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13 pages, 7865 KiB  
Article
FlbD: A Regulator of Hyphal Growth, Stress Resistance, Pathogenicity, and Chlamydospore Production in the Nematode-Trapping Fungus Arthrobotrys flagrans
by Yu Zhang, Shun-Qiao Peng, Wang-Ting He, Fei-Fei Gao, Qian-Fei Shi and Guo-Hong Li
Microorganisms 2025, 13(8), 1847; https://doi.org/10.3390/microorganisms13081847 (registering DOI) - 7 Aug 2025
Abstract
Arthrobotrys flagrans is a typical nematode-trapping fungus that captures nematodes by producing three-dimensional networks. FlbD is a DNA-binding protein containing a Myb domain, which plays a significant role in fungal development. However, the biological function of FlbD in nematode-trapping fungi remains unknown. In [...] Read more.
Arthrobotrys flagrans is a typical nematode-trapping fungus that captures nematodes by producing three-dimensional networks. FlbD is a DNA-binding protein containing a Myb domain, which plays a significant role in fungal development. However, the biological function of FlbD in nematode-trapping fungi remains unknown. In this study, we analyzed the physicochemical properties and conserved domains of AfFlbD and constructed the AfFlbD knockout strains (ΔAfFlbD) using homologous recombination. Our functional analysis revealed that the mutants produced more cottony aerial mycelia at the colony center. Additionally, the cell length of the mutants was reduced, indicating that AfFlbD regulates cell morphology in A. flagrans. Chemical stress tolerance assays of the mutants demonstrated reduced sensitivity to NaCl and sorbitol stresses but increased sensitivity to SDS and H2O2 stresses compared to the WT strain. Interestingly, the mutants spontaneously produced traps, and its pathogenicity to nematodes was significantly enhanced, suggesting that AfFlbD negatively regulates the pathogenicity of A. flagrans. Furthermore, the number of chlamydospores produced by the mutants was markedly reduced, though their morphology remained unchanged. Fluorescence localization analysis showed that AfFlbD localizes to the nuclei of chlamydospores, thereby regulating chlamydospore formation. This study provides important theoretical insights into the biological function of the FlbD transcription factor and offers new perspectives for the application of nematode-trapping fungi as a method of controlling plant-parasitic nematodes. Full article
(This article belongs to the Special Issue Microorganisms as Biocontrol Agents in Plant Pathology, 2nd Edition)
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12 pages, 1447 KiB  
Article
Increased Detection of Merkel Cell Polyomavirus in Non-Melanoma Skin Cancer and Its Association with Host Immunogenetic Profile
by Leonardo Ribeiro Alves de Souza, Camila Freze Baez, Thiago Rubim Bellott, Milena Siqueira Pereira, Marianna Tavares Venceslau Gonçalves, Maria Angelica Arpon Marandino Guimarães, Flávio Barbosa Luz and Rafael Brandão Varella
Dermato 2025, 5(3), 14; https://doi.org/10.3390/dermato5030014 (registering DOI) - 7 Aug 2025
Abstract
Background: Merkel cell polyomavirus (MCPyV) has been established as an etiological agent in Merkel cell carcinoma (MCC), yet its role in other cutaneous neoplasms remains under investigation. The impact of the host’s immunogenetic characteristics on the persistence of Merkel cell polyomavirus (MCPyV) in [...] Read more.
Background: Merkel cell polyomavirus (MCPyV) has been established as an etiological agent in Merkel cell carcinoma (MCC), yet its role in other cutaneous neoplasms remains under investigation. The impact of the host’s immunogenetic characteristics on the persistence of Merkel cell polyomavirus (MCPyV) in non-melanoma skin cancer (NMSC) is not yet well understood. Objective: Our aim was to investigate the presence of MCPyV in various skin lesions, particularly NMSC, and its association with cytokine gene polymorphisms related to immune regulation. Methods: We analyzed 274 skin biopsies (lesional, perilesional, and healthy skin) from 84 patients undergoing dermatological evaluation. MCPyV DNA and polymorphisms in IL-6, IL-10, IFN-γ, and TNF-α genes were detected using PCR-based assays. Results: MCPyV was significantly more prevalent in NMSC and non-cancerous lesions than in surgical margins or healthy skin (p = 0.050 and 0.048, respectively). Concordance between lesion and margin samples was low (κ = 0.305), suggesting microenvironment-specific viral persistence. Notably, high-expression IL-10 genotypes (-1082 GG) and low-expression IL-6 genotypes (-174 AA) were significantly associated with MCPyV detection (p = 0.048 and p = 0.015, respectively). Conclusions: MCPyV preferentially localizes to NMSC lesions, particularly in individuals with immunogenetic profiles favoring viral persistence. Since the role of MCPyV in the pathogenesis of NMSC remains uncertain, our results highlight the need for further studies to clarify whether the lesion’s microenvironment supports viral persistence or indicates a more intricate interaction between the virus and the host, which could be significant for the development of skin cancer. Full article
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14 pages, 2857 KiB  
Article
Identification of the MADS-Box Gene Family and Development of Simple Sequence Repeat Markers in Chimonanthus praecox
by Huafeng Wu, Bin Liu, Yinzhu Cao, Guanpeng Ma, Xiaowen Zheng, Ximeng Yang, Qianli Dai, Hengxing Zhu, Haoxiang Zhu, Xingrong Song and Shunzhao Sui
Plants 2025, 14(15), 2450; https://doi.org/10.3390/plants14152450 - 7 Aug 2025
Abstract
Chimonanthus praecox, a traditional ornamental plant in China, is admired for its ability to bloom during the cold winter season and is recognized as an outstanding woody cut flower. MADS-box genes encode transcription factors essential for plant growth and development, with key [...] Read more.
Chimonanthus praecox, a traditional ornamental plant in China, is admired for its ability to bloom during the cold winter season and is recognized as an outstanding woody cut flower. MADS-box genes encode transcription factors essential for plant growth and development, with key functions in regulating flowering time and the formation of floral organs. In this study, 74 MADS-box genes (CpMADS1–CpMADS74) were identified and mapped across 11 chromosomes, with chromosome 1 harboring the highest number (13 genes) and chromosome 3 the fewest (3 genes). Physicochemical property analysis revealed that all CpMADS proteins are hydrophilic and predominantly nuclear-localized. Phylogenetic analysis classified these genes into Type I and Type II subfamilies, highlighting a clear divergence in domain structure. Eighty simple sequence repeat (SSR) loci were detected, with dinucleotide repeats being the most abundant, and the majority located in Type II MADS genes. From 23 C. praecox samples, 10 polymorphic SSR markers were successfully developed and PCR-validated, enabling a cluster analysis that grouped these cultivars into three distinct clusters. This study offers significant insights into the regulation of flowering, floral organ development, genetic linkage map construction, and the application of marker-assisted selection in C. praecox. Full article
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15 pages, 8949 KiB  
Article
Protein Expression of TXNIP in the Dopaminergic Neurons of Subjects with Parkinson’s Disease: Evidence from a Pilot Study
by Francesca A. Schillaci, Giuseppe Lanza, Maria Grazia Salluzzo, Raffaele Ferri and Michele Salemi
Life 2025, 15(8), 1252; https://doi.org/10.3390/life15081252 - 7 Aug 2025
Abstract
Parkinson’s disease (PD) is a progressive, multisystemic α-synucleinopathy, recognized as the second most prevalent neurodegenerative disorder globally. Its neuropathology is characterized by the degeneration of dopaminergic neurons, particularly in the substantia nigra pars compacta (SNpc), and the intraneuronal accumulation of α-synuclein-forming Lewy bodies. [...] Read more.
Parkinson’s disease (PD) is a progressive, multisystemic α-synucleinopathy, recognized as the second most prevalent neurodegenerative disorder globally. Its neuropathology is characterized by the degeneration of dopaminergic neurons, particularly in the substantia nigra pars compacta (SNpc), and the intraneuronal accumulation of α-synuclein-forming Lewy bodies. Oxidative stress is a key contributor to PD pathogenesis. Thioredoxin-interacting protein (TXNIP) is a crucial regulator of cellular redox balance, inhibiting the antioxidant function of thioredoxin. This pilot study aimed to investigate the protein expression and localization of TXNIP in the SNpc of PD patients compared to healthy controls. We performed immunohistochemical analyses on 12 post-mortem human brain sections (formalin-fixed, paraffin-embedded) from six subjects with PD and six healthy controls. The study was performed on PD subjects with Braak stage 6. Our findings revealed that in control samples, TXNIP protein was distinctly and closely associated with neuromelanin (NM) pigment within the cytoplasm of SNpc dopaminergic neurons. Conversely, in PD samples, there was a markedly weak cytoplasmic expression of TXNIP, and critically, this association with NM pigment was absent. Furthermore, PD samples exhibited a significant reduction in both dopaminergic neurons and NM content, consistent with advanced disease. These findings, which mirror previous transcriptomic data showing TXNIP gene under-expression in the same subjects, suggest that altered TXNIP expression and localization in SNpc dopaminergic neurons are features of late-stage PD, potentially reflecting neuronal dysfunction and loss. Full article
(This article belongs to the Special Issue Regulation of Cellular Signaling Pathways in the Metabolic Syndrome)
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19 pages, 3275 KiB  
Article
Polysialylation of Glioblastoma Cells Is Regulated by Autophagy Under Nutrient Deprivation
by Sofia Scibetta, Giuseppe Pepe, Marco Iuliano, Alessia Iaiza, Elisabetta Palazzo, Marika Quadri, Thomas J. Boltje, Francesco Fazi, Vincenzo Petrozza, Sabrina Di Bartolomeo, Alba Di Pardo, Antonella Calogero, Giorgio Mangino, Vittorio Maglione and Paolo Rosa
Int. J. Mol. Sci. 2025, 26(15), 7625; https://doi.org/10.3390/ijms26157625 - 6 Aug 2025
Abstract
Glioblastoma (GBM) is a highly aggressive brain tumor marked by invasive growth and therapy resistance. Tumor cells adapt to hostile conditions, such as hypoxia and nutrient deprivation, by activating survival mechanisms including autophagy and metabolic reprogramming. Among GBM-associated changes, hypersialylation, particularly, the aberrant [...] Read more.
Glioblastoma (GBM) is a highly aggressive brain tumor marked by invasive growth and therapy resistance. Tumor cells adapt to hostile conditions, such as hypoxia and nutrient deprivation, by activating survival mechanisms including autophagy and metabolic reprogramming. Among GBM-associated changes, hypersialylation, particularly, the aberrant expression of polysialic acid (PSA), has been linked to increased plasticity, motility, and immune evasion. PSA, a long α2,8-linked sialic acid polymer typically attached to the NCAM, is abundant in the embryonic brain and re-expressed in cancers, correlating with poor prognosis. Here, we investigated how PSA expression was regulated in GBM cells under nutrient-limiting conditions. Serum starvation induced a marked increase in PSA-NCAM, driven by upregulation of the polysialyltransferase ST8SiaIV and an autophagy-dependent recycling of sialic acids from degraded glycoproteins. Inhibition of autophagy or sialidases impaired PSA induction, and PSA regulation appeared dependent on p53 function. Immunohistochemical analysis of GBM tissues revealed co-localization of PSA and LC3, particularly around necrotic regions. In conclusion, we identified a novel mechanism by which GBM cells sustain PSA-NCAM expression via autophagy-mediated sialic acid recycling under nutrient stress. This pathway may enhance cell migration, immune escape, and stem-like properties, offering a potential therapeutic target in GBM. Full article
(This article belongs to the Special Issue Targeting Glioblastoma Metabolism)
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22 pages, 9750 KiB  
Article
SIK2 Drives Pulmonary Fibrosis by Enhancing Fibroblast Glycolysis and Activation
by Jianhan He, Ruihan Dong, Huihui Yue, Fengqin Zhang, Xinran Dou, Xuan Li, Hui Li and Huilan Zhang
Biomedicines 2025, 13(8), 1919; https://doi.org/10.3390/biomedicines13081919 - 6 Aug 2025
Abstract
Background: Pulmonary fibrosis (PF), the end-stage manifestation of interstitial lung disease, is defined by excessive extracellular matrix deposition and alveolar destruction. Activated fibroblasts, the primary matrix producers, rely heavily on dysregulated glucose metabolism for their activation. While Salt Inducible Kinase 2 (SIK2) regulates [...] Read more.
Background: Pulmonary fibrosis (PF), the end-stage manifestation of interstitial lung disease, is defined by excessive extracellular matrix deposition and alveolar destruction. Activated fibroblasts, the primary matrix producers, rely heavily on dysregulated glucose metabolism for their activation. While Salt Inducible Kinase 2 (SIK2) regulates glycolytic pathways in oncogenesis, its specific contributions to fibroblast activation and therapeutic potential in PF pathogenesis remain undefined. This study elucidates the functional role of SIK2 in PF and assesses its viability as a therapeutic target. Methods: SIK2 expression/localization in fibrosis was assessed by Western blot and immunofluorescence. Fibroblast-specific Sik2 KO mice evaluated effects on bleomycin-induced fibrosis. SIK2’s role in fibroblast activation and glucose metabolism impact (enzyme expression, metabolism assays, metabolites) were tested. SIK2 inhibitors were screened and evaluated therapeutically in fibrosis models. Results: It demonstrated significant SIK2 upregulation, specifically within activated fibroblasts of fibrotic lungs from both PF patients and murine models. Functional assays demonstrated that SIK2 is crucial for fibroblast activation, proliferation, and migration. Mechanistically, SIK2 enhances fibroblast glucose metabolism by increasing the expression of glycolysis-related enzymes. Additionally, this study demonstrated that the SIK2 inhibitor YKL06-061 effectively inhibited PF in both bleomycin and FITC-induced PF mouse models with the preliminary safety profile. Furthermore, we identified a novel therapeutic application for the clinically approved drug fostamatinib, demonstrating it inhibits fibroblast activation via SIK2 targeting and alleviates PF in mice. Conclusions: Our findings highlight SIK2 as a promising therapeutic target and provide compelling preclinical evidence for two distinct anti-fibrotic strategies with significant potential for future PF treatment. Full article
(This article belongs to the Special Issue New Insights in Respiratory Diseases)
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21 pages, 3840 KiB  
Article
Identification of CaVβ1 Isoforms Required for Neuromuscular Junction Formation and Maintenance
by Amélie Vergnol, Aly Bourguiba, Stephanie Bauché, Massiré Traoré, Maxime Gelin, Christel Gentil, Sonia Pezet, Lucile Saillard, Pierre Meunier, Mégane Lemaitre, Julianne Perronnet, Frederic Tores, Candice Gautier, Zoheir Guesmia, Eric Allemand, Eric Batsché, France Pietri-Rouxel and Sestina Falcone
Cells 2025, 14(15), 1210; https://doi.org/10.3390/cells14151210 - 6 Aug 2025
Abstract
Voltage-gated Ca2+ channels (VGCCs) are regulated by four CaVβ subunits (CaVβ1–CaVβ4), each showing specific expression patterns in excitable cells. While primarily known for regulating VGCC function, CaVβ proteins also have channel-independent roles, including gene expression modulation. Among these, CaVβ1 is expressed in [...] Read more.
Voltage-gated Ca2+ channels (VGCCs) are regulated by four CaVβ subunits (CaVβ1–CaVβ4), each showing specific expression patterns in excitable cells. While primarily known for regulating VGCC function, CaVβ proteins also have channel-independent roles, including gene expression modulation. Among these, CaVβ1 is expressed in skeletal muscle as multiple isoforms. The adult isoform, CaVβ1D, localizes at the triad and modulates CaV1 activity during Excitation–Contraction Coupling (ECC). In this study, we investigated the lesser-known embryonic/perinatal CaVβ1 isoforms and their roles in neuromuscular junction (NMJ) formation, maturation, and maintenance. We found that CaVβ1 isoform expression is developmentally regulated through differential promoter activation. Specifically, CaVβ1A is expressed in embryonic muscle and reactivated in denervated adult muscle, alongside the known CaVβ1E isoform. Nerve injury in adult muscle triggers a shift in promoter usage, resulting in re-expression of embryonic/perinatal Cacnb1A and Cacnb1E transcripts. Functional analyses using aneural agrin-induced AChR clustering on primary myotubes demonstrated that these isoforms contribute to NMJ formation. Additionally, their expression during early post-natal development is essential for NMJ maturation and long-term maintenance. These findings reveal previously unrecognized roles of CaVβ1 isoforms beyond VGCC regulation, highlighting their significance in neuromuscular system development and homeostasis. Full article
(This article belongs to the Section Tissues and Organs)
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55 pages, 2103 KiB  
Review
Reactive Oxygen Species: A Double-Edged Sword in the Modulation of Cancer Signaling Pathway Dynamics
by Manisha Nigam, Bajrang Punia, Deen Bandhu Dimri, Abhay Prakash Mishra, Andrei-Flavius Radu and Gabriela Bungau
Cells 2025, 14(15), 1207; https://doi.org/10.3390/cells14151207 - 6 Aug 2025
Abstract
Reactive oxygen species (ROS) are often seen solely as harmful byproducts of oxidative metabolism, yet evidence reveals their paradoxical roles in both promoting and inhibiting cancer progression. Despite advances, precise context-dependent mechanisms by which ROS modulate oncogenic signaling, therapeutic response, and tumor microenvironment [...] Read more.
Reactive oxygen species (ROS) are often seen solely as harmful byproducts of oxidative metabolism, yet evidence reveals their paradoxical roles in both promoting and inhibiting cancer progression. Despite advances, precise context-dependent mechanisms by which ROS modulate oncogenic signaling, therapeutic response, and tumor microenvironment dynamics remain unclear. Specifically, the spatial and temporal aspects of ROS regulation (i.e., the distinct effects of mitochondrial versus cytosolic ROS on the PI3K/Akt and NF-κB pathways, and the differential cellular outcomes driven by acute versus chronic ROS exposure) have been underexplored. Additionally, the specific contributions of ROS-generating enzymes, like NOX isoforms and xanthine oxidase, to tumor microenvironment remodeling and immune modulation remain poorly understood. This review synthesizes current findings with a focus on these critical gaps, offering novel mechanistic insights into the dualistic nature of ROS in cancer biology. By systematically integrating data on ROS source-specific functions and redox-sensitive signaling pathways, the complex interplay between ROS concentration, localization, and persistence is elucidated, revealing how these factors dictate the paradoxical support of tumor progression or induction of cancer cell death. Particular attention is given to antioxidant mechanisms, including NRF2-mediated responses, that may undermine the efficacy of ROS-targeted therapies. Recent breakthroughs in redox biosensors (i.e., redox-sensitive fluorescent proteins, HyPer variants, and peroxiredoxin–FRET constructs) enable precise, real-time ROS imaging across subcellular compartments. Translational advances, including redox-modulating drugs and synthetic lethality strategies targeting glutathione or NADPH dependencies, further highlight actionable vulnerabilities. This refined understanding advances the field by highlighting context-specific vulnerabilities in tumor redox biology and guiding more precise therapeutic strategies. Continued research on redox-regulated signaling and its interplay with inflammation and therapy resistance is essential to unravel ROS dynamics in tumors and develop targeted, context-specific interventions harnessing their dual roles. Full article
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21 pages, 3744 KiB  
Article
Gestation-Stage Related Changes in the IGF System Components in the Equine Placenta
by Kirsten E. Scoggin, Fatma Adlan, Carleigh E. Fedorka, Shimaa I. Rakha, Tom A. E. Stout, Mats H. T. Troedsson and Hossam El-Sheikh Ali
Biomolecules 2025, 15(8), 1135; https://doi.org/10.3390/biom15081135 - 6 Aug 2025
Abstract
The insulin-like growth factor (IGF) system regulates implantation, placental development, and angiogenesis in eutherian mammals. However, little is known about the changes in this system in equine placenta (chorioallantois; CA) and the endometrium (EN) during pregnancy, or the relationship to vascular endothelial growth [...] Read more.
The insulin-like growth factor (IGF) system regulates implantation, placental development, and angiogenesis in eutherian mammals. However, little is known about the changes in this system in equine placenta (chorioallantois; CA) and the endometrium (EN) during pregnancy, or the relationship to vascular endothelial growth factor (VEGF) expression. The current study investigated the expression of the IGF system components, namely the ligands (IGF1 and IGF2), their receptors (IGF1R, IGF2R, and INSR), and their binding proteins (IGFBPs and IGF2BPs) in equine CA at 45 days, 4, 6, 10, and 11 months of gestational age (GA) and immediately postpartum (PP), and in equine EN at 4, 6, 10, and 11 months GA. IGF1 immunolocalization and serum concentrations were also evaluated across gestation. IGF1 mRNA expression in CA increased from day 45 to peak at 6 months and then gradually declined to reach a nadir in PP samples. This profile correlated positively with the VEGF expression profile (r = 0.62, p = 0.001). In contrast, IGF2 expression in CA was not correlated with VEGF (p = 0.14). Interestingly, IGF2 mRNA was more abundant in equine CA than IGF1 (p < 0.05) throughout gestation. Among the IGFBPs investigated in CA, the expression of IGFBP2 and IGF2BP2 was highly abundant (p < 0.05) at day 45 compared to other GAs. Conversely, mRNA expression for IGFBP3 and IGFBP5 was more abundant (p < 0.05) in PP than at all investigated GAs. Immunohistochemistry revealed that IGF1 is localized in the equine chorionic epithelium (cytoplasm and nucleus). IGF1 serum concentrations peaked at 9 months and declined to their lowest levels PP. In conclusion, this study demonstrates a positive correlation between IGF1 and VEGF expression in equine CA during gestation, suggesting that the IGF system plays a crucial role in placental angiogenesis by regulating VEGF. Full article
(This article belongs to the Section Molecular Biology)
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20 pages, 394 KiB  
Article
Feedback Linearization for a Generalized Multivariable T-S Model
by Basil Mohammed Al-Hadithi, Javier Blanco Rico and Agustín Jiménez
Electronics 2025, 14(15), 3129; https://doi.org/10.3390/electronics14153129 - 6 Aug 2025
Abstract
This study presents a novel optimal fuzzy logic control (FLC) strategy based on feedback linearization for the regulation of multivariable nonlinear systems. Building upon an enhanced Takagi–Sugeno (T-S) model previously developed by the authors, the proposed method incorporates a refined parameter-weighting scheme to [...] Read more.
This study presents a novel optimal fuzzy logic control (FLC) strategy based on feedback linearization for the regulation of multivariable nonlinear systems. Building upon an enhanced Takagi–Sugeno (T-S) model previously developed by the authors, the proposed method incorporates a refined parameter-weighting scheme to optimize both local and global approximations within the T-S framework. This approach enables improved selection and minimization of the performance index. The effectiveness of the control strategy is validated through its application to a two-link serial robotic manipulator. The results demonstrate that the proposed FLC achieves robust performance, maintaining system stability and high accuracy even under the influence of noise and load disturbances, with well-damped system behavior and negligible steady-state error. Full article
(This article belongs to the Section Systems & Control Engineering)
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15 pages, 17231 KiB  
Article
ArfGAP with Dual Pleckstrin Homology Domains 2 Promotes Hypertrophy of Cultured Neonatal Cardiomyocytes
by Jonathan Berthiaume, Audrey-Ann Dumont, Lauralyne Dumont, Marie-Frédérique Roy, Hugo Giguère and Mannix Auger-Messier
Int. J. Mol. Sci. 2025, 26(15), 7588; https://doi.org/10.3390/ijms26157588 - 6 Aug 2025
Abstract
Cardiomyocyte hypertrophy is regulated by several factors, including the ADP-ribosylation factor (Arf) family of small G proteins, among others. For instance, ArfGAP with dual pleckstrin homology domains 1 (Adap1) exerts an anti-hypertrophic effect in cultured cardiomyocytes. Its homologous protein, Adap2, is also expressed [...] Read more.
Cardiomyocyte hypertrophy is regulated by several factors, including the ADP-ribosylation factor (Arf) family of small G proteins, among others. For instance, ArfGAP with dual pleckstrin homology domains 1 (Adap1) exerts an anti-hypertrophic effect in cultured cardiomyocytes. Its homologous protein, Adap2, is also expressed in the heart but its role remains elusive. To elucidate its function, we investigated the effects of adenoviral-mediated overexpression of Adap2 in cultured neonatal rat ventricular myocytes under both basal and pro-hypertrophic conditions, employing a range of microscopy and biochemical techniques. Despite minimal detection in neonatal rat hearts, Adap2 was found to be well expressed in adult rat hearts, being predominantly localized at the membrane fraction. In contrast to Adap1, overexpression of Adap2 provokes the robust accumulation of β1-integrin at the cellular surface of cultured cardiomyocytes. Interestingly, overexpressed Adap2 relocalizes at the sarcolemma and increases the size of cardiomyocytes upon phenylephrine stimulation, despite attenuating Erk1/2 phosphorylation and Nppa gene expression. Under these same conditions, cardiomyocytes overexpressing Adap2 also express higher level of detyrosinated tubulin, a marker of hypertrophic response. These findings provide new insights into the pro-hypertrophic function of Adap2 in cardiomyocytes. Full article
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21 pages, 3733 KiB  
Article
DNO-RL: A Reinforcement-Learning-Based Approach to Dynamic Noise Optimization for Differential Privacy
by Guixin Wang, Xiangfei Liu, Yukun Zheng, Zeyu Zhang and Zhiming Cai
Electronics 2025, 14(15), 3122; https://doi.org/10.3390/electronics14153122 - 5 Aug 2025
Abstract
With the globalized deployment of cross-border vehicle location services and the trajectory data, which contain user identity information and geographically sensitive features, the variability in privacy regulations in different jurisdictions can further exacerbate the technical and compliance challenges of data privacy protection. Traditional [...] Read more.
With the globalized deployment of cross-border vehicle location services and the trajectory data, which contain user identity information and geographically sensitive features, the variability in privacy regulations in different jurisdictions can further exacerbate the technical and compliance challenges of data privacy protection. Traditional static differential privacy mechanisms struggle to accommodate spatiotemporal heterogeneity in dynamic scenarios because of the use of a fixed privacy budget parameter, leading to wasted privacy budgets or insufficient protection of sensitive regions. This study proposes a reinforcement-learning-based dynamic noise optimization method (DNO-RL) that dynamically adjusts the Laplacian noise scale by real-time sensing of vehicle density, region sensitivity, and the remaining privacy budget via a deep Q-network (DQN), with the aim of providing context-adaptive differential privacy protection for cross-border vehicle location services. Simulation experiments of cross-border scenarios based on the T-Drive dataset showed that DNO-RL reduced the average localization error by 28.3% and saved 17.9% of the privacy budget compared with the local differential privacy under the same privacy budget. This study provides a new paradigm for the dynamic privacy–utility balancing of cross-border vehicular networking services. Full article
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12 pages, 2363 KiB  
Article
MCC950 Alleviates Fat Embolism-Induced Acute Respiratory Distress Syndrome Through Dual Modulation of NLRP3 Inflammasome and ERK Pathways
by Chin-Kuo Lin, Zheng-Wei Chen, Yu-Hao Lin, Cheng-Ta Yang, Chung-Sheng Shi, Chieh-Mo Lin, Tzu Hsiung Huang, Justin Ching Hsien Lu, Kwok-Tung Lu and Yi-Ling Yang
Int. J. Mol. Sci. 2025, 26(15), 7571; https://doi.org/10.3390/ijms26157571 - 5 Aug 2025
Abstract
Fat embolism is a critical medical emergency often resulting from long bone fractures or amputations, leading to acute respiratory distress syndrome (ARDS). The NOD-like receptor pyrin domain-containing 3 (NLRP3) inflammasome, a key regulator of innate immunity, is activated by reactive oxygen species and [...] Read more.
Fat embolism is a critical medical emergency often resulting from long bone fractures or amputations, leading to acute respiratory distress syndrome (ARDS). The NOD-like receptor pyrin domain-containing 3 (NLRP3) inflammasome, a key regulator of innate immunity, is activated by reactive oxygen species and tissue damage, contributing to inflammatory responses. This study examines the role of NLRP3 in fat embolism-induced ARDS and evaluates the therapeutic potential of MCC950, a selective NLRP3 antagonist. Fat embolism was induced by fatty micelle injection into the tail vein of Sprague Dawley rats. Pulmonary injury was assessed through lung weight gain as an edema indicator, NLRP3 expression via Western blot, and IL-1β levels using ELISA. Histological damage and macrophage infiltration were evaluated with hematoxylin and eosin staining. Fat embolism significantly increased pulmonary NLRP3 expression, lipid peroxidation, IL-1β release, and macrophage infiltration within four hours, accompanied by severe pulmonary edema. NLRP3 was localized in type I alveolar cells, co-localizing with aquaporin 5. Administration of MCC950 significantly reduced inflammatory responses, lipid peroxidation, pulmonary edema, and histological damage, while attenuating MAPK cascade phosphorylation of ERK and Raf. These findings suggest that NLRP3 plays a critical role in fat embolism-induced acute respiratory distress syndrome, and its inhibition by MCC950 may offer a promising therapeutic approach. Full article
(This article belongs to the Section Molecular Biology)
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26 pages, 6084 KiB  
Article
Intelligent Route Planning for Transport Ship Formations: A Hierarchical Global–Local Optimization and Collaborative Control Framework
by Zilong Guo, Mei Hong, Yunying Li, Longxia Qian, Yongchui Zhang and Hanlin Li
J. Mar. Sci. Eng. 2025, 13(8), 1503; https://doi.org/10.3390/jmse13081503 - 5 Aug 2025
Abstract
Multi-vessel formation shipping demonstrates significant potential for enhancing maritime transportation efficiency and economy. However, existing route planning systems inadequately address the unique challenges of formations, where traditional methods fail to integrate global optimality, local dynamic obstacle avoidance, and formation coordination into a cohesive [...] Read more.
Multi-vessel formation shipping demonstrates significant potential for enhancing maritime transportation efficiency and economy. However, existing route planning systems inadequately address the unique challenges of formations, where traditional methods fail to integrate global optimality, local dynamic obstacle avoidance, and formation coordination into a cohesive system. Global planning often neglects multi-ship collaborative constraints, while local methods disregard vessel maneuvering characteristics and formation stability. This paper proposes GLFM, a three-layer hierarchical framework (global optimization–local adjustment-formation collaboration module) for intelligent route planning of transport ship formations. GLFM integrates an improved multi-objective A* algorithm for global path optimization under dynamic meteorological and oceanographic (METOC) conditions and International Maritime Organization (IMO) safety regulations, with an enhanced Artificial Potential Field (APF) method incorporating ship safety domains for dynamic local obstacle avoidance. Formation, structural stability, and coordination are achieved through an improved leader–follower approach. Simulation results demonstrate that GLFM-generated trajectories significantly outperform conventional routes, reducing average risk level by 38.46% and voyage duration by 12.15%, while maintaining zero speed and period violation rates. Effective obstacle avoidance is achieved, with the leader vessel navigating optimized global waypoints and followers maintaining formation structure. The GLFM framework successfully balances global optimality with local responsiveness, enhances formation transportation efficiency and safety, and provides a comprehensive solution for intelligent route optimization in multi-constrained marine convoy operations. Full article
(This article belongs to the Section Ocean Engineering)
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22 pages, 1000 KiB  
Review
Is the Activation of the Postsynaptic Ligand Gated Glycine- or GABAA Receptors Essential for the Receptor Clustering at Inhibitory Synapses?
by Eva Kiss, Joachim Kirsch, Jochen Kuhse and Stefan Kins
Biomedicines 2025, 13(8), 1905; https://doi.org/10.3390/biomedicines13081905 - 5 Aug 2025
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Abstract
One major challenge in cellular neuroscience is to elucidate how the accurate alignment of presynaptic release sites with postsynaptic densely clustered ligand-gated ion channels at chemical synapses is achieved upon synapse assembly. The clustering of neurotransmitter receptors at postsynaptic sites is a key [...] Read more.
One major challenge in cellular neuroscience is to elucidate how the accurate alignment of presynaptic release sites with postsynaptic densely clustered ligand-gated ion channels at chemical synapses is achieved upon synapse assembly. The clustering of neurotransmitter receptors at postsynaptic sites is a key moment of synaptogenesis and determinant for effective synaptic transmission. The number of the ionotropic neurotransmitter receptors at these postsynaptic sites of both excitatory and inhibitory synapses is variable and is regulated by different mechanisms, thus allowing the modulation of synaptic strength, which is essential to tune neuronal network activity. Several well-regulated processes seem to be involved, including lateral diffusion within the plasma membrane and local anchoring as well as receptor endocytosis and recycling. The molecular mechanisms implicated are numerous and were reviewed recently in great detail. The role of pre-synaptically released neurotransmitters within the complex regulatory apparatus organizing the postsynaptic site underneath presynaptic terminals is not completely understood, even less for inhibitory synapses. In this mini review article, we focus on this aspect of synapse formation, summarizing and contrasting findings on the functional role of the neurotransmitters glycine and γ-aminobutyric acid (GABA) for initiation of postsynaptic receptor clustering and regulation of Cl channel receptor numbers at inhibitory synapses gathered over the last two decades. Full article
(This article belongs to the Special Issue Synaptic Function and Modulation in Health and Disease)
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