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11 pages, 790 KB  
Article
Trends of Major Cerebrovascular Procedures After Mechanical Thrombectomy Implementation: A Nationwide Observational Study in Germany (2015–2023)
by Sara Hirsch, Karel Kostev, Ali Hammed, Bert Bosche, Marek Molcanyi and Christian Tanislav
Brain Sci. 2026, 16(5), 444; https://doi.org/10.3390/brainsci16050444 - 23 Apr 2026
Abstract
Background: New therapies like intravenous thrombolysis (IVT) and mechanical thrombectomy (MT) for acute ischemic stroke (AIS) can significantly impact outcomes and complication rates. This study examines the nationwide impact of MT implementation on decompressive hemicraniectomy (DH) in Germany, accounting for the effects [...] Read more.
Background: New therapies like intravenous thrombolysis (IVT) and mechanical thrombectomy (MT) for acute ischemic stroke (AIS) can significantly impact outcomes and complication rates. This study examines the nationwide impact of MT implementation on decompressive hemicraniectomy (DH) in Germany, accounting for the effects of the COVID-19 pandemic. Methods: Annual treatment numbers (2015 to 2023) for IVT, MT, DH, cranioplasty (CP), and Computer-Aided Design CP (CAD CP) were extracted using the Operation and Procedure Codes (OPS). Age and sex distributions were analysed in four age groups (0–39, 40–59, 60–79, ≥80 years). Hospitalizations for AIS, subarachnoid haemorrhage (SAH), and intracranial haemorrhage (ICH) were included. Annual treatment rates were calculated. Results: In 2015 250,802 patients with ACI, 11,082 patients with SAH and 47,336 patients with ICH were documented. Overall, AIS hospitalizations declined slightly by 1.1%, whereas SAH and ICH decreased more markedly by 15.6% and 14.3%, respectively, with the most pronounced reductions observed during the COVID-19 pandemic. Among AIS patients, intravenous thrombolysis increased from 16% to 20%, while mechanical thrombectomy rates increased from 3% to 9%. Both reperfusion therapies showed increasing use particularly among patients aged ≥80 years (IVT: +35%; MT: +42%). DH remained overall stable (+2.82%), with a predominance in men (60%). In contrast, CP procedures declined by 25.3%, whereas CAD CP increased by 35% during the observation period. Conclusions: Long-term increasing trends in reperfusion therapies, especially mechanical thrombectomy, were largely unaffected by the COVID-19 pandemic and—contrary to expectation—obviously had no influence on the emergence of decompressive hemicraniectomy in our descriptive analysis. Full article
(This article belongs to the Section Neurosurgery and Neuroanatomy)
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13 pages, 492 KB  
Communication
A Twin Study on the Relation Between Positive Mental Health and Biological Aging
by Corrado Fagnani, Angelo Picardi, Emanuela Medda, Miriam Salemi, Cristina D’Ippolito, Ester Siniscalchi, Francesca Salani, Giorgia M. Varalda and Francesca Marcon
Int. J. Mol. Sci. 2026, 27(9), 3729; https://doi.org/10.3390/ijms27093729 - 22 Apr 2026
Abstract
Positive mental health (PMH) has recently become a key topic in biomedical research. Previous studies have explored the correlation between biological and psychological measures, but only a few have focused on the relationship between PMH and aging. This study aimed: (i) to explore [...] Read more.
Positive mental health (PMH) has recently become a key topic in biomedical research. Previous studies have explored the correlation between biological and psychological measures, but only a few have focused on the relationship between PMH and aging. This study aimed: (i) to explore the association between PMH and biological aging; (ii) to determine if and to what extent the observed association could be explained by shared genetic and environmental effects. A total of 401 twins (age 19–81 years, 32% male) from the Italian Twin Registry were recruited, and the twin study design was applied. A self-report psychological test battery was used to evaluate several PMH components. Blood samples were collected from participants to determine telomere length (TL) and mitochondrial DNA copy number (mtDNAcn). TL was negatively associated with attachment anxiety (r = −0.11, p = 0.037). A bivariate twin model provided heritability estimates of 0.14 (95% CI 0.001–0.43) for TL and 0.32 (0.16–0.45) for attachment anxiety, and a substantial negative genetic correlation [rg = −0.55 (−1.00–0.00)] between them. Under the limitations of a cross-sectional study with a self-report wellbeing assessment, these results suggest that anxiety in a relationship with a partner may contribute to accelerated TL shortening, and shared genetic factors may underlie this link. Full article
(This article belongs to the Special Issue Understanding Aging in Health and Disease)
14 pages, 419 KB  
Review
Revisiting Antiplatelet Therapy in Acute Carotid Tandem Lesions
by Matija Zupan, Lara Straus, Pawel Kermer, Panagiotis Papanagiotou and Senta Frol
J. Clin. Med. 2026, 15(9), 3195; https://doi.org/10.3390/jcm15093195 - 22 Apr 2026
Abstract
Background/Objectives: Acute carotid tandem lesions (TLs), defined by concurrent cervical internal carotid artery (ICA) stenosis or occlusion and intracranial large vessel occlusion, occur in 10–20% of patients undergoing mechanical thrombectomy (MT) for acute ischemic stroke (AIS). Optimal periprocedural antiplatelet management during emergent [...] Read more.
Background/Objectives: Acute carotid tandem lesions (TLs), defined by concurrent cervical internal carotid artery (ICA) stenosis or occlusion and intracranial large vessel occlusion, occur in 10–20% of patients undergoing mechanical thrombectomy (MT) for acute ischemic stroke (AIS). Optimal periprocedural antiplatelet management during emergent carotid artery stenting (eCAS) remains uncertain, particularly regarding the balance between preventing stent thrombosis and avoiding hemorrhagic complications. Methods: A narrative review was conducted using PubMed and Scopus (until 6 March 2026) to identify English-language studies evaluating antiplatelet therapies during eCAS for TLs. We included seven real-world studies and registry analyses. Data on study design, patient characteristics, procedural strategies, angiographic results, functional outcomes, and safety metrics were extracted. Results: No randomized controlled trials (RCTs) were identified. The available evidence is derived exclusively from observational studies. Across these cohorts, glycoprotein IIb/IIIa inhibitors (GPIs), particularly tirofiban, were generally associated with lower rates of in-stent thrombosis and higher reperfusion success, with symptomatic intracranial hemorrhage (sICH) rates that appeared comparable to or lower than those reported with acetylsalicylic acid (ASA). Cangrelor, an intravenous (IV) P2Y12 inhibitor, was associated with improved stent patency and increased likelihood of complete reperfusion, although reported effects on clinical outcomes were inconsistent when compared with GPIs or ASA. Aside from abciximab, potent IV antiplatelet agents did not consistently show an increased sICH signal. Oral dual antiplatelet therapy was also associated with improved technical outcomes without a clear excess in bleeding complications. Conclusions: Current real-world observational data suggest that rapid-acting IV antiplatelet agents—particularly GPIs and, increasingly, cangrelor—may represent feasible periprocedural options during eCAS for TLs, with potential benefits for technical success and no consistent evidence of increased hemorrhagic risk. However, interpretation is limited by study heterogeneity and non-randomized designs. The absence of RCTs highlights the need for prospective comparative studies and standardized periprocedural antiplatelet protocols. Full article
(This article belongs to the Section Clinical Neurology)
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19 pages, 8952 KB  
Article
AGeomechanical Approach to Pressure Front Delineation for Class VI Carbon Storage Projects in the Absence of an Overlying Underground Source of Drinking Water
by Seyed Kourosh Mahjour
Processes 2026, 14(9), 1328; https://doi.org/10.3390/pr14091328 - 22 Apr 2026
Abstract
The delineation of the Area of Review (AoR) is a fundamental requirement for Class VI carbon storage permits in the United States. The regulatory definition of the pressure front relies on the potential for injected fluids or formation brine to migrate into an [...] Read more.
The delineation of the Area of Review (AoR) is a fundamental requirement for Class VI carbon storage permits in the United States. The regulatory definition of the pressure front relies on the potential for injected fluids or formation brine to migrate into an Underground Source of Drinking Water (USDW). However, in deep sedimentary basins such as the Texas Gulf Coast and offshore regions, targeted saline formations often lack overlying USDWs. In these scenarios, traditional methods for calculating the critical pressure threshold become mathematically undefined or yield infinite AoR boundaries. This paper proposes a practical, geomechanics-based methodology for defining the pressure front in the absence of a USDW, framed as an alternative site-specific approach under the authority of the UIC Program Director (40 CFR 146.84). By leveraging existing regulatory limits on injection pressure, the proposed framework establishes a threshold based on the minimum horizontal stress, caprock fracture pressure, and fault reactivation limits via Mohr–Coulomb failure analysis. The framework further incorporates capillary breakthrough pressure as a third containment threshold, ensuring that the most restrictive condition governs the AoR boundary. A synthetic case study of a deep Gulf Coast saline formation demonstrates that this approach produces a finite, physically meaningful AoR that scales appropriately with injection operations (evaluated at 1.0 and 2.0 Mt/yr) and captures post-injection pressure evolution during the Post-Injection Site Care (PISC) period. Sensitivity analyses on permeability and fracture gradients confirm the robustness of the method. The study also examines model limitations, injection feasibility boundaries, and extensions toward a probabilistic framework. This framework provides operators and regulators with a defensible, regulatory-consistent pathway for advancing carbon storage projects in deep sedimentary basins, complete with a standardized reviewer checklist and an example AoR delineation report template. Full article
(This article belongs to the Section Petroleum and Low-Carbon Energy Process Engineering)
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20 pages, 3607 KB  
Article
Thioamide Compound H0802 Enhances Hypoxia Tolerance by Mimicking Hypoxia-Adaptive Reprogramming of Glucose and Oxygen Metabolism
by Lehua Yin, Zhehan Liu, Yiran Li, Lei Li, Xiheng Li, Xingxing Yang, Jinyan Zhang, Shaoyi Huang, Hao Sun, Xu Yan, Weihui He, Shaoyu Zhang, Jianqin Gao, Jia Chen, Yaohui Liu, Qiuying Han, Tao Zhou, Xinhua He and Yuan Chen
Antioxidants 2026, 15(5), 525; https://doi.org/10.3390/antiox15050525 - 22 Apr 2026
Abstract
Acute mountain sickness (AMS) arises from hypobaric hypoxia at high altitude and still lacks effective pharmacological treatments. Although hypoxic preconditioning via gradual ascent prevents AMS, the underlying molecular adaptations have not yielded therapeutics. Here, inspired by metabolic reprogramming during stepwise altitude adaptation, we [...] Read more.
Acute mountain sickness (AMS) arises from hypobaric hypoxia at high altitude and still lacks effective pharmacological treatments. Although hypoxic preconditioning via gradual ascent prevents AMS, the underlying molecular adaptations have not yielded therapeutics. Here, inspired by metabolic reprogramming during stepwise altitude adaptation, we screened for anti-hypoxia compounds and identified H0802 (N-(pyridin-2-yl) pyridine-2-carbothioamide) as the most promising candidate. H0802 markedly enhances hypoxic tolerance in mice, prolongs survival under acute hypoxia, improves survival during simulated high-altitude exposure, and attenuates hypoxia-induced lung injury, accompanied by combined anti-inflammatory and antioxidant effects. Transcriptomic profiling shows that H0802 elicits a gene expression signature resembling hypoxia, including key hypoxia-related genes (Edn1, Angptl4, Mt1, Gdf15, Slc7a5, and Hif-3α) involved in glucose and oxygen metabolism. Mechanistically, H0802 stabilizes endogenous hypoxia-inducible factor (HIF) proteins under normoxia by preventing ubiquitin-dependent degradation, thereby activating hypoxia-responsive genes. In vivo, H0802 pretreatment lowers circulating glucose and hepatic glycogen while increasing brain glucose uptake, suggesting a metabolic shift that preserves cerebral energy during acute hypoxic stress; it also modulates whole-body oxygen consumption. H0802 represents a candidate for anti-AMS therapy, and phenotypic optimization of H0802 provides a potential route for drug discovery. Full article
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14 pages, 520 KB  
Article
Early Postoperative Outcomes with the Toumai® Surgical System for Robot-Assisted Radical Prostatectomy: A Prospective Comparative Study with da Vinci®
by Bernardo Rocco, Simona Presutti, Antonio Silvestri, Giuseppe Pallotta, Pierluigi Russo, Sara Mastrovito, Simone Assumma, Filippo Maria Turri, Enrico Panio, Francesco Rossi, Giovanni Battista Filomena, Filippo Gavi, Vincenzo Cavarra, Or Schubert, Giovanni Balocchi, Carlo Gandi, Francesco Pinto, Nazario Foschi, Angelo Totaro and Maria Chiara Sighinolfi
Cancers 2026, 18(9), 1321; https://doi.org/10.3390/cancers18091321 - 22 Apr 2026
Abstract
Background: Prostate cancer (PCa) imposes a substantial global health burden, with robot-assisted radical prostatectomy (RARP) established as the gold standard for localized disease. While da Vinci® Xi maintains market dominance, Toumai® MT-1000 offers a potentially cost-competitive alternative lacking prospective validation. [...] Read more.
Background: Prostate cancer (PCa) imposes a substantial global health burden, with robot-assisted radical prostatectomy (RARP) established as the gold standard for localized disease. While da Vinci® Xi maintains market dominance, Toumai® MT-1000 offers a potentially cost-competitive alternative lacking prospective validation. Objective: To evaluate perioperative safety, oncologic quality (primary endpoint: positive surgical margins), early functional recovery (continence), and surgeon learning curve between Toumai® MT-1000 (T-RARP) and da Vinci® Xi RARP (DV-RARP) performed in high-volume European practice. Materials and Methods: This is a prospective single-center comparative study carried out at Policlinico Gemelli, Rome (May–November 2025), enrolling 80 patients with localized or locally advanced PCa, elected for radical prostatectomy and casually allocated to receive surgery with Toumai or the da Vinci robotic platform. The primary endpoint was the comparison of positive surgical margin (PSM) rates. Secondary endpoints included the comparison of operative time (skin-to-skin), estimated blood loss, length of hospital stay, 45-day postop outcomes, specifically Clavien–Dindo complications, urinary continence recovery (0–1 pad/day), and IIEF-5 scores. Learning curve was evaluated through the cumulative summation (CUSUM) analysis of operative times and linear regression of operative times (n = 80 cases). The analyses used STATA 19 with two-sided tests at p < 0.05 significance. Results: Baseline characteristics showed balance between cohorts (p > 0.05 for most covariates). Perioperative outcomes proved equivalent: median operative time (OT) was 192.5 min (IQR 165–230) for Toumai® versus 183.5 min (IQR 147–225) for da Vinci® Xi (p = 0.38); estimated blood loss (EBL) was 150 mL in both groups (p = 0.87); length of hospital stay (LOS) was 2 days in both groups (p = 0.92). PSM rates were identical at 17.5% (p = 0.79). Continence recovery reached 72.5% versus 80% (p = 0.43). Complications (Clavien–Dindo ≥ II) occurred in 7.5% versus 12.5% of cases (p = 0.45). The CUSUM analysis demonstrated operative time proficiency after only four procedures; operative time regression showed no significant trend (p = 0.38). Conclusions: Toumai® MT-1000 demonstrates similar performance to da Vinci® Xi across different RARP quality metrics, with no detectable learning curve for surgeons previously experienced with da Vinci. These findings support a safe integration of cost-effective platforms into clinical practice, pending multicenter randomized confirmation. Full article
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21 pages, 2346 KB  
Article
Genetic Analysis of Mixed Individuals Reveals Different Spawning Populations of the Tetrapturus pfluegeri (Longbill Spearfish) in the Western Atlantic Ocean
by Suhaila Karim Khalil Jaser, Caio Augusto Perazza, Rodrigo Rodrigues Domingues, Freddy Arocha, Eric Hallerman and Alexandre Wagner Silva Hilsdorf
Fishes 2026, 11(4), 253; https://doi.org/10.3390/fishes11040253 - 21 Apr 2026
Abstract
Populations of several billfish species are declining due to overfishing and bycatch, and fundamental aspects of their biology and population dynamics remain poorly understood. We provide the first assessment of the population genetic structure of longbill spearfish (Tetrapturus pfluegeri) in the [...] Read more.
Populations of several billfish species are declining due to overfishing and bycatch, and fundamental aspects of their biology and population dynamics remain poorly understood. We provide the first assessment of the population genetic structure of longbill spearfish (Tetrapturus pfluegeri) in the western Atlantic Ocean. We screened variation at 12 nuclear microsatellite loci (n = 144) and mitochondrial DNA control region sequences (mtCR, n = 177). Both marker types revealed three genetically differentiated clusters, with mean values for microsatellites showing differentiation of FST = 0.136 and DEST = 0.201, and for mtCR FST = 0.645. Microsatellite markers demonstrated moderate-to-high genetic diversity, with a mean allelic richness of 6.73 alleles per locus, moderate heterozygosities (Ho = 0.446, He = 0.604), and a positive inbreeding coefficient (FIS = 0.22) across the three sample collection sites. The overall estimated effective population size was 789.2 (95% CI: 246.7–∞). The mtCR exhibited 96 haplotypes, with high haplotype (0.989 ± 0.003) and nucleotide (0.025 ± 1.3%) diversities. We found higher mean relatedness within clusters than among them, supporting the interpretation of population subdivision and the Wahlund effect. Tajima’s D and Fu’s Fs were negative across all localities, with significant values observed along the Brazilian coast but not in the Caribbean Sea. These neutrality test results, together with low Harpending’s raggedness indices from DNA sequence mismatch distributions, are consistent with historical demographic expansion. Our findings establish a genetic baseline for fishery monitoring and management, contributing to the conservation of T. pfluegeri populations in the western Atlantic Ocean. Full article
(This article belongs to the Special Issue Conservation and Population Genetics of Fishes)
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31 pages, 741 KB  
Review
Genetic Identification of Human Skeletal Remains in Forensic Context: A Review
by Laura Cainé, Madalena Henriques, Adelina Rohovska, Bárbara Sousa, Heloísa Afonso Costa, Helena Correia Dias, Joana Rodrigues, Magda Franco, Olena Mukan, Rui Nascimento, Vânia Mofreita and António Amorim
Genes 2026, 17(4), 492; https://doi.org/10.3390/genes17040492 - 21 Apr 2026
Abstract
Background/Objectives: Genetic identification of human skeletal remains plays a pivotal role in forensic investigations when other traditional or primary methods are not appropriate. Decomposition, storage and environmental conditions often leave the skeletal structure as the only basis for identification. This review synthesizes current [...] Read more.
Background/Objectives: Genetic identification of human skeletal remains plays a pivotal role in forensic investigations when other traditional or primary methods are not appropriate. Decomposition, storage and environmental conditions often leave the skeletal structure as the only basis for identification. This review synthesizes current methodologies and technological advances in damaged DNA extraction and analysis, emphasizing the forensic relevance of skeletal remains for genetic identification. Methods: A comprehensive literature analysis highlights the basis of genetic identification; sampling that considers intrinsic and extrinsic factors influencing the DNA yield and its quality; pre-treatment methods; extraction protocols that are suitable for its sensitivity; genetic marker panels that allow for human identification; and statistical evaluation and analysis of the results. The last chapter demonstrates the real-world impact of genetic identification on historical cases, underscoring its broader significance in legal, humanitarian, and socio-historical contexts, supporting a critical evaluation of best practices, methodological robustness, and ethical considerations within the field. Results: Teeth, femur and the petrous portion of temporal bone are the main samples used for genetic analysis. STR profiling and mitochondrial DNA are the gold standard markers for skeletal human identification. Minimally destructive protocols that enhance a high DNA yield are chosen, with silica-based methods being highlighted in the extraction protocols. Next-Generation Sequencing techniques have also improved analytical outcomes, by enabling high-throughput data generation, increased coverage depth, nucleotide-level sequence data, and high-level multiplexing of genetic targets. Conclusions: This review provides a comprehensive framework for researchers and practitioners seeking to optimize genetic identification workflows in forensic sciences and bioarcheology. These methodological advances have significantly increased identification success rates, especially in cases involving degraded or limited skeletal remains. Reviews such as this one help us to identify methodological gaps, ethical concerns, and future research directions, thereby establishing best practices when working with highly degraded skeletal material, supporting more reliable, standardized, and legally defensible applications of genetic identification in forensic, archeological, and humanitarian contexts. Full article
(This article belongs to the Special Issue Forensic DNA Profiling: PCR Techniques and Innovations)
12 pages, 1937 KB  
Article
Origins of Atlantic Salmon (Salmo salar) Determined Using a Hybridization Assay of Mitochondrial DNA on a Microfluidic Biochip
by Lin Wang, Christopher Oberc, Krzysztof P. Lubieniecki, William S. Davidson and Paul C. H. Li
Biosensors 2026, 16(4), 231; https://doi.org/10.3390/bios16040231 - 21 Apr 2026
Abstract
A hybridization assay based on the microfluidic biochip was developed to identify the origin of the Atlantic salmon species. Among the 215 single nucleotide polymorphic (SNP) sites found in the mtDNA of Salmo salar, we located five sites in devising our assay [...] Read more.
A hybridization assay based on the microfluidic biochip was developed to identify the origin of the Atlantic salmon species. Among the 215 single nucleotide polymorphic (SNP) sites found in the mtDNA of Salmo salar, we located five sites in devising our assay method. We found two sites that worked, while the others generated either insufficient signals or specificity. We have successfully identified the North American origin of the three samples, as confirmed by Sanger sequencing. Full article
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23 pages, 1627 KB  
Article
Spatiotemporal Analysis of Methane Emissions and Mitigation Potential in China: A Scenario-Based Study Using the Greenhouse Gas—Air Pollution Interactions and Synergies—Methane Framework
by Yinhe Deng, Yun Shu, Hong Sun, Shule Liu, Zhanyun Ma, Lena Höglund-Isaksson and Qingxian Gao
Atmosphere 2026, 17(4), 419; https://doi.org/10.3390/atmos17040419 - 21 Apr 2026
Abstract
This study estimates China’s methane (CH4) emissions from 43 specific emission sources in 2020 and projects future trends through 2050 under two scenarios: Current Legislation (CLE) and Maximum Technically Feasible Reduction (MFR). The analysis utilises the Greenhouse gas and Air pollution [...] Read more.
This study estimates China’s methane (CH4) emissions from 43 specific emission sources in 2020 and projects future trends through 2050 under two scenarios: Current Legislation (CLE) and Maximum Technically Feasible Reduction (MFR). The analysis utilises the Greenhouse gas and Air pollution Interactions and Synergies (GAINS) model methane framework, incorporating updated province-level activity data to capture the pronounced regional heterogeneity inherent in emission profiles and mitigation capacities. The results reveal a national CH4 budget of 1114 MtCO2e in 2020, with the energy sector (59%) and agriculture (28%) emerging as the primary contributors. A substantial technical mitigation potential is identified; by 2050, emissions could be curtailed by up to 48% relative to the CLE scenario, representing a 46% reduction from 2020 levels. The energy and waste sectors emerge as the primary contributors to this potential. Specifically, coal mining CH4 abatement constitutes 58% of the energy sector’s total reduction potential, while enhanced solid waste management accounts for 97% of the mitigation within the waste sector. Key measures include ventilation air methane (VAM) oxidation and pre-mining degasification, as well as anaerobic digestion and recovery and utilization for energy use. Owing to regional disparities in hydrothermal conditions (representing the combined influence of temperature and moisture), demographic status, economic development, the most effective mitigation strategies vary across provinces. For example, pre-mining degasification and VAM oxidation are most impactful in major coal-producing regions such as Shanxi, Inner Mongolia, and Shaanxi. In contrast, anaerobic digestion, recovery and utilization, and waste incineration play a dominant role in more economically developed and densely populated provinces such as Jiangsu, Shandong and Zhejiang. By delineating region-specific technological priorities, this study quantifies the maximum technical mitigation potential for China and offers guidance for other nations facing similar mitigation challenges. Full article
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26 pages, 31446 KB  
Article
A Training-Free Paradigm for Data-Scarce Maritime Scene Classification Using Vision-Language Models
by Jiabao Wu, Yujie Chen, Wentao Chen, Yicheng Lai, Junjun Li, Xuhang Chen and Wangyu Wu
Sensors 2026, 26(8), 2549; https://doi.org/10.3390/s26082549 - 21 Apr 2026
Abstract
Maritime Domain Awareness (MDA) relies heavily on data acquired from high-resolution optical spaceborne sensors; however, processing this massive quantity of sensor data via traditional supervised deep learning is severely bottlenecked by its dependency on exhaustively annotated datasets. Under extreme data scarcity, conventional architectures [...] Read more.
Maritime Domain Awareness (MDA) relies heavily on data acquired from high-resolution optical spaceborne sensors; however, processing this massive quantity of sensor data via traditional supervised deep learning is severely bottlenecked by its dependency on exhaustively annotated datasets. Under extreme data scarcity, conventional architectures suffer severe performance degradation, rendering them impractical for time-critical, zero-day deployments. To overcome this barrier, we propose a training-free inference paradigm that leverages the extensive pre-trained knowledge of Large Vision-Language Models (VLMs). Specifically, we introduce a Domain Knowledge-Enhanced In-Context Learning (DK-ICL) framework coupled with a Macro-Topological Chain-of-Thought (MT-CoT) strategy. This approach bridges the perspective gap between natural images and top–down optical sensor imagery by translating expert remote sensing heuristics into a strict, step-by-step reasoning pipeline. Extensive evaluations demonstrate the substantial efficacy of this framework. Armed with merely 4 visual exemplars per category as in-context triggers, our MT-CoT augmented VLMs outperform traditional models trained under identical scarcity by over 38% in F1-score. Crucially, real-world case studies confirm that this zero-gradient approach maintains robust generalization on unannotated, out-of-distribution coastal clutters, achieving performance parity with data-heavy networks trained on 50 times the data volume. By substituting massive human annotation and GPU optimization with scalable logical deduction, this paradigm establishes a resource-efficient foundation for next-generation intelligent maritime sensing networks. Full article
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19 pages, 6948 KB  
Article
ScFv T1 Protects Against Mitochondrial Damage of SH-SY5Y Cells Caused by Extracellular Tau Aggregates
by Zongbao Wang, Xinyi Jiang, Jingye Lin, Ruiheng An, Yulian He and Sen Li
Antioxidants 2026, 15(4), 515; https://doi.org/10.3390/antiox15040515 - 21 Apr 2026
Abstract
Mitochondria are essential organelles that perform irreplaceable functions in neurons. The degeneration of neurons in Alzheimer’s disease (AD) is associated with mitochondrial damage, and Tau pathology represents a significant pathogenic factor in AD. However, the relationship between Tau and mitochondrial dysfunction during neuronal [...] Read more.
Mitochondria are essential organelles that perform irreplaceable functions in neurons. The degeneration of neurons in Alzheimer’s disease (AD) is associated with mitochondrial damage, and Tau pathology represents a significant pathogenic factor in AD. However, the relationship between Tau and mitochondrial dysfunction during neuronal degeneration remains unclear. In this study, we investigated the effects and mechanisms by which extracellular Tau aggregates induce neuronal mitochondrial damage and dysfunction. The results showed that extracellular Tau aggregates lead to structural damage of mitochondria in SH-SY5Y cells and disrupt mitochondrial homeostasis. Extracellular Tau aggregates can also cause mitochondrial oxidative stress and inhibit oxidative phosphorylation in SH-SY5Y cells. Concurrently, extracellular Tau aggregates promote neuronal death through an increase in cytochrome C, mtDNA leakage and activation of the cGAS/STING pathway. We also explored the effects of a single-chain variable fragment antibody (scFv T1) and found that scFv T1 alleviated mitochondrial damage and dysfunction by inhibiting the formation of Tau aggregates. These findings suggest that targeting Tau pathology may be crucial to address neuronal mitochondrial impairment and that reduction of the toxicity associated with extracellular Tau aggregates could help slow Tau pathology progression. Full article
(This article belongs to the Section Health Outcomes of Antioxidants and Oxidative Stress)
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23 pages, 11726 KB  
Article
Effects of Continuous Electric/Magnetic Field Treatment on Nutrient, Enzyme Activity, and Bacterial Community Structure in Rocky Desertification Soils
by Jun Hu, Yungen Liu, Yan Wang, Wenjiao Gao, Jiaxu Zhang, Silin Yang, Feifeng Deng, Bo Yang and Caishuang Huang
Microorganisms 2026, 14(4), 934; https://doi.org/10.3390/microorganisms14040934 - 21 Apr 2026
Abstract
Soil nutrient loss and infertility in rocky desertification areas severely constrain ecological restoration. Exploring the impacts of external field remediation technologies on soil quality in these regions may offer novel strategies for soil enhancement and ecosystem recovery. This study conducted a three-month experiment [...] Read more.
Soil nutrient loss and infertility in rocky desertification areas severely constrain ecological restoration. Exploring the impacts of external field remediation technologies on soil quality in these regions may offer novel strategies for soil enhancement and ecosystem recovery. This study conducted a three-month experiment to investigate the impact of continuous electric (ET, 20 V) and magnetic (MT, 200 mT) field treatments on soil nutrients, enzyme activities, and bacterial communities in simulated moderate and severe rocky desertification soils. Results showed that although an overall declining trends in total contents of key soil nutrients (Total nitrogen, total phosphorus, and total potassium), both electric and magnetic field treatments effectively mitigated the decreases of total nitrogen and potassium content (with the exception of total phosphorus) in rocky desertification soils, while improving their available contents compared to the control (CK). Electric field application significantly reduced the pH of moderate and severe rocky desertification soils through electrolysis, shifting the soil from alkaline (pH 7.69 and 7.73, respectively) to slightly acidic (pH 6.71 and 6.37, respectively); Both electric and magnetic field treatments enhanced urease and sucrase activities in moderately and severely rocky desertified soils. Compared to the CK, the increases were 21.92%, 4.46%, 5.70%, and 66.43% in moderately rocky desertified soil, and 10.06%, 42.15%, 20.66%, and 0.93% in severely rocky desertified soil, respectively. Their effects on phosphatase and catalase activities varied with the degree of rocky desertification. However, in severely rocky desertified soil, both treatments significantly increased phosphatase and catalase activities by 19.55%, 24.63%, 61.07%, and 38.05% compared to the CK, respectively. Furthermore, both electric and magnetic treatments significantly reduced bacterial α-diversity (chao1, ACE, Shannon, Simpson, and Pielou J indices) but optimized community structure by enriching dominant phyla with specific ecological functions, such as Pseudomonadota (7.63–41.10%), Bacteroidota (13.52–69.29%), and Verrucomicrobiota (38.26–104.81%). Functional prediction revealed that the abundances of dominant pathways (such as chemoheterotrophy, aerobic chemoheterotrophy, and nitrogen fixation) was enhanced following both treatments. Mantel analysis further indicated strengthened correlations among soil nutrients, enzyme activities, and bacterial communities, particularly under magnetic field treatment. These findings demonstrate that electric and magnetic field applications effectively facilitate nutrient cycling, stimulate enzyme activities, and optimize microbial community structure, thereby improving soil ecological functions and overall quality in rocky desertification regions, highlighting their potential for ecological restoration in karst areas. Full article
(This article belongs to the Section Environmental Microbiology)
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11 pages, 1273 KB  
Article
Reliability of Radiologic Measurements in Children with Flexible Flat Feet
by Mert Gündoğdu, Ziya Shammadli, Özgür Baysal, Emrecan Akgün, Hayati Kart and Hasan Hilmi Muratlı
J. Am. Podiatr. Med. Assoc. 2026, 116(2), 25014; https://doi.org/10.7547/25-014 - 21 Apr 2026
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Abstract
Objectives: Flat feet is a very common deformity in children. Often, radiologic evaluation for children with flat feet is made. Although the measurement reliability of some angles in flat feet has been evaluated in the literature, none of them have been performed [...] Read more.
Objectives: Flat feet is a very common deformity in children. Often, radiologic evaluation for children with flat feet is made. Although the measurement reliability of some angles in flat feet has been evaluated in the literature, none of them have been performed in the age range of 3-7 years, when the deformity is most common. Our aim is to evaluate the interobserver and intraobserver reliability of the 7 angles that are used for assessing flat feet. Methods: Radiologic angles were measured by four independent observers (two specialists and two residents) in two separate sessions on the foot radiographs of 50 children aged 3-7 years with clinically diagnosed flat feet in the appropriate position and intra-class correlation coefficient was evaluated. Thus, interobserver and intraobserver reliability was measured. Results: High reliability values were found in the AP talus - 1st metatarsal (APT1MT) angle and calcaneus inclination (Cl) angle, while the reliability was moderate in the other angles. Intraobserver reliability values tended to be higher than interobserver values, which is consistent with other studies. Conclusions: It is useful to keep in mind that the measurement reliability is moderate except for APT1MT and CI when angles are measured in this specific age group. No positive effect of experience on measurement reliability was found in our study.
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25 pages, 4753 KB  
Article
Agent-Based Modeling of Green Hydrogen Industry Scale-Up in Russia: Critical Thresholds, Phase Dynamics, and Investment Requirements
by Konstantin Gomonov, Svetlana Ratner, Arsen A. Petrosyan and Svetlana Revinova
Hydrogen 2026, 7(2), 53; https://doi.org/10.3390/hydrogen7020053 - 20 Apr 2026
Abstract
The development of a green hydrogen industry is a strategic priority for Russia’s energy transition, yet the dynamics of scaling up this nascent sector remain poorly understood. This study uses agent-based modeling (ABM) to simulate the co-evolution of Russia’s electricity, hydrogen, and electrolyzer [...] Read more.
The development of a green hydrogen industry is a strategic priority for Russia’s energy transition, yet the dynamics of scaling up this nascent sector remain poorly understood. This study uses agent-based modeling (ABM) to simulate the co-evolution of Russia’s electricity, hydrogen, and electrolyzer sectors over 2024–2050. The model incorporates three types of heterogeneous agents (power producers, hydrogen producers, and electrolyzer manufacturers) operating under bounded rationality. Four scenarios are examined across 50 Monte Carlo runs each, varying the electrolyzer learning rate (10–25%), willingness to pay for green hydrogen (2–6 $/kg), and government support intensity. The results reveal an endogenous three-phase development pattern: Phase I (2024–2028) dominated by renewable capacity build-up reaching ~30 GW; Phase II (2029–2040) characterized by rapid electrolyzer deployment scaling to 14.5 GW; and Phase III (2041–2050) marked by stabilization at approximately 30 GW producing 1.12 Mt/year at 3.1 $/kg. Two critical thresholds are identified: renewable capacity exceeding 30–38 GW and low-cost electricity above 4–7 TWh/year. The electrolyzer learning rate emerges as the most influential parameter, while the pessimistic scenario confirms market failure without a green premium (WTP < 2 $/kg). Strategic investment losses of 2–6 billion USD are necessary catalysts for industry emergence. Russia’s 2030 production target (0.55 Mt) is found structurally infeasible under all scenarios. Full article
(This article belongs to the Special Issue Green Hydrogen Production)
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