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17 pages, 7024 KiB  
Article
Proteomic Analysis of Differentially Expressed Plasma Exosome Proteins in Heat-Stressed Holstein cows
by Shuwen Xia, Yingying Jiang, Wenjie Li, Zhenjiang An, Yangyang Shen, Qiang Ding and Kunlin Chen
Animals 2025, 15(15), 2286; https://doi.org/10.3390/ani15152286 - 5 Aug 2025
Abstract
Heat stress in dairy cows, caused by high temperature and humidity during summer, has led to significant declines in milk production and severe economic losses for farms. Exosomes—extracellular vesicles carrying bioactive molecules—are critical for intercellular communication and immunity but remain understudied in heat-stressed [...] Read more.
Heat stress in dairy cows, caused by high temperature and humidity during summer, has led to significant declines in milk production and severe economic losses for farms. Exosomes—extracellular vesicles carrying bioactive molecules—are critical for intercellular communication and immunity but remain understudied in heat-stressed Holstein cows. In this study, we extracted exosomes from three heat-stressed (HS) cows and three non-heat-stressed (Ctr) cows and employed proteomics to analyze plasma exosomes. We identified a total of 28 upregulated and 18 downregulated proteins in the HS group compared to the control group. Notably, we observed a significant upregulation of key protein groups, including cytoskeletal regulators, signaling mediators, and coagulation factors, alongside the downregulation of HP-25_1. These differentially expressed proteins demonstrate strong potential as heat stress biomarkers. GO and KEGG analyses linked the differentially expressed proteins to actin cytoskeleton regulation and endoplasmic reticulum pathways. Additionally, protein–protein interaction (PPI) analysis revealed the PI3K-Akt signaling pathway as a central node in the cellular response to heat stress. These findings establish plasma exosomes as valuable biospecimens, provide valuable insights into the molecular mechanisms of heat stress response, and may contribute to the development of precision breeding strategies for enhanced thermal resilience in dairy herds. Full article
(This article belongs to the Section Animal Genetics and Genomics)
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18 pages, 674 KiB  
Article
Oil Extraction Systems Influence the Techno-Functional and Nutritional Properties of Pistachio Processing By-Products
by Rito J. Mendoza-Pérez, Elena Álvarez-Olmedo, Ainhoa Vicente, Felicidad Ronda and Pedro A. Caballero
Foods 2025, 14(15), 2722; https://doi.org/10.3390/foods14152722 - 4 Aug 2025
Abstract
Low-commercial-value natural pistachios (broken, closed, or immature) can be revalorised through oil extraction, obtaining a high-quality oil and partially defatted flour as by-product. This study evaluated the techno-functional and nutritional properties of the flours obtained by hydraulic press (HP) and single-screw press (SSP) [...] Read more.
Low-commercial-value natural pistachios (broken, closed, or immature) can be revalorised through oil extraction, obtaining a high-quality oil and partially defatted flour as by-product. This study evaluated the techno-functional and nutritional properties of the flours obtained by hydraulic press (HP) and single-screw press (SSP) systems, combined with pretreatment at 25 °C and 60 °C. The extraction method significantly influenced flour’s characteristics, underscoring the need to tailor processing conditions to the specific technological requirements of each food application. HP-derived flours presented lighter colour, greater tocopherol content, and higher water absorption capacity (up to 2.75 g/g), suggesting preservation of hydrophilic proteins. SSP-derived flours showed higher concentration of protein (44 g/100 g), fibre (12 g/100 g), and minerals, and improved emulsifying properties, enhancing their suitability for emulsified products. Pretreatment at 25 °C enhanced functional properties such as swelling power (~7.0 g/g) and water absorption index (~5.7 g/g). The SSP system achieved the highest oil extraction yield, with no significant effect of pretreatment temperature. The oils extracted showed high levels of unsaturated fatty acids, particularly oleic acid (~48% of ω-9), highlighting their nutritional and industrial value. The findings support the valorisation of pistachio oil extraction by-products as functional food ingredients, offering a promising strategy for reducing food waste and promoting circular economy approaches in the agri-food sector. Full article
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21 pages, 7777 KiB  
Article
Physicochemical and Computational Study of the Encapsulation of Resv-4′-LA and Resv-4′-DHA Lipophenols by Natural and HP-β-CDs
by Ana Belén Hernández-Heredia, Dennis Alexander Silva-Cullishpuma, José Pedro Cerón-Carrasco, Ángel Gil-Izquierdo, Jordan Lehoux, Léo Faion, Céline Crauste, Thierry Durand, José Antonio Gabaldón and Estrella Núñez-Delicado
Int. J. Mol. Sci. 2025, 26(15), 7454; https://doi.org/10.3390/ijms26157454 (registering DOI) - 1 Aug 2025
Viewed by 197
Abstract
This study investigates the self-assembly and host–guest complexation behaviour of novel resveratrol-based lipophenols (LipoResv)—resveratrol-4′-linoleate (Resv-4′-LA) and resveratrol-4′-docosahexaenoate (Resv-4′-DHA)—with hydroxypropyl-β-cyclodextrins (HP-β-CDs). These amphiphilic molecules display surfactant-like properties, forming micellar aggregates in aqueous media. Fluorescence spectroscopy was used to determine the critical micelle concentration (CMC), [...] Read more.
This study investigates the self-assembly and host–guest complexation behaviour of novel resveratrol-based lipophenols (LipoResv)—resveratrol-4′-linoleate (Resv-4′-LA) and resveratrol-4′-docosahexaenoate (Resv-4′-DHA)—with hydroxypropyl-β-cyclodextrins (HP-β-CDs). These amphiphilic molecules display surfactant-like properties, forming micellar aggregates in aqueous media. Fluorescence spectroscopy was used to determine the critical micelle concentration (CMC), revealing that LipoResv exhibit significantly lower CMC values than their free fatty acids, indicating higher hydrophobicity. The formation of inclusion complexes with HP-β-CDs was evaluated based on changes in CMC values and further confirmed by dynamic light scattering (DLS) and molecular modelling analyses. Resv-4′-LA formed 1:1 complexes (Kc = 720 M−1), while Resv-4′-DHA demonstrated a 1:2 stoichiometry with lower affinity constants (K1 = 17 M−1, K2 = 0.18 M−1). Environmental parameters (pH, temperature, and ionic strength) significantly modulated CMC and binding constants. Computational docking and molecular dynamics simulations supported the experimental findings by revealing the key structural determinants of the host–guest affinity and micelle stabilization. Ligand efficiency (LE) analysis further aligned with the experimental data, favouring the unmodified fatty acids. These results highlight the versatile encapsulation capacity of HP-β-CDs for bioactive amphiphile molecules and support their potential applications in drug delivery and functional food systems. Full article
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26 pages, 2496 KiB  
Article
Red Cell Distribution Width (RDW), Platelets and Platelet Index MPV/PLT Ratio as Specific Time Point Predictive Variables of Survival Outcomes in COVID-19 Hospitalized Patients
by Despoina Georgiadou, Theodoros Xanthos, Veroniki Komninaka, Rea Xatzikiriakou, Stavroula Baka, Abraham Pouliakis, Aikaterini Spyridaki, Dimitrios Theodoridis, Angeliki Papapanagiotou, Afroditi Karida, Styliani Paliatsiou, Paraskevi Volaki, Despoina Barmparousi, Aikaterini Sakagianni, Nikolaos J. Tsagarakis, Maria Alexandridou, Eleftheria Palla, Christos Kanakaris and Nicoletta M. Iacovidou
J. Clin. Med. 2025, 14(15), 5381; https://doi.org/10.3390/jcm14155381 - 30 Jul 2025
Viewed by 348
Abstract
Background: COVID-19-associated coagulopathy (CAC) is a complex condition, with high rates of thrombosis, high levels of inflammation markers and hypercoagulation (increased levels of fibrinogen and D-Dimer), as well as extensive microthrombosis in the lungs and other organs of the deceased. It resembles, [...] Read more.
Background: COVID-19-associated coagulopathy (CAC) is a complex condition, with high rates of thrombosis, high levels of inflammation markers and hypercoagulation (increased levels of fibrinogen and D-Dimer), as well as extensive microthrombosis in the lungs and other organs of the deceased. It resembles, without being identical, other coagulation disorders such as sepsis-DIC (SIC/DIC), hemophagocyte syndrome (HPS) and thrombotic microangiopathy (TMA). Platelets (PLTs), key regulators of thrombosis, inflammation and immunity, are considered an important risk mediator in COVID-19 pathogenesis. Platelet index MPV/PLT ratio is reported in the literature as more specific in the prognosis of platelet-related systemic thrombogenicity. Studies of MPV/PLT ratio with regards to the severity of COVID-19 disease are limited, and there are no references regarding this ratio to the outcome of COVID-19 disease at specific time points of hospitalization. The aim of this study is to evaluate the relationship of COVID-19 mortality with the red cell distribution width–coefficient of variation (RDW-CV), platelets and MPV/PLT ratio parameters. Methods: Values of these parameters in 511 COVID-19 hospitalized patients were recorded (a) on admission, (b) as mean values of the 1st and 2nd week of hospitalization, (c) over the total duration of hospitalization, (d) as nadir and zenith values, and (e) at discharge. Results: As for mortality (survivors vs. deceased), statistical analysis with ROC curves showed that regarding the values of the parameters on admission, only the RDW-CV baseline was of prognostic value. Platelet parameters, absolute number and MPV/PLT ratio had predictive potential for the disease outcome only as 2nd week values. On the contrary, with regards to disease severity (mild/moderate versus severe/critical), only the MPV/PLT ratio on admission can be used for prognosis, and to a moderate degree. On multivariable logistic regression analysis, only the RDW-CV mean hospitalization value (RDW-CV mean) was an independent and prognostic variable for mortality. Regarding disease severity, the MPV/PLT ratio on admission and RDW-CV mean were independent and prognostic variables. Conclusions: RDW-CV, platelets and MPV/PLT ratio hematological parameters could be of predictive value for mortality and severity in COVID-19 disease, depending on the hospitalization timeline. Full article
(This article belongs to the Section Hematology)
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37 pages, 6165 KiB  
Article
Cyclodextrin-Based Systems of Cetraria islandica Extracts: A Novel Approach to Improve Solubility and Biological Activity of Lichen-Derived Natural Products
by Elżbieta Studzińska-Sroka, Karolina Cichoracka, Natalia Rosiak, Andrzej Miklaszewski, Marcin Szymański and Judyta Cielecka-Piontek
Molecules 2025, 30(15), 3182; https://doi.org/10.3390/molecules30153182 - 29 Jul 2025
Viewed by 197
Abstract
Cetraria islandica (L.) Ach. (CI) is a lichen from the Parmeliaceaea family used in medicine. However, the low solubility of CI secondary metabolites in water limits the application of lichen extract and compounds. It prompted us to study the systems of cyclodextrins (CDs) [...] Read more.
Cetraria islandica (L.) Ach. (CI) is a lichen from the Parmeliaceaea family used in medicine. However, the low solubility of CI secondary metabolites in water limits the application of lichen extract and compounds. It prompted us to study the systems of cyclodextrins (CDs) (β-CD, γ-CD, HP-β-CD, and HP-γ-CD) with the CI acetone or CI methanol extracts prepared using grinding and solvent evaporation methods. The content of fumarprotocetraric acid (FPCA), a key CI metabolite, was quantified using HPLC. CD–extract systems were characterized by X-ray powder diffraction (XRPD) and Fourier-transform infrared (FTIR) spectroscopy. Biological activity was evaluated using cell-free assays: a Folin–Ciocalteu analysis, DPPH test, acetylcholinesterase, butyrylcholinesterase, and tyrosinase inhibitions. Dissolution profiles were also assessed. The best biological and physicochemical results were obtained for systems prepared with HP-β-CD and HP-γ-CD via solvent evaporation, showing higher activity and enhanced FPCA release compared to the pure extracts. To the best of our knowledge, this is the first study to report the preparation and characterization of CD-based systems with CI extracts. The obtained results encourage us to continue our research on CI to improve the physicochemical properties of its active compounds. Full article
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15 pages, 3534 KiB  
Article
Detection and Genomic Characteristics of NDM-19- and QnrS11-Producing O101:H5 Escherichia coli Strain Phylogroup A: ST167 from a Poultry Farm in Egypt
by Ahmed M. Soliman, Hazem Ramadan, Toshi Shimamoto, Tetsuya Komatsu, Fumito Maruyama and Tadashi Shimamoto
Microorganisms 2025, 13(8), 1769; https://doi.org/10.3390/microorganisms13081769 - 29 Jul 2025
Viewed by 447
Abstract
This study describes the first complete genomic sequence of an NDM-19 and QnrS11-producing multidrug-resistant (MDR) Escherichia coli isolate collected from a fecal swab from a poultry farm in 2019 in Egypt. The blaNDM-19 was identified by PCR screening and DNA sequencing. The [...] Read more.
This study describes the first complete genomic sequence of an NDM-19 and QnrS11-producing multidrug-resistant (MDR) Escherichia coli isolate collected from a fecal swab from a poultry farm in 2019 in Egypt. The blaNDM-19 was identified by PCR screening and DNA sequencing. The isolate was then subjected to antimicrobial susceptibility testing, conjugation and transformation experiments, and complete genome sequencing. The chromosome of strain M2-13-1 measures 4,738,278 bp and encodes 4557 predicted genes, with an average G + C content of 50.8%. M2-13-1 is classified under ST167, serotype O101:H5, phylogroup A, and shows an MDR phenotype, having minimum inhibitory concentrations (MICs) of 64 mg/L for both meropenem and doripenem. The genes blaNDM-19 and qnrS11 are present on 49,816 bp IncX3 and 113,285 bp IncFII: IncFIB plasmids, respectively. M2-13-1 harbors genes that impart resistance to sulfonamides (sul1), trimethoprim (dfrA14), β-lactams (blaTEM-1B), aminoglycosides (aph(6)-Id, aph(3′)-Ia, aph(3″)-Ib, aac(3)-IV, and aph(4)-Ia), tetracycline (tet(A)), and chloramphenicol (floR). It was susceptible to aztreonam, colistin, fosfomycin, and tigecycline. The genetic context surrounding blaNDM-19 includes ISAba125-IS5-blaNDM-19-bleMBL-trpF-hp1-hp2-IS26. Hierarchical clustering of the core genome MLST (HierCC) indicated M2-13-1 clusters with global ST167 E. coli lineages, showing HC levels of 100 (HC100) core genome allelic differences. Plasmids of the IncX3 group and the insertion sequence (ISAba125) are critical vehicles for the dissemination of blaNDM and its related variants. To our knowledge, this is the first genomic report of a blaNDM-19/IncX3-carrying E. coli isolate of animal origin globally. Full article
(This article belongs to the Special Issue Gut Microbiota of Food Animal)
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12 pages, 274 KiB  
Article
Transforming Communication and Non-Technical Skills in Intermediate Care Nurses Through Ultra-Realistic Clinical Simulation: A Cross-Sectional Study
by Mireia Adell-Lleixà, Francesc Riba-Porquet, Laia Grau-Castell, Lidia Sarrió-Colás, Marta Ginovart-Prieto, Elisa Mulet-Aloras and Silvia Reverté-Villarroya
Nurs. Rep. 2025, 15(8), 272; https://doi.org/10.3390/nursrep15080272 - 29 Jul 2025
Viewed by 375
Abstract
Background: Intermediate care units face growing complexity due to aging populations and chronic illnesses. Non-technical skills such as empathy and communication are crucial for quality care. We aimed to examine the relationship between communication skills, self-efficacy, and sense of coherence among intermediate [...] Read more.
Background: Intermediate care units face growing complexity due to aging populations and chronic illnesses. Non-technical skills such as empathy and communication are crucial for quality care. We aimed to examine the relationship between communication skills, self-efficacy, and sense of coherence among intermediate care nurses. Methods: We conducted an observational, cross-sectional study with 60 intermediate care nurses from three units in a Catalan hospital, Spain. Participants engaged in high-fidelity simulation using geriatric end-of-life scenarios with an ultra-realistic manikin representing a geriatric patient at the end of life. NTSs were measured using validated tools: the Health Professionals Communication Skills Scale (HP-CSS), the General Self-Efficacy Scale, and the Sense of Coherence Questionnaire (OLQ-13). Sessions followed INACSL standards, including prebriefing, simulation, and debriefing phases. Results: Post-simulation outcomes revealed significant gains in interpersonal competencies, with men reporting higher assertiveness (p = 0.015) and greater satisfaction with both the simulation experience (p = 0.003) and the instructor (p = 0.008), underscoring gender-related perceptions in immersive training. Conclusions: Ultra-realistic clinical simulation is effective in enhancing NTS among intermediate care nurses, contributing to improved care quality and clearer professional profiles in geriatric nursing. Full article
(This article belongs to the Special Issue Innovations in Simulation Based Education in Healthcare)
19 pages, 2011 KiB  
Article
The Anti-Angiogenic Effect of Cynara cardunculus L. subsp. cardunculus Waste Product
by Anna Cacciola, Valeria D’Angelo, Federica De Gaetano, Antonella Fais, Maria Paola Germanò, Valentina Masala, Stefania Olla, Venerando Pistarà, Rosanna Stancanelli, Carlo Ignazio Giovanni Tuberoso and Cinzia Anna Ventura
Foods 2025, 14(15), 2656; https://doi.org/10.3390/foods14152656 - 29 Jul 2025
Viewed by 302
Abstract
Cynara cardunculus L. subsp. cardunculus (Cynara cardunculus L. var. sylvestris (Lam.) Fiori), the wild cardoon, is known for its culinary applications and potential health benefits. Due to this, and given the growing interest in circular economies, deepening our under-standing of the effects [...] Read more.
Cynara cardunculus L. subsp. cardunculus (Cynara cardunculus L. var. sylvestris (Lam.) Fiori), the wild cardoon, is known for its culinary applications and potential health benefits. Due to this, and given the growing interest in circular economies, deepening our under-standing of the effects of wild cardoon leaf waste on angiogenesis and collagenase activity represents a valuable opportunity to valorise agricultural byproducts as health-promoting ingredients. In this study, the waste product of wild cardoon leaves was extracted to examine its chemical composition and biological activities. Analytical techniques identified several bioactive compounds, including flavonoids, hydroxycinnamic acids such as dicaffeoyl-succinoylquinic acids, and luteolin-7-O-rutinoside. In vivo tests in zebrafish embryos and the chick chorioallantoic membrane demonstrated dose-dependent antiangiogenic effects, particularly enhanced by the complexation with hydroxypropyl-β-cyclodextrin (HP-β-CD). Considering the link between angiogenesis and collagenase, the potential effects of the extract on collagenase activity was investigated. The extract alone inhibited collagenase with an IC50 value comparable to that of the standard inhibitor while its complexed form exhibited a 4.5-fold greater inhibitory activity. A molecular docking study examined the interaction between the main compounds and collagenase. In conclusion, wild cardoon leaves can represent a valuable source of bioactive compounds. This study demonstrated that the complexation of the extract with cyclodextrin determines an increase in its biological activity. Full article
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17 pages, 3185 KiB  
Article
Lettuce Performance in a Tri-Trophic System Incorporating Crops, Fish and Insects Confirms the Feasibility of Circularity in Agricultural Production
by Michalis Chatzinikolaou, Anastasia Mourantian, Maria Feka and Efi Levizou
Agronomy 2025, 15(8), 1782; https://doi.org/10.3390/agronomy15081782 - 24 Jul 2025
Viewed by 613
Abstract
A circular tri-trophic system integrating aquaponics, i.e., combined cultivation of crops and fish, with insect rearing is presented for lettuce cultivation. The nutrition cycle among crops, insects and fish turns waste into resource, thereby increasing the sustainability of this food production system. A [...] Read more.
A circular tri-trophic system integrating aquaponics, i.e., combined cultivation of crops and fish, with insect rearing is presented for lettuce cultivation. The nutrition cycle among crops, insects and fish turns waste into resource, thereby increasing the sustainability of this food production system. A comprehensive evaluation of the system’s efficiency was performed, including the growth, functional and resource use efficiency traits of lettuce, the dynamics of which were followed in a pilot-scale aquaponics greenhouse, under three treatments: conventional hydroponics (HP) as the control, coupled aquaponics (CAP) with crops irrigated with fish-derived water, and decoupled aquaponics (DCAP), where fish-derived water was amended with fertilizers to reach the HP target. The main findings indicate comparable physiological performance between DCAP and HP, despite the slightly lower yield observed in the former. The CAP treatment exhibited a significant decrease in biomass accumulation and functional impairments, which were attributed to reduced nutrient levels in lettuce leaves. The DCAP treatment exhibited a 180% increase in fertilizer use efficiency compared to the HP treatment. We conclude that the tri-trophic cropping system with the implementation of DCAP variant is an effective system that enables the combined production of crops and fish, the latter being fed with sustainably derived insect protein. The tri-trophic system improves the environmental impact and sustainability of lettuce production, while making circularity feasible. Full article
(This article belongs to the Section Farming Sustainability)
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19 pages, 8482 KiB  
Article
Waste Heat Recovery in the Energy-Saving Technology of Stretch Film Production
by Krzysztof Górnicki, Paweł Obstawski and Krzysztof Tomczuk
Energies 2025, 18(15), 3957; https://doi.org/10.3390/en18153957 - 24 Jul 2025
Viewed by 333
Abstract
The stretch film production is highly energy intensive. The components of the technological line are powered by electrical energy, and the heat is used to change the physical state of the raw material (granules). The raw material is poured into FCR (the first [...] Read more.
The stretch film production is highly energy intensive. The components of the technological line are powered by electrical energy, and the heat is used to change the physical state of the raw material (granules). The raw material is poured into FCR (the first calender roller). To solidify the liquid raw material, the calendar must be cooled. The low-temperature heat, treated as waste heat, has dissipated in the atmosphere. Technological innovations were proposed: (a) the raw material comprises raw material (primary) and up to 80% recyclate (waste originating mainly from agriculture), (b) the use of low-temperature waste heat (the cooling of FCR in the process of foil stretch production). A heat recovery line based on two compressor heat pumps (HP, hydraulically coupled) was designed. The waste heat (by low-temperature HP) was transformed into high-temperature heat (by high-temperature HP) and used to prepare the raw material. The proposed technological line enables the management of difficult-to-manage post-production waste (i.e., agriculture and other economic sectors). It reduces energy consumption and raw materials from non-renewable sources (CO2 and other greenhouse gas emissions are reducing). It implements a closed-loop economy based on renewable energy sources (according to the European Green Deal). Full article
(This article belongs to the Special Issue Challenges and Research Trends of Energy Management)
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15 pages, 1780 KiB  
Article
Ultrasound-Assisted Extraction Processes of Benzopyrans from Hypericum polyanthemum: COSMO-RS Prediction and Mass Transfer Modeling
by Victor Mateus Juchem Salerno, Gabriela de Carvalho Meirelles, Henrique Martins Tavares, Victor Hugo Silva Rodrigues, Eduardo Cassel, Gilsane Lino von Poser and Rubem Mário Figueiró Vargas
Processes 2025, 13(8), 2351; https://doi.org/10.3390/pr13082351 - 24 Jul 2025
Viewed by 316
Abstract
Efficient and sustainable extraction of bioactive benzopyrans from Hypericum polyanthemum Klotzsch ex Reichardt (Hypericaceae) remains underexplored, despite their potential applications. The current study aimed to optimize this process by integrating computational simulation and experimental extraction with suitable solvents. The COSMO-RS model was employed [...] Read more.
Efficient and sustainable extraction of bioactive benzopyrans from Hypericum polyanthemum Klotzsch ex Reichardt (Hypericaceae) remains underexplored, despite their potential applications. The current study aimed to optimize this process by integrating computational simulation and experimental extraction with suitable solvents. The COSMO-RS model was employed to screen deep eutectic solvents (DESs), indicating lactic acid/glycine/water 3:1:3 (DES 1) as a highly promising candidate based on activity coefficients at infinite dilution for target benzopyrans (HP1, HP2, HP3). Ultrasound-assisted extraction (UAE) was then conducted using the proposed DES as well as hexane, and the extracts were analyzed via high-performance liquid chromatography (HPLC) and spectrophotometry for total phenolic content (TPC). The results for DES 1 showed yields for benzopyrans HP1 (1.43 ± 0.09 mg/g plant) and HP2 (0.55 ± 0.04 mg/g plant) close to those obtained in the hexane extract (1.65 and 0.78 mg/g plant, respectively), corroborating the use of COSMO-RS for solvent screening. Kinetic analysis using an adapted Crank diffusion model successfully described the mass transfer process for DES 1 (R2 > 0.98, mean average percent error < 9%), indicating diffusion control and allowing estimation of effective diffusion coefficients. This work confirms COSMO-RS as a valuable tool for solvent selection and demonstrates that UAE with the identified DES provides an efficient, greener approach for extracting valuable benzopyrans, offering a foundation for further process optimization. Full article
(This article belongs to the Special Issue Phase Equilibrium in Chemical Processes: Experiments and Modeling)
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18 pages, 1138 KiB  
Article
Intelligent Priority-Aware Spectrum Access in 5G Vehicular IoT: A Reinforcement Learning Approach
by Adeel Iqbal, Tahir Khurshaid and Yazdan Ahmad Qadri
Sensors 2025, 25(15), 4554; https://doi.org/10.3390/s25154554 - 23 Jul 2025
Viewed by 266
Abstract
Efficient and intelligent spectrum access is crucial for meeting the diverse Quality of Service (QoS) demands of Vehicular Internet of Things (V-IoT) systems in next-generation cellular networks. This work proposes a novel reinforcement learning (RL)-based priority-aware spectrum management (RL-PASM) framework, a centralized self-learning [...] Read more.
Efficient and intelligent spectrum access is crucial for meeting the diverse Quality of Service (QoS) demands of Vehicular Internet of Things (V-IoT) systems in next-generation cellular networks. This work proposes a novel reinforcement learning (RL)-based priority-aware spectrum management (RL-PASM) framework, a centralized self-learning priority-aware spectrum management framework operating through Roadside Units (RSUs). RL-PASM dynamically allocates spectrum resources across three traffic classes: high-priority (HP), low-priority (LP), and best-effort (BE), utilizing reinforcement learning (RL). This work compares four RL algorithms: Q-Learning, Double Q-Learning, Deep Q-Network (DQN), and Actor-Critic (AC) methods. The environment is modeled as a discrete-time Markov Decision Process (MDP), and a context-sensitive reward function guides fairness-preserving decisions for access, preemption, coexistence, and hand-off. Extensive simulations conducted under realistic vehicular load conditions evaluate the performance across key metrics, including throughput, delay, energy efficiency, fairness, blocking, and interruption probability. Unlike prior approaches, RL-PASM introduces a unified multi-objective reward formulation and centralized RSU-based control to support adaptive priority-aware access for dynamic vehicular environments. Simulation results confirm that RL-PASM balances throughput, latency, fairness, and energy efficiency, demonstrating its suitability for scalable and resource-constrained deployments. The results also demonstrate that DQN achieves the highest average throughput, followed by vanilla QL. DQL and AC maintain fairness at high levels and low average interruption probability. QL demonstrates the lowest average delay and the highest energy efficiency, making it a suitable candidate for edge-constrained vehicular deployments. Selecting the appropriate RL method, RL-PASM offers a robust and adaptable solution for scalable, intelligent, and priority-aware spectrum access in vehicular communication infrastructures. Full article
(This article belongs to the Special Issue Emerging Trends in Next-Generation mmWave Cognitive Radio Networks)
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10 pages, 377 KiB  
Article
Functional MPO Polymorphisms and Haplotypes Affect Both Myeloperoxidase Levels and Association with Hypertensive Disorders of Pregnancy
by Daniela Alves Pereira, Marcelo Rizzatti Luizon, Ricardo Carvalho Cavalli, Jose Eduardo Tanus-Santos and Valéria Cristina Sandrim
Int. J. Mol. Sci. 2025, 26(15), 7071; https://doi.org/10.3390/ijms26157071 - 23 Jul 2025
Viewed by 204
Abstract
Preeclampsia (PE) shares common pathophysiological mechanisms with cardiovascular diseases, including endothelial dysfunction and exacerbated inflammatory response. Myeloperoxidase (MPO) has been suggested as a biomarker for cardiovascular risk, and its circulating levels are contradictory in PE. Elevated levels of MPO can promote host tissue [...] Read more.
Preeclampsia (PE) shares common pathophysiological mechanisms with cardiovascular diseases, including endothelial dysfunction and exacerbated inflammatory response. Myeloperoxidase (MPO) has been suggested as a biomarker for cardiovascular risk, and its circulating levels are contradictory in PE. Elevated levels of MPO can promote host tissue damage and trigger vascular injury. MPO gene polymorphisms affect circulating MPO levels under different conditions. To date, no studies have investigated whether MPO polymorphisms influence MPO levels in hypertensive disorders of pregnancy. In this study, we examined the impact of two specific MPO polymorphisms—rs2243828 and rs2071409—and their associated haplotypes on MPO levels. We also explored their potential association with gestational hypertension (GH) and preeclampsia (PE). Our study included 136 healthy pregnant women (HP), including 118 with GH and 140 with PE. Genotyping was performed using TaqMan allele discrimination assays, and MPO levels were quantified using an ELISA assay. The TT genotype of the rs2243828 polymorphism was associated with lower MPO concentration in GH, and the CC genotype presented a higher frequency in the GH group than the HP group. The AC+CC rs2071409 polymorphism was associated with lower MPO concentration in GH. We also found that the ‘C, C’ haplotype was less frequent and was associated with lower MPO concentration in PE. Our findings suggest that both rs2243828 and rs2071409 polymorphisms might contribute to MPO levels in GH and that the haplotype ‘C, C’ formed by them may protect against PE. Full article
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23 pages, 10386 KiB  
Article
Hair Metabolomic Profiling of Diseased Forest Musk Deer (Moschus berezovskii) Using Ultra-High-Performance Liquid Chromatography–Tandem Mass Spectrometry (UHPLC-MS/MS)
by Lina Yi, Han Jiang, Yajun Li, Zongtao Xu, Haolin Zhang and Defu Hu
Animals 2025, 15(14), 2155; https://doi.org/10.3390/ani15142155 - 21 Jul 2025
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Abstract
Hair, as a non-invasive biospecimen, retains metabolic deposits from sebaceous glands and capillaries, reflecting substances from the peripheral circulation, and provides valuable biochemical information linked to phenotypes, yet its application in animal disease research remains limited. This work applied ultra-high-performance liquid chromatography–tandem mass [...] Read more.
Hair, as a non-invasive biospecimen, retains metabolic deposits from sebaceous glands and capillaries, reflecting substances from the peripheral circulation, and provides valuable biochemical information linked to phenotypes, yet its application in animal disease research remains limited. This work applied ultra-high-performance liquid chromatography–tandem mass spectrometry (UHPLC-MS/MS) to compare the hair metabolomic characteristics of healthy forest musk deer (FMD, Moschus berezovskii) and those diagnosed with hemorrhagic pneumonia (HP), phytobezoar disease (PD), and abscess disease (AD). A total of 2119 metabolites were identified in the FMD hair samples, comprising 1084 metabolites in positive ion mode and 1035 metabolites in negative ion mode. Differential compounds analysis was conducted utilizing the orthogonal partial least squares–discriminant analysis (OPLS-DA) model. In comparison to the healthy control group, the HP group displayed 85 upregulated and 92 downregulated metabolites, the PD group presented 124 upregulated and 106 downregulated metabolites, and the AD group exhibited 63 upregulated and 62 downregulated metabolites. Functional annotation using the Kyoto Encyclopedia of Genes and Genomes (KEGG) indicated that the differential metabolites exhibited significant enrichment in pathways associated with cancer, parasitism, energy metabolism, and stress. Receiver operating characteristic (ROC) analysis revealed that both the individual and combined panels of differential metabolites exhibited area under the curve (AUC) values exceeding 0.7, demonstrating good sample discrimination capability. This research indicates that hair metabolomics can yield diverse biochemical insights and facilitate the development of non-invasive early diagnostic techniques for diseases in captive FMD. Full article
(This article belongs to the Section Animal Physiology)
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Article
Metagenomic Sequencing Revealed the Effects of Different Potassium Sulfate Application Rates on Soil Microbial Community, Functional Genes, and Yield in Korla Fragrant Pear Orchard
by Lele Yang, Xing Shen, Linsen Yan, Jie Li, Kailong Wang, Bangxin Ding and Zhongping Chai
Agronomy 2025, 15(7), 1752; https://doi.org/10.3390/agronomy15071752 - 21 Jul 2025
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Abstract
Potassium fertilizer management is critical for achieving high yields of Korla fragrant pear, yet current practices often overlook or misuse potassium inputs. In this study, a two-year field experiment (2023–2024) was conducted with 7- to 8-year-old pear trees using four potassium levels (0, [...] Read more.
Potassium fertilizer management is critical for achieving high yields of Korla fragrant pear, yet current practices often overlook or misuse potassium inputs. In this study, a two-year field experiment (2023–2024) was conducted with 7- to 8-year-old pear trees using four potassium levels (0, 75, 150, and 225 kg/hm2). Metagenomic sequencing was employed to assess the effects on soil microbial communities, sulfur cycle functional genes, and fruit yield. Potassium treatments significantly altered soil physicochemical properties, the abundance of sulfur cycle functional genes, and fruit yield (p < 0.05). Increasing application rates significantly elevated soil-available potassium and organic matter while reducing pH (p < 0.05). Although alpha diversity was unaffected, NMDS analysis revealed differences in microbial community composition under different treatments. Functional gene analysis showed a significant decreasing trend in betB abundance, a peak in hpsO under K150, and variable patterns for soxX and metX across treatments (p < 0.05). All potassium applications significantly increased yield relative to CK, with K150 achieving the highest yield (p < 0.05). PLS-PM analysis indicated significant positive associations between potassium rate, nutrient availability, microbial abundance, sulfur cycling, and yield, and a significant negative association with pH (p < 0.05). These results provide a foundation for optimizing potassium fertilizer strategies in Korla fragrant pear orchards. It is recommended that future studies combine metagenomic and metatranscriptomic approaches to further elucidate the mechanisms linking potassium-driven microbial functional changes to improvements in fruit quality. Full article
(This article belongs to the Section Soil and Plant Nutrition)
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