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Search Results (394)

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Keywords = prolonged lifespan

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26 pages, 1772 KB  
Review
Anemia of Chronic Disease: Pathophysiology, Diagnosis and Management
by Keziah Abbotts and Priya Sriskandarajah
Hematol. Rep. 2026, 18(4), 48; https://doi.org/10.3390/hematolrep18040048 - 2 Jul 2026
Viewed by 4561
Abstract
Anemia of chronic disease (ACD) is a condition linked to chronic immune activation secondary to a wide range of infectious, inflammatory, and autoimmune diseases. It is characterized by a state of iron-restricted erythropoiesis, in which prolonged activation of cytokines leads to retention of [...] Read more.
Anemia of chronic disease (ACD) is a condition linked to chronic immune activation secondary to a wide range of infectious, inflammatory, and autoimmune diseases. It is characterized by a state of iron-restricted erythropoiesis, in which prolonged activation of cytokines leads to retention of iron within the reticulo-endothelial system, driven primarily by hepcidin. Reduced iron availability contributes to a blunted response by erythropoietin and impaired erythropoiesis, in addition to a shortened red cell lifespan. In patients found to have anemia and evidence of chronic inflammation, parameters such as mean cell volume, iron studies, percentage of hypochromic red cells, reticulocyte hemoglobin content, and levels of ferritin, serum transferrin receptor, hepcidin, erythropoietin, and GDF15 are all used to build a picture of anemia of chronic disease. Following this, management normally utilizes erythropoietin-stimulating agents alongside parenteral iron supplementation when treatment of the underlying cause is not available. Newer therapies, such as hypoxia-inducible factor prolyl hydroxylase inhibitors and hepcidin inhibitors, also play a role, while cytokine targets, carbon dots, androgens, and other therapies are emerging as possible treatment routes. Despite its high prevalence, there remain few standardized methods of diagnosis or management in anemia of chronic disease. This narrative review explores long-standing and emerging practices in the diagnosis and management of this condition to ensure an up-to-date understanding. Full article
(This article belongs to the Special Issue Anaemia in Focus: Challenges and Solutions in Haematology)
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18 pages, 13222 KB  
Article
Transcriptome-Based Identification of AP2/EREBP Genes Regulating Cuticle Formation in Tree Peony ‘Bai Wang Shi Zi’
by Xu Li, Zhimin Huang, Conghao Hong, Youyi Zang, Yongjuan Jiao, Mengxue Xu, Meiyu Qiao, Yixin Liang and Hongbo Gao
Plants 2026, 15(12), 1911; https://doi.org/10.3390/plants15121911 - 20 Jun 2026
Viewed by 352
Abstract
Tree peony (Paeonia suffruticosa Andr.) is a traditional ornamental plant of high economic and cultural value, but its flower longevity is often limited by petal water loss. Cuticular wax serves as an essential barrier against non-stomatal water loss, and the AP2/EREBP (APETALA2/Ethylene-Responsive [...] Read more.
Tree peony (Paeonia suffruticosa Andr.) is a traditional ornamental plant of high economic and cultural value, but its flower longevity is often limited by petal water loss. Cuticular wax serves as an essential barrier against non-stomatal water loss, and the AP2/EREBP (APETALA2/Ethylene-Responsive Element Binding Protein) transcription factor family is known to regulate wax biosynthesis. However, little information is available on the roles of AP2/EREBP genes in petal cuticle formation in tree peony. In this study, we performed transcriptome sequencing on petals of the tree peony cultivar ‘Bai Wang Shi Zi’ at three developmental stages (early, middle, and late). Using the assembled transcriptomic data, we identified 29 high-confidence AP2/EREBP family members, which were phylogenetically classified into AP2, ERF, and DREB subfamilies. Expression profiling revealed that 18 of these genes exhibited stage-specific expression patterns during petal development. Among them, two homologs of Arabidopsis SHN1 (SHINE 1) and WRI3 (WRINKLED 3), designated PsSHN1 and PsWRI3, showed peak expression at the middle stage. By co-expression analysis and phylogenetic comparison, three downstream candidate genes were identified and named PsCER2, PsKAS1, and PsLTPG1, based on their homology with known wax-related genes. Dual-luciferase reporter assays indicated that PsSHN1 and PsWRI3 can activate the promoters of PsCER2, PsKAS1, and PsLTPG1, suggesting a possible cooperative regulation of cuticle formation. Collectively, our findings provide promising candidate genes for prolonging floral lifespan by improving petal cuticular wax accumulation, and lay a preliminary foundation for molecular breeding and quality improvement of tree peony and other ornamental flowers. Full article
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12 pages, 5783 KB  
Article
Effects of Microplastics and Cadmium on the Leptinotarsa decemlineata (Coleoptera: Chrysomelidae): An Evaluation Using a Two-Sex Life Table
by Boling Liu, Yunhui Liu, Yi Zhang, Bingyu He, Yulin Gao and Chao Li
Insects 2026, 17(6), 638; https://doi.org/10.3390/insects17060638 - 17 Jun 2026
Viewed by 502
Abstract
This study utilized the age-stage, two-sex life table method to evaluate the toxic effects of polyethylene microplastics (PE, 300 mg/kg) and cadmium (Cd, 30 mg/kg), both individually and combined, on Leptinotarsa decemlineata. Compared to controls, all treatments significantly prolonged larval development and [...] Read more.
This study utilized the age-stage, two-sex life table method to evaluate the toxic effects of polyethylene microplastics (PE, 300 mg/kg) and cadmium (Cd, 30 mg/kg), both individually and combined, on Leptinotarsa decemlineata. Compared to controls, all treatments significantly prolonged larval development and reduced survival, lifespan, and fecundity. The combined exposure (PE + Cd) exerted the strongest inhibition: the total pre-adult developmental duration (TPOP) increased by 18.8% (38.00 days), while the intrinsic growth rate (r) dropped by 59.0% to 0.0273 d−1. Additionally, the net reproduction rate (R0) and fecundity fell to their lowest levels (5.08 and 19.06, respectively), significantly lower than in single-treatment groups. Age-stage life expectancy analysis confirmed severe survival pressure in the combined group, evidenced by a 30% reduction in first-instar survival and a 14-day shortened adult lifespan. These findings demonstrate the synergistic toxicity of PE and Cd co-contamination, providing critical data for ecological risk assessment in the “soil–plant–herbivore” system and integrated pest management strategies. Full article
(This article belongs to the Section Insect Pest and Vector Management)
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19 pages, 5503 KB  
Article
From Maternal Exposure to F1 Development: Unveiling Cyclophosphamide-Induced Reproductive Toxicity
by Xiaolin Meng, Fengyuan Liu, Na Xu, Jihui Ai, Jie Yang, Hualin Bai, Qiuyue Liao, Yan Zhang, Jianliu Wang, Jianbo Wei and Kezhen Li
Biomedicines 2026, 14(6), 1353; https://doi.org/10.3390/biomedicines14061353 - 16 Jun 2026
Viewed by 416
Abstract
Background: Various controversial conclusions exist regarding the reproductive toxicity of cyclophosphamide, creating uncertainties about the recovery timeline of maternal reproductive capacity and offspring health. Methods: Using a mouse model with a clinically relevant cyclophosphamide dosing regimen, we examined the recovery of [...] Read more.
Background: Various controversial conclusions exist regarding the reproductive toxicity of cyclophosphamide, creating uncertainties about the recovery timeline of maternal reproductive capacity and offspring health. Methods: Using a mouse model with a clinically relevant cyclophosphamide dosing regimen, we examined the recovery of female reproductive function after exposure and the long-term survival and development of their offspring. Results: Our findings revealed that cyclophosphamide exposure shortened the maternal reproductive lifespan, characterized by early fertility impairment at one week (p < 0.05), transient recovery at two weeks (p > 0.05), a subsequent decline at four weeks with further deterioration, and eventual progression to infertility at six months (p < 0.01). F1 pups from the cyclophosphamide group exhibited growth restriction, higher mortality rates, delayed pubertal onset, and impaired neurodevelopment during long-term follow-up. Although some parameters transiently improved at 2 weeks post-withdrawal, these abnormalities persisted or recurred at 4 and 8 weeks, indicating that developmental defects were not lessened by prolonging the medication withdrawal period. Conclusions: These findings demonstrate irreversible gonadotoxicity and developmental toxicity following cyclophosphamide exposure in this mouse model. Full article
(This article belongs to the Section Endocrinology and Metabolism Research)
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14 pages, 1598 KB  
Article
Deciphering Ultra-High Dose Rate Irradiation with Drosophila melanogaster
by Marvin Kreuzer, Irene Vetrugno, Riccardo Dal Bello, Stephanie Tanadini-Lang, Erich Brunner, Darlina von Salis, Damian Manetsch, Sandipan Tewary, Matthias Guckenberger, Jamie Little and Martin Pruschy
Antioxidants 2026, 15(6), 736; https://doi.org/10.3390/antiox15060736 - 10 Jun 2026
Viewed by 528
Abstract
FLASH RT, which employs ultra-high dose rates (UHDR), has shown potential in reducing irradiation-induced damage to normal tissue while maintaining effective tumor targeting. For successful clinical translation, mechanistic explanation behind the so-called FLASH effect has yet to be deciphered and new in vivo [...] Read more.
FLASH RT, which employs ultra-high dose rates (UHDR), has shown potential in reducing irradiation-induced damage to normal tissue while maintaining effective tumor targeting. For successful clinical translation, mechanistic explanation behind the so-called FLASH effect has yet to be deciphered and new in vivo model systems for mechanistic studies are therefore of high demand. We investigated the differential effects of UHDR (3000–7000 Gy/s) and conventional (CONV) (0.5 Gy/s) irradiation in D. melanogaster by irradiating adult female flies with 16 MeV and 9 MeV electron beams using an adapted clinical linear accelerator. Substantial lifespan prolongations were observed in single high-dose UHDR-irradiated groups compared to CONV irradiation groups with increasing doses (1000–1500 Gy). Split-dose UHDR irradiation further increased the lifespan compared to single high-dose UHDR irradiation. In addition, climbing deficits were induced by 300 Gy of CONV irradiation, but not by single high-dose UHDR irradiation. Additionally, we identified increased levels of lipid peroxidation in D. melanogaster brains indicating ferroptosis following CONV irradiation, which was not observed after single high-dose UHDR irradiation. Using relevant biological endpoints, we here demonstrate D. melanogaster with its advantageous characteristics to be a highly practical preclinical model organism to mechanistically investigate differential responses to UHDR and CONV irradiation. Full article
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14 pages, 3000 KB  
Article
Host-Induced Gene Silencing of SmDSR32 Enhances Wheat Defense Against Sitobion miscanthi
by Jiahui Zhang, Xue Zhong, Mingxin Cao, Jiajing Xu, Mengchao Qin, Frédéric Francis and Lanqin Xia
Curr. Issues Mol. Biol. 2026, 48(5), 523; https://doi.org/10.3390/cimb48050523 - 17 May 2026
Viewed by 434
Abstract
The grain aphid, Sitobion miscanthi, poses a serious threat to cereal crops worldwide, leading to considerable yield losses and demanding annual insecticide applications during the grain-filling stage. As a sustainable alternative, we explored host-induced gene silencing (HIGS) targeting an aphid-specific gene. In [...] Read more.
The grain aphid, Sitobion miscanthi, poses a serious threat to cereal crops worldwide, leading to considerable yield losses and demanding annual insecticide applications during the grain-filling stage. As a sustainable alternative, we explored host-induced gene silencing (HIGS) targeting an aphid-specific gene. In this study, we identified SmDSR32, a novel gene encoding a salivary peptide in S. miscanthi, and validated its suitability for RNAi. Transgenic wheat lines expressing SmDSR32-dsRNA were generated. Aphids feeding on these lines showed a 20-fold reduction in SmDSR32 transcript levels compared with controls. This silencing disrupted normal feeding behavior in electropenetrography (EPG) analyses, characterized by a 1.94-fold prolongation of intercellular probing and a 61% shortening of phloem ingestion. Consequently, aphid performance was severely compromised, with at least a 56.7% decrease in survival, a shortening of 5 days in lifespan, and a reduction of 9–10 individuals in aphid progeny production. Impressively, upon being transferred to wild-type plants, both the surviving aphids and their progeny sustained fitness deficits, with a 30% reduction in survival still observed in the first generation. These findings validate SmDSR32 as a potent RNAi target and establish HIGS targeting essential salivary genes as a promising strategy for sustainable aphid management in wheat. Full article
(This article belongs to the Special Issue Molecular Mechanisms of Abiotic and Biotic Stress Tolerance in Crops)
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25 pages, 4970 KB  
Article
Coordinated Frequency Regulation Strategy for Wind-Power–Hydrogen Coupled Systems Considering the Equivalent State of Charge
by Xin Wang, Zewei Li and Zhenglong Sun
Energies 2026, 19(9), 2203; https://doi.org/10.3390/en19092203 - 2 May 2026
Viewed by 423
Abstract
To address the frequency stability challenges arising from the high penetration of renewable energy, this study proposes a coordinated frequency regulation strategy for wind-power–hydrogen coupled systems, considering the Equivalent State of Charge (ESOC). While wind-power–hydrogen integration offers significant regulation potential, frequent ESOC excursions [...] Read more.
To address the frequency stability challenges arising from the high penetration of renewable energy, this study proposes a coordinated frequency regulation strategy for wind-power–hydrogen coupled systems, considering the Equivalent State of Charge (ESOC). While wind-power–hydrogen integration offers significant regulation potential, frequent ESOC excursions toward operational limits may lead to power interruptions and increased durability-related stress on hydrogen units. To resolve this, a refined mathematical model comprising wind turbines, electrolyzers, and fuel cells is first established to characterize system dynamics. The proposed method adopts an ESOC-based partitioning control logic: within normal ESOC ranges, the hydrogen storage system provides rapid frequency support via virtual inertia control; when ESOC reaches operational thresholds, the hydrogen unit seamlessly transitions out of service to prolong its lifespan, while the wind turbine dynamically compensates for the power deficit through adaptive droop control. Compared with other methods, the strategy proposed in this paper, implemented via DIgSILENT/PowerFactory simulations, improves the frequency nadir by 0.02 Hz during load increases and reduces the frequency peak by 0.04 Hz during load shedding. Under stochastic disturbances, the absolute steady-state frequency error is maintained below 0.02 Hz, while frequency deviations are strictly confined within ±0.5 Hz. These improvements significantly enhance both grid resilience and the operational safety of hydrogen units. Full article
(This article belongs to the Section A1: Smart Grids and Microgrids)
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21 pages, 4404 KB  
Article
Evidence for Potentiation of M-Type Potassium Current by Flavonoid Corylin (3-(2,2-Dimethylchromen-6-yl)-7-hydroxychromen-4-one)
by Sheng-Nan Wu, Rasa Liutkevičienė and Sheng-Che Lin
Pharmaceuticals 2026, 19(5), 713; https://doi.org/10.3390/ph19050713 - 30 Apr 2026
Viewed by 752
Abstract
Background: Corylin (3-(2,2-dimethylchromen-6-yl)-7-hydroxychromen-4-one), a bioactive flavonoid, has been reported to exercise anti-inflammatory, antineoplastic, and antioxidant effects, and may also possess lifespan-extending properties. Objectives: Any modifications of transmembrane ionic currents produced by corylin remain largely unknown. Methods: The patch-clamp technique and docking prediction were [...] Read more.
Background: Corylin (3-(2,2-dimethylchromen-6-yl)-7-hydroxychromen-4-one), a bioactive flavonoid, has been reported to exercise anti-inflammatory, antineoplastic, and antioxidant effects, and may also possess lifespan-extending properties. Objectives: Any modifications of transmembrane ionic currents produced by corylin remain largely unknown. Methods: The patch-clamp technique and docking prediction were used in this study. Results: In pituitary GH3 somatolactotrophs, corylin concentration-dependently increased the magnitude of the M-type K+ current (IK(M)), with an EC50 of 3.8 μM. Concurrently, the activation time constant of IK(M) was shortened. The addition of linopirdine (10 μM), an IK(M) inhibitor, suppressed the current amplitude. Corylin also induced a leftward shift in the steady-state activation curve and enhanced IK(M) during pulse-train stimulation. Moreover, corylin increases the hysteretic strength of IK(M) evoked by a long-lasting triangular ramp pulse; this effect was attenuated by linopirdine. The stimulatory effect of corylin on IK(M) was not altered by carvedilol or iberiotoxin but was reduced by dapagliflozin. In contrast, depolarization-activated IK(M) was not affected by 17β-estradiol alone. In cell-attached recordings, corylin increased M-type K+ (KM)-channel activity with minimal change in single-channel amplitude, while prolonging the mean open time. This stimulatory effect was reversed by linopirdine or dapagliflozin. Additionally, corylin slightly inhibited the erg-mediated current. Docking analysis further suggested that corylin potentially interacts with residues in KCNQ2 or KCNH2 channels via hydrogen bonding and hydrophobic interactions. Conclusions: These findings suggest that corylin modulates ionic currents, primarily through KM (KCNQ/KV7) channels, which may underlie its in vivo actions and those of related flavonoids. These effects may contribute to the regulation of functional activities of neuronal, neuroendocrine, and endocrine cells. Full article
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27 pages, 3661 KB  
Article
Thermo-Mechanical Resilience and Sustainability of Steel Fiber-Reinforced Mortars with High-Volume Fly Ash Under Extreme Conditions
by Murteda Ünverdi, Selin Özteber, Ali Mardani, Kemal Karakuzu and Sultan Husein Bayqra
Buildings 2026, 16(9), 1757; https://doi.org/10.3390/buildings16091757 - 29 Apr 2026
Cited by 1 | Viewed by 513
Abstract
Developing sustainable and fire-resistant infrastructure is a critical technological, economic, and environmental challenge for modern construction stakeholders. Traditional cementitious composites experience severe microstructural degradation under extreme temperatures and their high carbon footprint exacerbates global environmental concerns. While the individual high-temperature behaviors of supplementary [...] Read more.
Developing sustainable and fire-resistant infrastructure is a critical technological, economic, and environmental challenge for modern construction stakeholders. Traditional cementitious composites experience severe microstructural degradation under extreme temperatures and their high carbon footprint exacerbates global environmental concerns. While the individual high-temperature behaviors of supplementary cementitious materials and fibers have been widely studied, the long-term synergistic mechanisms of high-volume fly ash combined with steel fibers under extreme thermal shock remain critically underinvestigated. To address this urgent need and bridge this scientific gap, hybrid mortars incorporating high-volume fly ash (FA) and steel fibers (SF) were tested under prolonged curing (150 days) and extreme heat (up to 600 °C). In terms of engineering and construction effects, the optimal CFA50-F hybrid composite delivered the highest residual compressive and flexural capacities (retaining nearly 60% of its late-age compressive strength at 32.00 MPa), preserved acoustic continuity (restricting UPV loss to 41.4%), and severely restricted high-temperature capillary permeability (limiting the water absorption increase to 49.7%) compared to traditional plain matrices. Scientifically, this superior resistance is governed by a two-step protective mechanism. High-volume FA chemically stabilizes the matrix by consuming vulnerable portlandite and preventing the formation of expansive calcium oxide. Simultaneously, ultra-fine FA particles physically densify the interfacial transition zones, securely anchoring the steel fibers and preventing premature high-temperature pull-out, while enabling the fibers to bridge thermally induced macro-cracks successfully. Environmentally and economically, an annualized service-life Life Cycle Assessment (LCA) revealed that substituting 50% of the cement with FA completely subsidizes the production-stage carbon penalty of the metallic reinforcement. By extending the operational lifespan to 40 years, the CFA50-F composite achieves a net 27% reduction in annualized global warming potential, providing a highly sustainable and cost-effective material solution. Full article
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12 pages, 606 KB  
Article
Impact of Insect Prey and Plant Food Sources on Development and Reproduction of the Phytozoophagous Mirid Bug, Apolygus lucorum (Meyer-Dür)
by Lili Wang, Lingyun Li, Baoyou Liu and Kongming Wu
Insects 2026, 17(5), 443; https://doi.org/10.3390/insects17050443 - 22 Apr 2026
Viewed by 584
Abstract
Apolygus lucorum (Meyer-Dür) is a phytozoophagous crop pest. While the effects of plant-based diets on its development and reproduction have been extensively studied, the combined effects of plant- and prey-based diets on these traits remain poorly understood. This study systematically evaluated the effects [...] Read more.
Apolygus lucorum (Meyer-Dür) is a phytozoophagous crop pest. While the effects of plant-based diets on its development and reproduction have been extensively studied, the combined effects of plant- and prey-based diets on these traits remain poorly understood. This study systematically evaluated the effects of plant-only, prey-only, and mixed plant–prey diets on A. lucorum nymphal survival and development, as well as adult longevity and fecundity, under controlled laboratory conditions. The results demonstrate that diet composition significantly affected nymphal survival and developmental progression. Nymphs fed exclusively on prey (Aphis gossypii Glover or Bemisia tabaci (Gennadius) nymphs) failed to complete juvenile development. Although a diet of Helicoverpa armigera (Hübner) eggs alone enabled some individuals to reach adulthood, survival rates were significantly lower than those in mixed-diet treatments. Mixed feeding markedly improved nymphal survival, with the highest rates observed in groups fed green beans + H. armigera eggs and cotton leaves + B. tabaci nymph combinations (both 64.45%). The developmental duration was also influenced. Mixed diets, particularly green beans + H. armigera eggs, significantly shortened each instar and the total developmental time (11.04 ± 0.17 d), whereas a diet of cotton leaves alone prolonged development (19.45 ± 0.24 d). Adult longevity and reproductive output were likewise diet-dependent. The longest lifespans were recorded in adults fed green beans alone or green beans + H. armigera eggs, while the shortest lifespan was observed for those fed only cotton leaves. Successful oviposition was only achieved following four dietary treatments: green beans alone, green beans + H. armigera eggs, H. armigera eggs alone, and cotton leaves + H. armigera eggs. Among these, the green bean + H. armigera egg diet yielded the best reproductive performance, featuring the shortest pre-oviposition period (5.82 ± 0.60 d), the longest oviposition period (19.41 ± 1.68 d), and the highest mean fecundity per female (238.35 ± 25.51 eggs). This underscores the reproductive advantage of a mixed plant–prey diet. This study clarifies how dietary conditions shape the survival, development, and reproduction of A. lucorum, highlighting its strong reliance on nutritional quality for key life-history traits. These findings offer valuable insights into the ecological adaptations underlying the feeding behavior of this insect. Full article
(This article belongs to the Special Issue Biosystematics and Management of True Bugs (Hemipterans))
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24 pages, 942 KB  
Article
Enhanced Wind Energy Integration and Grid Stability via Adaptive Nonlinear Control with Advanced Energy Management
by Nabil ElAadouli, Adil Mansouri, Abdelmounime El Magri, Rachid Lajouad, Ilyass El Myasse and Karim El Mezdi
Energies 2026, 19(8), 1941; https://doi.org/10.3390/en19081941 - 17 Apr 2026
Cited by 2 | Viewed by 411
Abstract
This paper proposes an advanced wind energy conversion and management framework for improving grid integration and mitigating frequency and power fluctuations caused by wind intermittency. The studied system combines a permanent magnet synchronous generator (PMSG), a unidirectional Vienna rectifier on the machine side, [...] Read more.
This paper proposes an advanced wind energy conversion and management framework for improving grid integration and mitigating frequency and power fluctuations caused by wind intermittency. The studied system combines a permanent magnet synchronous generator (PMSG), a unidirectional Vienna rectifier on the machine side, a Li-ion battery energy storage system, and a bidirectional Vienna rectifier on the grid side. The main scientific challenge addressed in this work is to ensure efficient wind power extraction, secure battery charging/discharging operation, and stable power exchange with the grid under variable operating conditions. To this end, a comprehensive nonlinear state-space model of the overall system is first established. Then, nonlinear controllers based on integral sliding mode principles are developed to guarantee rotor-speed tracking, DC-bus voltage regulation, battery charging current limitation, and active/reactive power control. In addition, an adaptive observer is designed to estimate the battery open-circuit voltage and support the supervision of the state of charge. An energy management strategy is further proposed to coordinate the operating modes according to grid conditions and battery constraints. Simulation results demonstrate that the proposed approach effectively smooths wind power fluctuations, improves grid support capability, and enhances the overall dynamic performance of the wind energy conversion system. Full article
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13 pages, 4072 KB  
Proceeding Paper
Development of Static and Dynamic Sensor Node Energy Level Model for Different Wireless Communication Technologies
by Zoren Mabunga, Jennifer Dela Cruz and Reggie Cobarrubia Gustilo
Eng. Proc. 2026, 134(1), 33; https://doi.org/10.3390/engproc2026134033 - 8 Apr 2026
Viewed by 719
Abstract
WSN node energy forecasting contributes to improving network efficiency, extending network lifespan, and providing energy management strategies. In this study, a deep-learning-based wireless sensor network (WSN) node energy forecasting model based on Long Short-Term Memory (LSTM) and stacked-LSTM was developed across different wireless [...] Read more.
WSN node energy forecasting contributes to improving network efficiency, extending network lifespan, and providing energy management strategies. In this study, a deep-learning-based wireless sensor network (WSN) node energy forecasting model based on Long Short-Term Memory (LSTM) and stacked-LSTM was developed across different wireless communication technologies in both static and dynamic WSN setups. The performance of the deep-learning-based models was compared with traditional forecasting techniques such as Exponential Smoothing and Prophet. The results showed the superiority of LSTM and stacked-LSTM in terms of root mean square error and mean absolute error, with consistently lower values compared with the traditional forecasting techniques. The results also show that the models perform best with Long Range technology. The deep learning-based model also demonstrates its ability to perform better in both static and dynamic WSN scenarios. These results demonstrate the potential of deep-learning-based models in WSN node energy management, which can result in an optimal energy efficiency and prolong the network lifetime. Future research is needed to explore hybrid approaches to further improve the prediction performance of deep learning-based models by combining their strengths with statistical or traditional forecasting techniques. Full article
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16 pages, 5615 KB  
Article
Sequential Aging Tests of Cyclic Bending for the Reliability Assessment of Laminated Oxide/Silver/Oxide Flexible Transparent Conductors
by Jung-Yen Chang, Yu-Han Kao, Hung-Shuo Chang and Chiao-Chi Lin
Coatings 2026, 16(4), 439; https://doi.org/10.3390/coatings16040439 - 5 Apr 2026
Viewed by 674
Abstract
Flexible transparent conductors (FTCs) are key materials that determine the scalability and performance of flexible optoelectronic devices. This study explores the reliability of FTCs with laminated multilayer structures, specifically oxide/metal/oxide (OMO) films, through sequential testing composed of accelerated weathering and cyclic bending. Commercially [...] Read more.
Flexible transparent conductors (FTCs) are key materials that determine the scalability and performance of flexible optoelectronic devices. This study explores the reliability of FTCs with laminated multilayer structures, specifically oxide/metal/oxide (OMO) films, through sequential testing composed of accelerated weathering and cyclic bending. Commercially available ZTO/Ag/ZTO-based FTCs were selected as a model system to study, and Weibull analysis was employed to assess their failure behaviors. Results illustrate that weathered aged samples exhibit significantly impaired bending lifespan compared to unaged samples due to substrate embrittlement. Hence, the surface cracking mechanism alters as the weathering time is prolonged. Not only the weathering time, but also the thickness of the conductive metal layer plays an important role in influencing the bending reliability behaviors of the OMO FTCs. A sequential aging test that combines two-step UV weathering and an interim manual bending demonstrates that surface cracks can induce the degradation of both optical and electrical properties. Intricately complex bending modes would accelerate the deterioration. This study highlights the critical and synergistic roles of weathering aging and cyclic bending on the reliability of OMO FTCs, offering insights for future design and durability assessments of flexible optoelectronic devices. Research results also provide fundamental information for establishing application-specific reliability testing protocols for FTCs. Full article
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24 pages, 6577 KB  
Article
Dynamic Bearing Characteristics of Cement Concrete Pavement Under Heavy-Duty Loads
by Wentao Qu, Siyuan Li, Bang Xu, Xiao Huang, Qiang Li and Lina Xiao
Materials 2026, 19(7), 1437; https://doi.org/10.3390/ma19071437 - 3 Apr 2026
Viewed by 442
Abstract
Cement concrete is a critical pavement construction material. However, under prolonged exposure to heavy traffic loads and the combined effects of multiple factors, it frequently exhibits premature slab failure and concurrent multiple defects, severely limiting its service performance and lifespan. The dynamic behavior [...] Read more.
Cement concrete is a critical pavement construction material. However, under prolonged exposure to heavy traffic loads and the combined effects of multiple factors, it frequently exhibits premature slab failure and concurrent multiple defects, severely limiting its service performance and lifespan. The dynamic behavior of cement concrete pavement under heavy-load conditions and the influence of subgrade geometry and pavement width on dynamic bearing performance remain insufficiently understood. To address this issue, this study employs finite element software Abaqus 2020 to construct a three-dimensional finite element model of heavy-duty cement concrete pavement under six typical conditions, including uncut and unfilled subgrade, low embankment, high embankment, cut slope, and different pavement widths. Utilizing an implicit dynamic algorithm, the model simulates and analyzes the acceleration response, dynamic stress distribution, and evolution of strain energy density within the pavement structure under vehicle dynamic loading. The results indicate that the peak acceleration is highest for the uncut subgrade (159.214 m/s2) and lowest under the cut condition (146.566 m/s2), demonstrating that the cutting structure can effectively suppress pavement vibration intensity. Among subgrade types, high embankments exhibit the greatest capacity for reducing strain energy concentration; at the slab corners, the baseline strain energy density of 8.882 J/m3 is reduced by 4.2%, 7.8%, and 5.0% under low embankment, high embankment, and cut conditions, respectively. Regarding pavement width, wider configurations reduce slab vibration intensities, stored strain energy, peak stresses, and stress concentrations, benefiting long-term service life, but concurrently elevate slab corner strain energy accumulation, increasing the risk of corner fracture and compromising load-bearing capacity. These findings provide scientific and technical support for the structural design and performance optimization of heavy-duty cement concrete pavements. Full article
(This article belongs to the Section Construction and Building Materials)
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26 pages, 5893 KB  
Article
Melatonin Enhances Thermal Resilience and Extends Worker Lifespan in Apis cerana via Redox–Metabolic Reprogramming
by Ke Wang, Lianjun Zhou, Xianfu Xiang, Miaomiao Wei, Chenglian Lu, Wenfeng Li, Richou Han and Yi Zhang
Insects 2026, 17(4), 379; https://doi.org/10.3390/insects17040379 - 1 Apr 2026
Viewed by 833
Abstract
Apis cerana is widely managed in apiculture in Southern China but experiences substantial colony losses during prolonged summer heat. Developing effective strategies to support colony over-summering is therefore critical. This study demonstrates that dietary supplementation with melatonin significantly enhances thermal tolerance and extends [...] Read more.
Apis cerana is widely managed in apiculture in Southern China but experiences substantial colony losses during prolonged summer heat. Developing effective strategies to support colony over-summering is therefore critical. This study demonstrates that dietary supplementation with melatonin significantly enhances thermal tolerance and extends worker lifespan in A. cerana under heat stress. Laboratory bioassays revealed that melatonin supplementation (20 µg/mL) markedly improved worker survival at both 35 °C and 37 °C, with the most pronounced effect at 37 °C, where mortality was significantly reduced. Consistently, field trials demonstrated that melatonin supplemented colonies gained significantly more weight during summer heatwaves than colonies without melatonin supplementation. Mechanistically, melatonin orchestrates a biphasic adaptive response. In an early phase (day 4), melatonin rapidly upregulates heat shock proteins (HSC70-4, CRYAA, l(2)efl) and detoxification enzymes (GST-like), accompanied by reduced reactive oxygen species (ROS) accumulation and enhanced proboscis extension response (PER), indicative of preserved sensory function. This is followed by a later maintenance phase (day 11), characterized by sustained upregulation of fatty acyl-CoA reductases (FAR1, FAR11-like, FARwat) and peroxisomal components (PMP34), which promote lipid remodeling and membrane stabilization. RNA-seq analysis identified differentially expressed genes (DEGs) significantly enriched in pathways related to redox homeostasis, lipid metabolism, detoxification (GSTs, CarEs, CYP450s), and longevity. These molecular responses were associated with enhanced antioxidant capacity, reduced oxidative damage, and sustained foraging activity under thermal stress. Collectively, these results indicate that melatonin serves as a potent nutritional intervention that reprograms redox metabolic networks to mitigate heat-induced damage, extend worker longevity, and enhance colony productivity under climate warming. These findings highlight melatonin’s potential as a practical tool to reduce summer colony losses in apiculture. Full article
(This article belongs to the Section Social Insects and Apiculture)
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