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ng protocols to reduce the incidence rate of pressure injuries caused by medical device. © 2020 John Wiley & Sons Ltd.BACKGROUND The fruit fly Drosophila suzukii, or spotted wing Drosophila (SWD), has become a serious pest world-wide attacking many soft-skinned fruits. An efficient monitoring system that identifies and counts SWD in crops and their surroundings is therefore essential for integrated pest management (IPM) strategies. Existing methods, such as catching them in liquid bait traps and manually counting them, are costly, time-consuming, and labour-intensive. To overcome these limitations, we studied insect trap monitoring through image-based object detection with deep learning. RESULTS Based on an image database with 4753 annotated SWD flies, we trained a ResNet-18-based deep convolutional neural network to detect and count them, including sex prediction and discrimination. The results show that SWD can be detected with an area under the precision recall curve (AUC) of 0.506 (female) and 0.603 (male), in digital images taken from a static position. For images collected by a flying unmanned aerial vehicle (UAV), the algorithm detected SWD individuals with an AUC of 0.086 (female) and 0.284 (male). The lower AUC for the aerial imagery was caused by lower image quality as a result of the stabilization manoeuvres of the UAV during image collection. CONCLUSION Our results indicate that it is possible to monitor SWD with deep learning and object detection. Moreover, they demonstrate the potential for UAVs to monitor insect traps which could be valuable for the development of autonomous insect monitoring systems and IPM. This article is protected by copyright. All rights reserved. This article is protected by copyright. All rights reserved.Although considerable effort in recent years has been devoted to the development of 2-dimensional nanostructures, single layered chiral sheet structures using lateral assembly of discrete clusters remain elusive. Here, we report single-layered chiral 2D sheet structures with dual chiral void spaces in which the discrete clusters of planar aromatic segments are arranged with in-plane AB order in aqueous methanol solution. The chirality of the sheet is induced by the slipped-cofacial stacks of rectangular plate-like aromatic segments in the discrete clusters which are arranged laterally with up the down packing, resulting in dual chiral void spaces. The chiral nanosheets function as superfast enantiomer separation nanomaterials which absorb rapidly a single enantiomer in a racemic mixture with greater than 99 % ee . © 2020 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.Comprehensive phenotypic profiling of heterogeneous circulating tumor cells (CTCs) at single-cell resolution has great importance for cancer management. However, multiplex biomarker profiling of individual CTCs is greatly hampered by the limitations of current single-cell protein assay techniques. Herein, a novel spectrally combined encoding (SCE) strategy was proposed for multiplex biomarker profiling of single CTCs using a multifunctional nanosphere-mediated microfluidic platform. find more Different cellular biomarkers uniquely labeled by multifunctional nanosphere barcodes, possessing identical magnetic tags and distinct optical signatures, enabled isolation of heterogeneous CTCs with over 91.6% efficiency and in situ SCE of phenotypes. By further trapping individual CTCs in ordered microstructures on chip, composite single-cell spectral signatures were conveniently and efficiently obtained, allowing reliable spectra-readout for multiplex biomarker profiling. This SCE strategy exhibited great potential in multiplex profiling of heterogeneous CTC phenotypes, offering new avenues for cancer study and precise medicine. © 2020 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.WHAT IS KNOWN ON THE SUBJECT Healthcare assistants are untrained and unregistered frontline staff but are expected to be proactive in preventing and responding to 'untoward' incidents quickly and efficiently when working within adult acute inpatient psychiatric settings. Healthcare assistants should be trained to provide enhanced care to service users residing in acute psychiatric settings. To date, a training programme in Psychological First Aid has not been expended in such a setting with nonregistered staff. WHAT THE PAPER ADDS TO EXISTING KNOWLEDGE The study demonstrates that training healthcare assistants in Psychological First Aid is useful in improving their confidence in caring for service users, therapeutic engagement with service users and ward culture in general. WHAT ARE THE IMPLICATIONS FOR PRACTICE A training programme in Psychological First Aid for healthcare assistants to enhance ward culture can be implemented in different practice environments. Psychological First Aid is harmonious with nursf the healthcare assistants increased, and the number of 'untoward' incidents decreased, and (c) health care assistants' confidence in their skills was high. The ward manager interviews post-training revealed four themes (a) staff utilization of new skills and renewed enthusiasm, (b) calmer atmosphere on the ward and staff togetherness, (c) confidence and reflection on practice and (d) therapeutic engagement. Discussion Training healthcare assistants is useful in improving staff confidence, therapeutic engagement with service users and ward culture in general. Implications for practice Techniques and skills learnt are relevant and useful to healthcare assistants and provide an easily understood toolkit that is harmonious with nursing values. If executed correctly, the training can enhance practice and care outcomes and the overall service user experience. © 2020 The Authors. Journal of Psychiatric and Mental Health Nursing published by John Wiley & Sons Ltd.Once secretory proteins have been targeted to the endoplasmic reticulum (ER) lumen, the proteins typically remain partitioned from the cytosol. If the secretory proteins misfold, they can be unfolded and retrotranslocated into the cytosol for destruction by the proteasome by ER-Associated protein Degradation (ERAD). Here, we report that correctly folded and targeted luminal ER fluorescent protein reporters accumulate in the cytosol during acute misfolded secretory protein stress in yeast. Photoactivation fluorescence microscopy experiments reveal that luminal reporters already localized to the ER relocalize to the cytosol, even in the absence of essential ERAD machinery. We named this process "ER reflux." Reflux appears to be regulated in a size-dependent manner for reporters. Interestingly, prior heat shock stress also prevents ER stress-induced reflux. Together, our findings establish a new ER stress-regulated pathway for relocalization of small luminal secretory proteins into the cytosol, distinct from the ERAD and preemptive quality control pathways.
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