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20 pages, 1070 KB  
Article
Ginkgo Biloba Extract Ameliorates Age-Related Mitochondrial Deficits in Human iPSCs and Their Derived Neurons and Astrocytes
by Imane Lejri, Amandine Grimm and Anne Eckert
Antioxidants 2026, 15(6), 689; https://doi.org/10.3390/antiox15060689 - 29 May 2026
Viewed by 296
Abstract
Mitochondrial dysfunction is a central feature of aging, driving bioenergetic decline, increased oxidative stress, and increased vulnerability to neurodegenerative diseases. Human induced pluripotent stem cells (iPSCs) and iPSC-derived neurons provide powerful models to study these processes. Ginkgo biloba extract GBE LI1370 (GBE) has [...] Read more.
Mitochondrial dysfunction is a central feature of aging, driving bioenergetic decline, increased oxidative stress, and increased vulnerability to neurodegenerative diseases. Human induced pluripotent stem cells (iPSCs) and iPSC-derived neurons provide powerful models to study these processes. Ginkgo biloba extract GBE LI1370 (GBE) has demonstrated antioxidant and mitochondria-protective properties in preclinical models, including improvements in mitochondrial membrane potential, reduction in reactive oxygen species, and enhanced neuronal survival. However, its effects on mitochondrial function in human iPSCs and their differentiated derivatives in the context of aging have not yet been investigated. This study evaluated the mitochondrial protective effects of GBE (100 µg/mL) in an established iPSC-based model of aging and in neurons and astrocytes derived from aged iPSCs. Mitochondrial parameters, including ATP production, mitochondrial membrane potential (MMP), mitochondrial reactive oxygen species (mtROS), superoxide levels, and mitochondrial respiration, were assessed. Aged iPSCs exhibited reduced ATP production and MMP, together with increased mtROS and superoxide levels compared to young controls. Astrocytes derived from aged iPSCs also displayed mitochondrial dysfunction. Treatment with GBE for 24 h increased ATP production and MMP, reduced oxidative stress, and improved mitochondrial respiration in both young and aged iPSCs, as well as in aged iPSC-derived neurons and astrocytes. These preliminary donor-based findings support further investigation of GBE-associated mitochondrial responses in human donor-derived cellular models of aging and warrant validation in larger donor cohorts. Full article
(This article belongs to the Special Issue Oxidative Stress and Its Mitigation in Neurodegenerative Disorders)
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20 pages, 2591 KB  
Article
SENS: Semantic-Aware Coalescing for High-Performance NVMe over TCP Storage Networks
by Xinghan Qiao, Lei Tian, Ge Hu and Xuchao Xie
Electronics 2026, 15(9), 1801; https://doi.org/10.3390/electronics15091801 - 23 Apr 2026
Viewed by 456
Abstract
In HPC systems and hyper-scale data centers, the adoption of high-performance NVMe SSDs and high-speed networks has shifted storage bottlenecks to the network stack. Under high-concurrency workloads, frequent interrupt processing exhausts CPU resources while protocol-level control–data dependencies in the NVMe over TCP write [...] Read more.
In HPC systems and hyper-scale data centers, the adoption of high-performance NVMe SSDs and high-speed networks has shifted storage bottlenecks to the network stack. Under high-concurrency workloads, frequent interrupt processing exhausts CPU resources while protocol-level control–data dependencies in the NVMe over TCP write path introduce additional serialization penalties. Existing optimizations either require specialized hardware, dedicate CPU cores to user-space polling, or apply semantically blind batching that delays time-sensitive control messages. We present SENS, a Semantic-aware NVMe over TCP Scheduler embedded within the NVMe over TCP driver of the Linux kernel. SENS combines two mechanisms: (1) PDU vectorization, which aggregates discrete Protocol Data Units into memory vectors before network transmission, amortizing per-I/O system call overhead and reducing soft-interrupt frequency; and (2) instruction-aware dispatch, which detects control PDUs such as R2T and triggers an early flush of the aggregation window, mitigating the serialization penalty on the write path. A prototype evaluation with physical NVMe SSDs and 100 GbE networks shows that SENS saturates the SSD throughput ceiling using 4–5 CPU cores, halving the host-side core budget compared to the native TCP driver. With a RAMDisk backend that removes storage-media constraints, SENS sustains up to 2.5× higher concurrent IOPS. These results show that exposing storage-protocol semantics to the batching layer improves the scalability of NVMe over TCP without additional hardware. Full article
(This article belongs to the Section Computer Science & Engineering)
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16 pages, 6379 KB  
Article
Dietary Supplementation with GBE and TP Alleviates Heat Stress-Induced Lung Oxidative Damage in Broilers
by Xingyue Wu, Shuang Wu, Yuelong Chen, Lifang Si, Rui Zheng, Huaiyong Zhang, Siqiang Liu, Yanqun Huang, Wen Chen and Xuemeng Si
Animals 2026, 16(8), 1206; https://doi.org/10.3390/ani16081206 - 15 Apr 2026
Viewed by 949
Abstract
Heat stress is a major environmental stressor in poultry production that reduces growth performance and induces oxidative stress, inflammatory responses, and lung tissue injury. This study investigated the protective effects of dietary supplementation with Ginkgo biloba extract and tea polyphenols against heat stress-induced [...] Read more.
Heat stress is a major environmental stressor in poultry production that reduces growth performance and induces oxidative stress, inflammatory responses, and lung tissue injury. This study investigated the protective effects of dietary supplementation with Ginkgo biloba extract and tea polyphenols against heat stress-induced lung injury in broilers. A total of 320 one-day-old broilers were reared under standard management conditions until 21 days of age. Subsequently, 300 birds with similar body weight were selected and randomly allocated into six groups: a thermoneutral control group, a heat stress group, a heat stress group supplemented with 300 mg/kg tea polyphenols, and three heat stress groups receiving 300 mg/kg tea polyphenols combined with 100, 300, or 600 mg/kg Ginkgo biloba extract. The analysis of the results showed that heat stress significantly reduced the average daily gain and feed intake while increasing the feed conversion ratio. It also markedly increased serum lactate dehydrogenase activity and malondialdehyde levels, while decreasing antioxidant-related indicators, indicating the occurrence of oxidative stress and inflammatory responses. Histological examination revealed lung injury characterized by alveolar wall thickening, epithelial cell shedding, and disruption of the endothelial barrier, accompanied by upregulated expression of heat shock proteins and inflammation-related signaling genes. Supplementation with tea polyphenols alone partially alleviated these changes. Notably, the combined supplementation of Ginkgo biloba extract and tea polyphenols exerted more pronounced protective effects, significantly enhancing antioxidant capacity, attenuating inflammatory responses, and maintaining pulmonary barrier integrity. Among the tested levels, the groups receiving 300 mg/kg Ginkgo biloba extract in combination with tea polyphenols showed the most evident improvements. These findings suggest that the combined use of these plant-derived extracts effectively mitigates heat stress-induced lung injury in broilers. Full article
(This article belongs to the Section Animal Welfare)
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17 pages, 2979 KB  
Article
Osteogenic Effects of Limosilactobacillus fermentum GBE18 Cell-Free Supernatant (CFS) in MC3T3-E1 Cells via the Wnt/β-Catenin and PI3K/Akt Signaling Pathways
by Xingyuan Peng, Xuan Zheng, Xiyu Li, Xiaona Pang, Junhua Jin, Hui Liu, Hongxing Zhang and Yuanhong Xie
Foods 2026, 15(8), 1349; https://doi.org/10.3390/foods15081349 - 13 Apr 2026
Viewed by 531
Abstract
Osteoporosis is a major global health challenge, particularly among aging populations, underscoring the need for safe and effective nutritional interventions. Probiotics and their metabolites have emerged as promising candidates for modulating bone health via the gut-bone axis. In this study, we investigated the [...] Read more.
Osteoporosis is a major global health challenge, particularly among aging populations, underscoring the need for safe and effective nutritional interventions. Probiotics and their metabolites have emerged as promising candidates for modulating bone health via the gut-bone axis. In this study, we investigated the effects of a cell-free culture supernatant (CFS) from the food-grade bacterium Limosilactobacillus fermentum GBE18 on the proliferation, differentiation, and mineralization of MC3T3-E1 pre-osteoblasts. GBE18 CFS exhibited no cytotoxicity at concentrations ranging from 1% to 4% (v/v). Notably, 2% (v/v) CFS significantly enhanced alkaline phosphatase (ALP) activity and extracellular matrix mineralization (p < 0.05). Transcriptomic profiling revealed that differentially expressed genes were enriched in osteoblast-related processes and two key signaling pathways: Wnt/β-catenin and PI3K/Akt. Subsequent qRT-PCR and Western blot analyses confirmed the upregulation of critical regulators (Rspo2, Pdpk1, Malat1) and demonstrated coordinated activation of Akt phosphorylation, β-catenin stabilization, and Runx2 protein expression. Our findings indicate that GBE18 CFS promotes osteogenic differentiation through coordinated modulation of the PI3K/Akt and Wnt/β-catenin pathways. Consequently, this study provides mechanistic evidence supporting the potential application of L. fermentum GBE18-derived metabolites as functional food ingredients or dietary interventions for bone health and osteoporosis management. Full article
(This article belongs to the Section Food Nutrition)
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13 pages, 1901 KB  
Article
Establishment of an Efficient Protoplast-Based Base Editing Platform in Lettuce
by Yu Jia, Guo Peng and Qiang Zhou
Agronomy 2026, 16(8), 776; https://doi.org/10.3390/agronomy16080776 - 9 Apr 2026
Viewed by 640
Abstract
Lettuce (Lactuca sativa L.) is an important leafy vegetable crop, yet the efficiency and reliability of genome editing platforms in lettuce remain limited, particularly for precision base editing applications. In this study, we established an optimized PEG-mediated protoplast transformation system for lettuce [...] Read more.
Lettuce (Lactuca sativa L.) is an important leafy vegetable crop, yet the efficiency and reliability of genome editing platforms in lettuce remain limited, particularly for precision base editing applications. In this study, we established an optimized PEG-mediated protoplast transformation system for lettuce through systematic evaluation of key parameters, including protoplast density, incubation time, plasmid size, and transformation method. Under optimized conditions, a maximum transient transformation efficiency of up to 81% was achieved. Using this optimized protoplast platform, we comparatively evaluated the performance of three single-base editing systems—adenosine base editor (ABE), glycosylase-based guanine base editor (gGBE), and rice alkylpurine DNA glycosylase-mediated A-to-K base editor (rAKBE)—targeting the LsALS gene, encoding acetolactate synthetase as a herbicide target with great value in weed control. Among the tested editors, ABE exhibited the highest A-to-G editing efficiency, reaching 9.3%. In contrast, gGBE and rAKBE showed lower editing efficiencies. Together, this study established a robust and reproducible protoplast-based platform for transient genome editing in lettuce and provides a practical framework for the rapid evaluation of base editing tools and target sites, firstly for gGBE and rAKBE evaluation in lettuce. The optimized system facilitates functional genomics studies and supports the development of precision breeding strategies in lettuce. Full article
(This article belongs to the Special Issue Advances in Crop Molecular Breeding and Genetics—2nd Edition)
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18 pages, 3570 KB  
Article
Plant-Based Yogurt Using Rice Bran and Grain of Green Rice: Increasing the Protein Content of Raw Materials by Enzymatic Protein Extraction
by Tarathep Siripan, Hua Li and Sirithon Siriamornpun
Foods 2026, 15(7), 1169; https://doi.org/10.3390/foods15071169 - 31 Mar 2026
Viewed by 627
Abstract
This study investigated rice bran and green Khao Dawk Mali 105 (KDML 105) rice grains as alternative protein sources for plant-based yogurt. However, there is a lack of systematic investigation on the application of enzyme-extracted proteins from green KDML 105 rice and rice [...] Read more.
This study investigated rice bran and green Khao Dawk Mali 105 (KDML 105) rice grains as alternative protein sources for plant-based yogurt. However, there is a lack of systematic investigation on the application of enzyme-extracted proteins from green KDML 105 rice and rice bran in fermented yogurt systems. Proteins were obtained via enzyme-assisted extraction to enhance yield and bioactive compound release prior to formulation. Physicochemical, compositional, rheological, bioactive, and sensory properties were evaluated. Yogurts by green rice protein extract (GRE) and green rice bran protein extract (GBE) formed softer gel networks than soy yogurt, exhibiting lower water-holding capacity and higher syneresis, reflecting differences in protein aggregation during fermentation. Nevertheless, green rice (GR) and green rice bran (GB) yogurts contained significantly higher protein levels (1.93–2.47-fold) than the control. They also demonstrated enhanced bioactive properties, with increased total phenolic content (1.07–1.51-fold), total flavonoid content (2.10–4.35-fold), DPPH radical scavenging activity (1.07–1.16-fold), and FRAP values (1.46–1.98-fold). Sensory evaluation indicated good acceptability, particularly for GR formulations, which achieved a mean score of 7 with favorable texture and flavor attributes. These findings highlight the technological feasibility of utilizing green rice and rice bran proteins as primary ingredients in rice-based fermented yogurt alternatives with improved bioactive functionality. Full article
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20 pages, 7084 KB  
Article
A Novel PCB Surface Defect Detection Method Based on the GBE-YOLOv8 Model
by Chao Gao, Xin Zhang, Mengting Bai, Xiaoqin Lian and Shichao Chen
Micromachines 2026, 17(3), 339; https://doi.org/10.3390/mi17030339 - 10 Mar 2026
Viewed by 631
Abstract
In the field of printed circuit board (PCB) manufacturing, surface defect detection serves as a critical process in the production line, directly impacting the quality and safety of subsequent electronic products. However, accurately detecting tiny surface defects in real time remains a significant [...] Read more.
In the field of printed circuit board (PCB) manufacturing, surface defect detection serves as a critical process in the production line, directly impacting the quality and safety of subsequent electronic products. However, accurately detecting tiny surface defects in real time remains a significant challenge given the complex layouts of PCBs. To address this issue, this study proposes a novel Ghost-BiFPN-Efficient-YOLOv8 (GBE-YOLOv8) model architecture for PCB defect detection based on an improved YOLOv8n. The backbone network of the model employs lightweight Ghost Conv to partially replace regular convolutions, thereby reducing computational complexity and parameter count. The neck network incorporates a multi-stage feature fusion module named G-C2f and a dynamic weighting module named BiFPN-Concat to enhance the model’s ability to characterize PCB defects. The model’s head network employs an Efficient Head that combines mixed depthwise convolution and partial convolution, further optimizing detection accuracy and computational efficiency. Simultaneously, a comprehensive evaluation of model performance was conducted using publicly available datasets. And the working mechanisms of each improved method were analyzed through class activation heatmaps to further enhance the interpretability of the model. Experimental results demonstrate that compared to the baseline model and several other state-of-the-art object detection algorithms, the proposed method exhibits significant advantages across various evaluation metrics, and its mAP@0.5, mAP@0.5:0.95, parameters, GFLOPs and FPS achieve 98.9%, 61.4%, 2.6 M, 7.5 and 252, respectively. Furthermore, each optimization method achieves the expected design purpose, and the combined application of all optimization methods enables the model to strike an optimal balance between detection accuracy and computational complexity. Consequently, this research can provide a reliable technical solution for high-precision real-time detection of surface defects on PCBs in industrial production lines. Full article
(This article belongs to the Special Issue Advances in Digital Manufacturing and Nano Fabrication)
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19 pages, 4949 KB  
Article
Temperature or Ethylene Regulate Browning in Lotus Root by Modulating Polyphenols and Starch Metabolism
by Hongyan Lu, Annan Bi, Wanyu Dong, Qiong Lin, Youwei Ai, Yang Yi, Hongxun Wang, Ting Min and Hongru Liu
Horticulturae 2026, 12(3), 279; https://doi.org/10.3390/horticulturae12030279 - 26 Feb 2026
Viewed by 808
Abstract
Browning is the major physiological cause of quality loss in lotus root. This study explored the effects of temperature (4 °C, 25 °C, 35 °C) or ethylene (ET) on quality, especially browning, as well as polyphenol and starch metabolism in lotus root. Low [...] Read more.
Browning is the major physiological cause of quality loss in lotus root. This study explored the effects of temperature (4 °C, 25 °C, 35 °C) or ethylene (ET) on quality, especially browning, as well as polyphenol and starch metabolism in lotus root. Low temperature (4 °C) reduced browning and color changes (L*, a*), while retaining water and vitamin C (Vc) content. ET maintained Vc and soluble protein, while high temperature (35 °C) promoted total soluble solids (TSS) and soluble sugar accumulation. ET or 35 °C upregulated polyphenol metabolism-related genes including NnPAL1/4, NnCHS1, NnF3H and NnANR, increased total phenolic and flavonoid content, and enhanced antioxidant capacity. Moreover, 35 °C increased PAL activity, and ET also upregulated NnUGT88B1. Furthermore, 4 °C downregulated NnGBE1-1/2, promoted starch accumulation, while ET upregulated NnSSI, downregulated NnGBE1-1/2, and delayed starch decline. Meanwhile, ET elevated NnETR and NnEBF1-2 and mediated ethylene signaling transduction. In conclusion, 4 °C storage was optimal for delaying browning and starch metabolism of lotus root. Meanwhile, ET treatment or 35 °C were more beneficial to obtain more phenolics and flavonoids. Full article
(This article belongs to the Section Postharvest Biology, Quality, Safety, and Technology)
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31 pages, 1774 KB  
Review
A Narrative Review of Ginkgo Biloba Extract: Biological Function, Molecular Mechanisms, and Applications in Animal Production
by Mengfan Yao, Lu Liu, Zhihui Hao, Jianzhong Shen and Chongshan Dai
Antioxidants 2026, 15(2), 251; https://doi.org/10.3390/antiox15020251 - 14 Feb 2026
Cited by 2 | Viewed by 2364
Abstract
Ginkgo biloba extract (GBE), obtained from dried Ginkgo biloba leaves, provides a natural option. GBE supplementation can increase livestock’s productivity through various biological functions, such as combating oxidative stress, reducing inflammation, optimizing gut microbiota, detoxifying intestinal toxins, and regulating immune responses. In this [...] Read more.
Ginkgo biloba extract (GBE), obtained from dried Ginkgo biloba leaves, provides a natural option. GBE supplementation can increase livestock’s productivity through various biological functions, such as combating oxidative stress, reducing inflammation, optimizing gut microbiota, detoxifying intestinal toxins, and regulating immune responses. In this review, we utilized keywords such as “Ginkgo biloba extract” or “Ginkgo biloba extract” and “animal production” or “animal nutrition” to gather research on its various biological functions and the underlying mechanisms from databases such as Web of Science and PubMed, up to December 2025. Then, we systematically summarize the main bioactive components of GBE, its beneficial effects in livestock at different life stages and during different production cycles, and the related molecular pathways. Additionally, safety assessments and the potential applications were also discussed. This review highlights that GBE may be an effective plant-derived feed additive with multiple functions and strong potential to improve animal health, production efficiency, and product quality under intensive farming conditions. We hope that this review can stimulate broader discussions and better develop and utilize GBE as a feed additive in animal production. Full article
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19 pages, 2812 KB  
Article
Propyl Gallate Attenuates Cognitive Deficits Induced by Chronic Sleep Deprivation Through Nrf2 Activation and NF-κB Inhibition
by Xiangfei Zhang, Jingwen Cui, Liya Liu, Jing Sun, Bei Fan, Fengzhong Wang and Cong Lu
Antioxidants 2026, 15(1), 79; https://doi.org/10.3390/antiox15010079 - 7 Jan 2026
Cited by 1 | Viewed by 963
Abstract
Chronic sleep deprivation (CSD) disrupts redox homeostasis and enhances neuroinflammatory activation, contributing to progressive cognitive impairment. Propyl gallate (PG), a lipophilic ester of gallic acid with established antioxidant activity, has not been investigated in the context of prolonged sleep deprivation. The current study [...] Read more.
Chronic sleep deprivation (CSD) disrupts redox homeostasis and enhances neuroinflammatory activation, contributing to progressive cognitive impairment. Propyl gallate (PG), a lipophilic ester of gallic acid with established antioxidant activity, has not been investigated in the context of prolonged sleep deprivation. The current study examined whether PG alleviates CSD-induced oxidative imbalance, inflammatory activation, and associated behavioral deficits. Male ICR mice were subjected to 14 days of CSD using a rolling-drum apparatus and received oral PG (50, 100, or 200 mg/kg) or Ginkgo biloba extract (GBE, 40 mg/kg). Behavioral outcomes were assessed through a battery of tests, including the open-field, novel-object recognition, step-through, and Morris water maze paradigms. Oxidative and inflammatory biomarkers were assessed in serum and hippocampus, and Western blotting quantified the expression of nuclear factor erythroid 2–related factor 2 (Nrf2), heme oxygenase-1 (HO-1), NAD(P)H quinone oxidoreductase 1 (NQO1), nuclear factor-κB (NF-κB), inducible nitric oxide synthase (iNOS), and cyclooxygenase-2 (COX2). PG improved CSD-induced impairments in exploration, recognition memory, and spatial learning; restored antioxidant capacity; reduced lipid peroxidation; enhanced Nrf2-associated antioxidant signaling; and suppressed NF-κB-mediated inflammatory activation. These findings indicate that PG alleviates cognitive deficits induced by CSD through the modulation of redox homeostasis and neuroinflammatory responses, supporting its potential as an antioxidant derivative under chronic sleep-deprivation conditions. Full article
(This article belongs to the Section Health Outcomes of Antioxidants and Oxidative Stress)
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19 pages, 1866 KB  
Article
Administration of Single or Repeated Doses of CDCs in a Swine Model of Reperfused Myocardial Infarction: Magnetic Resonance and Proteomics Evaluation
by María Ángeles de Pedro, Claudia Báez-Díaz, Inmaculada Jorge, Fátima Vázquez-Lopez, Axiel Torrescusa-Bermejo, Beatriz Martinez-Fernandez, María Pulido, Esther López, Jesús Vázquez, Francisco M. Sánchez-Margallo and Veronica Crisostomo
Int. J. Mol. Sci. 2025, 26(23), 11294; https://doi.org/10.3390/ijms262311294 - 22 Nov 2025
Viewed by 946
Abstract
Some studies report better outcomes in cell therapy for myocardial infarction (MI) with repeated administrations. We aimed to elucidate the potential differences in terms of cardiac function and protein expression after one or three doses of cardiosphere-derived cells (CDCs) in a porcine MI [...] Read more.
Some studies report better outcomes in cell therapy for myocardial infarction (MI) with repeated administrations. We aimed to elucidate the potential differences in terms of cardiac function and protein expression after one or three doses of cardiosphere-derived cells (CDCs) in a porcine MI model. CDCs were isolated from swine cardiac explants, cultured in cardiomyocyte growth medium (CGM), and prepared for administration. Pigs surviving a 90 min balloon occlusion of the mid-left anterior descending coronary artery (LAD) were randomly allocated to receive vehicle (CON), one (D1), or three (D3) doses of 30 × 106 CDCs via the infarct-related coronary artery. Cardiac function was assessed with magnetic resonance at baseline and 10 weeks. Programmed electrical stimulation to study arrhythmogenicity was performed at 10 weeks. High-throughput quantitative proteomic analysis of infarcted tissue was performed to identify biological processes based on protein abundance changes between groups. No significant differences were found between the three groups for any cardiac function parameter at 10 weeks. No increase in ventricular tachycardia inducibility was seen in treated groups. However, gene ontology and topological analyses revealed potentially beneficial molecular adaptations. Upregulation of GYS1, AGL, and GBE1 indicated an increase in glycogen biosynthesis and energy availability, while an increase in ANK2, along with hub proteins ALB and TRAP1, suggested cardioprotective effects. Furthermore, the increase in remodeling-related proteins, including EPHA4, PODN, and ALPK3, pointed to favorable structural adaptation following infarction. In conclusion, the intracoronary administration of single or repeated doses of 30 × 106 CDCs to a porcine reperfused MI model shows only slight differential improvement in both cardiac function and protein profile in this experimental setting, thus presenting limited translational potential. Full article
(This article belongs to the Special Issue Cellular and Molecular Progression of Cardiovascular Diseases)
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22 pages, 2165 KB  
Article
Adaptive Packetization Model (AABF+) and Microblocks for an Intelligent Atmospheric Emissions Monitoring System on a Consortium Blockchain
by Dilara Abzhanova and Andrii Biloshchytskyi
Information 2025, 16(11), 976; https://doi.org/10.3390/info16110976 - 11 Nov 2025
Cited by 1 | Viewed by 861
Abstract
Real-time monitoring of atmospheric emissions is critical for ensuring transparency, compliance, and rapid response to environmental risks. However, traditional systems often suffer from latency and a lack of verifiable data integrity. This paper presents AABF+, an adaptive packetization and microblock model built on [...] Read more.
Real-time monitoring of atmospheric emissions is critical for ensuring transparency, compliance, and rapid response to environmental risks. However, traditional systems often suffer from latency and a lack of verifiable data integrity. This paper presents AABF+, an adaptive packetization and microblock model built on a permissioned blockchain that supports intelligent emissions monitoring. The proposed system dynamically groups sensor readings into microblocks and commits them using Byzantine Fault Tolerant (BFT) consensus, enabling both high throughput and verifiable traceability. Unlike fixed-window blockchains, AABF+ adapts the microblock size and time window based on incoming data rates, balancing responsiveness and reliability. The model was implemented and experimentally evaluated in an edge-class 1 GbE testbed under real MRV (Measurement–Reporting–Verification) conditions. Results show that AABF+ achieves a median end-to-end latency of 0.96 s for single-record transactions and 3.07 s for 1000-record batches, while maintaining strong cryptographic verification of all entries. These findings demonstrate that AABF+ provides second-level data freshness with verifiable provenance, offering a practical foundation for digital environmental governance and regulatory compliance in Industry 4.0 ecosystems. Full article
(This article belongs to the Section Information Systems)
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20 pages, 4355 KB  
Article
Geographical Variation Shapes Nutritional Metabolite Profile and Food Functionality of Houttuynia cordata
by Yuanyuan Zhang, Xuelang Fu, Jinqun Zhu, Yu Gui, Huilin Huang, Yangye Liao, Yanping Mao, Hui Tian and Lei Liu
Metabolites 2025, 15(11), 701; https://doi.org/10.3390/metabo15110701 - 29 Oct 2025
Viewed by 1301
Abstract
Background/Objectives: Houttuynia cordata Thunb., a widely consumed vegetable and traditional food in Asia, possesses significant nutritional value. However, the impact of geographical origin on its nutritional metabolite composition, crucial for food quality and functionality, remains unclear. Methods: Here, we conducted a comprehensive [...] Read more.
Background/Objectives: Houttuynia cordata Thunb., a widely consumed vegetable and traditional food in Asia, possesses significant nutritional value. However, the impact of geographical origin on its nutritional metabolite composition, crucial for food quality and functionality, remains unclear. Methods: Here, we conducted a comprehensive metabolomic analysis of H. cordata cultivated across six major Chinese regions (Yunnan, Guangxi, Guizhou, Sichuan, Chongqing, Hubei) using UPLC-MS/MS. Results and Conclusions: We identified 496 nutritional metabolites, predominantly amino acids and derivatives (53.23%). Key bioactive carbohydrates, maltotriose and maltitol, exhibited distinct geographical accumulation patterns: maltotriose was significantly enriched in Yunnan (YN), while maltitol accumulated predominantly in Sichuan (SC). Integrated transcriptomic analysis linked this variation to the differential expression of starch metabolism genes (GBE1/glgB, α-amylases, β-amylases). Bioinformatic evaluation suggested potential health-related functionalities associated with these metabolites. These findings provide critical insights into the geographical determinants of H. cordata nutritional quality and functional properties. They offer a scientific foundation for optimizing cultivation practices based on regional advantages and developing H. cordata as a region-specific, high-value vegetable and functional food ingredient targeting distinct nutraceutical applications. Full article
(This article belongs to the Section Food Metabolomics)
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17 pages, 8936 KB  
Article
Grain Boundary Engineering of an Additively Manufactured AlSi10Mg Alloy for Advanced Energy Systems: Grain Size Effects on He Bubbles Distribution and Evolution
by Przemysław Snopiński, Marek Barlak, Jerzy Zagórski and Marek Pagač
Energies 2025, 18(20), 5445; https://doi.org/10.3390/en18205445 - 15 Oct 2025
Viewed by 1049
Abstract
The development of advanced energy materials is critical for the safety and efficiency of next-generation nuclear energy systems. Aluminum alloys present a compelling option due to their excellent neutronic properties, notably a low thermal neutron absorption cross-section. However, their historically poor high-temperature performance [...] Read more.
The development of advanced energy materials is critical for the safety and efficiency of next-generation nuclear energy systems. Aluminum alloys present a compelling option due to their excellent neutronic properties, notably a low thermal neutron absorption cross-section. However, their historically poor high-temperature performance has limited their use in commercial power reactors. This makes them prime candidates for specialized, lower-temperature but high-radiation environments, such as research reactors, spent fuel storage systems, and spallation neutron sources. In these applications, mitigating radiation damage—particularly swelling and embrittlement from helium produced during irradiation—remains a paramount challenge. Grain Boundary Engineering (GBE) is a potent strategy to mitigate radiation damage by increasing the fraction of low-energy Coincident Site Lattice (CSL) boundaries. These interfaces act as effective sinks for radiation-induced point defects (vacancies and self-interstitials), suppressing their accumulation and subsequent clustering into damaging dislocation loops and voids. By controlling the defect population, GBE can substantially reduce macroscopic effects like volumetric swelling and embrittlement, enhancing material performance in harsh radiation environments. In this article we evaluate the efficacy of GBE in an AlSi10Mg alloy, a candidate material for nuclear applications. Samples were prepared via KOBO extrusion, with a subset undergoing subsequent annealing to produce varied initial grain sizes and grain boundary character distributions. This allows for a direct comparison of how these microstructural features influence the material’s response to helium ion irradiation, which simulates damage from fission and fusion reactions. The resulting post-irradiation defect structures and their interaction with the engineered grain boundary network were characterized using a combination of Transmission Electron Microscopy (TEM) and High-Resolution Transmission Electron Microscopy (HRTEM), providing crucial insights for designing next-generation, radiation-tolerant energy materials. Full article
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14 pages, 2843 KB  
Article
Design of Polymeric Delivery Systems for Lycium barbarum Phytochemicals: A Spray Drying Approach for Nutraceuticals
by Filipa Teixeira, Angelina Rut, Paulo C. Costa, Francisca Rodrigues and Berta Nogueiro Estevinho
Foods 2025, 14(20), 3504; https://doi.org/10.3390/foods14203504 - 15 Oct 2025
Cited by 1 | Viewed by 1074
Abstract
Goji berries (Lycium barbarum L.) are extremely rich in bioactive compounds, including phenolics, flavonoids, and vitamin C, which contribute to the strong antioxidant and immunomodulatory properties, positioning them as a promising candidate for nutraceutical applications. However, due to some limitations such as [...] Read more.
Goji berries (Lycium barbarum L.) are extremely rich in bioactive compounds, including phenolics, flavonoids, and vitamin C, which contribute to the strong antioxidant and immunomodulatory properties, positioning them as a promising candidate for nutraceutical applications. However, due to some limitations such as poor bioavailability and instability, encapsulation via spray drying with polymeric carriers provides a practical strategy to improve their stability, bioavailability, and applicability in the health sector. In this study, goji berry extract (GBE) was obtained via ultrasound-assisted extraction (UAE) and encapsulated using spray drying with four different polymers: alginate, pectin, Eudragit E100 and RS30D. GBE-loaded microparticles showed improved production yields (e.g., 40.3% for Alginate + GBE vs. 13.9% for Alginate alone) and varying particle sizes (1.9–4.4 µm). The antioxidant/antiradical activities were retained to different extents, depending on the carrier, with RS30D + GBE displaying the highest TPC (15.51 mg GAE (gallic acid equivalents)/g), FRAP (59.83 µmol FSE (ferrous sulphate equivalents)/g), and DPPH activities (3.50 mg TE (Trolox equivalents)/g). Biocompatibility was confirmed in HT29-MTX cell lines for all produced microparticles. These findings support the use of spray-dried polymeric carriers to enhance the functional performance and stability of goji berry bioactive compounds in future nutraceutical applications. Full article
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