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    • Open Access

    Shear-capacity predictions for beams with fiber-reinforced polymer (FRP) longitudinal bars and stirrups can be biased, while data-driven corrections can introduce inconsistent parameter responses. Using 106 published tests, six design methods were evaluated and CNR-DT 203/2006 was selected as the baseline for a physics-informed Kolmogorov–Arnold network (PI-KAN). The network learns a multiplicative correction, with finite-difference monotonic constraints imposed on the corrected capacity at FRP-type-specific Sobol points. Model selection used five-fold cross-validation on 84 development samples; 22 samples were reserved for testing. Monotonic constraints reduced the mean validation root-mean-square error (RMSE) from 42.60 to 39.28 kN and mean violation rate from 10.19% to 4.87%. The full model achieved a test RMSE of 27.84 kN and R2 of 0.929, reducing RMSE by 62.4% relative to CNR. Loss ablation supported retaining only the monotonicity penalty. Independent auditing gave 96.85% overall satisfaction of the prescribed monotonic directions. Validation error was also lower than for multilayer perceptrons (MLPs) under matched layer widths and training settings. Structured pruning reduced the parameter count by 58.4%; the pruned model achieved a test RMSE of 24.53 kN, R2 of 0.945, and 90.9% of predictions within ±20% of measurements. Cross-fitted errors and bootstrap analysis yielded an adopted model partial factor of 2.25. The pruned model was implemented in a web calculator for individual and batch assessments. The findings support residual correction with directional constraints within the studied beam configurations and parameter ranges.

    Buildings

    5 November 2026

    • Article
    • Open Access

    To investigate fire-induced smoke transport in continuous inclined evacuation passages of deep-buried metro stations, a 1:15 reduced-scale model was constructed according to the Froude similarity criterion. Experiments were conducted using nominal fire source powers of 3, 8, and 13 kW under different ventilation conditions and passage configurations. Without ventilation, the smoke-front arrival time at the outlet of the fourth inclined section decreased from 385 s at 3 kW to 35 s at 13 kW. Increasing fire source power also increased the temperature difference between the ceiling and the representative occupant height. Natural ventilation reduced temperatures near the fire source but caused smoke to reach downstream sections earlier. Under the 13 kW condition, temperatures at the remote measurement point increased under natural ventilation. Increasing the number of passage sections delayed smoke arrival at the passage end under the 3 kW condition, whereas the effect was limited at 13 kW. These findings provide experimental data for smoke-control design and evacuation safety assessment in deep-buried metro stations.

    Fire

    5 November 2026

    • Article
    • Open Access

    The xyloglucan endotransglucosylase/hydrolase (XTH) gene family plays key roles in plant cell wall remodeling and aluminum (Al) stress responses. However, a systematic genome-wide identification and functional characterization of the XTH gene family in Hydrangea macrophylla has not yet been reported. In this study, a total of 29 HmXTH genes were identified from the H. macrophylla genome. Phylogenetic analysis classified these genes into three distinct subgroups all of which contained the conserved catalytic motif DEIDFEFLG. Gene structure analysis revealed that most HmXTH genes possessed two conserved domains Glyco_hydro_16 and XET_C. Promoter analysis identified an enrichment of cis-acting elements associated with stress responses, hormone signaling, growth and development binding sites, while expression profiling demonstrated tissue-enriched patterns. Under Al stress, HmXTH6 was the only gene significantly upregulated across all three tissues (roots, stems, and leaves), suggesting its potential involvement in Al accumulation. Virus-induced gene silencing revealed that silencing HmXTH6 significantly decreased Al content by 86.8% and weakened Al signals in cell wall of leaves compared to controls, confirming its pivotal role in Al sequestration. These findings lay a theoretical foundation for elucidating the molecular mechanisms underlying Al hyperaccumulation.

    Agronomy

    5 November 2026

    • Article
    • Open Access

    Performance above aspirations can support favorable stakeholder evaluations, but it may also create pressure to sustain them. Drawing on temporal comparison theory and social comparison theory, this study examines how performance above historical and social aspirations relates to the likelihood of ESG greenwashing. We propose that performance above historical aspirations can raise subsequent historical aspirations, creating pressure to sustain favorable stakeholder evaluations through ESG greenwashing. Performance above social aspirations, by contrast, can reassure managers about the firm’s competitive position and reduce their perceived need for ESG greenwashing. Based on panel data on Chinese A-share listed firms from 2009 to 2023, we find that performance above historical aspirations is positively associated with the likelihood of ESG greenwashing, whereas performance above social aspirations is negatively associated with it. Institutional ownership strengthens the negative association between performance above social aspirations and ESG greenwashing. Evidence that listing age strengthens the positive association with performance above historical aspirations is limited and sensitive to measurement choices. This study connects performance comparisons with ESG greenwashing by explaining how historical and social aspirations have different implications for managers’ efforts to sustain favorable stakeholder evaluations.

    Sustainability

    5 November 2026

    • Review
    • Open Access

    Coagulation factor VIII (FVIII) is a key therapeutic protein for hemophilia A, an inherited bleeding disorder caused by FVIII deficiency or dysfunction. The development and production of FVIII-based therapeutics remains challenging due to the intrinsic complexity of FVIII biosynthesis, folding, secretion, and functional stability. Advances in the understanding of the FVIII life cycle, as well as studies of its natural homologs, have created opportunities to develop improved FVIII variants. In parallel, therapeutic strategies to restore FVIII activity have evolved from replacement therapy with exogenous FVIII to gene-based delivery of a functional F8 copy. Among these approaches, AAV-mediated gene therapy has emerged as a clinically viable platform with a generally favorable safety profile, prompting the development of multiple therapeutic candidates for hemophilia A. This review summarizes established and current knowledge of FVIII structure, biosynthesis, and immunology in the context of developing effective and clinically applicable AAV-mediated therapies for hemophilia A. Particular attention is given to engineered FVIII variants and the latest clinical findings in AAV gene therapy, as well as to long-term efficacy and safety.

    Int. J. Mol. Sci.

    5 November 2026

    • Article
    • Open Access

    Drought affects meteorological forcing, root-zone water availability and land-surface functioning at different spatial and temporal supports. We evaluated Uruguay’s 2020–2023 drought using an observational 2016–2024 panel of 1423 SMAP parent cells. Monthly SPEI-3, SPEI-6 and SPEI-12 represented short, intermediate and persistent climatic water-balance deficits. SMAP root-zone soil moisture (RZSM) was retained at 9 km support, whereas actual evapotranspiration (ETa) and the moisture stress index (MSI) were summarized from approximately 500 m pixels using annual MapBiomas fractions for grassland, cropland and silviculture within each parent cell. For each cell and 8-day composite position, responses were expressed relative to the corresponding 2016–2019 mean. An interval was classified as locally dry when its overlap-day-weighted SPEI-12 was below −1. During 2020–2023, RZSM responses ranged from −13.09% to −16.63% among dominant landscape domains. Fraction-weighted ETa responses were −8.69% for grassland, −6.75% for cropland and −7.39% for silviculture, while oriented MSI responses were −6.62%, −3.32% and −11.20%, respectively. At lag zero, monthly RZSM correlated the most strongly with SPEI-3 (r = 0.81), followed by SPEI-6 (r = 0.64) and SPEI-12 (r = 0.51). At native 8-day support, RZSM was positively aligned with ETa (r = 0.42–0.57) and the oriented MSI (r = 0.31–0.59), although prewhitening weakened some associations. Overall, the 2020–2023 drought was consistently expressed across meteorological, root-zone and land-surface indicators. The strong association between SPEI-3 and RZSM, together with consistent land-surface departures and product-dependent ETa variation among components, highlights the value of multiscale monitoring for characterizing drought intensity and ecosystem responses across Uruguay.

    Remote Sens.

    5 November 2026

    • Article
    • Open Access

    Finite-resolution phase-only antenna synthesis is a constrained, multimodal combinatorial search problem in which small changes in digital phase codes can substantially alter interference suppression. This study applies the Enhanced Rüppell’s Fox Optimizer (eRFO) to null steering in a 20-element linear array of half-wave dipoles with fixed half-wavelength spacing and unity excitation amplitudes. The bioinspired search framework combines exploration and exploitation with adaptive control, chaotic diversity, opposition-based learning, and local refinement; candidate evaluation is restricted to feasible digital phase states. Conjugate-symmetric excitation reduces the number of independent optimization variables from 20 to 10. The radiation model combines the array factor with the isolated half-wave dipole element factor. Numerical examples examine sidelobe control, single and multiple point nulls, 4-bit and 8-bit phase resolution, and angular sector-null suppression. The reported 8-bit single-null case reaches −93.48 dB, while the dual- and triple-null cases place all prescribed nulls below −91 dB and −92 dB, respectively. The 4-bit single-null example reaches −73.64 dB. For the angular sector-null case from 11.75° to 16.75°, eRFO attains a maximum sampled level of −70.41 dB and is compared with genetic algorithm (GA), differential evolution (DE), and particle swarm optimization (PSO) solutions. Statistics over 50 independent runs, a mechanism ablation, a deterministic benchmark with a posteriori quantization, and sensitivity analyses under random excitation errors and mutual coupling complement these idealized single-frequency results. The contribution is the adaptation of bioinspired search to a discrete electromagnetic design problem, with explicit trade-offs among null suppression, sidelobe control, and phase resolution.

    Biomimetics

    5 November 2026

    • Article
    • Open Access

    Background: An increasing number of patients and consumers using health-related products are affected by lactose intolerance or follow vegan diets. These individuals seek pharmaceutical products, nutraceuticals, and dietary supplements that are free from animal-derived ingredients. Lactose is one of the most widely used pharmaceutical excipients, particularly in direct compression technology. Therefore, the use of alternative brittle fillers/diluents is justified from both technological and market perspectives. Methods: Formulations comprising 94.0–98.0% w/w of the selected brittle fillers/diluents, 1.0–5.0% w/w lubricant, and 1.0% w/w disintegrant were prepared. The tablet blends were characterized in terms of their physical properties and subsequently compressed into tablets at compression forces ranging from 10 to 25 kN, while ejection forces were simultaneously measured and recorded. The resulting tablets were evaluated with respect to selected physical properties. Results/Conclusions: This study demonstrated that the tested lactose grades could be replaced by alternative brittle fillers/diluents in direct compression formulations. Under the investigated conditions, dibasic calcium phosphates exhibited a distinctive combination of technological properties, with the anhydrous form showing good tabletability and the dihydrate form demonstrating relatively high process robustness. Spray-dried mannitol also exhibited favorable tableting performance.

    Pharmaceutics

    5 November 2026

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  • Article
  • Open Access

I argue that the emerging sciences of synthetic morphology and diverse intelligence suggest non-physicalist models of mind and show how they can be empirically investigated. Whence the anatomical, physiological, molecular-biological, and behavioral properties of engineered new beings that have never before existed, and do not have a history of selection? Understanding, predicting, and guiding new forms of life and mind requires characterizing a structured latent space of patterns. Developmental, synthetic, and behavioral biology should take seriously, and exploit, the kinds of non-physicalist ideas that are already a staple of Platonist mathematics. I propose the following hypotheses. (1) Patterns in this space span a highly variable degree of agency, comprising a spectrum ranging from static truths studied by mathematicians to active ones studied by behavioral scientists (i.e., some patterns on the same spectrum as mathematical truths are kinds of minds). (2) The relationship between mind and body is the same as the relationship between causally instructive mathematical facts and physics. (3) Living beings have no monopoly on the “free lunches” provided by the ingression of these patterns into the physical world. While traditional computationalist views of living and cognitive systems are insufficient, my framework erases artificial distinctions between organisms and machines, framing all physical constructs (natural or engineered) as being, to various degrees, in-formed by patterns from the latent space. I sketch a research program, already begun, inspired by these ideas. Such frameworks, while contradicting long-held assumptions of both mechanists and organicists, could have many implications for evolutionary biology, regenerative medicine, AI, and the ethics of synthbiosis with the forthcoming immense diversity of morally important beings.

Philosophies

9 September 2026

79,984 Views
Bodies and minds self-assemble from single cells as a process of alignment and autopoiesis. (A) Most complex biological forms begin as one cell—a fertilized oocyte, commonly thought to be well-described by the laws of physics and chemistry. (B) A gradual, slow process of developmental morphogenesis results in the final form of the organism, which may have complex structure and a mind which may not believe it is a “machine”. Our transformation from a chemical soup into an active embodied mind is continuous but heterogeneous: (C) while we commonly think of ourselves as a unified intelligence with a “centralized” brain, the fact is that even the pineal gland, of which there is only one in the brain, is made of cells (C′) and those cells in turn are made of myriad other active components (C″)—we are a collective intelligence at all scales. (D) The creation of an “individual” out of an excitable medium such as an embryonic blastoderm with hundreds of thousands of cells is a dynamic process that is not hardwired: scratches made in that blastoderm would result in independent self-organization in each island, resulting in multiple embryos forming. This reveals the potentiality for some non-pre-determined number of minds to arise out of the same substrate. Images in (A,B,D) courtesy of Jeremy Guay of Peregrine Creative, used previously in [29]. Image (B) used with permission from [30]. Image in (C′) courtesy of Jose Calvo, Science Photo Library. Image in (C″) courtesy of Evan Ingersoll and Gaël McGill. Image (D) used with permission from [31].
  • Review
  • Open Access

Background: Chlorine dioxide (ClO2), formulated as an aqueous solution (CDS), has been proposed as a therapeutic agent, yet its classification among oxidizing compounds is frequently confounded with chemically distinct species—sodium chlorite (NaClO2) and sodium hypochlorite (NaOCl). Objective: This study aimed to synthesize the physicochemical, mechanistic and cellular basis of ClO2 action and to delineate the distinctions between ClO2 and related oxidants, with explicit separation of established data from hypothesized data. Methods: The methodology includes a narrative synthesis of electrochemical data, primary toxicological and clinical literature (PubMed) and the redox-biology literature on low-dose oxidant signaling. Results: ClO2 is a neutral free radical that acts via one-electron transfer (E°′ = +0.95 V vs. SHE for the half-reaction ClO2 + e− → ClO2−, essentially pH-independent over pH 4–8, pH-independent) without chlorination. Its antimicrobial action is attributable to oxidation of thiol-dependent enzymes and membrane constituents and to the inhibition of bacterial respiratory metabolism; host-cell sparing is consistent with differential glutathione-dependent buffering. Controlled human ingestion studies at low concentrations report a favorable short-term safety profile; conversely, the principal metabolite (chlorite) is associated with documented developmental toxicity in animals and regulatory caution by EPA/WHO. Low-dose ClO2 exposure is hypothesized—but not yet directly demonstrated—to elicit dose-dependent adaptive redox responses and redox-regulatory modulation. Conclusions: The one-electron, non-chlorinating chemistry of ClO2 provides a coherent mechanistic framework. The translation of this framework into clinical application requires prospective trials and direct mechanistic measurement, ideally conducted by independent investigators. The following mechanisms are hypothesized and have not yet been directly demonstrated in vivo: modulation of oxidative phosphorylation, mitochondrial oxygenation, and associated redox-regulatory signaling. Reported antimicrobial efficacy typically occurs in the low-ppm range (0.1–5 ppm), whereas adverse effects on mammalian cells in the reviewed literature are reported at concentrations at least one order of magnitude higher; direct head-to-head cytotoxicity comparisons remain scarce and are identified as a priority for future work. This differential thiol buffering—in particular, the higher glutathione content of many mammalian cells relative to many pathogens—has been proposed as a contributing basis for host-cell sparing; direct quantitative confirmation in vivo is not yet available. Bacterial species possess their own thiol-based defense systems (e.g., mycothiol in actinomycetes, bacillithiol in Firmicutes), and the interplay between ClO2 and these systems requires further investigation.

Biophysica

21 September 2026

15,445 Views
Mechanistic overview. ClO2 acts via one-electron oxidation of microbial targets (thiol oxidation, envelope and nucleic acid damage, respiratory inhibition); host cells are spared through glutathione-dependent redox buffering. The proposed low-dose hormetic response is a hypothesis requiring direct experimental confirmation, as discussed in Section 4.2.
  • Review
  • Open Access

Neglected tropical diseases (NTDs) caused by Leishmania and Schistosoma species continue to impose a significant health burden in endemic regions, largely due to limited therapeutic options, drug resistance, and incomplete understanding of parasite biology at the molecular level. A major restriction in the development of targeted interventions is the structural inaccessibility of parasite membrane-associated proteins, which are central to host invasion, nutrient transport, immune evasion, and survival. Recent advances in cryogenic electron microscopy (cryo-EM) have expanded the structural biology toolkit available for studying difficult parasite proteins, particularly large and membrane-associated macromolecular assemblies. However, experimentally resolved cryo-EM structures remain limited for many of the Leishmania and Schistosoma targets relevant to therapeutic and vaccine development. This review therefore distinguishes experimentally determined structures from partial structural information and computational models and examines how potential cryo-EM approaches may address unresolved structural questions. We discuss current structural knowledge of selected parasite targets, approaches for recombinant expression and membrane-protein stabilization, membrane-mimetic systems for structural characterization, and computational methods that complement experimental structural biology. We further examine how experimentally supported structural information, complemented by computational predictions where appropriate, could contribute to structure-guided drug discovery, vaccine design, and targeted nanomedicine. At present, however, the direct translation of parasite structural information into rational nanotherapeutic design remains limited. Key gaps include the scarcity of experimentally resolved parasite membrane protein structures, challenges in their expression and structural characterization, and limited integration of structural biology with nanoparticle engineering. Resolving these gaps may improve the prospects for structure-informed therapeutic and nanomedicine applications against leishmaniasis, schistosomiasis, and other NTDs.

Curr. Issues Mol. Biol.

30 September 2026

8,152 Views
Molecular representation of experimentally characterized structural regions of selected Leishmania and Schistosoma targets (extracted from the PDB database and visualized with ChimeraX software). (A) X-ray crystal structure of Leishmania major leishmanolysin (GP63; PDB 1LML), showing the experimentally determined protein architecture and catalytic zinc-containing region. (B) Solution NMR structure of the extracellular EC2 domain of Schistosoma mansoni Sm-TSP-2 (PDB 2M7Z). The Sm-TSP-2 structure represents an 81-residue extracellular domain and does not resolve the complete four-pass membrane protein or its organization within the native tegument. The structures illustrate the different levels and experimental methods of structural evidence available for these parasite targets.
  • Article
  • Open Access

Evidence of Selective Response in the Free-Breeding Dog Population in Chornobyl

  • Megan N. Dillon,
  • Reade B. Roberts and
  • Matthew Breen
  • + 3 authors

Background/Objectives: Understanding genomic responses to environmental contamination is essential for assessing long-term ecological and genetic risk. The free-breeding dogs inhabiting the Chornobyl Exclusion Zone (CEZ) offer a unique, multigenerational model for investigating these responses within a chronically contaminated landscape. Following the 1986 radioecological disaster at the Chornobyl Nuclear Power Plant, and subsequent remediation activities, the surrounding environment was contaminated by ionizing radiation, heavy metals, organic compounds, and other environmental toxicants. Our previous work identified significant genetic differentiation between two distinct but geographically proximate dog populations within the CEZ, a pattern not explained by breed composition, spatial isolation, or increased mutation rates. Methods: In this study, we tested the hypothesis that the dogs residing at the nuclear power plant show genomic signatures consistent with adaptive evolution in response to chronic environmental stressors. This work extends prior population-genetic analyses by integrating whole-genome selection scans with estimates of effective population size and comparative measures of population divergence, providing a framework to evaluate whether the observed genomic differentiation is more consistent with selection than demography. Using these whole genomic data, we evaluated chromosome-level FST metrics, estimated effective population size (Ne), and analyzed a geographically isolated island dog population as a comparative reference for genetic divergence. Results: We continued to find that the levels of genetic differentiation are not comparable to other free-breeding dog populations. Genome-wide outlier analyses identified candidate loci showing evidence of positive selection across multiple metrics. Conclusions: Genes associated with these loci were enriched for biological functions related to DNA replication and repair, cell death and survival, cellular compromise, immune response, and cancer-associated pathways, suggesting biologically plausible mechanisms through which chronic environmental stress could influence fitness. These findings are consistent with directional selection in the nuclear power plant population, which could potentially be associated with the environmental variables present, and advance our understanding of local adaptation and genomic resilience under chronic environmental contamination.

Genes

27 September 2026

7,229 Views
Historical effective population size (Ne) estimations generated through GONE analysis. The plot visualizes the Ne as estimated for the past 100 generations for each population, with points for the population size estimates and a loess smoother for these data points with default confidence band in gray. CC indicates Chornobyl City (in gold) and NPP indicates the Nuclear Power Plant population (in blue).

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Editor's Choice Articles

  • Review
  • Open Access

Somatic hematopoietic mutations, particularly clonal hematopoiesis of indeterminate potential (CHIP), represent an emerging link between aging, inflammation and cardiovascular disease beyond their established relevance in hematology. This narrative review examines how acquired mutations in hematopoietic stem and progenitor cells contribute to cardiovascular pathogenesis and how this knowledge may inform precision prevention and therapy. Evidence from experimental, clinical and population studies was synthesized with emphasis on clonal expansion, variant allele fraction, gene-specific mechanisms and cardiovascular phenotypes. The reviewed data indicate that driver mutations in DNMT3A, TET2, ASXL1, JAK2, TP53 and PPM1D can promote chronic myeloid inflammation, NLRP3/IL-1β and IL-6 signaling, endothelial dysfunction, atherosclerotic plaque instability, myocardial fibrosis, adverse remodeling, thrombosis, arrhythmias and cardio-oncology complications. The cardiovascular impact of CHIP appears heterogeneous and depends on the mutated gene, clone size, inflammatory phenotype, age, sex, treatment exposures and traditional risk factors. Anti-inflammatory, antithrombotic and mutation-oriented strategies, including IL-1β/NLRP3 blockade and pathway-specific approaches, are promising but remain incompletely validated. Somatic hematopoietic mutations should be considered cardiovascular risk modifiers rather than uniform disease entities. Future studies are needed to define screening thresholds, clinical utility and safety of CHIP-guided risk stratification and targeted therapy.

Cardiogenetics

3 November 2026

Clonal Expansion and Stepwise Mutation Accumulation in Hematopoietic Stem and Progenitor Cells. This figure illustrates the biological basis of clonal hematopoiesis, showing how acquired somatic mutations in hematopoietic stem and progenitor cells (HSPCs) can confer a selective advantage, leading to clonal expansion and altered myeloid cell function and inflammatory signaling. Clonal hematopoiesis of indeterminate potential (CHIP), particularly involving mutations in TET2 and ASXL1, has been associated with an increased risk of cardiovascular disease, including atherosclerosis, heart failure, arrhythmias, thrombosis, aortic stenosis, and myocardial remodeling. Experimental studies support potential mechanistic links between specific mutations, inflammation, endothelial dysfunction, and cardiovascular pathology. However, epidemiological associations do not establish causality, and causal relationships remain incompletely demonstrated in humans. Further accumulation of somatic mutations may also contribute to progression toward hematologic malignancy, although this process is not depicted explicitly in the figure. Abbreviations: HSPCs, hematopoietic stem and progenitor cells; CHIP, clonal hematopoiesis of indeterminate potential; IL, interleukin; TNF-α, tumor necrosis factor alpha; NLRP3, NLR family pyrin domain containing 3.
  • Review
  • Open Access

Non-dilated left ventricular cardiomyopathy (NDLVC) presents a unique clinical paradox: patients with nearly identical phenotypes can face radically different clinical outcomes. NDLVC has been recently recognized as a distinct dynamic phenotype within the spectrum of non-ischemic cardiomyopathies, linked by a high risk of life-threatening arrhythmias. Recent advances in genetics have overcome clinical phenotyping in prognostic accuracy. Specifically, gene-specific scores have been introduced to guide primary prevention ICD in high-risk gene carriers. On the other hand, while gene-elusive cases present a more favourable arrhythmic profile, their long-term clinical outcome is more challenging to predict. Despite advancements in therapeutic strategies, the heterogeneity of the disease represents an ongoing dilemma for risk stratification and long-term surveillance. This review offers a comprehensive analysis of NDLVC management in clinical practice, highlighting the profound prognostic divergence between genetic (both in actionable and VUS carriers) and gene-elusive cohorts. By synthesizing current evidence, we aim to clarify how genotype–phenotype correlations influence clinical outcomes and to provide a framework for more personalized approaches in the follow-up and treatment of these distinct patient populations. Furthermore, we address the current lack of standardized guidelines specifically tailored to gene-elusive phenotypes. In conclusion, NDLVC management requires a paradigm shift towards a multi-parametric, genotype-directed framework, where cardiac magnetic resonance tissue characterisation and personalized risk scores are essential to optimize sudden cardiac death prevention. Future research must leverage artificial intelligence and polygenic risk scores (PRSs) to integrate multi-parametric clinical-imaging data and refine risk stratification beyond traditional binary models. Concurrently, human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) will be pivotal as a translational platform to clarify VUS pathogenicity, unravel gene-specific arrhythmic mechanisms, and accelerate targeted therapeutic interventions.

Cardiogenetics

30 October 2026

Methodological Workflow for VUS Management: From Multi-Parametric Evidence Streams to Clinical Decision-Making.
  • Article
  • Open Access

Extreme precipitation and hail events over complex terrain are strongly dependent on the multiscale evolution of convective systems, yet their development remains challenging to observe and model. In this study, we apply a self-supervised learning (SSL) framework to Meteosat infrared 10.8 μm imagery over the Alpine region to derive physically meaningful representations of convective cloud organization across the full daily cycle. The learned representation organizes convective cloud scenes into three primary regimes: early convection (EC), deep convection (DC), and overcast anvil systems (OA), each exhibiting distinct cloud-top properties, spatial structures, and day–night distributions consistent with established convective development stages. Within the developed SSL framework, reported extreme precipitation and hail events are preferentially associated with these regimes, occupying the upper tail of cloud-top height, optical thickness, and cloud coverage distributions within the latent space. This indicates that extremes correspond to rare, intense realizations of continuous convective variability. Two dominant pathways of cloud structure evolution are identified: a rapid EC→DC transition and a persistent DC mode. The former is characterized by fast cloud growth and intensification, while the latter corresponds to mature convective systems with sustained cloud properties. Overall, the results demonstrate that infrared-based SSL representations capture physically consistent convective stages and their transitions, providing a novel observational framework for characterizing extreme convective events and supporting the evaluation of convection-resolving numerical weather prediction models.

Remote Sens.

23 October 2026

(a) Elevation map of the Alpine study domain. Training dataset: (b) Example of the random cropping procedure over the Alpine domain. Two randomly positioned 100 × 100 pixel crops (orange frame) are extracted at each timestep from the IR 10.8 μm channel. Black pixels correspond to a BT of 320 K (see colorbar in panel f) and represent clear-sky pixels masked using the cloud mask. In each crop, we extract a random pair of image views (pink and light-blue frames). (c) DeepCluster-v2 architecture used for the SSL model trained using the two views. Test dataset: (d) Collection of extreme precipitation and hail reports from the ESWD. (e) Aggregation of reports into 15-min intervals and spatial clustering (stars denote cluster centers). (f) Reconstruction of ESWD-based trajectories by linking cluster centers across consecutive timestamps, interpolating missing timestamps within 1 h, and extending trajectories by ±2 h beyond the observation period. Satellite crops (100 × 100 pixels) are then extracted at each cluster center.
  • Review
  • Open Access

Background: Environmental surface contamination in early childhood education settings has been recognized as a potential source of exposure to microorganisms. However, the available evidence on bacterial contamination in these environments remains limited, methodologically heterogeneous, and difficult to interpret from an epidemiological perspective. Methods: A scoping review was conducted following Joanna Briggs Institute methodology and reported according to the PRISMA-ScR guidelines. Searches were performed in PubMed/MEDLINE, Embase, Scopus, Web of Science, CINAHL, LILACS, and gray literature sources. Studies reporting bacterial contamination of environmental surfaces and fomites in early childhood education settings were included. Data were extracted and synthesized using descriptive and thematic approaches. Results: Nine studies met the inclusion criteria. Most employed cross-sectional designs and showed substantial variability in sampling strategies, microbiological methods, and outcome definitions. Frequently identified microorganisms included Staphylococcus aureus (including methicillin-resistant strains [MRSA]), Bacillus spp., Pseudomonas spp., Klebsiella spp., Enterococcus spp., and Escherichia coli. Bacterial contamination was consistently reported on high-touch surfaces such as toys, tables, doorknobs, and shared objects. However, most studies did not distinguish between microbial detection, viability, and transmission potential, limiting epidemiological interpretation. Evidence regarding antimicrobial resistance was restricted to a small number of studies and remained fragmented. Conclusions: Evidence on the bacterial contamination of surfaces and fomites in early childhood education settings is scarce, heterogeneous, and predominantly descriptive. Current knowledge is largely limited to documenting the presence of microorganisms, with insufficient evidence to determine their viability or role in transmission processes. Future studies should adopt standardized methodologies and integrate environmental, microbiological, and epidemiological measures to strengthen the understanding of contamination patterns and their public health relevance.

Infect. Dis. Rep.

23 October 2026

PRISMA flow diagram of the study selection process.