Predictive value of magnetic resonance imaging diffusion parameters using artificial intelligence in low-and intermediate-risk prostate cancer patients treated with stereotactic ablative radiotherapy: A pilot study.

INTRODUCTION: To investigate the predictive value of the pre-treatment diffusion parameters of diffusion-weighted magnetic resonance imaging (DW-MRI) using artificial intelligence (AI) for prostate-specific antigen (PSA) response in patients with low- and intermediate-risk prostate cancer (PCa) treated with stereotactic ablative radiotherapy (SABR). METHODS: Retrospective evaluation was performed for 30 patients using pre-treatment multi-parametric MR image datasets between 2017 and 2021. MR-based mean- and minimum apparent diffusion coefficients (ADCmean, ADCmin) were calculated for the intraprostatic dominant lesion. Therapeutic response was assessed using PSA levels. Predictive performance was assessed by the receiver operating characteristic (ROC) analysis. Statistics performed with a significance level of p ≤ 0.05. RESULTS: No biochemical relapse was detected after a median follow-up of twenty-three months (range: 3-50), with a median PSA of 0.01 ng/ml (range: 0.006-2.8) at the last examination. Significant differences were observed between the pre-treatment ADCmean, ADCmin parameters, and the group averages of patients with low and high 1-year-PSA measurements (p < 0.0001, p < 0.0001). In prediction, the random forest (RF) model outperformed the decision tree (DT) and support vector machine (SVM) models by yielding area under the curves (AUC), with 0.722, 0.685, and 0.5, respectively. CONCLUSION: Our findings suggest that pre-treatment MR diffusion data may predict therapeutic response using the novel approach of machine learning in PCa patients treated with SABR. IMPLICATIONS FOR PRACTICE: Clinicians shall measure and implement the evaluation of the suggested parameters (ADCmin, ADCmean) to provide the most accurate therapy for the patient.

Using dispersion models at microscale to assess long-term air pollution in urban hot spots: A FAIRMODE joint intercomparison exercise for a case study in Antwerp.

In the framework of the Forum for Air Quality Modelling in Europe (FAIRMODE), a modelling intercomparison exercise for computing NO2 long-term average concentrations in urban districts with a very high spatial resolution was carried out. This exercise was undertaken for a district of Antwerp (Belgium). Air quality data includes data recorded in air quality monitoring stations and 73 passive samplers deployed during one-month period in 2016. The modelling domain was 800 × 800 m2. Nine modelling teams participated in this exercise providing results from fifteen different modelling applications based on different kinds of model approaches (CFD - Computational Fluid Dynamics-, Lagrangian, Gaussian, and Artificial Intelligence). Some approaches consisted of models running the complete one-month period on an hourly basis, but most others used a scenario approach, which relies on simulations of scenarios representative of wind conditions combined with post-processing to retrieve a one-month average of NO2 concentrations. The objective of this study is to evaluate what type of modelling system is better suited to get a good estimate of long-term averages in complex urban districts. This is very important for air quality assessment under the European ambient air quality directives. The time evolution of NO2 hourly concentrations during a day of relative high pollution was rather well estimated by all models. Relative to high resolution spatial distribution of one-month NO2 averaged concentrations, Gaussian models were not able to give detailed information, unless they include building data and street-canyon parameterizations. The models that account for complex urban geometries (i.e. CFD, Lagrangian, and AI models) appear to provide better estimates of the spatial distribution of one-month NO2 averages concentrations in the urban canopy. Approaches based on steady CFD-RANS (Reynolds Averaged Navier Stokes) model simulations of meteorological scenarios seem to provide good results with similar quality to those obtained with an unsteady one-month period CFD-RANS simulations.

Current-driven writing process in antiferromagnetic Mn2Au for memory applications.

Current pulse driven Néel vector rotation in metallic antiferromagnets is one of the most promising concepts in antiferromagnetic spintronics. We show microscopically that the Néel vector of epitaxial thin films of the prototypical compound Mn2Au can be reoriented reversibly in the complete area of cross shaped device structures using single current pulses. The resulting domain pattern with aligned staggered magnetization is long term stable enabling memory applications. We achieve this switching with low heating of ≈20 K, which is promising regarding fast and efficient devices without the need for thermal activation. Current polarity dependent reversible domain wall motion demonstrates a Néel spin-orbit torque acting on the domain walls.

Burnout among oncologists, nurses, and radiographers working in oncology patient care during the COVID-19 pandemic.

INTRODUCTION: Oncology care professionals are exposed to high levels of stress that can lead to burnout. The aim of this study was to investigate the prevalence of burnout among nurses, oncologists and radiographers working in oncology patient care during the COVID -19 pandemic. METHODS: Our electronic questionnaire was sent to e-mail contacts registered in the system of the Hungarian Society of Oncologists and to all oncology staff via an internal information system in each cancer center. Burnout was measured using the Maslach Burnout Inventory, which measures depersonalization (DP), emotional exhaustion (EE), and personal accomplishment (PA). Demographic and work-related characteristics were collected in our self-designed questionnaire. Descriptive statistics, chi-square tests, two-sample t-tests, analyzes of variance, Mann-Whitney and Kruskal-Wallis tests were performed. RESULTS: A total of 205 oncology care workers' responses were analyzed. Oncologists (n = 75) were found to be significantly more committed to DP and EE (p = 0.001; p = 0.001). Working more than 50 h per week and being on-call had a negative effect on the EE dimension (p = 0.001; p = 0.003). Coming up with the idea of working abroad had a negative effect on all three dimensions of burnout (p ≤ 0.05). Respondents who did not leave their job due to their current life situation had significantly higher DE, EE, and lower PA (p ≤ 0.05). Intention to leave current profession was specific in (n = 24/78; 30.8%) of nurses (p = 0.012). CONCLUSION: Our results suggest that male gender, being an oncologist, working more than 50 h per week and taking on call duties have a negative impact on individual burnout. Future measures to prevent burnout should be integrated into the professionals' work environment, regardless of the impact of the current pandemic. IMPLICATIONS FOR PRACTICE: Prevention and oncopsychological training should be developed gradually at the organisational or personal level to avoid early burnout of professionals.

Effect of surface gallium termination on the formation and emission energy of an InGaAs wetting layer during the growth of InGaAs quantum dots by droplet epitaxy.

Self-assembled quantum dots (QDs) based on III-V semiconductors have excellent properties for applications in quantum optics. However, the presence of a 2D wetting layer (WL) which forms during the Stranski-Krastanov growth of QDs can limit their performance. Here, we investigate WL formation during QD growth by the droplet epitaxy technique. We use a combination of photoluminescence excitation spectroscopy, lifetime measurements, and transmission electron microscopy to identify the presence of an InGaAs WL in these droplet epitaxy QDs, even in the absence of distinguishable WL luminescence. We observe that increasing the amount of Ga deposited on a GaAs (100) surface prior to the growth of InGaAs QDs leads to a significant reduction in the emission wavelength of the WL to the point where it can no longer be distinguished from the GaAs acceptor peak emission in photoluminescence measurements. However increasing the amount of Ga deposited does not suppress the formation of a WL under the growth conditions used here.

Readout of an antiferromagnetic spintronics system by strong exchange coupling of Mn2Au and Permalloy.

In antiferromagnetic spintronics, the read-out of the staggered magnetization or Néel vector is the key obstacle to harnessing the ultra-fast dynamics and stability of antiferromagnets for novel devices. Here, we demonstrate strong exchange coupling of Mn2Au, a unique metallic antiferromagnet that exhibits Néel spin-orbit torques, with thin ferromagnetic Permalloy layers. This allows us to benefit from the well-established read-out methods of ferromagnets, while the essential advantages of antiferromagnetic spintronics are only slightly diminished. We show one-to-one imprinting of the antiferromagnetic on the ferromagnetic domain pattern. Conversely, alignment of the Permalloy magnetization reorients the Mn2Au Néel vector, an effect, which can be restricted to large magnetic fields by tuning the ferromagnetic layer thickness. To understand the origin of the strong coupling, we carry out high resolution electron microscopy imaging and we find that our growth yields an interface with a well-defined morphology that leads to the strong exchange coupling.

Alteration of Mesopontine Cholinergic Function by the Lack of KCNQ4 Subunit.

The pedunculopontine nucleus (PPN), a structure known as a cholinergic member of the reticular activating system (RAS), is source and target of cholinergic neuromodulation and contributes to the regulation of the sleep-wakefulness cycle. The M-current is a voltage-gated potassium current modulated mainly by cholinergic signaling. KCNQ subunits ensemble into ion channels responsible for the M-current. In the central nervous system, KCNQ4 expression is restricted to certain brainstem structures such as the RAS nuclei. Here, we investigated the presence and functional significance of KCNQ4 in the PPN by behavioral studies and the gene and protein expressions and slice electrophysiology using a mouse model lacking KCNQ4 expression. We found that this mouse has alterations in the adaptation to changes in light-darkness cycles, representing the potential role of KCNQ4 in the regulation of the sleep-wakefulness cycle. As cholinergic neurons from the PPN participate in the regulation of this cycle, we investigated whether the cholinergic PPN might also possess functional KCNQ4 subunits. Although the M-current is an electrophysiological hallmark of cholinergic neurons, only a subpopulation of them had KCNQ4-dependent M-current. Interestingly, the absence of the KCNQ4 subunit altered the expression patterns of the other KCNQ subunits in the PPN. We also determined that, in wild-type animals, the cholinergic inputs of the PPN modulated the M-current, and these in turn can modulate the level of synchronization between neighboring PPN neurons. Taken together, the KCNQ4 subunit is present in a subpopulation of PPN cholinergic neurons, and it may contribute to the regulation of the sleep-wakefulness cycle.

Comparing intermediate-term hearing results of NiTiBOND and Nitinol prostheses in stapes surgery.

OBJECTIVE: To statistically analyse the hearing thresholds of two cohorts undergoing stapedotomy for otosclerosis with two different prostheses. METHOD: A retrospective study was conducted comparing NiTiBOND (n = 53) and Nitinol (n = 38) prostheses. RESULTS: Average follow-up duration was 4.1 years for NiTiBOND and 4.4 years for Nitinol prostheses. The post-operative air-bone gap was 10 dB or less, indicating clinical success. The p-values for differences between (1) pre- and post-operative values in the NiTiBOND group, (2) pre- and post-operative values in the Nitinol group, (3) pre-operative values and (4) post-operative values in the two groups were: air-bone gap - p < 0.001, p < 0.001, p = 0.631 and p = 0.647; four-frequency bone conduction threshold - p = 0.076, p = 0.129, p < 0.001 and p = 0.005; four-frequency air conduction threshold - p < 0.001, p < 0.001, p = 0.043 and p = 0.041; three-frequency (1, 2 and 4 kHz) bone conduction threshold pre-operatively - p = 0.639, p = 0.495, p = 0.001 and p = 0.01; and air conduction threshold at 4 kHz: - p < 0.001, p < 0.001, p = 0.03 and p = 0.058. CONCLUSION: Post-operative audiological outcomes for NiTiBOND and Nitinol were comparable.

Real world data on adjuvant treatment of older HER2-positive breast cancer patients - A single institution experience through 8 years.

BACKGROUND: The large randomized trials on trastuzumab for primary breast cancer (BC) included few old patients. With exception of endocrine treatment, trials on adjuvant therapy for the old group specifically are scarce. AIMS: To compare adjuvant treatment, recurrences and survival in old and older-old patients with primary HER2 positive BC. MATERIAL AND METHODS: Patients ≥ 70 years with diagnose of primary HER2 positive BC from 2008 through 2015 were included in this retrospective non-randomized investigation. Standard clinical and biological data (age, surgery, tumor size, nodal status, histopathological grade, vascular invasion, expression of hormone receptors, recurrences and death) were extracted from patient's charts. Comparisons were performed according to age (old; 70-74 years vs older old; ≥ 75 years) and treatment with trastuzumab or not. Patients that initiated adjuvant trastuzumab but did not complete one year (n = 8) were included in the trastuzumab group in survival analyzes. Recurrence-free survival (RFS) and overall survival (OS) were calculated in uni- and multivariate analyses. RESULTS: A total of 115 patients were registered, eleven patients had distant metastasis and seven were omitted from all treatment including primary surgery due to serious concomitant illness and a poor general condition leaving 97 patients for analysis. There were no differences between the groups (70-74; n = 40), (≥75; n = 57) in tumor size (p = 0.86), nodal status (p = 0.10), ER (p = 0.25), PgR (p = 1.0) or vascular invasion (p = 1.0). A lower proportion of patients ≥ 75 years received adjuvant trastuzumab (21% versus 70%, p < 0.001). Adjuvant trastuzumab improved RFS (p = 0.027) and OS (p = 0.002) in univariate analyses. The corresponding figures in multivariate analysis adjusted for tumor size, nodal status and grade were RFS (p = 0.0052) and OS (p = 0.0003) respectively. Brain was the most common site of distant metastasis (15% of patients at first recurrence). CONCLUSIONS: We show a large difference in delivered adjuvant treatment between old and older old patients with a small proportion of patients aged 75 years or more receiving HER2 directed therapy that resulted in a worse survival. The vast majority can complete the planned treatment. Our results indicate that brain metastases is common also among older patients.

Off-axis electron holography of Néel-type skyrmions in multilayers of heavy metals and ferromagnets.

Magnetic skyrmions are complex swirling spin structures that are of interest for applications in energy-efficient memories and logic technologies. Multilayers of heavy metals and ferromagnets have been shown to host magnetic skyrmions at room temperature. Lorentz transmission electron microscopy is often used to study magnetic domain structures in multilayer samples using mainly Fresnel defocus imaging. Here, off-axis electron holography is used to obtain in-focus electron optical phase images of Néel-type domains and skyrmions in an Ir/Fe/Co/Pt multilayer sample. The preparation of the sample, reconstruction of the holograms and influence of sample tilt angle on the signal-to-noise ratio in the phase images are discussed. A good agreement is found between images of individual skyrmions that are stabilized using an external magnetic field and simulated images based on theoretical models of Néel-type skyrmions.

The role of D2 dopamine receptors in oxytocin induced place preference and anxiolytic effect.

Neuropeptide oxytocin (OT) is involved in the regulation of social and non-social behaviour. The central nucleus of amygdala (CeA), part of the limbic system, plays an important role in learning, memory, anxiety and reinforcing mechanisms. CeA has been shown to be rich in OT receptors in rodents. Our previous findings indicated that OT in the rat CeA has a dose dependent rewarding and anxiolytic effect. The aim of our present study was to examine in the CeA the possible interaction of OT and D2 dopamine (DA) receptor antagonist Sulpiride on reinforcement in place preference test and on anxiety in elevated plus maze test. Wistar rats were microinjected bilaterally with 10 ng OT. In different group of animals 4 µg D2 DA receptor antagonist was applied. Other animals received D2 DA receptor antagonist 15 min before 10 ng OT treatment or vehicle solution into the CeA. Rats receiving 10 ng OT spent significantly longer time in the treatment quadrant during the test session in conditioned place preference test. Prior treatment with D2 DA receptor antagonist blocked the rewarding effects of OT. Antagonist in itself did not influence the time rats spent in the treatment quadrant. In elevated plus maze test, rats receiving 10 ng OT spent significantly longer time on the open arms. Prior treatment with D2 DA receptor antagonist blocked the effects of OT. Our results show that DA system plays a role in positive reinforcing and anxiolytic effects of OT because D2 DA receptor antagonist can block these actions.

Genetic position of Hungarian Grey among European cattle and identification of breed-specific markers.

Hungarian Grey is an indigenous cattle breed that is one of the national symbols of Hungary. However, genetic description of the Hungarian Grey cattle has not yet been conducted based on whole-genome screening. Using the GeneSeek high-density Bovine SNP (single nucleotide polymorphism) 150 K BeadChip, we sampled the genome of 36 Hungarian Grey, 12 Maremmana, 13 Hungarian Fleckvieh and 5 Holstein-Friesian cattle for population studies and used data of 139 other cattle from an additional dataset created on European cattle breeds (Upadhyay et al.2017. Heredity 118, 169-176). The performance of a multidimensional scaling plot showed that Hungarian Grey clustered independently from other European cattle. The number and total length of runs of homozygosity (ROH) is similar or slightly below the value of other European cattle; FROH coefficients (proportion of the autosomal genome covered by ROH) are similar to Maremmana and Maronesa. The frequency of ROH does not show increased values as it can be noticed in Heck and Maltese. These results indicate that the Hungarian Grey cattle have been successfully maintained avoiding negative genetic effects, and reflect the uniqueness among European cattle. The identification of breed-specific loci has been aimed at differentiating Hungarian Grey (n = 136 in this case) from other cattle breeds (n = 169). Ten loci (-log10P > 5) were identified as markers capable for differentiation of Hungarian Grey. These markers are located on chromosomes 6, 14, 15, 16, 20 and 24.

Effect of annealing on the magnetic states of FEBID-grown cobalt nanopatterns examined by off-axis electron holography.

The growth of cobalt nanopatterns (NPs) using focused electron-beam induced deposition (FEBID) for localised magnetic studies is presented. The initial FEBID products are shown to be polycrystalline and form hetero-structured core-shell NPs through surface oxidation. Off-axis electron holography is performed to reconstruct their morphology, thickness profile and image their individual magnetic vortex domain states. In situ annealing to 400°C promoted migration of the Co-overspray to grow the Co NPs and improved their crystallinity through coarsening, as well as induced diffusion of embedded carbon out of their surface. It is found that the change in their morphology and chemical instability under heating restricts their suitability for examining thermally induced magnetic variations. LAY DESCRIPTION: In this paper, electron microscopy is used to deposit magnetic cobalt nanopatterns and characterise the effect of in-situ heating on their chemistry, structure and magnetic properties. The electron beam of the secondary electron microscope is used to dissociate an injected precursor gas near the SiN membrane substrate of in-situ transmission electron microscopy (TEM) chips and locally deposit the elemental Co in circular patterns ∼ 90 nm in diameter. TEM reveals formation of a Co-oxide shell and embedding of carbon from the precursor gas during growth. The technique of electron holography is used to image the magnetism of the core-shell Co / Co-oxide nanopatterns, which are shown to exhibit magnetic vortex states. In-situ annealing results in migration of the Co overspray to increase their height and carbon diffusion from their surface, as well as change in their original magnetic state through change of orientation. It is found that the change in the morphology and chemistry of Co nanopatterns under heating limits their use for studying the effect of temperature on their magnetism in isolation.

When does shared decision making is adopted in psychiatric clinical practice? Results from a European multicentric study.

To identify factors associated with the use of shared decision making in routine mental health care in a large multicenter European study. Data have been collected within the study "Clinical decision making and outcome in routine care for people with severe mental illness" (CEDAR), which is a naturalistic, longitudinal, observational study carried out in six European countries. Patients with a severe mental illness attending outpatient units and their treating clinicians have been recruited. Clinicians' Clinical Decision Making (CDM) styles have been explored through the Clinical Decision Making Style Scale. Patients' clinical and social outcomes have been assessed through validated assessment instruments. The sample consisted of 588 patients and 213 professionals. Professionals were mainly psychiatrists (35.7%), nurses (21.6%), support workers, social workers or occupational therapists (24.9%), psychologists (9.9%) or trainees in psychiatry (4.7%). In the majority of cases, clinicians adopted a shared CDM style. Shared CDM was more frequently adopted with patients with psychotic disorders, with a better quality of life and social functioning. At multivariate analyses, the likelihood of adopting shared decision making increased in patients with higher levels of interpersonal relationships' skills (p < 0.05) and global functioning (p < 0.01). On the contrary, being a trainee in psychiatry reduced the likelihood of adopting shared CDM (p < 0.008). Shared decision making has been adopted mainly when patients have a better functioning and less severe clinical symptomatology and by less trained clinicians, differently from national and international recommendations. More efforts should be made to implement interventions to promote shared CDM, with a specific focus for trainees in psychiatry.

Correction to: Abstracts : 31st European Congress of Pathology.

The name of the co-author of MD-05-001 (page S62) should be presented as 'S. Vári-Kakas' instead of 'I.î Vári-Kakas' in the authorship group. The name has been corrected in the authorship group shown above.

#EUROmicroMOOC: using Twitter to share trends in Microbiology worldwide.

Twitter is one of the most popular social media networks that, in recent years, has been increasingly used by researchers as a platform to share science and discuss ongoing work. Despite its popularity, Twitter is not commonly used as a medium to teach science. Here, we summarize the results of #EUROmicroMOOC: the first worldwide Microbiology Massive Open Online Course taught in English using Twitter. Content analytics indicated that more than 3 million users saw posts with the hashtag #EUROmicroMOOC, which resulted in over 42 million Twitter impressions worldwide. These analyses demonstrate that free Microbiology MOOCs shared on Twitter are valuable educational tools that reach broad audiences throughout the world. We also describe our experience teaching an entire Microbiology course using Twitter and provide recommendations when using social media to communicate science to a broad audience.

Characterization of functional subgroups among genetically identified cholinergic neurons in the pedunculopontine nucleus.

The pedunculopontine nucleus (PPN) is a part of the reticular activating system which is composed of cholinergic, glutamatergic and GABAergic neurons. Early electrophysiological studies characterized and grouped PPN neurons based on certain functional properties (i.e., the presence or absence of the A-current, spike latency, and low threshold spikes). Although other electrophysiological characteristics of these neurons were also described (as high threshold membrane potential oscillations, great differences in spontaneous firing rate and the presence or absence of the M-current), systematic assessment of these properties and correlation of them with morphological markers are still missing. In this work, we conducted electrophysiological experiments on brain slices of genetically identified cholinergic neurons in the PPN. Electrophysiological properties were compared with rostrocaudal location of the neuronal soma and selected morphometric features obtained with post hoc reconstruction. We found that functional subgroups had different proportions in the rostral and caudal subregions of the nucleus. Neurons with A-current can be divided to early-firing and late-firing neurons, where the latter type was found exclusively in the caudal subregion. Similar to this, different parameters of high threshold membrane potential oscillations also showed characteristic rostrocaudal distribution. Furthermore, based on our data, we propose that high threshold oscillations rather emerge from neuronal somata and not from the proximal dendrites. In summary, we demonstrated the existence and spatial distribution of functional subgroups of genetically identified PPN cholinergic neurons, which are in accordance with differences found in projection and in vivo functional findings of the subregions. Being aware of functional differences of PPN subregions will help the design and analysis of experiments using genetically encoded opto- and chemogenetic markers for in vivo experiments.

Asymmetric alloy formation at the Fe-on-Ti and Ti-on-Fe interfaces.

The Fe-on-Ti and Ti-on-Fe interfaces were studied experimentally by Mössbauer spectroscopy (MS), transmission electron microscopy (TEM) and x-ray reflectometry (XRR) on Ti/Fe/Ti trilayers grown on Si(1 1 1) substrates by vacuum evaporation. The nanoscale structure and composition were explored in cross sections using TEM, the layer structure and the interface widths by specular x-ray reflectometry. MS was applied to identify the interface alloy phases and to determine the pure and alloyed Fe layer fractions. The experimental results were compared with molecular dynamics (MD) simulations of layer growth on Fe or Ti underlayers of different orientations. The concentration distributions provided by MD simulations show an asymmetry at the interfaces in the layer growth direction. The transition is atomically sharp at the Ti-on-Fe interface for the (0 0 1) and (1 1 0) crystallographic orientations of the Fe underlayer, while it spreads over a few atomic layers for Fe(1 1 1) underlayer and for all studied Ti underlayer orientations at the Fe-on-Ti interface. MS and XRR data on Ti/Fe/Ti trilayers confirm the asymmetry between the bottom and top Fe interface, but the inferred interface widths considerable exceed those deduced from the MD simulations.