase in the lentiviral transduction rate. The result was different when we used viruses (HR-GFP-Vpx+) which carry Vpx and encode GFP. These viruses allow assessment of the effects of Vpx specifically in the transduced cells. Using HR-GFP-Vpx+ viruses, we observed a modest but significant increase in the transduction efficiency. These data suggest that SAMHD1 has some limited efficacy in blocking reverse transcription but the major barrier for efficient lentiviral transduction occurs before reverse transcription.
Hintergrund: Kardiovaskuläre Erkrankungen sind die Haupttodesursache in den Industrienationen. Viele betroffene Patienten haben nur ein geringes Verständnis für ihre Erkrankung. Insbesondere endovaskuläre Eingriffe überschreiten Vorstellungskraft und Verständnis der Patienten häufig um ein Vielfaches. Die ärztliche Eingriffsaufklärung soll den Patienten Einsicht über das Verfahren und mögliche Komplikationen ermöglichen, um dem Patienten autonome Entscheidungen zu erleichtern. In der einschlägigen Literatur wird vielfach diskutiert, wie sich der Aufklärungsprozess komplizierter Prozeduren, wie etwa einer Herzkatheteruntersuchung, optimieren lässt. Jüngst wurden dabei insbesondere moderne Ansätze, wie multimediale Verfahren oder interaktive Tools evaluiert, wobei diese Methoden nach aktueller Studienlage zu einer Verbesserung des Verständnisses und einer Reduktion der Untersuchungsangst führen konnten. Insbesondere Patienten mit geringem Bildungsniveau profitieren dabei von persönlichen Erfahrungen zur Verbesserung des prozeduralen Verständnisses. Diesen Ergebnissen entsprechend, macht es sich die vorliegende Arbeit zur Aufgabe, zu evaluieren, ob sich die Implementierung eines VR-Simulators in den Aufklärungsprozess einer Herzkatheteruntersuchung positiv auf Informiertheit und Untersuchungsangst bei den Patienten auswirkt.
Patienten und Methoden: Nach mündlicher Einwilligung zur Teilnahme an unserer Studie, erhielt ein Teil der Patienten zusätzlich zur herkömmlichen verbalen Aufklärung eine Demonstration des Untersuchungsablaufs einer PCI an einem VR-Simulator. Zusätzlich erhielten diese Patienten die Möglichkeit eine Katheteruntersuchung am Simulator nachzuempfinden. Für unsere Studie verwendeten wir einen VR-Simulator der Firma Xitact® (später Mentice®) mit einer Software der Firma Cathi®. Der Simulationsgruppe wurden 3 verschiedene Komplikationen mittels Abbildungen demonstriert. Im Anschluss beantworteten sowohl die konventionell, als auch die mit Simulation aufgeklärten Patienten einen von uns konzipierten Fragebogen.
Ergebnisse: Beide Gruppen fühlten sich nach der Aufklärung ausreichend informiert. Bezüglich der subjektiven Informiertheit zeigten sich keine signifikanten Unterschiede zur konventionellen Aufklärungsmethode (p=0.11). In der Kontrollgruppe bestanden nach konventioneller Aufklärung, trotz guter subjektiver Informiertheit, bei fast 90% der Patienten weiterhin offene Fragen bezüglich der Untersuchung, während sich diese Diskrepanz in der Simulationsgruppe nicht ergab (p<0.00001). Ferner standen die Patienten der Simulationsgruppe der anstehenden Untersuchung ruhiger gegenüber (0=0.049), während die Patienten der Kontrollgruppe angaben, tendenziell unruhig in die Untersuchung zu gehen (p=0.002). Es boten sich keinerlei Hinweise darauf, dass die Demonstration möglicher Komplikationen zu einer verstärkten Untersuchungsangst geführt hätte. Die Implementierung des Simulators hat sich insgesamt positiv auf das prozedurale Interesse des Patienten ausgewirkt.
Schlussfolgerung: Insgesamt hatte die Implementierung des VR Simulators in die Patientenaufklärung überwiegend positive Effekte und keinerlei negativen Effekte. Im direkten Vergleich zur konventionellen Aufklärung zeigten sich bezüglich der Informiertheit zunächst keine signifikanten Unterschiede zur konventionellen Aufklärungsmethode. Die erhobenen Daten deuten jedoch auf eine Überlegenheit der simulationsgestützten Aufklärung in Bezug auf Verständnis und Untersuchungsangst hin. Festzuhalten ist allerdings der hohe zusätzliche zeitliche Aufwand, mit dem eine simulationsgestützte Aufklärung verbunden ist. Die generelle Implementierung eines VR Simulators allein zum Zwecke der Patientenaufklärung wird daher nur bedingt empfohlen. Kliniken, die bereits über einen VR Simulator verfügen, sollten allerdings erwägen, diesen nicht nur für Ausbildungszwecke zu verwenden, sondern auch zum Zwecke der Patientenaufklärung.
Sleep impairments are a hallmark of acute bipolar disorder (BD) episodes and are present even in the euthymic state. Studying healthy subjects who are vulnerable to BD can improve our understanding of whether sleep impairment is a predisposing factor. Therefore, we investigated whether vulnerability to BD, dimensionally assessed by the hypomanic personality scale (HPS), is associated with sleep disturbances in healthy subjects. We analyzed participants from a population-based cohort who had completed the HPS and had either a 7-day actigraphy recording or a Pittsburgh sleep quality index (PSQI) assessment. In addition, subjects had to be free of confounding diseases or medications. This resulted in 771 subjects for actigraphy and 1766 for PSQI analyses. We found strong evidence that higher HPS scores are associated with greater intraindividual sleep variability, more disturbed sleep and more daytime sleepiness. In addition, factor analyses revealed that core hypomanic features were especially associated with self-reported sleep impairments. Results support the assumption of disturbed sleep as a possibly predisposing factor for BD and suggest sleep improvement as a potential early prevention target.
In recent years, the clinical usefulness of the Wada test (WT) has been debated among researchers in the field. Therefore, we aimed to assess its contribution to the prediction of change in verbal learning and verbal memory function after epilepsy surgery. Data from 56 patients with temporal lobe epilepsy who underwent WT and subsequent surgery were analyzed retrospectively. Additionally, a standard neuropsychological assessment evaluating attentional, learning and memory, visuospatial, language, and executive function was performed both before and 12 months after surgery. Hierarchical linear regression analyses were used to determine the incremental value of WT results over socio-demographic, clinical, and neuropsychological characteristics in predicting postsurgical change in patients’ verbal learning and verbal memory function. The incorporation of WT results significantly improved the prediction models of postsurgical change in verbal learning (∆R2 = 0.233, p = .032) and verbal memory function (∆R2 = 0.386, p = .005). Presurgical performance and WT scores accounted for 41.8% of the variance in postsurgical change in verbal learning function, and 51.1% of the variance in postsurgical change in verbal memory function. Our findings confirm that WT results are of significant incremental value for the prediction of postsurgical change in verbal learning and verbal memory function. Thus, the WT contributes to determining the risks of epilepsy surgery and, therefore, remains an important part of the presurgical work-up of selected patients with clear clinical indications.