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Search Results (414)

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15 pages, 753 KiB  
Article
Opinion: Applications of and Barriers to the Use of Biomimicry towards a Sustainable Architectural, Engineering and Construction Industry Based on Interviews from Experts and Practitioners in the Field
by Rory V. Jones, Alba Fuertes, Roman Scherer and Derek Clements-Croome
Biomimetics 2024, 9(8), 470; https://doi.org/10.3390/biomimetics9080470 - 3 Aug 2024
Viewed by 368
Abstract
Biomimicry creates designs inspired by nature and uses ecological benchmarks to assess their sustainability. It is believed that biomimicry can help society produce and consume in more sustainable ways, as well as address some of the key challenges facing the world today. However, [...] Read more.
Biomimicry creates designs inspired by nature and uses ecological benchmarks to assess their sustainability. It is believed that biomimicry can help society produce and consume in more sustainable ways, as well as address some of the key challenges facing the world today. However, research into the applications of and possible barriers to using biomimicry for creating more sustainable Architectural, Engineering and Construction (AEC) projects is still limited. This paper addresses this gap by undertaking and analysing twelve semi-structured interviews with leading global experts and practitioners in the field of biomimicry as applied to the built environment industry. The study identifies substantial potential in the use of biomimicry in AEC projects, including the following: adopting circular approaches; enhancing interactions between human and natural infrastructure; optimising material and energy use; recycling and re-use of materials; reducing time and costs; plus more collaborative and interdisciplinary working. However, a wide range of multifaceted barriers also exist that are currently hindering the exploration and exploitation of this potential, including the following: lack of knowledge; insufficient research and testing at the scale of AEC projects; fragmentation, poor communication and traditional nature of the industry; perception of high risks and costs; as well as outdated and unsuitable legislation and planning processes. Full article
(This article belongs to the Special Issue Bio-Inspired Design for Structural and Sustainable Applications)
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<p>Architectural projects using biomimicry. From left to right (<b>Top</b>): Eden Project [<a href="#B24-biomimetics-09-00470" class="html-bibr">24</a>], National Aquatics Center [<a href="#B25-biomimetics-09-00470" class="html-bibr">25</a>], and Quadracci Pavilion [<a href="#B26-biomimetics-09-00470" class="html-bibr">26</a>]. From left to right (<b>Bottom</b>): Eastgate Centre [<a href="#B27-biomimetics-09-00470" class="html-bibr">27</a>], Arab World Institute [<a href="#B28-biomimetics-09-00470" class="html-bibr">28</a>], and Esplanade Theatre [<a href="#B29-biomimetics-09-00470" class="html-bibr">29</a>].</p>
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26 pages, 2946 KiB  
Systematic Review
Technological Developments, Exercise Training Programs, and Clinical Outcomes in Cardiac Telerehabilitation in the Last Ten Years: A Systematic Review
by Marina Garofano, Carmine Vecchione, Mariaconsiglia Calabrese, Maria Rosaria Rusciano, Valeria Visco, Giovanni Granata, Albino Carrizzo, Gennaro Galasso, Placido Bramanti, Francesco Corallo, Carmine Izzo, Michele Ciccarelli and Alessia Bramanti
Healthcare 2024, 12(15), 1534; https://doi.org/10.3390/healthcare12151534 - 2 Aug 2024
Viewed by 500
Abstract
Background: Cardiovascular diseases (CVDs) are associated with very high rates of re-hospitalization and mortality worldwide, so the complexity of these pathologies requires frequent access to hospital facilities. The guidelines also emphasize the importance of cardiac rehabilitation (CR) programs, which have demonstrated a favorable [...] Read more.
Background: Cardiovascular diseases (CVDs) are associated with very high rates of re-hospitalization and mortality worldwide, so the complexity of these pathologies requires frequent access to hospital facilities. The guidelines also emphasize the importance of cardiac rehabilitation (CR) programs, which have demonstrated a favorable effect on outcomes, and cardiac telerehabilitation (CTR) could represent an innovative healthcare delivery model. The aim of our review is to study how technologies used in rehabilitation have changed over time and also to understand what types of rehabilitation programs have been used in telerehabilitation. Methods: We searched randomized controlled trials (RCTs) in three electronic databases, PubMed, Web of Science, and Scopus, from January 2015 to January 2024, using relevant keywords. Initially, 502 articles were found, and 79 duplicates were identified and eliminated with EndNote. Results: In total, 16 RCTs fulfilled the pre-defined criteria, which were analyzed in our systematic review. The results showed that after CTR, there was a significant improvement in main outcome measures, as well as in relation to technological advances. Conclusions: Moreover, compared to center-based rehabilitation, CTR can offer further advantages, with better cost-effectiveness, the breakdown of geographical barriers, and the improvement of access to treatment for the female population, which is traditionally more socially committed. Full article
(This article belongs to the Special Issue Advances in Telerehabilitation for Optimising Recovery)
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<p>Flow diagram of study selection.</p>
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29 pages, 9748 KiB  
Article
Hybrid Machine Learning for Automated Road Safety Inspection of Auckland Harbour Bridge
by Munish Rathee, Boris Bačić and Maryam Doborjeh
Electronics 2024, 13(15), 3030; https://doi.org/10.3390/electronics13153030 - 1 Aug 2024
Viewed by 832
Abstract
The Auckland Harbour Bridge (AHB) utilises a movable concrete barrier (MCB) to regulate the uneven bidirectional flow of daily traffic. In addition to the risk of human error during regular visual inspections, staff members inspecting the MCB work in diverse weather and light [...] Read more.
The Auckland Harbour Bridge (AHB) utilises a movable concrete barrier (MCB) to regulate the uneven bidirectional flow of daily traffic. In addition to the risk of human error during regular visual inspections, staff members inspecting the MCB work in diverse weather and light conditions, exerting themselves in ergonomically unhealthy inspection postures with the added weight of protection gear to mitigate risks, e.g., flying debris. To augment visual inspections of an MCB using computer vision technology, this study introduces a hybrid deep learning solution that combines kernel manipulation with custom transfer learning strategies. The video data recordings were captured in diverse light and weather conditions (under the safety supervision of industry experts) involving a high-speed (120 fps) camera system attached to an MCB transfer vehicle. Before identifying a safety hazard, e.g., the unsafe position of a pin connecting two 750 kg concrete segments of the MCB, a multi-stage preprocessing of the spatiotemporal region of interest (ROI) involves a rolling window before identifying the video frames containing diagnostic information. This study utilises the ResNet-50 architecture, enhanced with 3D convolutions, within the STENet framework to capture and analyse spatiotemporal data, facilitating real-time surveillance of the Auckland Harbour Bridge (AHB). Considering the sparse nature of safety anomalies, the initial peer-reviewed binary classification results (82.6%) for safe and unsafe (intervention-required) scenarios were improved to 93.6% by incorporating synthetic data, expert feedback, and retraining the model. This adaptation allowed for the optimised detection of false positives and false negatives. In the future, we aim to extend anomaly detection methods to various infrastructure inspections, enhancing urban resilience, transport efficiency and safety. Full article
(This article belongs to the Special Issue Image Processing Based on Convolution Neural Network)
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<p>A movable concrete barrier system and its safety challenges. (<b>a</b>) Pin position requiring fixing, (<b>b</b>) metal pin with detachable safety ring, and (<b>c</b>) movable concrete barrier joints without metal pins.</p>
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<p>The scale of the challenges for manual inspection and fixing of the metal pin: (<b>a</b>) various locations of movable concrete barriers on and around the Auckland Harbour Bridge; (<b>b</b>) finding an unsafe pin and fixing it manually.</p>
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<p>Integration of transfer learning with traditional ML: ResNet 50 extracts features from input images, which an SVM classifies. Integrating ResNet 50’s deep learning capabilities to generate feature space without relying on expert knowledge combined with a traditional classifier (e.g., SVM) presents the opportunity to enhance image classification performance.</p>
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<p>Data collection setup: iPhone 13 Pro (for LiDAR), Samsung A7 Mobile, Apple iPad 6, External power bank, GoPro cameras and mounting equipment, and camera and iPhone mounting on a BTM.</p>
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<p>Pin manually pushed out of place by NZTA staff at the author’s request. The process was challenging and labour-intensive, and the staff member needed several minutes per pin for adjustments. Note: Such an option was not viable as it does not represent the natural environment of the ROI where real-world problems need solving.</p>
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<p>Synthetic data generation: The image illustrates the various stages of manipulating a video frame to create synthetic images depicting a metal pin in unsafe positions. Starting with a standalone image of the metal pin, the process involves adjusting its orientation, position, and environmental context to generate realistic, unsafe scenarios.</p>
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<p>Illustrative outputs from data augmentation techniques showcase the range of image transformations applied to enhance model training. It includes geometric transformations such as rotation and scaling, affine transformations with various translations and shearing, and visual effects such as Gaussian blur, noise addition, and sophisticated colour adjustments. The modifications are instrumental in preparing the neural network to handle diverse and realistic scenarios encountered in practical applications, Xu, Yoon [<a href="#B61-electronics-13-03030" class="html-bibr">61</a>].</p>
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<p>The dendrogram graph, derived from the data shown by the bar graph, shows two clusters (Pin_OK (red) and Pin_Out (blue)) and a visual separation of the generated multidimensional feature space.</p>
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<p>Comparative analysis of promising ROI detection techniques in automated pin detection: (1) colour-based segmentation using K-Means clustering in HSV colour space, highlighting the unique colour signatures of pins while addressing challenges in specificity. (2) Gaussian Mixture Model (GMM)-based detection illustrates foreground–background segmentation and pin movement tracking between concrete blocks. (3) Regionprops application, showcasing template matching and automated bounding box detection for precise localisation and reduced manual intervention in pin ROI detection and labelling.</p>
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<p>Illustration of the background challenges in ROI detection.</p>
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<p>Pin detection examples mixed with false-positive detection (3) illustrate a high level of background noise that looks similar to features of the ROI.</p>
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<p>The training process to find the best network model based on learning rate: (<b>A</b>) flow of the training process and (<b>B</b>) ROC curves for different learning rates showing the performance of learning rates. The learning rate of 0.0001 was chosen as it balances training speed and accuracy, providing better performance while avoiding the high computational cost and time.</p>
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<p>ROC curve comparison of <a href="#electronics-13-03030-t008" class="html-table">Table 8</a>.</p>
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<p>Cloning process to create synthetic frames depicting the ‘PIN OUT’ position. (<b>a</b>) Failed attempts until success (<b>b</b>,<b>c</b>); two distinct angles: (<b>b</b>) camera mounted at the back arm of the Barrier Transfer Machine (BTM) and (<b>c</b>) camera mounted at the front arm of the BTM for enhanced modelling accuracy.</p>
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<p>Graphical user interface for ‘Unsafe Pin Detection and Alert System’.</p>
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<p>The selected pin ROI video frames showing generated overlays with bounding boxes.</p>
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17 pages, 8941 KiB  
Article
Multi-Omics Revealed Resveratrol and β-Hydroxy-β-methyl Butyric Acid Alone or in Combination Improved the Jejunal Function in Tibetan Sheep
by Qiurong Ji, Fengshuo Zhang, Yu Zhang, Quyangangmao Su, Tingli He, Shengzhen Hou and Linsheng Gui
Antioxidants 2024, 13(8), 892; https://doi.org/10.3390/antiox13080892 - 24 Jul 2024
Viewed by 420
Abstract
Previous research studies confirmed that both resveratrol (RES) and β-hydroxy-β-methyl butyric acid (HMB) improved growth performance by altering intestinal microbiota. However, the mechanism underlying of RES and HMB on intestinal function remains unclear in ruminant. In this study, supplements of RES and HMB [...] Read more.
Previous research studies confirmed that both resveratrol (RES) and β-hydroxy-β-methyl butyric acid (HMB) improved growth performance by altering intestinal microbiota. However, the mechanism underlying of RES and HMB on intestinal function remains unclear in ruminant. In this study, supplements of RES and HMB alone or in combination were evaluated as promoters of antioxidant capacity, immune response and barrier function, and modulators of the microbiota and metabolite profiles in the jejunum of Tibetan sheep. A total of 120 two-month-old Tibetan rams were randomly divided into four treatments (n = 30 per treatment), which were supplemented with a basal diet with 1.5 g RES/d (RES group), 1.25 g HMB/d (HMB group), 1.5 g RES/d plus 1.25 g HMB/d (RES-HMB group), and without additions (Control group). The results showed that RES and HMB improved the antioxidant capacity (CAT, GSH-Px, SOD, and T-AOC), immunity (IgA, IgG, and IgM), and digestive enzyme activity (α-amylase, lipase, and chymotrypsin) of the experimental lambs (p < 0.05). Additionally, jejunal morphology including villus width, villus height, and muscle layer thickness exhibited a significant difference when rams were fed diets supplemented with RES and HMB (p < 0.05). Furthermore, the determination of fermentation parameters showed that the butyrate concentration in the RES-HMB group was greater than those in the C and RES groups (p < 0.05). When compared to the C group, barrier-related gene expression (MUC-2, ZO-1, and IL-10) was significantly increased in the RES-HMB group (p < 0.05). Dietary RES and (or) HMB supplementation significantly increased the abundance of Methanobrevibacter, Actinobacteriota and Bacillus (p < 0.05). The abundance of differential bacteria was positively associated with butyrate concentration (p < 0.05). Metabolome analysis revealed that alpha ketoglutarate, succinic semialdehyde, and diacetyl as well as butanoate metabolism pathways connected to the improvements in butyrate concentration by RES and (or) HMB supplementation. Collectively, our results suggested that RES and (or) HMB supplementation improved butyrate concentration via regulating the microbial community (Methanobrevibacter, Actinobacteriota and Bacillus) and metabolism (alpha ketoglutarate, succinic semialdehyde, and diacetyl), thus contributing to jejunal morphology, antioxidant capacity, immune response, digestive enzyme activity, and barrier function. Full article
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<p>Effects of supplementation with RES and HMB alone or in combination on the anti-oxidative parameters (<b>A</b>), immune status (<b>B</b>) and digestive enzyme activity (<b>C</b>) in jejunal contents. C, a basal diet; RES, a basal diet plus 1.5 g/head/d resveratrol; HMB, a basal diet with 1.25 g/head/d β-hydroxy-β-methyl butyrate; RES-HMB, a basal diet supplemented with 1.5 g/head/d resveratrol and 1.25 g/head/d β-hydroxy-β-methyl butyrate. * <span class="html-italic">p</span> &lt; 0.05 and ** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>Effect of RES and HMB alone or in combination on jejunal morphology in Tibetan sheep. (<b>A</b>) Representative histological images of jejunal slide stained with hematoxylin–eosin (original magnification 500× and 200× μm). (<b>B</b>) Box plot of jejunal measurement indicators. VH/CD: villus height/crypt depth. * <span class="html-italic">p</span> &lt; 0.05. ** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>Effects of supplementation with RES and HMB alone or in combination on jejunal barrier of Tibetan sheep. ** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>OTU Venn diagram of the overlap of jejunal microbiota (<b>A</b>). Principal coordinate analysis (PCoA) of bacterial communities and Anosim analysisin the jejunal contents of Tibetan sheep (<b>B</b>). Relative abundance of bacteria community proportion at the phylum (<b>C</b>) and genus (<b>D</b>) levels, as analyzed by the LDA effect size (LEfSe) method (<b>E</b>).</p>
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<p>Cloud and rain plots showing the bacterial community compositions in the jejunal content fractions of the C, RES, HMB, RES and HMB treatments at the phylum and genus levels. The gray line represents the average value of each group. Purple represents C group, green represents RES group, blue represents HMB group, and yellow represents RES-HMB group.</p>
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<p>OPLS-DA score plots for C and RES groups (<b>A</b>), C and HMB groups (<b>B</b>), C and RES-HMB groups (<b>C</b>). Permutations test of PLS-DA for C and RES groups (<b>D</b>), C and HMB groups (<b>E</b>), C and RES-HMB groups (<b>F</b>).</p>
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<p>Volcano plot of differential metabolites in C and RES groups (<b>A</b>), C and HMB groups (<b>B</b>), C and RES-HMB groups (<b>C</b>). KEGG pathway enrichment of differential metabolites in C and RES groups (<b>D</b>), C and HMB groups (<b>E</b>), C and RES-HMB groups (<b>F</b>). up: significantly up-regulated metabolites; nodiff: no significantly different metabolites; down: significantly down-regulated metabolites.</p>
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<p>The correlation heat maps between butyrate and anti-oxidative parameters, immune status, digestive enzyme activity, jejunal morphology, jejunal barrier (<b>A</b>). Spearman-related heatmap of butyrate and bacteria and metabolites in jejunum of Tibetan sheep (<b>B</b>). Spearman correlation heatmap between jejunal microbiota and metabolome (<b>C</b>). * <span class="html-italic">p</span> &lt; 0.05. ** <span class="html-italic">p</span> &lt; 0.01. *** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>Schematic illustration demonstrating how feeding RES and (or) HMB addition improved butyrate concentration through modulating the microbial community and metabolism, thus contributing to jejunal morphology, antioxidant capacity, immune response, digestive enzyme activity and barrier function.</p>
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12 pages, 560 KiB  
Review
Shifting Paradigms in TNBC Treatment: Emerging Alternatives to Capecitabine in the Post-Neoadjuvant Setting
by Halima Abahssain, Amine Souadka, Rania Alem, Matteo Santoni, Nicola Battelli, Eric Amela, Antoine Lemaire, Joseph Rodriguez and Hassan Errihani
Curr. Oncol. 2024, 31(7), 3771-3782; https://doi.org/10.3390/curroncol31070278 - 30 Jun 2024
Viewed by 867
Abstract
Background: Triple-negative breast cancer (TNBC) remains a clinically challenging subtype due to its aggressive nature and limited treatment options post-neoadjuvant failure. Historically, capecitabine has been the cornerstone of adjuvant therapy for TNBC patients not achieving a pathological complete response (pCR). However, the integration [...] Read more.
Background: Triple-negative breast cancer (TNBC) remains a clinically challenging subtype due to its aggressive nature and limited treatment options post-neoadjuvant failure. Historically, capecitabine has been the cornerstone of adjuvant therapy for TNBC patients not achieving a pathological complete response (pCR). However, the integration of new modalities such as immunotherapy and PARP inhibitors has prompted a re-evaluation of traditional post-neoadjuvant approaches. Methods: This review synthesizes data from pivotal clinical trials and meta-analyses to evaluate the efficacy of emerging therapies in the post-neoadjuvant setting. We focus on the role of immune checkpoint inhibitors (ICIs), PARP inhibitors (PARPis), and antibody-drug conjugates (ADCs) alongside or in place of capecitabine in TNBC treatment paradigms. Results: The addition of ICIs like pembrolizumab to neoadjuvant regimens has shown increased pCR rates and improved event-free survival, posing new questions about optimal post-neoadjuvant therapies. Similarly, PARPis have demonstrated efficacy in BRCA-mutated TNBC populations, with significant improvements in disease-free survival (DFS) and overall survival (OS). Emerging studies on ADCs further complicate the adjuvant landscape, offering potentially efficacious alternatives to capecitabine, especially in patients with residual disease after neoadjuvant therapy. Discussion: The challenge remains to integrate these new treatments into clinical practice effectively, considering factors such as drug resistance, patient-specific characteristics, and socio-economic barriers. This review discusses the implications of these therapies and suggests a future direction focused on personalized medicine approaches in TNBC. Conclusions: As the treatment landscape for TNBC evolves, the role of capecitabine is being critically examined. While it remains a viable option for certain patient groups, the introduction of ICIs, PARPis, and ADCs offers promising alternatives that could redefine adjuvant therapy standards. Ongoing and future trials will be pivotal in determining the optimal therapeutic strategies for TNBC patients with residual disease post-neoadjuvant therapy. Full article
(This article belongs to the Section Breast Cancer)
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<p>Adjuvant treatment algorithm for triple-negative breast cancer (TNBC) following neoadjuvant therapy.</p>
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15 pages, 835 KiB  
Article
Evaluating the Perceived Health-Related Effectiveness of ‘The Daily Mile’ Initiative in Irish Primary Schools
by Luke Hanna, Con Burns, Cian O’Neill and Edward Coughlan
Healthcare 2024, 12(13), 1284; https://doi.org/10.3390/healthcare12131284 - 27 Jun 2024
Viewed by 633
Abstract
Many Irish primary school children do not meet recommended physical activity (PA) guidelines. The Daily Mile (TDM) is a primary school initiative designed to increase children’s PA output. This study evaluates TDM’s perceived effect on Irish primary school children’s health-related metrics. A mixed-methods [...] Read more.
Many Irish primary school children do not meet recommended physical activity (PA) guidelines. The Daily Mile (TDM) is a primary school initiative designed to increase children’s PA output. This study evaluates TDM’s perceived effect on Irish primary school children’s health-related metrics. A mixed-methods study, comprising two data collection phases, used the RE-AIM framework to evaluate TDM. Phase One involved teachers, principals and classroom assistants (n = 191) from TDM-registered schools completing a questionnaire. Two TDM-registered schools participated in Phase Two, where (i) interviews were conducted with each principal, (ii) a teacher sub-sample (n = 4) participated in a focus group, and (iii) a child sub-sample (n = 14) participated in separate focus groups. TDM was perceived to positively impact the markers of children’s health, including their PA behaviour, physical fitness and social well-being. Inclement weather (66.5%) and a lack of time (56.5%) were reported as the top-ranked implementation barriers. Moreover, TDM’s repetitive nature often left children feeling disinterested and resulted in some teachers modifying the initiative to maintain engagement levels. Maintaining the long-term implementation of TDM and its health benefits in primary schools may require bespoke amendments to the original format to preserve children’s engagement. Full article
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<p>Mean weekly TDM implementation rate.</p>
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<p>Breakdown of teachers’ level of participation in TDM with their class.</p>
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<p>Percentage of questionnaire participants who ‘strongly agreed’ or ‘agreed’ that the suggested barriers impacted TDM implementation.</p>
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<p>Breakdown of the questionnaire participants’ feelings towards their school’s commitment to TDM.</p>
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15 pages, 3502 KiB  
Article
The Effect of Targeted Hyperoxemia on Brain Immunohistochemistry after Long-Term, Resuscitated Porcine Acute Subdural Hematoma and Hemorrhagic Shock
by Franziska Münz, Thomas Datzmann, Andrea Hoffmann, Michael Gröger, René Mathieu, Simon Mayer, Fabian Zink, Holger Gässler, Eva-Maria Wolfschmitt, Melanie Hogg, Enrico Calzia, Pierre Asfar, Peter Radermacher, Thomas Kapapa and Tamara Merz
Int. J. Mol. Sci. 2024, 25(12), 6574; https://doi.org/10.3390/ijms25126574 - 14 Jun 2024
Viewed by 501
Abstract
Epidemiological data suggest that moderate hyperoxemia may be associated with an improved outcome after traumatic brain injury. In a prospective, randomized investigation of long-term, resuscitated acute subdural hematoma plus hemorrhagic shock (ASDH + HS) in 14 adult, human-sized pigs, targeted hyperoxemia (200 < [...] Read more.
Epidemiological data suggest that moderate hyperoxemia may be associated with an improved outcome after traumatic brain injury. In a prospective, randomized investigation of long-term, resuscitated acute subdural hematoma plus hemorrhagic shock (ASDH + HS) in 14 adult, human-sized pigs, targeted hyperoxemia (200 < PaO2 < 250 mmHg vs. normoxemia 80 < PaO2 < 120 mmHg) coincided with improved neurological function. Since brain perfusion, oxygenation and metabolism did not differ, this post hoc study analyzed the available material for the effects of targeted hyperoxemia on cerebral tissue markers of oxidative/nitrosative stress (nitrotyrosine expression), blood–brain barrier integrity (extravascular albumin accumulation) and fluid homeostasis (oxytocin, its receptor and the H2S-producing enzymes cystathionine-β-synthase and cystathionine-γ-lyase). After 2 h of ASDH + HS (0.1 mL/kgBW autologous blood injected into the subdural space and passive removal of 30% of the blood volume), animals were resuscitated for up to 53 h by re-transfusion of shed blood, noradrenaline infusion to maintain cerebral perfusion pressure at baseline levels and hyper-/normoxemia during the first 24 h. Immediate postmortem, bi-hemispheric (i.e., blood-injected and contra-lateral) prefrontal cortex specimens from the base of the sulci underwent immunohistochemistry (% positive tissue staining) analysis of oxidative/nitrosative stress, blood–brain barrier integrity and fluid homeostasis. None of these tissue markers explained any differences in hyperoxemia-related neurological function. Likewise, hyperoxemia exerted no deleterious effects. Full article
(This article belongs to the Special Issue Oxygen Variations, 2nd Edition)
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<p>Albumin in the gray matter (<b>upper panel</b>; n = 4–6) and white matter (<b>lower panel</b>; n = 6–7) of the prefrontal cortex. Representative images (<b>left panel</b>), 30× magnified images originating from the black box in the 10× magnified image and quantification of immunohistochemical staining as positive tissue [pink, %] (<b>right graph</b>). N: Normoxemia (blue symbols); H: Hyperoxemia (red symbols); ipsilateral: blood-injected hemisphere (solid circles); contralateral: instrumented-only hemisphere (open circles).</p>
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<p>Nitrotyrosine (NT) in the gray matter (<b>upper panel</b>; n = 5–7) and white matter (<b>lower panel</b>; n = 5–7) of the prefrontal cortex. Representative images (<b>left panel</b>), 30× magnified images originating from the black box in the 10× magnified image and quantification of immunohistochemical staining as positive tissue [pink, %] (<b>right graph</b>). N: Normoxemia (blue symbols); H: Hyperoxemia (red symbols); ipsilateral: blood-injected hemisphere (solid circles); contralateral: instrumented-only hemisphere (open circles).</p>
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<p>Oxytocin (OT) in the gray matter (<b>upper panel</b>; n = 5–7) and white matter (<b>lower panel</b>; n = 5–7) of the prefrontal cortex. Representative images (<b>left panel</b>), 30× magnified images originating from the black box in the 10× magnified image and quantification of immunohistochemical staining as positive tissue [pink, %] (<b>right graph</b>). N: Normoxemia (blue symbols); H: Hyperoxemia (red symbols); ipsilateral: blood-injected hemisphere (solid circles); contralateral: instrumented-only hemisphere (open circles).</p>
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<p>Oxytocin receptor (OT-R) in the gray matter (<b>upper panel</b>; n = 5–7) and white matter (<b>lower panel</b>; n = 5–7) of the prefrontal cortex. Representative images (<b>left panel</b>), 30× magnified images originating from the black box in the 10× magnified image and quantification of immunohistochemical staining as positive tissue [pink, %] (<b>right graph</b>). N: Normoxemia (blue symbols); H: Hyperoxemia (red symbols); ipsilateral: blood-injected hemisphere (solid circles); contralateral: instrumented-only hemisphere (open circles).</p>
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<p>H<sub>2</sub>S-producing enzyme cystathionine-β-synthase (CBS) in the gray matter (<b>upper panel</b>; n = 5–7) and white matter (<b>lower panel</b>; n = 5–7) of the prefrontal cortex. Representative images (<b>left panel</b>), 30× magnified images originating from the black box in the 10× magnified image and quantification of immunohistochemical staining as positive tissue [pink, %] (<b>right graph</b>). N: Normoxemia (blue symbols); H: Hyperoxemia (red symbols); ipsilateral: blood-injected hemisphere (solid circles); contralateral: instrumented-only hemisphere (open circles).</p>
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<p>H<sub>2</sub>S-producing enzyme cystathionine-γ-lyase (CSE) in the gray matter (<b>upper panel</b>; n = 5–7) and white matter (<b>lower panel</b>; n = 5–7) of the prefrontal cortex. Representative images (<b>left panel</b>), 30× magnified images originating from the black box in the 10× magnified image and quantification of immunohistochemical staining as positive tissue [pink, %] (<b>right graph</b>). N: Normoxemia (blue symbols); H: Hyperoxemia (red symbols); ipsilateral: blood-injected hemisphere (solid circles); contralateral: instrumented-only hemisphere (open circles).</p>
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24 pages, 1870 KiB  
Systematic Review
Different Models of Cardiac Telerehabilitation for People with Coronary Artery Disease: Features and Effectiveness: A Systematic Review and Meta-Analysis
by Chiara Pagliari, Sara Isernia, Laura Rapisarda, Francesca Borgnis, Davide Lazzeroni, Matteo Bini, Simone Geroldi, Francesca Baglio and Lorenzo Brambilla
J. Clin. Med. 2024, 13(12), 3396; https://doi.org/10.3390/jcm13123396 - 10 Jun 2024
Viewed by 533
Abstract
Objectives: Cardiac telerehabilitation (TR) for coronary artery disease (CAD) is a feasible alternative to the center-based rehabilitation delivery model. However, the features of exercise-based cardiac TR are still heterogeneous among studies, making it difficult to disentangle the preferable reference strategies to be recommended [...] Read more.
Objectives: Cardiac telerehabilitation (TR) for coronary artery disease (CAD) is a feasible alternative to the center-based rehabilitation delivery model. However, the features of exercise-based cardiac TR are still heterogeneous among studies, making it difficult to disentangle the preferable reference strategies to be recommended for the adoption of this new delivery of care. In addition, little is known about the effectiveness of different models, such as the hybrid model (CRh) including both center-based and home-based telerehabilitation approaches, and the solely home-based telerehabilitation (CTR). Methods: We conducted a systematic review of randomized controlled trials (RCTs) that included TR intervention in patients with CAD to profile the features of the telerehabilitation approach for CAD. We also conducted a meta-analysis to separately assess the effectiveness of CTR and CRh on medical benefit outcome measures compared to conventional intervention (CI). Results: Out of 17.692 studies, 28 RCTs involving 2.662 CAD patients were included in the review. The studies presented an equal proportion of the CTR and CRh models. The interventions were mainly multidimensional, with a frequency of 1 month to 6 months, with each session ranging between 20 to 70 min. In CRh, the intervention was mainly consecutive to center-based rehabilitation. All studies adopted asynchronous communication in TR, mainly providing monitoring/assessment, decisions, and offline feedback. Few studies reported mortality, and none reported data about re-hospitalization or morbidity. Adherence to the CTR and CRh interventions was high (over 80%). The meta-analyses showed the superior effect of CTR compared to CI in exercise capacity. An overall noninferiority effect of both CTR and CRh compared to CI was found with factors including risk control and participation. Conclusions: The results of the review and meta-analyses indicated that CTR and CRh are equally effective, safe, convenient, and valid alternatives to cardiac conventional interventions. The evidence suggests that telerehabilitation may represent a valid alternative to overcome cardiac rehabilitation barriers. Full article
(This article belongs to the Section Clinical Rehabilitation)
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<p>CONSORT Flow Diagram.</p>
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<p>The effects of CTR and CRh on functional capacity outcomes compared to CI [<a href="#B7-jcm-13-03396" class="html-bibr">7</a>,<a href="#B19-jcm-13-03396" class="html-bibr">19</a>,<a href="#B20-jcm-13-03396" class="html-bibr">20</a>,<a href="#B21-jcm-13-03396" class="html-bibr">21</a>,<a href="#B22-jcm-13-03396" class="html-bibr">22</a>,<a href="#B24-jcm-13-03396" class="html-bibr">24</a>,<a href="#B26-jcm-13-03396" class="html-bibr">26</a>,<a href="#B27-jcm-13-03396" class="html-bibr">27</a>,<a href="#B28-jcm-13-03396" class="html-bibr">28</a>,<a href="#B30-jcm-13-03396" class="html-bibr">30</a>,<a href="#B32-jcm-13-03396" class="html-bibr">32</a>,<a href="#B33-jcm-13-03396" class="html-bibr">33</a>,<a href="#B34-jcm-13-03396" class="html-bibr">34</a>,<a href="#B37-jcm-13-03396" class="html-bibr">37</a>,<a href="#B38-jcm-13-03396" class="html-bibr">38</a>,<a href="#B39-jcm-13-03396" class="html-bibr">39</a>,<a href="#B40-jcm-13-03396" class="html-bibr">40</a>,<a href="#B41-jcm-13-03396" class="html-bibr">41</a>,<a href="#B42-jcm-13-03396" class="html-bibr">42</a>,<a href="#B43-jcm-13-03396" class="html-bibr">43</a>,<a href="#B44-jcm-13-03396" class="html-bibr">44</a>].</p>
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<p>The effects of CTR and CRh on risk factor outcomes compared to CI [<a href="#B19-jcm-13-03396" class="html-bibr">19</a>,<a href="#B20-jcm-13-03396" class="html-bibr">20</a>,<a href="#B22-jcm-13-03396" class="html-bibr">22</a>,<a href="#B24-jcm-13-03396" class="html-bibr">24</a>,<a href="#B25-jcm-13-03396" class="html-bibr">25</a>,<a href="#B26-jcm-13-03396" class="html-bibr">26</a>,<a href="#B27-jcm-13-03396" class="html-bibr">27</a>,<a href="#B28-jcm-13-03396" class="html-bibr">28</a>,<a href="#B31-jcm-13-03396" class="html-bibr">31</a>,<a href="#B32-jcm-13-03396" class="html-bibr">32</a>,<a href="#B34-jcm-13-03396" class="html-bibr">34</a>,<a href="#B37-jcm-13-03396" class="html-bibr">37</a>,<a href="#B40-jcm-13-03396" class="html-bibr">40</a>,<a href="#B41-jcm-13-03396" class="html-bibr">41</a>,<a href="#B42-jcm-13-03396" class="html-bibr">42</a>,<a href="#B44-jcm-13-03396" class="html-bibr">44</a>,<a href="#B44-jcm-13-03396" class="html-bibr">44</a>].</p>
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<p>The effects of CTR and CRh on participation outcomes compared to CI [<a href="#B19-jcm-13-03396" class="html-bibr">19</a>,<a href="#B21-jcm-13-03396" class="html-bibr">21</a>,<a href="#B22-jcm-13-03396" class="html-bibr">22</a>,<a href="#B24-jcm-13-03396" class="html-bibr">24</a>,<a href="#B25-jcm-13-03396" class="html-bibr">25</a>,<a href="#B26-jcm-13-03396" class="html-bibr">26</a>,<a href="#B27-jcm-13-03396" class="html-bibr">27</a>,<a href="#B28-jcm-13-03396" class="html-bibr">28</a>,<a href="#B31-jcm-13-03396" class="html-bibr">31</a>,<a href="#B32-jcm-13-03396" class="html-bibr">32</a>,<a href="#B33-jcm-13-03396" class="html-bibr">33</a>,<a href="#B36-jcm-13-03396" class="html-bibr">36</a>,<a href="#B38-jcm-13-03396" class="html-bibr">38</a>,<a href="#B39-jcm-13-03396" class="html-bibr">39</a>,<a href="#B40-jcm-13-03396" class="html-bibr">40</a>,<a href="#B42-jcm-13-03396" class="html-bibr">42</a>,<a href="#B42-jcm-13-03396" class="html-bibr">42</a>,<a href="#B44-jcm-13-03396" class="html-bibr">44</a>,<a href="#B45-jcm-13-03396" class="html-bibr">45</a>].</p>
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16 pages, 1867 KiB  
Article
Immersive Virtual Reality High-Intensity Aerobic Training to Slow Parkinson’s Disease: The ReViPark Program
by Gustavo Rodríguez-Fuentes, Pablo Campo-Prieto and José Ma Cancela-Carral
Appl. Sci. 2024, 14(11), 4708; https://doi.org/10.3390/app14114708 - 30 May 2024
Viewed by 623
Abstract
Intense exercise can be neuromodulatory and neuroprotective against Parkinson’s disease (PD). Indoor cycling is a good and safe option for this population, but some barriers (monotonous and repetitive environment, lack of monitoring, and an inability to compete with others) could limit its use. [...] Read more.
Intense exercise can be neuromodulatory and neuroprotective against Parkinson’s disease (PD). Indoor cycling is a good and safe option for this population, but some barriers (monotonous and repetitive environment, lack of monitoring, and an inability to compete with others) could limit its use. Immersive virtual reality (IVR) could be a possible solution to some of these drawbacks, increasing patient motivation and thus adherence to forced exercise programs using cycloergometers. A double-blind, randomized, controlled clinical trial was conducted to explore the feasibility and effects of the ReViPark program (high-intensity pedaling + IVR for 3 months with two sessions per week) on PD progression. In all, 52 people with PD were allocated to the ReViPark group (n = 30; 70.87 ± 6.67 years) and smart cycloergometer group (n = 22; 70.59 ± 6.67 years). This program was feasible, with no adverse effects (no significant Simulator Sickness Questionnaire symptoms and a low negative experience rating for the Game Experience Questionnaire (0.04/4)), no dropouts, high adherence, and good usability (System Usability Scale score of 82.90%). The ReViPark group showed significant improvements in functionality, quality of life, and disease progression as measured by their balance, gait and risk of falling (Timed Up and Go p = 0.028; Tinetti test p = 0.046), PDQ-39 scores (p = 0.035), and MDS-UPDRS scores (p = 0.001). This program is feasible and could lead to improvements in the functional parameters, quality of life, and symptomatology of the participants. Full article
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<p>Study design: CONSORT 2010 flow diagram. Static cycling program in immersive virtual environments (ReViPark program) versus static cycling program in patients diagnosed with Parkinson’s.</p>
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<p>An example of a virtual scenario and user pedaling on a smart cycloergometer.</p>
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<p>Pre- and post-intervention scores of MDS-UPDRS (parts I, II, III, and IV).</p>
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17 pages, 4119 KiB  
Article
No Space for Female Mayors in Romania: Incumbents’ Degree of Re-Election and the Impact on Future Candidates
by Andreea-Daniela Fedor and Corneliu Iațu
Soc. Sci. 2024, 13(6), 293; https://doi.org/10.3390/socsci13060293 - 29 May 2024
Viewed by 536
Abstract
It is expected that the number of elected female mayors in local government will increase globally, yet no major progress has been registered lately despite the increased focus on the topic. At the European level, no country exceeds 40% female mayors or other [...] Read more.
It is expected that the number of elected female mayors in local government will increase globally, yet no major progress has been registered lately despite the increased focus on the topic. At the European level, no country exceeds 40% female mayors or other leaders of the municipal council (or equivalent), with the highest descriptive representation of 39.1% in Iceland. Following the 2020 elections in Romania, only around 5% of mayors were female with a strong over-representation of male mayors. The current study aims to analyze the male–female distribution of mayors, the degree of re-election, the relationship between the number of candidates and re-election of incumbents, and how these factors impact female political representation at the local level in Romania. Thus, we argue that a high degree of re-election of incumbents may be a barrier to women’s access to the position of mayor. In addition, it is important to determine whether female incumbents are as successful as their male counterparts in being re-elected. While there is an extensive body of literature on incumbency that covers a range of topics, there is a gap in the literature regarding the proposed subject. The present research aims to fill the gap and contribute to a better understanding of the political representation of women in Eastern Europe. We utilized a dataset of Romanian elections from 2008 to 2020 to test our hypotheses. Our findings indicate that during the studied period, more than 95% of mayors were male, the re-election was a frequent occurrence in Romania with a percentage ranging from 70.82% (2008–2012) to 72% (2012–2016 and 2016–2020), and female incumbents were just as likely to be re-elected as their male counterparts. Full article
(This article belongs to the Section Contemporary Politics and Society)
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<p>The typology of the election of mayors in Romania between 2008 and 2020: the eight classes. Source: (<a href="#B7-socsci-13-00293" class="html-bibr">BEC n.d.</a>; <a href="#B87-socsci-13-00293" class="html-bibr">ROAEP n.d.</a>), Rezultate Vot, processed data by the authors accessed on 10 January 2024 (made with Philcarto, <a href="http://philcarto.free.fr" target="_blank">http://philcarto.free.fr</a>). * authomatically inserted by the Philcarto.</p>
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<p>The success rate (%) of male and female incumbents for 2012, 2016, and 2020 elections. Source: Processed by the authors using (<a href="#B7-socsci-13-00293" class="html-bibr">BEC n.d.</a>; <a href="#B87-socsci-13-00293" class="html-bibr">ROAEP n.d.</a>), Rezultate Vot data.</p>
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26 pages, 7986 KiB  
Article
Experimental Parametric Study on Flow Separation Control Mechanisms around NACA0015 Airfoil Using a Plasma Actuator with Burst Actuation over Reynolds Numbers of 105–106
by Noritsugu Kubo, Sagar Bhandari, Motofumi Tanaka, Taku Nonomura and Hirokazu Kawabata
Appl. Sci. 2024, 14(11), 4652; https://doi.org/10.3390/app14114652 - 28 May 2024
Viewed by 556
Abstract
Dielectric barrier discharge plasma actuators (DBD-PAs) have the potential to improve the performance of fluid machineries such as aircrafts and wind turbines by preventing flow separation. In this study, to identify the multiple flow control mechanisms in high Reynolds number flow, parametric experiments [...] Read more.
Dielectric barrier discharge plasma actuators (DBD-PAs) have the potential to improve the performance of fluid machineries such as aircrafts and wind turbines by preventing flow separation. In this study, to identify the multiple flow control mechanisms in high Reynolds number flow, parametric experiments for an actuation parameter F+ with a wide range of Re values (105–106) for NACA0015 airfoil was conducted. We conducted wind tunnel tests by applying a DBD-PA to the flow field around a wing model at the leading edge. Lift characteristics, turbulent kinetic energy in the flow field, shear layer height, and the separation point of the boundary layer were evaluated based on pressure distributions on the wing surface and velocity of the flow field, with the effect of DBD-PA on the post-stall flow around the wing and the mechanism behind the increase in the lift coefficient CL analyzed based on these evaluation results. The following phenomena contributed to the increase in CL: (1) increase in turbulent kinetic energy; (2) increase in circulation; and (3) acceleration of the flow near the leading edge. Thus, this study effectively investigated the dependence of the increase in lift on F+ and the lift-increasing mechanism for a wide range of Re values. Full article
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<p>DBD-PA electrode before installation on a wing.</p>
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<p>Schematic of the wind tunnel facility (<b>left</b>) and actual photograph of the wing model (<b>right</b>).</p>
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<p>Schematic of the airfoil shape and pressure port locations.</p>
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<p>Schematic of the DBD-PA installed on the leading edge of the wing model and power supply system.</p>
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<p>Voltage waveform and parameters for DBD-PA actuation.</p>
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<p><math display="inline"><semantics> <mrow> <msub> <mi>C</mi> <mi>L</mi> </msub> </mrow> </semantics></math> curves without DBD-PA actuation.</p>
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<p><math display="inline"><semantics> <mrow> <msub> <mi>C</mi> <mi>p</mi> </msub> </mrow> </semantics></math> distribution on the wing model surface without DBD-PA actuation on each <span class="html-italic">Re</span> number and AoA.</p>
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<p><math display="inline"><semantics> <mrow> <msub> <mi>C</mi> <mi>L</mi> </msub> </mrow> </semantics></math> curves with <math display="inline"><semantics> <mrow> <msup> <mi>F</mi> <mo>+</mo> </msup> </mrow> </semantics></math> = 0.1, 1, 10, and 100 and without DBD-PA actuation for each <span class="html-italic">Re</span> number (<b>a</b>–<b>d</b>), and <math display="inline"><semantics> <mrow> <msub> <mi>C</mi> <mi>L</mi> </msub> </mrow> </semantics></math> increase with respect to <math display="inline"><semantics> <mrow> <msup> <mi>F</mi> <mo>+</mo> </msup> </mrow> </semantics></math> and the angle of attack with DBD-PA actuation for each <span class="html-italic">Re</span> number (<b>e</b>–<b>h</b>).</p>
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<p>PIV results for a typical flow field around the NACA0015 wing model at an angle of attack of 24° (<b>top</b>), and magnified images of the PIV result near the separation point of the boundary layer (<b>bottom</b>). The conditions in this figure are <math display="inline"><semantics> <mrow> <msup> <mi>F</mi> <mrow> <mo>+</mo> </mrow> </msup> <mo>=</mo> <mn>1</mn> </mrow> </semantics></math> and <math display="inline"><semantics> <mrow> <mi>R</mi> <mi>e</mi> <mo>=</mo> <mn>9.4</mn> <mo>×</mo> <msup> <mrow> <mn>10</mn> </mrow> <mn>5</mn> </msup> </mrow> </semantics></math>.</p>
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<p>Schematic defining the position of the boundary layer separation on the <math display="inline"><semantics> <mi>ξ</mi> </semantics></math> axis.</p>
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<p><math display="inline"><semantics> <mrow> <msub> <mi>C</mi> <mi>L</mi> </msub> </mrow> </semantics></math> increase ratio.</p>
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<p>Maximum TKE increase ratio.</p>
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<p>Ratio of the shear layer height.</p>
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<p>Normalized displacement of the separation point of the boundary layer on the wing model with and without DBD-PA actuation.</p>
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<p>PIV results of vorticity fields and velocity vectors for typical flow fields with DBD-PA actuation.</p>
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<p>Comparison of PIV results that show changes in flow pattern by DBD-PA actuation.</p>
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<p><math display="inline"><semantics> <mrow> <msub> <mi>C</mi> <mi>p</mi> </msub> </mrow> </semantics></math> distribution on the wing model surface with changes in flow pattern by DBD-PA actuation on each <span class="html-italic">Re</span> number.</p>
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30 pages, 11077 KiB  
Article
Assessing the Impacts of Changing Connectivity of Hydropower Dams on the Distribution of Fish Species in the 3S Rivers, a Tributary of the Lower Mekong
by Peter-John Meynell, Marc J. Metzger and Neil Stuart
Water 2024, 16(11), 1505; https://doi.org/10.3390/w16111505 - 24 May 2024
Viewed by 741
Abstract
Hydropower plants (HPPs) create barriers across rivers and fragment aquatic ecosystems, river reaches and habitats. The reservoirs they create slow the flowing water and convert the riverine into lacustrine ecosystems. The barriers created by HPPs interrupt the seasonal migrations of many fish species, [...] Read more.
Hydropower plants (HPPs) create barriers across rivers and fragment aquatic ecosystems, river reaches and habitats. The reservoirs they create slow the flowing water and convert the riverine into lacustrine ecosystems. The barriers created by HPPs interrupt the seasonal migrations of many fish species, while the reservoirs drive away fish species that are dependent on flowing water habitats. This paper assesses the distribution of fish species in the 3S rivers—Sekong, Sesan and Sre Pok, in Cambodia, Laos and Viet Nam—using IUCN Red List-assessed species distribution by HydroBasin Level 8 from the freshwater reports of the Integrated Biodiversity Assessment Tool (IBAT) and their connectivity with the Mekong. There are currently 61 commissioned dams in the 3S basins and a further 2 under construction, 23 of which are larger than the 30 MW installed capacity. A further 24 HPPs are proposed or planned in these basins. The changes in connectivity caused by the dams are measured by adapting the River Class Connectivity Index (RCICLASS); the original connectivity of the 3S basin taking into account the two major waterfalls in the Sesan and Sre Pok rivers was estimated at 80.9%. With existing dams, the connectivity has been reduced to 23.5%, and with all planned dams, it is reduced further to 10.9%. The resulting re-distribution of fish species occurring throughout the 3S basins is explored, by focusing on migratory guilds and threatened and endemic fish species. With all dams built, it is predicted that the total numbers of species in HydroBasins above the dams will be reduced by 40–50%. The Threatened Species Index is estimated to fall from over 30 near the confluence of the three rivers to less than 10 above the lowest dams on the 3S rivers. The analysis demonstrates how widely available global and regional datasets can be used to assess the impacts of dams on fish biodiversity in this region. Full article
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<p>Data used and processes for analysis and mapping.</p>
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<p>Context of 3S river basin within the Lower Mekong Basin.</p>
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<p>Schematic of the main large-storage hydropower plants in the 3S basin, with HPPs under con-struction (<span class="html-fig-inline" id="water-16-01505-i001"><img alt="Water 16 01505 i001" src="/water/water-16-01505/article_deploy/html/images/water-16-01505-i001.png"/></span>) on Sekong and major waterfalls (<span class="html-fig-inline" id="water-16-01505-i002"><img alt="Water 16 01505 i002" src="/water/water-16-01505/article_deploy/html/images/water-16-01505-i002.png"/></span>). Adapted with permission from the Stimson Center [<a href="#B2-water-16-01505" class="html-bibr">2</a>].</p>
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<p>Locations of hydropower plants in 3S rivers with installed capacity and status.</p>
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<p>River reach connectivity index scores by HydroBasin with (<b>a</b>) existing dams and (<b>b</b>) all future dams.</p>
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<p>River reach connectivity index scores by HydroBasin with (<b>a</b>) existing dams and (<b>b</b>) all future dams.</p>
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<p>Numbers of fish species by HydroBasin—without dams (IBAT Freshwater report, March 2024).</p>
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<p>Distribution of 3S super-endemic species in 3S Level 8 HydroBasins—without dams.</p>
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<p>Distribution of endangered fish species—Threatened Fish Species Index—(<b>a</b>) without dams and (<b>b</b>) with existing dams in place.</p>
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<p>Predicted numbers of fish species in 3S rivers if all dams are built.</p>
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<p>Risks to rithron-resident species from hydropower reservoir formation.</p>
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20 pages, 4695 KiB  
Article
The Effects of Resveratrol and Apigenin on Jejunal Oxidative Injury in Ducks and on Immortalized Duck Intestinal Epithelial Cells Exposed to H2O2
by Ning Zhou, Yongqing Cao, Youwen Luo, Lihua Wang, Ruiqing Li, Heshuang Di, Tiantian Gu, Yun Cao, Tao Zeng, Jianping Zhu, Li Chen, Dong An, Yue Ma, Wenwu Xu, Yong Tian and Lizhi Lu
Antioxidants 2024, 13(5), 611; https://doi.org/10.3390/antiox13050611 - 17 May 2024
Viewed by 1028
Abstract
Oxidative stress increases the apoptosis of intestinal epithelial cells and impairs intestinal epithelial cell renewal, which further promotes intestinal barrier dysfunction and even death. Extensive evidence supports that resveratrol and apigenin have antioxidant, anti-inflammatory, and antiproliferative properties. Here, we investigated the ability of [...] Read more.
Oxidative stress increases the apoptosis of intestinal epithelial cells and impairs intestinal epithelial cell renewal, which further promotes intestinal barrier dysfunction and even death. Extensive evidence supports that resveratrol and apigenin have antioxidant, anti-inflammatory, and antiproliferative properties. Here, we investigated the ability of these two compounds to alleviate diquat-induced jejunal oxidative stress and morphological injury, using the duck as a model, as well as the effects of apigenin on oxidative stress induced by H2O2 in immortalized duck intestinal epithelial cells (IDECs). Ducks were randomly assigned to the following four groups, with five replicates: a control (CON) group, a diquat-challenged (DIQ) group, a resveratrol (500 mg/kg) + diquat (RES) group, and an apigenin (500 mg/kg) + diquat (API) group. We found that serum catalase (CAT) activity and total antioxidant capacity (T-AOC) markedly reduced in the RES and API groups as compared to the DIQ group (p < 0.05); moreover, serum S superoxide dismutase (SOD) levels increased significantly in the API group as compared to the DIQ group (p < 0.05). In jejunal mucosa, the malondialdehyde (MDA) content in the RES and API groups decreased more than that in the DIQ group (p < 0.05). In addition, the jejunal expression levels of the NRF2 and GCLM genes in the RES and API groups increased notably compared with those in the DIQ group (p < 0.05); meanwhile, CAT activity in the RES and API groups was markedly elevated compared with that in the CON group (p < 0.05). In IDECs, apigenin significantly restrained the H2O2-mediated increase in MDA content and decrease in CAT levels (p < 0.05). Furthermore, apigenin increased the protein expression of p-NRF2, NRF2, p-AKT, and p-P38; downregulated that of cleaved caspase-3 and cleaved caspase-9; and reduced the ratio of Bax/Bcl-2 in H2O2-treated IDECs (p < 0.05). In conclusion, resveratrol and apigenin can be used as natural feed additives to protect against jejunal oxidative stress in ducks. Full article
(This article belongs to the Special Issue Oxidative Stress in Poultry Reproduction and Nutrition)
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<p>Serum antioxidative status activity of ducks fed with resveratrol and apigenin after their injection with diquat. CON: ducks fed with a basal diet and sterile saline injection; DIQ: ducks fed with a basal diet and diquat injection; RES: ducks fed with a basal diet containing 500 mg/kg resveratrol and diquat injection; API: ducks fed with a basal diet containing 500 mg/kg apigenin and diquat injection. (<b>a</b>) The MDA level of each group. (<b>b</b>) The CAT level of each group. (<b>c</b>) The SOD level of each group. (<b>d</b>) The GSH-PX level of each group. (<b>e</b>) The T-AOC level of each group. MDA, malondialdehyde; CAT, catalase; SOD, superoxide dismutase; GSH-PX, glutathione peroxidase; T-AOC, total antioxidant capacity. Analysis of variance (one-way ANOVA) was chosen, followed by a least significant difference (LSD) post hoc test. Different letters are significantly different between the groups (<span class="html-italic">p</span> &lt; 0.05).</p>
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<p>Jejunum antioxidative status activity of ducks fed with resveratrol and apigenin after their injection with diquat. CON: ducks fed with a basal diet and sterile saline injection; DIQ: ducks fed with a basal diet and diquat injection; RES: ducks fed with a basal diet containing 500 mg/kg resveratrol and diquat injection; API: ducks fed with a basal diet containing 500 mg/kg apigenin and diquat injection. (<b>a</b>) The MDA level of each group. (<b>b</b>) The CAT level of each group. (<b>c</b>) The SOD level of each group. (<b>d</b>) The GSH-PX level of each group. (<b>e</b>) The T-AOC level of each group. MDA, malondialdehyde; CAT, catalase; SOD, superoxide dismutase; GSH-PX, glutathione peroxidase; T-AOC, total antioxidant capacity. Analysis of variance (one-way ANOVA) was chosen, followed by a least significant difference (LSD) post hoc test. Different letters are significantly different between the groups (<span class="html-italic">p</span> &lt; 0.05).</p>
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<p>The jejunal morphological structure of ducks. CON: ducks fed with a basal diet and sterile saline injection; DIQ: ducks fed with a basal diet and diquat injection; RES: ducks fed with a basal diet containing 500 mg/kg resveratrol and diquat injection; API: ducks fed with a basal diet containing 500 mg/kg apigenin and diquat injection.</p>
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<p>Effects of dietary resveratrol and apigenin supplementation on mRNA expression of antioxidant genes in jejunum of ducks. CON: ducks fed with a basal diet and sterile saline injection; DIQ: ducks fed with a basal diet and diquat injection; RES: ducks fed with a basal diet containing 500 mg/kg resveratrol and diquat injection; API: ducks fed with a basal diet containing 500 mg/kg apigenin and diquat injection. (<b>a</b>) The expression level of NRF2 in each group. (<b>b</b>) The expression level of NQO1 in each group. (<b>c</b>) The expression level of HO-1 in each group. (<b>d</b>) The expression level of GCLM in each group. (<b>e</b>) The expression level of SOD-1 in each group. (<b>f</b>) The expression level of GPX-1 in each group. (<b>g</b>) The expression level of CAT in each group. (<b>h</b>) The expression level of ZO-1 in each group. NRF2, nuclear factor erythroid 2-related factor 2; NQO1, NAD (P) H dehydrogenase quinone 1; HO-1, heme oxygenase-1; GCLM, glutamate cysteine ligase modifier; SOD-1, superoxide dismutase 1; CAT, catalase; GPX-1, glutathione peroxidase 1; ZO-1, zonula occludens-1. Analysis of variance (one-way ANOVA) was chosen, followed by a least significant difference (LSD) post hoc test. Different letters are significantly different between the groups (<span class="html-italic">p</span> &lt; 0.05).</p>
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<p>The viability of IDECs measured by CCK-8 assays. (<b>a</b>) The viability of IDEC cells with different concentrations of apigenin incubated for 6 h. (<b>b</b>) The viability of IDECs that were co-incubated with apigenin (5 μM and 10 μM) and with H<sub>2</sub>O<sub>2</sub> (400 μM). Values for all measurements are expressed as the mean ± SE (n = 3). * <span class="html-italic">p</span> &lt; 0.05 was considered statistically significant.</p>
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<p>Effects of apigenin on in vitro redox markers. (<b>a</b>) The detection of ROS production in IDECs. (<b>b</b>) The detection of MDA contents in IDECs. (<b>c</b>) The detection of CAT contents in IDECs. The ROS production was determined by 2′,7′-dichlorofluorescein diacetate (DCFH-DA). The activities of MDA and CAT in IDECs were measured by commercial kits. ROS, reactive oxygen species; MDA, malondialdehyde; CAT, catalase. Control: DMSO; H<sub>2</sub>O<sub>2</sub>: 400 μM H<sub>2</sub>O<sub>2</sub> incubated for 6 h; H<sub>2</sub>O<sub>2</sub> + API: 400 μM H<sub>2</sub>O<sub>2</sub> + 5 μM apigenin co-incubated for 6 h. Values for all measurements are expressed as the mean ± SE (n = 3). * <span class="html-italic">p</span> &lt; 0.05 was considered statistically significant.</p>
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<p>The cell cycle distribution of IDECs under oxidative stress incubated with apigenin. (<b>a</b>) Cell cycle distribution was analyzed using flow cytometry. (<b>b</b>) The data were analyzed through one-way ANOVA and are expressed as the mean ± SE (n = 3). Control: DMSO; H<sub>2</sub>O<sub>2</sub>: 400 μM H<sub>2</sub>O<sub>2</sub> incubated for 6 h; H<sub>2</sub>O<sub>2</sub> + API: 400 μM H<sub>2</sub>O<sub>2</sub> + 5 μM apigenin co-incubated for 6 h. * <span class="html-italic">p</span> &lt; 0.05 was considered statistically significant.</p>
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<p>The total apoptosis rate of IDECs under oxidative stress incubated with apigenin. (<b>a</b>) The total apoptosis rates were analyzed by flow cytometry. (<b>b</b>) The data were analyzed through one-way ANOVA and values for all measurements are expressed as the mean ± SE (n = 3). Control: DMSO; H<sub>2</sub>O<sub>2</sub>: 400 μM H<sub>2</sub>O<sub>2</sub> incubated for 6 h; H<sub>2</sub>O<sub>2</sub> + API: 400 μM H<sub>2</sub>O<sub>2</sub> + 5 μM apigenin co-incubated for 6 h. * <span class="html-italic">p</span> &lt; 0.05 was considered statistically significant.</p>
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<p>The related protein expression levels of IDECs under oxidative stress incubated with apigenin. (<b>a</b>) Protein levels of AKT, p-AKT, P38, p-P38, NRF2, p-NRF2, and GAPDH were detected by Western blot. (<b>b</b>) The levels of AKT, p-AKT, P38, and p-P38 were quantified by densitometry, and data were normalized to GAPDH. (<b>c</b>) The levels of NRF2 and p-NRF2 were quantified, and data were normalized to GAPDH. Control: DMSO; API: 5 μM apigenin incubated for 6 h; H<sub>2</sub>O<sub>2</sub>: 400 μM H<sub>2</sub>O<sub>2</sub> incubated for 6 h; H<sub>2</sub>O<sub>2</sub> + API: 400 μM H<sub>2</sub>O<sub>2</sub> + 5 μM apigenin co-incubated for 6 h. The data were analyzed through one-way ANOVA and values for all measurements are expressed as the mean ± SE (n = 3). * <span class="html-italic">p</span> &lt; 0.05 was considered statistically significant.</p>
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<p>The apoptosis-related protein expression levels of IDECs under oxidative stress incubated with apigenin. (<b>a</b>) Protein levels of Bax, Bcl-2, caspase-3, cleaved caspase-3, caspase-9, and cleaved caspase-9 were detected by Western blot. (<b>b</b>) The levels of caspase-3, cleaved caspase-3, caspase-9, and cleaved caspase-9 were quantified by densitometry, and data were normalized to GAPDH. (<b>c</b>) The levels of Bax and Bcl-2 were quantified, and data were normalized to GAPDH. Control: DMSO; API: 5 μM apigenin incubated for 6 h; H<sub>2</sub>O<sub>2</sub>: 400 μM H<sub>2</sub>O<sub>2</sub> incubated for 6 h; H<sub>2</sub>O<sub>2</sub> + API: 400 μM H<sub>2</sub>O<sub>2</sub> + 5 μM apigenin co-incubated for 6 h. The data were analyzed through one-way ANOVA and values for all measurements are expressed as the mean ± SE (n = 3). * <span class="html-italic">p</span> &lt; 0.05 was considered statistically significant.</p>
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16 pages, 269 KiB  
Article
Selecting and Tailoring Implementation Strategies to Improve Human Papillomavirus Vaccine Uptake in Zambia: A Nominal Group Technique Approach
by Mwansa Ketty Lubeya, Mulindi Mwanahamuntu, Carla J. Chibwesha, Moses Mukosha and Mary Kawonga
Vaccines 2024, 12(5), 542; https://doi.org/10.3390/vaccines12050542 - 15 May 2024
Viewed by 940
Abstract
The human papillomavirus (HPV) vaccine is effective in cervical cancer prevention. However, many barriers to uptake exist and strategies to overcome them are needed. Therefore, this study aimed to select and tailor implementation strategies to barriers identified by multiple stakeholders in Zambia. The [...] Read more.
The human papillomavirus (HPV) vaccine is effective in cervical cancer prevention. However, many barriers to uptake exist and strategies to overcome them are needed. Therefore, this study aimed to select and tailor implementation strategies to barriers identified by multiple stakeholders in Zambia. The study was conducted in Lusaka district between January and February 2023. Participants were purposively sampled from three stakeholder groups namely, adolescent girls, parents, and teachers and healthcare workers. With each of the stakeholders’ groups (10–13 participants per group), we used the nominal group technique to gain consensus to tailor feasible and acceptable implementation strategies for mitigating the identified contextual barriers. The identified barriers included low levels of knowledge and awareness about the HPV vaccine, being out of school, poor community sensitisation, lack of parental consent to vaccinate daughters, and myths and misinformation about the HPV vaccine. The lack of knowledge and awareness of the HPV vaccine was a common barrier across the three groups. Tailored strategies included conducting educational meetings and consensus-building meetings, using mass media, changing service sites, re-examining implementation, and involving patients/consumers and their relatives. Our study contributes to the available evidence on the process of selecting and tailoring implementation strategies to overcome contextual barriers. Policymakers should consider these tailored strategies to mitigate barriers and improve HPV vaccine uptake. Full article
(This article belongs to the Special Issue Vaccine Strategies for HPV-Related Cancers)
22 pages, 5825 KiB  
Article
Valproic Acid Treatment after Traumatic Brain Injury in Mice Alleviates Neuronal Death and Inflammation in Association with Increased Plasma Lysophosphatidylcholines
by Regina Hummel, Erika Dorochow, Sonja Zander, Katharina Ritter, Lisa Hahnefeld, Robert Gurke, Irmgard Tegeder and Michael K. E. Schäfer
Cells 2024, 13(9), 734; https://doi.org/10.3390/cells13090734 - 23 Apr 2024
Viewed by 1550
Abstract
The histone deacetylase inhibitor (HDACi) valproic acid (VPA) has neuroprotective and anti-inflammatory effects in experimental traumatic brain injury (TBI), which have been partially attributed to the epigenetic disinhibition of the transcription repressor RE1-Silencing Transcription Factor/Neuron-Restrictive Silencer Factor (REST/NRSF). Additionally, VPA changes post-traumatic brain [...] Read more.
The histone deacetylase inhibitor (HDACi) valproic acid (VPA) has neuroprotective and anti-inflammatory effects in experimental traumatic brain injury (TBI), which have been partially attributed to the epigenetic disinhibition of the transcription repressor RE1-Silencing Transcription Factor/Neuron-Restrictive Silencer Factor (REST/NRSF). Additionally, VPA changes post-traumatic brain injury (TBI) brain metabolism to create a neuroprotective environment. To address the interconnection of neuroprotection, metabolism, inflammation and REST/NRSF after TBI, we subjected C57BL/6N mice to experimental TBI and intraperitoneal VPA administration or vehicle solution at 15 min, 1, 2, and 3 days post-injury (dpi). At 7 dpi, TBI-induced an up-regulation of REST/NRSF gene expression and HDACi function of VPA on histone H3 acetylation were confirmed. Neurological deficits, brain lesion size, blood–brain barrier permeability, or astrogliosis were not affected, and REST/NRSF target genes were only marginally influenced by VPA. However, VPA attenuated structural damage in the hippocampus, microgliosis and expression of the pro-inflammatory marker genes. Analyses of plasma lipidomic and polar metabolomic patterns revealed that VPA treatment increased lysophosphatidylcholines (LPCs), which were inversely associated with interleukin 1 beta (Il1b) and tumor necrosis factor (Tnf) gene expression in the brain. The results show that VPA has mild neuroprotective and anti-inflammatory effects likely originating from favorable systemic metabolic changes resulting in increased plasma LPCs that are known to be actively taken up by the brain and function as carriers for neuroprotective polyunsaturated fatty acids. Full article
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Graphical abstract

Graphical abstract
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<p>VPA functions as HDACi and REST/NRSF gene expression is up-regulated after CCI. (<b>A</b>) Immunoblot showing the pharmacologic effect of valproic acid (VPA) with increased acetyl-histone H3 levels in perilesional brain samples of VPA-treated mice (pooled from <span class="html-italic">n</span> = 11 per group) Antibodies used: 1: acetyl-histone H3 (Lys9) (C5B11); 2: acetyl-histone H3 (Lys27) (D5E4); 3: acetyl-histone H3 (Lys18) (D8Z5H); 4: acetyl-histone H3 (Lys14) (D4B9); 5: acetyl-histone H3 (Lys56); 6: histone H3 (D1H2). (<b>B</b>) Gene expression analyses and quantification of the transcription factor REST/NRSF normalized to Ppia in naïve animals (<span class="html-italic">n</span> = 10) and at 1 (<span class="html-italic">n</span> = 9 animals), 3, 5, and 7 (each time point <span class="html-italic">n</span> = 10 animals) days after CCI. Data are expressed as mean ± SEM with individual values shown and <span class="html-italic">p</span> values were calculated by one-way ANOVA with post hoc Holm–Šidák correction (*** <span class="html-italic">p</span> &lt; 0.001; **** <span class="html-italic">p</span> &lt; 0.0001).</p>
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<p>VPA treatment does not affect mRNA expression of REST/NRSF target genes in the injured brain. Gene expression analyses by qPCR 7 days post-injury (dpi) relative to <span class="html-italic">Ppia</span>. (<b>A</b>) <span class="html-italic">Rest</span>/<span class="html-italic">Nrsf</span>; (<b>B</b>) <span class="html-italic">Bdnf</span>; (<b>C</b>) <span class="html-italic">Ntrk2</span>; (<b>D</b>) <span class="html-italic">Grin2a</span>; (<b>E</b>) <span class="html-italic">Gria1</span>; (<b>F</b>) <span class="html-italic">Slc12a5</span>; (<b>G</b>) <span class="html-italic">Chrm4</span>; (<b>H</b>) <span class="html-italic">Egr1</span>; (<b>I</b>) <span class="html-italic">Arc</span>; (<b>J</b>) <span class="html-italic">Cspg4</span>; (<b>K</b>) <span class="html-italic">Pdgfra</span>; (<b>L</b>) <span class="html-italic">Syn1</span>; (<b>M</b>) <span class="html-italic">Snap25</span>; (<b>N</b>) <span class="html-italic">L1cam</span>; (<b>O</b>) <span class="html-italic">Bax</span>; (<b>P</b>) <span class="html-italic">Bcl2</span>. CCI effects were observed, but VPA treatment had no effect on gene expression in sham or CCI groups. Data are expressed as mean ± SEM with individual values shown and <span class="html-italic">p</span> values were calculated by one-way ANOVA with post hoc Holm–Šidák correction (# <span class="html-italic">p</span> &lt; 0.05; ## <span class="html-italic">p</span> &lt; 0.01; ### <span class="html-italic">p</span> &lt; 0.001; #### <span class="html-italic">p</span> &lt; 0.0001).</p>
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<p>Administration of VPA does not influence acute neurological deficits or brain lesion size at 7 dpi but attenuates structural damage in the hippocampus. (<b>A</b>) Body weight time course at post-traumatic day 1, 3, 5 and 7 in % of pre-surgery body weight [g], ns = not significantly different. (<b>B</b>) Neurological severity score (NSS) day 1, 3, 5 and 7. Sample size NSS/body weight: vehicle-controlled cortical impact (CCI): <span class="html-italic">n</span> = 11, VPA CCI: <span class="html-italic">n</span> = 12, vehicle sham: <span class="html-italic">n</span> = 8, VPA sham: <span class="html-italic">n</span> = 8. * <span class="html-italic">p</span> &lt; 0.05, **** <span class="html-italic">p</span> &lt; 0.0001 significantly different as indicated (CCI vs. sham animals). (<b>C</b>) Representative images of cresyl violet stained brain sections at 7 dpi from vehicle or VPA-treated mice. (<b>D</b>) Boxed regions from (<b>C</b>) shown in higher magnification with detail enlargement of the hippocampal granule cell layer (GCL) at 7 dpi in vehicle and VPA-treated mice. (<b>E</b>) Quantification of lesion volume and (<b>F</b>) GCL thickness (vehicle CCI: <span class="html-italic">n</span> = 11, VPA CCI: <span class="html-italic">n</span> = 12), * indicates significance levels between CCI groups and # between sham and corresponding CCI groups (** <span class="html-italic">p</span> &lt; 0.01, #### <span class="html-italic">p</span> &lt; 0.0001). All data points represent individual animals, and data are expressed as mean ± SEM, <span class="html-italic">p</span> values were calculated by two-way ANOVA with Holm–Šidák correction (<b>A</b>), Kruskal–Wallis test with Dunn’s correction (<b>B</b>), Mann–Whitney U Test (<b>E</b>) and one-way ANOVA with Holm–Šidák correction (<b>F</b>).</p>
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<p>VPA treatment does not affect BBB disruption and astrocyte activation at 7 dpi. (<b>A</b>) Quantification of IgG extravasation into brain tissue. Representative examples of immuno-dot blots from the lesioned hemisphere at 7 dpi and corresponding sham tissue are shown. (<b>B</b>) Gene expression analysis of the astrogliosis marker <span class="html-italic">GFAP</span> normalized to <span class="html-italic">Ppia</span>. (<b>C</b>) Quantification of GFAP protein levels and breakdown products (BDPs) relative to GAPDH. One sample from vehicle CCI and VPA CCI was excluded because the corresponding GAPDH reference band could not be correctly quantified. Anti-GFAP/anti-GAPDH immunoblots are shown. (<b>D</b>) Quantification of the anti-GFAP immunoreactivity (IR) area. Representative examples of immunofluorescence images are shown (scale: 50 µm). Data are expressed as mean ± SEM with individual values shown, <span class="html-italic">p</span> values were calculated by one-way ANOVA followed by comparison of pre-defined pairs (Vehicle versus VPA treatment) using <span class="html-italic">t</span>-test with α adjustment according to Holm–Šidák.</p>
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<p>Microglia activation after CCI is reduced by VPA. Gene expression analyses of the microglia markers <span class="html-italic">Aif1</span> (<b>A</b>), <span class="html-italic">Tspo</span> (<b>B</b>, 18 kDa translocator protein) and <span class="html-italic">Cd74</span> (<b>C</b>) normalized to <span class="html-italic">Ppia</span>. (<b>D</b>) Scheme showing the lesion core (orange) and the region of interest for the examination of microglial activation by anti-Iba1 immunohistochemistry (IHC, black box) medial to the lesion site. (<b>E</b>) Images of anti-Iba1 immunostaining showing perilesional microglia activation 7 dpi (scale 50 µm). (<b>F</b>) Quantification of the anti-Iba-1 immunoreactive area medial to the lesion site. Sample size: vehicle CCI: <span class="html-italic">n</span> = 11, VPA CCI: <span class="html-italic">n</span> = 12, vehicle sham: <span class="html-italic">n</span> = 8, VPA sham: <span class="html-italic">n</span> = 8. Data are expressed as mean ± SEM with individual values shown and <span class="html-italic">p</span> values (* <span class="html-italic">p</span> &lt; 0.05) were calculated by one-way ANOVA followed by comparison of the treatment-relevant groups (CCI-Vehicle versus CC-VPA) using <span class="html-italic">t</span>-test.</p>
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<p>VPA attenuates pro-inflammatory gene expression after CCI. Gene expression analyses of pro-inflammatory markers normalized to <span class="html-italic">Ppia</span>. Quantification of the pro-inflammatory cytokines <span class="html-italic">Il1b</span> (<b>A</b>), <span class="html-italic">Tnfa</span> (<b>B</b>), <span class="html-italic">Nos2</span> (<b>C</b>) and <span class="html-italic">Il6</span> (<b>D</b>). Sample size vehicle CCI: <span class="html-italic">n</span> = 11, VPA CCI: <span class="html-italic">n</span> = 12. Outliers as determined by Grubb’s test were removed from further analysis (<span class="html-italic">Il1b</span>, <span class="html-italic">Nos2</span>, <span class="html-italic">Il6</span>: 1 outlier in VPA sham, <span class="html-italic">Tnfa</span>: 2 outliers in VPA sham). Data are expressed as mean ± SEM with individual values shown and <span class="html-italic">p</span> values (* <span class="html-italic">p</span> &lt; 0.05, ** <span class="html-italic">p</span> &lt; 0.01) were calculated by one-way ANOVA followed by comparison of pre-defined pairs (Vehicle versus VPA treatment) using <span class="html-italic">t</span>-test with α adjustment according to Holm–Šidák.</p>
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<p>Lipidomic analysis of plasma samples 7 days after controlled cortical impact (CCI) or sham surgery in animals treated with vehicle or VPA (3 dpi 400 mg/kg VPA i.p.). (<b>A</b>) Volcano plot of CCI-Vehicle versus CCI-VPA. Lipids increased in the VPA group are on the right side of the x-axis (sham groups in <a href="#app1-cells-13-00734" class="html-app">Supplementary Figure S4A</a>). (<b>B</b>) Partial least square discriminant analysis (PLS-DA) component 1 versus component 2 scatter plot and 85% confidence ellipses. Two sham-VPA animals were excluded, which were identified as outliers by random forest analysis. (<b>C</b>) Variable importance plot (VIP) of PLS-DA component-1. (<b>D</b>) XY-scatter plots showing the association of lipid classes versus <span class="html-italic">Il1b</span> mRNA. To obtain a summary value of a lipid class, individual AUC/IS values of individual lipid species with different chain lengths and saturation of the respective class were summed. Associations with TNFα are shown in <a href="#app1-cells-13-00734" class="html-app">Supplementary Figure S6A</a>. Sample sizes: controlled cortical impact (CCI) vehicle <span class="html-italic">n</span> = 12, CCI VPA <span class="html-italic">n</span> = 12, sham vehicle <span class="html-italic">n</span> = 8, sham-VPA <span class="html-italic">n</span> = 8. Abbreviations of lipids: CAR, carnitines; CER, ceramides; LPC, lysophosphatidylcholine; PC, phosphatidylcholine; LPE, lysophosphatidylethanolamine; SE, steryl ester; SM, sphingomyelins; ST, sterols.</p>
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<p>Metabolomic analysis of polar metabolites in plasma samples 7 days after controlled cortical impact (CCI) or sham surgery in animals treated with vehicle or VPA (3 dpi 400 mg/kg VPA i.p.). (<b>A</b>) Volcano plot of CCI-Vehicle versus CCI-VPA. Metabolites that were increased in the VPA group are on the right side of the x-axis (sham groups in <a href="#app1-cells-13-00734" class="html-app">Supplementary Figure S4B</a>). (<b>B</b>) Partial least square discriminant analysis (PLS-DA) component 1 versus component 2 scatter plot and 85% confidence ellipses. One VPA animal each in the CCI and sham group were excluded, which were identified as outliers by random forest analysis. (<b>C</b>) Variable importance plot (VIP) of PLS-DA component-1. (<b>D</b>) XY scatter plots showing the association of key regulated metabolites versus <span class="html-italic">Il1b</span>. Associations with <span class="html-italic">Tnfa</span> are shown in <a href="#app1-cells-13-00734" class="html-app">Supplementary Figure S6B</a>. Sample sizes: controlled cortical impact (CCI) vehicle <span class="html-italic">n</span> = 12, CCI-VPA <span class="html-italic">n</span> = 12, sham vehicle <span class="html-italic">n</span> = 8, sham-VPA <span class="html-italic">n</span> = 8.</p>
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