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Search Results (305)

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16 pages, 8060 KiB  
Article
Transcriptomic Reprogramming and Key Molecular Pathways Underlying Huanglongbing Tolerance and Susceptibility in Six Citrus Cultivars
by Xiaohong Chen, Fang Fang, Tingting Chen, Jinghua Wu, Zheng Zheng and Xiaoling Deng
Int. J. Mol. Sci. 2025, 26(15), 7359; https://doi.org/10.3390/ijms26157359 - 30 Jul 2025
Viewed by 224
Abstract
Huanglongbing (HLB), caused by Candidatus Liberibacter asiaticus (CLas), is the most devastating disease threatening global citrus production. Although no commercial citrus varieties exhibit complete HLB resistance, genotype-specific tolerance variations remain underexplored. This study conducted a comparative transcriptomic profiling of six commercially citrus cultivars [...] Read more.
Huanglongbing (HLB), caused by Candidatus Liberibacter asiaticus (CLas), is the most devastating disease threatening global citrus production. Although no commercial citrus varieties exhibit complete HLB resistance, genotype-specific tolerance variations remain underexplored. This study conducted a comparative transcriptomic profiling of six commercially citrus cultivars in South China, four susceptible cultivars (C. reticulata cv. Tankan, Gongkan, Shatangju, and C. sinensis Osbeck cv. Newhall), and two tolerant cultivars (C. limon cv. Eureka; C. maxima cv Guanxi Yu) to dissect molecular mechanisms underlying HLB responses. Comparative transcriptomic analyses revealed extensive transcriptional reprogramming, with tolerant cultivars exhibiting fewer differentially expressed genes (DEGs) and targeted defense activation compared to susceptible genotypes. The key findings highlighted the genotype-specific regulation of starch metabolism, where β-amylase 3 (BAM3) was uniquely upregulated in tolerant varieties, potentially mitigating starch accumulation. Immune signaling diverged significantly: tolerant cultivars activated pattern-triggered immunity (PTI) via receptor-like kinases (FLS2) and suppressed ROS-associated RBOH genes, while susceptible genotypes showed the hyperactivation of ethylene signaling and oxidative stress pathways. Cell wall remodeling in susceptible cultivars involved upregulated xyloglucan endotransglucosylases (XTH), contrasting with pectin methylesterase induction in tolerant Eureka lemon for structural reinforcement. Phytohormonal dynamics revealed SA-mediated defense and NPR3/4 suppression in Eureka lemon, whereas susceptible cultivars prioritized ethylene/JA pathways. These findings delineate genotype-specific strategies in citrus–CLas interactions, identifying BAM3, FLS2, and cell wall modifiers as critical targets for breeding HLB-resistant cultivars through molecular-assisted selection. This study provides a foundational framework for understanding host–pathogen dynamics and advancing citrus immunity engineering. Full article
(This article belongs to the Special Issue Plant-Microbe Interaction: Current Status and Future Directions)
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19 pages, 3343 KiB  
Article
Transcriptomic and Proteomic Analyses Provide Insight into Sugar Metabolism-Induced Dormancy Release of Flower Buds of Pyrus pyrifolia ‘Cuiguan’
by Huiquan Wang, Ling Ding, Qinghua Ye, Xueying Huang, Lei Xu, Shaohua Wu and Dongjin He
Horticulturae 2025, 11(7), 813; https://doi.org/10.3390/horticulturae11070813 - 9 Jul 2025
Viewed by 333
Abstract
Pear buds exhibit inherent dormancy, during which carbohydrates play a pivotal role in dormancy release and germination. In this study, Pyrus pyrifolia ‘Cuiguan’ was employed as the experimental material to investigate the molecular mechanisms underlying flower bud dormancy release. The results revealed that [...] Read more.
Pear buds exhibit inherent dormancy, during which carbohydrates play a pivotal role in dormancy release and germination. In this study, Pyrus pyrifolia ‘Cuiguan’ was employed as the experimental material to investigate the molecular mechanisms underlying flower bud dormancy release. The results revealed that the dynamic balance between starch and soluble sugar is critical for promoting dormancy release and germination in P. pyrifolia ‘Cuiguan’ flower buds. Through transcriptomic and proteomic profiling, a total of 4035 differentially expressed genes (DEGs) and 1596 differentially expressed proteins (DEPs) were identified, which were predominantly associated with carbohydrate metabolism, particularly sugar metabolism pathways. Their changes were coordinately regulated at both transcriptional and translational levels. Key structural genes involved in maltose and sucrose biosynthesis, including BAM (LOC103949270), AAM (LOC125479337, LOC103940334, and LOC103941903), SPS (LOC125475683), and INV (LOC125478747), were significantly upregulated during the germination stage, facilitating flower bud sprouting. Integrated multi-omic analysis demonstrated that starch–sugar interconversion may govern dormancy release and sustained bud growth by modulating sugar metabolism-related genes and proteins. These findings provide novel insights into the molecular mechanisms of carbohydrate biosynthesis and associated protein regulation during dormancy release and development of P. pyrifolia ‘Cuiguan’ under natural conditions. Full article
(This article belongs to the Section Genetics, Genomics, Breeding, and Biotechnology (G2B2))
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12 pages, 4128 KiB  
Article
Therapeutic Potential of Bovine Amniotic Membrane in Wound Healing: Insights from a Mouse Model
by Dongwoo Yu, Ye Jin Kwon, Chi Heon Kim, Inbo Han, Jong-Moon Hwang and Kyoung-Tae Kim
Cells 2025, 14(14), 1040; https://doi.org/10.3390/cells14141040 - 8 Jul 2025
Viewed by 342
Abstract
Wound healing involves complex interplay between cellular and molecular events. In this study, we investigated the therapeutic potential of the bovine amniotic membrane (BAM) in wound healing using a mouse model. Twelve male C57BL/6 mice were divided into four groups: negative control (Vehicle), [...] Read more.
Wound healing involves complex interplay between cellular and molecular events. In this study, we investigated the therapeutic potential of the bovine amniotic membrane (BAM) in wound healing using a mouse model. Twelve male C57BL/6 mice were divided into four groups: negative control (Vehicle), positive control (DuoDERM Extra Thin®), amniotic membrane attachment (Amniotic Membrane), and compressed amniotic membrane attachment (Amniotic Membrane with Compression). The dorsal skin of each mouse was excised and wound-healing parameters were assessed over a two-week period. Our results revealed that the Amniotic Membrane and Amniotic Membrane with Compression groups demonstrated significant sustained reductions in the wound area compared to the Vehicle group. These reductions were more pronounced than those observed in the DuoDERM group. Histopathological analysis revealed advanced wound healing characteristics in the BAM-treated groups. Immunohistochemical analysis demonstrated elevated expression levels of wound healing markers (including α-smooth muscle actin, collagen type III, SMAD 1/5/8, and SMAD 2/3) in the BAM-treated groups compared to the control and DuoDERM groups. Conversely, cluster of differentiation 4 levels were significantly lower in BAM-treated groups. Overall, our findings highlight the therapeutic efficacy of BAM and compression in promoting wound healing. Thus, BAM offers a promising therapeutic approach for enhancing wound healing outcomes in clinical settings, potentially by modulating key wound healing pathways and processes. Full article
(This article belongs to the Section Tissues and Organs)
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26 pages, 32088 KiB  
Article
Fall Detection Algorithm Using Enhanced HRNet Combined with YOLO
by Huan Shi, Xiaopeng Wang and Jia Shi
Sensors 2025, 25(13), 4128; https://doi.org/10.3390/s25134128 - 2 Jul 2025
Viewed by 496
Abstract
To address the issues of insufficient feature extraction, single-fall judgment method, and poor real-time performance of traditional fall detection algorithms in occluded scenes, a top-down fall detection algorithm based on improved YOLOv8 combined with BAM-HRNet is proposed. First, the Shufflenetv2 network is used [...] Read more.
To address the issues of insufficient feature extraction, single-fall judgment method, and poor real-time performance of traditional fall detection algorithms in occluded scenes, a top-down fall detection algorithm based on improved YOLOv8 combined with BAM-HRNet is proposed. First, the Shufflenetv2 network is used to make the backbone of YOLOv8 light weight, and a mixed attention mechanism network is connected stage-wise at the neck to enable the network to better obtain human body position information. Second, the HRNet network integrated with the channel attention mechanism can effectively extract the position information of key points. Then, by analyzing the position information of skeletal key points, the decline speed of the center of mass, the angular velocity between the trunk and the ground, and the human body height-to-width ratio are jointly used as the discriminant basis for identifying fall behaviors. In addition, when a suspected fall is detected, the system automatically activates a voice inquiry mechanism to improve the accuracy of fall judgment. The results show that the accuracy of the object detection module on the COCO and Pascal VOC datasets is 64.1% and 61.7%, respectively. The accuracy of the key point detection module on the COCO and OCHuman datasets reaches 73.49% and 70.11%, respectively. On the fall detection datasets, the accuracy of the proposed algorithm exceeds 95% and the frame rate reaches 18.1 fps. Compared with traditional algorithms, it demonstrates superior ability to distinguish between normal and fall behaviors. Full article
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16 pages, 2296 KiB  
Article
Magnetoelectric Effects in Bilayers of PZT and Co and Ti Substituted M-Type Hexagonal Ferrites
by Sujoy Saha, Sabita Acharya, Sidharth Menon, Rao Bidthanapally, Michael R. Page, Menka Jain and Gopalan Srinivasan
J. Compos. Sci. 2025, 9(7), 336; https://doi.org/10.3390/jcs9070336 - 27 Jun 2025
Viewed by 290
Abstract
This report is on Co and Ti substituted M-type barium and strontium hexagonal ferrites that are reported to be single phase multiferroics due to a transition from Neel type ferrimagnetic order to a spiral spin structure that is accompanied by a ferroelectric polarization [...] Read more.
This report is on Co and Ti substituted M-type barium and strontium hexagonal ferrites that are reported to be single phase multiferroics due to a transition from Neel type ferrimagnetic order to a spiral spin structure that is accompanied by a ferroelectric polarization in an applied magnetic field. The focus here is the nature of magnetoelectric (ME) interactions in the bilayers of ferroelectric PZT and Co and Ti substituted BaM and SrM. The ME coupling in the ferrite-PZT bilayers arise due to the transfer of magnetostriction-induced mechanical deformation in a magnetic field in the ferrite resulting in an induced electric field in PZT. Polycrystalline Co and Ti doped ferrites, Ba (CoTi)x Fe12−2xO19, (BCTx), and Sr (CoTi)x Fe12−2xO19 (SCTx) (x = 0–4) were found to be free of impurity phases for all x-values except for SCTx, which had a small amount of α-Fe2O3 in the X-ray diffraction patterns for x ≤ 2.0. The magnetostriction for the ferrites increased with applied filed H to a maximum value of around 2 to 6 ppm for H~5 kOe. BCTx/SCTx samples showed ferromagnetic resonance (FMR) for x = 1.5–2.0, and the estimated anisotropy field was on the order of 5 kOe. The magnetization increased with the amount of Co and Ti doping, and it decreased rapidly with x for x > 1.0. Measurements of ME coupling strengths were conducted on the bilayers of BCTx/SCTx platelets bonded to PZT. The bilayer was subjected to an AC and DC magnetic field H, and the magnetoelectric voltage coefficient (MEVC) was measured as a function of H and frequency of the AC field. For BCTx-PZT, the maximum value of MEVC at low frequency was ~5 mV/cm Oe, and a 40-fold increase at electromechanical resonance (EMR). SCTx–PZT composites also showed a similar behavior with the highest MEVC value of ~14 mV/cm Oe at low frequencies and ~200 mV/cm Oe at EMR. All the bilayers showed ME coupling for zero magnetic bias due to the magnetocrystalline anisotropy field in the ferrite that provided a built-in bias field. Full article
(This article belongs to the Special Issue Metal Composites, Volume II)
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12 pages, 2540 KiB  
Article
Synthesis and Characterization of 1-Hydroxy-5-Methyltetrazole and Its Energetic Salts
by Lukas J. Eberhardt, Maximilian Benz, Jörg Stierstorfer and Thomas M. Klapötke
Molecules 2025, 30(13), 2766; https://doi.org/10.3390/molecules30132766 - 27 Jun 2025
Viewed by 441
Abstract
The objective of this work was the synthesis and characterization of novel, insensitive high explosives. 1-hydroxy-5-methyltetrazole served as both a scaffold and anion for preparing various nitrogen-rich energetic salts. The compounds were characterized using 1H and 13C NMR spectroscopy, high-resolution mass [...] Read more.
The objective of this work was the synthesis and characterization of novel, insensitive high explosives. 1-hydroxy-5-methyltetrazole served as both a scaffold and anion for preparing various nitrogen-rich energetic salts. The compounds were characterized using 1H and 13C NMR spectroscopy, high-resolution mass spectrometry, elemental analysis, low-temperature single-crystal X-ray diffraction, and IR spectroscopy. Thermal stability was investigated via differential thermal analysis (DTA). Sensitivities towards mechanical stimuli were measured using a BAM drop hammer for impact sensitivity and a BAM friction apparatus for friction sensitivity, employing one of six testing procedures. Energetic performance parameters were calculated using the EXPLO5 code, incorporating room-temperature X-ray densities and solid-state heats of formation obtained via CBS-4M calculations using the Gaussian 16 program. Full article
(This article belongs to the Special Issue Molecular Design and Synthesis of Novel Energetic Compounds)
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14 pages, 3504 KiB  
Article
Multimodal Deep Learning for Stage Classification of Head and Neck Cancer Using Masked Autoencoders and Vision Transformers with Attention-Based Fusion
by Anas Turki, Ossama Alshabrawy and Wai Lok Woo
Cancers 2025, 17(13), 2115; https://doi.org/10.3390/cancers17132115 - 24 Jun 2025
Viewed by 550
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a prevalent and aggressive cancer, and accurate staging using the AJCC system is essential for treatment planning. This study aims to enhance AJCC staging by integrating both clinical and imaging data using a multimodal deep [...] Read more.
Head and neck squamous cell carcinoma (HNSCC) is a prevalent and aggressive cancer, and accurate staging using the AJCC system is essential for treatment planning. This study aims to enhance AJCC staging by integrating both clinical and imaging data using a multimodal deep learning pipeline. We propose a framework that employs a VGG16-based masked autoencoder (MAE) for self-supervised visual feature learning, enhanced by attention mechanisms (CBAM and BAM), and fuses image and clinical features using an attention-weighted fusion network. The models, benchmarked on the HNSCC and HN1 datasets, achieved approximately 80% accuracy (four classes) and ~66% accuracy (five classes), with notable AUC improvements, especially under BAM. The integration of clinical features significantly enhances stage-classification performance, setting a precedent for robust multimodal pipelines in radiomics-based oncology applications. Full article
(This article belongs to the Section Methods and Technologies Development)
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14 pages, 4748 KiB  
Article
Decreased Responsiveness to Chemical Itch in Old Mice
by Qiaofeng Zhao, Mitsutoshi Tominaga, Sumika Toyama, Kotaro Honda, Eriko Komiya, Yayoi Kamata, Hang Ma and Kenji Takamori
Cells 2025, 14(12), 889; https://doi.org/10.3390/cells14120889 - 12 Jun 2025
Viewed by 578
Abstract
Aging is associated with altered itch perception, potentially due to changes in neuronal function and pruriceptive signaling. The underlying mechanisms, however, remain unclear. We investigated age-related differences in itch sensitivity at behavioral, cellular, and molecular levels. Young and old mice were intradermally injected [...] Read more.
Aging is associated with altered itch perception, potentially due to changes in neuronal function and pruriceptive signaling. The underlying mechanisms, however, remain unclear. We investigated age-related differences in itch sensitivity at behavioral, cellular, and molecular levels. Young and old mice were intradermally injected with various pruritogens, including small molecules (histamine, chloroquine, and serotonin) and peptides (BAM8–22, AY-NH2, and SLIGRL-NH2). Scratching behavior and mechanical itch sensitivity were assessed, and calcium imaging was used to evaluate sensory neuron responses in the dorsal root ganglia. Additionally, immunofluorescence staining was performed to analyze the expression of TRPV1 and Cav3.2. Old mice exhibited reduced scratching behavior following injections, and their neuronal responses to histamine and chloroquine were diminished. Although all treated groups showed increased mechanical alloknesis, the effect was less pronounced in old animals. The expression of TRPV1 and Cav3.2 was also reduced in dorsal root ganglia neurons of old mice. These findings suggest that aging impairs both functional responsiveness and molecular signaling in sensory neurons, contributing to reduced chemical itch sensitivity in aged individuals. Full article
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18 pages, 352 KiB  
Article
Novel Results on Global Asymptotic Stability of Time-Delayed Complex Valued Bidirectional Associative Memory Neural Networks
by N. Mohamed Thoiyab, Saravanan Shanmugam, Rajarathinam Vadivel and Nallappan Gunasekaran
Symmetry 2025, 17(6), 834; https://doi.org/10.3390/sym17060834 - 27 May 2025
Viewed by 265
Abstract
This study investigates the global asymptotic stability of hybrid bidirectional associative memory (BAM) complex-valued neural networks (CVNNs) with time-varying delays and uncertain parameters, where the system matrices are assumed to be symmetric. By constructing an appropriate Lyapunov–Krasovskii functional (LKF), new sufficient conditions are [...] Read more.
This study investigates the global asymptotic stability of hybrid bidirectional associative memory (BAM) complex-valued neural networks (CVNNs) with time-varying delays and uncertain parameters, where the system matrices are assumed to be symmetric. By constructing an appropriate Lyapunov–Krasovskii functional (LKF), new sufficient conditions are derived to guarantee the existence and uniqueness of equilibrium points, as well as to establish the global asymptotic stability of the proposed symmetric hybrid BAM CVNNs. The validity and effectiveness of the theoretical results are further demonstrated through detailed numerical examples. Full article
(This article belongs to the Special Issue Symmetry and Asymmetry in Network Control)
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16 pages, 2329 KiB  
Article
Ibα-XYL1 Interfered Expression Decreases Starch Granule Size and Increases Soluble Sugar Content to Improve Steamed Sweetpotato Storage Root Taste
by Chen Li, Meng Kou, Chang You, Meng Ma, Weihan Song, Wei Tang, Hui Yan, Runfei Gao, Xin Wang, Yungang Zhang and Qiang Li
Int. J. Mol. Sci. 2025, 26(11), 5015; https://doi.org/10.3390/ijms26115015 - 23 May 2025
Viewed by 360
Abstract
As an important characteristic and horticultural crop in China, sweetpotato can be used as food, industrial raw material, vegetable, and ornamental material. Purple sweetpotato for table use is rich in anthocyanin, which leads to some bitter taste, so it needs further quality improvement. [...] Read more.
As an important characteristic and horticultural crop in China, sweetpotato can be used as food, industrial raw material, vegetable, and ornamental material. Purple sweetpotato for table use is rich in anthocyanin, which leads to some bitter taste, so it needs further quality improvement. Genetic engineering technology is an effective method to improve crop traits, but there are few reports on genes that can improve sweetpotato sweetness and taste. A xylosidase gene (Ibα-XYL1) was cloned from sweetpotato variety ‘Yanshu 25’ with a fragment size of 2796 bp and encoding 932 amino acid sequences. It has a typical transmembrane domain and three functional domains, which are localized at cell membrane. Reduction in Ibα-XYL1 gene expression had no significant effect on the expansion characteristics and anthocyanin content of sweetpotato storage root (SPSR), but it could up-regulate the expression of sucrose synthesis related genes (SuS, SuPS) and promote the accumulation of soluble sugar in fresh transgenic SPSR. At the same time, it could up-regulate the expression of genes related to starch synthesis modifications (GASS, SBE) and starch decomposition (AMY and BAM), reduce the starch granule size and the starch pasting temperature, promote the conversion of starch to maltose, increase the soluble sugar content, and improve the sweetness and taste of steamed transgenic SPSR. The results are of great significance for quality improvement of sweetpotato. Full article
(This article belongs to the Special Issue Advances in Genetics and Breeding Research in Horticultural Crops)
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15 pages, 10772 KiB  
Article
Stem Cell Factors BAM1 and WOX1 Suppressing Longitudinal Cell Division of Margin Cells Evoked by Low-Concentration Auxin in Young Cotyledon of Arabidopsis
by Yuli Jiang, Jian Liang, Chunyan Wang, Li Tan, Yoji Kawano and Shingo Nagawa
Int. J. Mol. Sci. 2025, 26(10), 4724; https://doi.org/10.3390/ijms26104724 - 15 May 2025
Viewed by 416
Abstract
Highly differentiated tissues and organs play essential biological functions in multicellular organisms. Coordination of organ developmental process with tissue differentiation is necessary to achieve proper development of mature organs, but mechanisms for such coordination are not well understood. We used cotyledon margin cells [...] Read more.
Highly differentiated tissues and organs play essential biological functions in multicellular organisms. Coordination of organ developmental process with tissue differentiation is necessary to achieve proper development of mature organs, but mechanisms for such coordination are not well understood. We used cotyledon margin cells from Arabidopsis plant as a new model system to investigate cell elongation and cell division during organ growth and found that margin cells endured a developmental phase transition from the “elongation” phase to the “elongation and division” phase at the early stage in germinating seedlings. We also discovered that the stem cell factors BARELY ANY MERISTEM 1 (BAM1) and WUSCHEL-related homeobox1 (WOX1) are involved in the regulation of margin cell developmental phase transition. Furthermore, exogenous auxin treatment (1 nanomolar,nM) promotes cell division, especially longitudinal cell division. This promotion of cell division did not occur in bam1 and wox1 mutants. Based on these findings, we hypothesized a new “moderate auxin concentration” model which emphasizes that a moderate auxin concentration is the key to triggering the developmental transition of meristematic cells. Full article
(This article belongs to the Section Molecular Plant Sciences)
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22 pages, 1950 KiB  
Review
Targeting Mitochondrial Dysfunction to Prevent Endothelial Dysfunction and Atherosclerosis in Diabetes: Focus on the Novel Uncoupler BAM15
by Woong Bi Jang, Vinoth Kumar Rethineswaran and Sang-Mo Kwon
Int. J. Mol. Sci. 2025, 26(10), 4603; https://doi.org/10.3390/ijms26104603 - 11 May 2025
Viewed by 1460
Abstract
Diabetes mellitus is a chronic metabolic disorder characterized by persistent hyperglycemia, leading to endothelial dysfunction and accelerated atherosclerosis. Mitochondrial dysfunction, oxidative stress, and dysregulated lipid metabolism contribute to endothelial cell (EC) injury, promoting plaque formation and increasing cardiovascular disease risk. Current lipid-lowering therapies [...] Read more.
Diabetes mellitus is a chronic metabolic disorder characterized by persistent hyperglycemia, leading to endothelial dysfunction and accelerated atherosclerosis. Mitochondrial dysfunction, oxidative stress, and dysregulated lipid metabolism contribute to endothelial cell (EC) injury, promoting plaque formation and increasing cardiovascular disease risk. Current lipid-lowering therapies have limited effectiveness in restoring endothelial function, highlighting the need for novel strategies. Mitochondrial uncoupling has emerged as a promising approach, with BAM15—a newly identified mitochondrial uncoupler—showing potential therapeutic benefits. BAM15 enhances fatty acid oxidation (FAO), reduces reactive oxygen species, and protects ECs from hyperglycemia-induced apoptosis. Unlike conventional uncouplers, BAM15 demonstrates improved tolerability and efficacy without severe off-target effects. It restores mitochondrial function, improves endothelial survival, and supports metabolic homeostasis under hyperglycemic conditions. This review uniquely integrates emerging evidence on mitochondrial dysfunction, endothelial metabolism, and FAO to highlight the novel role of BAM15 in restoring vascular function in diabetes. We provide the first focused synthesis of BAM15’s mechanistic impact on EC bioenergetics and position it within the broader landscape of mitochondrial-targeted therapies for diabetic vascular complications. Further research is needed to elucidate the molecular mechanism through which BAM15 modulates EC metabolism and to evaluate its long-term vascular effects in diabetic models. Full article
(This article belongs to the Special Issue Cardiovascular Diseases: From Pathology to Therapeutics)
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16 pages, 581 KiB  
Article
Semi-Global Polynomial Synchronization of High-Order Multiple Proportional-Delay BAM Neural Networks
by Er-yong Cong, Xian Zhang and Li Zhu
Mathematics 2025, 13(9), 1512; https://doi.org/10.3390/math13091512 - 4 May 2025
Cited by 2 | Viewed by 436
Abstract
This paper addresses the semi-global polynomial synchronization (SGPS) problem for a class of high-order bidirectional associative memory neural networks (HOBAMNNs) with multiple proportional delays. The time-delay-dependent semi-global polynomial stability criterion for error systems was established via a direct approach. The derived stability conditions [...] Read more.
This paper addresses the semi-global polynomial synchronization (SGPS) problem for a class of high-order bidirectional associative memory neural networks (HOBAMNNs) with multiple proportional delays. The time-delay-dependent semi-global polynomial stability criterion for error systems was established via a direct approach. The derived stability conditions are formulated as several simple inequalities that are readily solvable, facilitating direct verification using standard computational tools (e.g., YALMIP). Notably, this method can be applied to many system models with proportional delays after minor modifications. Finally, a numerical example is provided to validate the effectiveness of the theoretical results. Full article
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13 pages, 4116 KiB  
Article
A New Species of the Medically Important Scorpion Genus, Hemiscorpius Peters, 1861 (Hemiscorpiidae), from Southern Iran
by Esmaeil Amiri Ghanat Saman, Hossein Barahoei, Hossein Dehghan, Mohammad Ali Oshaghi, Javad Rafinejad, Amrollah Azarm and Lorenzo Prendini
Diversity 2025, 17(5), 321; https://doi.org/10.3390/d17050321 - 28 Apr 2025
Cited by 1 | Viewed by 1657
Abstract
Seven species of Hemiscorpius Peters, 1861 have been recorded in Iran. Due to the medical importance of this genus, the scorpion populations of southern Kerman Province, in the south of Iran, were studied. Scorpion specimens were collected in 2023 and 2024 from mountainous [...] Read more.
Seven species of Hemiscorpius Peters, 1861 have been recorded in Iran. Due to the medical importance of this genus, the scorpion populations of southern Kerman Province, in the south of Iran, were studied. Scorpion specimens were collected in 2023 and 2024 from mountainous areas in Bam and Jiroft counties. Morphological, morphometric, and molecular data revealed a new species, described herein as Hemiscorpius jiroftensis sp. n. The genetic distances between the new species and other species of Hemiscorpius varied from 0.105 with samples of H. lepturus from Iran to 0.138 with samples of H. enischnochela. The Jebal Barez Mountains appear to have provided a geographical barrier, separating the new species from its closest relative, Hemiscorpius acanthocercus Monod & Lourenço, 2005. It is important to understand the geographical distributions and morphological differences among the species of Hemiscorpius to implement appropriate medical responses to envenomation by these scorpions. Full article
(This article belongs to the Special Issue Diversity, Biodiversity, Threats and Conservation of Arthropods)
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22 pages, 8214 KiB  
Article
Estimation of River Velocity and Discharge Based on Video Images and Deep Learning
by Ruiting Liu, Dianyi He, Neng Li, Xiaolei Pu, Jianhui Jin and Jianping Wang
Appl. Sci. 2025, 15(9), 4865; https://doi.org/10.3390/app15094865 - 27 Apr 2025
Viewed by 532
Abstract
Space-time image velocimetry (STIV) plays an important role in river velocity measurement due to its safety and efficiency. However, its practical application is affected by complex scene conditions, resulting in significant errors in the accurate estimation of texture angles. This paper proposes a [...] Read more.
Space-time image velocimetry (STIV) plays an important role in river velocity measurement due to its safety and efficiency. However, its practical application is affected by complex scene conditions, resulting in significant errors in the accurate estimation of texture angles. This paper proposes a method to predict the texture angles in frequency domain images based on an improved ShuffleNetV2. The second 1 × 1 convolution in the main branch of the downsampling unit and basic unit is deleted, the kernel size of the depthwise separable convolution is adjusted, and a Bottleneck Attention Module (BAM) is introduced to enhance the ability of capturing important feature information, effectively improving the precision of texture angles. In addition, the measured data from a current meter are used as the standard for comparison with established and novel approaches, and this study further validates its methodology through comparative experiments conducted in both artificial and natural river channels. The experimental results at the Agu, Panxi, and Mengxing hydrological stations demonstrate that the relative errors of the discharge measured by the proposed method are 2.20%, 3.40%, and 2.37%, and the relative errors of the mean velocity are 1.47%, 3.64%, and 1.87%, which affirms it has higher measurement accuracy and stability compared with other methods. Full article
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