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    • Article
    • Open Access

    Background/Objectives: “Low-fat” claims are defined by a fat threshold, with no requirements regarding the nutrients replacing fat. Reformulation often relies on refined starches and free sugars at the expense of dietary fiber. Thus, a low-fat (LF) product is not necessarily of good carbohydrate quality, a dimension that macronutrient-based classification fails to capture. Whether LF-derived poor carbohydrate quality is associated with organ-specific alterations across the gut–liver–kidney axis remains unknown. Methods: Male Wistar rats were fed for 24 weeks a purified LF diet, its ingredient-matched purified high-fat, high-sucrose counterpart (HF), or a whole-grain Chow reference of similar energy density. Carbohydrate quality was assessed using the carbohydrate-to-dietary fiber-to-free sugars ratio. Body weight and adiposity, glucose homeostasis, gut fermentation, and hepatic and renal functional and structural parameters were evaluated. Results: Only Chow met the 10:1:1 carbohydrate quality criterion. At a caloric intake that did not exceed that of Chow, LF feeding was associated with increased body weight, adipocyte hypertrophy, impaired glucose tolerance and postprandial hyperinsulinemia. Fecal short-chain fatty acids (SCFAs) and branched SCFAs declined, consistent with a reduction in colonic fermentative output. Chronic LF exposure was additionally associated with hepatic and renal lipid accumulation, normoglycemic glycosuria, and podocyte structural alterations. Conclusions: A purified low-fat diet was associated with the same spectrum of gut, liver and kidney alterations as its high-fat counterpart, without excess caloric intake. These findings support an important role for nutrient sources and carbohydrate quality in shaping metabolic health beyond dietary fat content or caloric load alone.

    Nutrients

    9 November 2026

    • Article
    • Open Access

    This paper examines how architecture students identify, spatially interpret, and prioritise the Sustainable Development Goals (SDGs) within a course on urban waterfronts. Its pedagogical design was informed conceptually by UNESCO’s cognitive, socio-emotional, and action-oriented dimensions of ESD and its recommendation to use mapping-based activities. The study involved third-year architecture students and drew on student-produced analyses of SDG-based spatial mapping of selected international waterfront projects. The mixed-method research design combined: (i) systematic coding and descriptive frequency and intensity analysis of student products addressing all 17 SDGs; (ii) exploratory multimodal network mapping of project-mediated associations among SDGs, urban problems, and spatial strategies; and (iii) an Analytic Hierarchy Process (AHP) survey completed by students to compare SDGs in relation to a prospective intervention in Istanbul waterfront. The findings show that the student products frequently combined multiple SDGs with spatial problems and strategies rather than presenting them solely as isolated categories. SDG 11 was the most consistently represented goal across the international cases. SDGs 2 and 5 emerged as the clearest potential blind spots, while SDGs 1, 7, and 16 also showed comparatively limited engagement. By contrast, the AHP results ranked SDG 13 first, followed by SDGs 11 and 3. This difference reflects the distinct contexts and analytical purposes of the two components: the product analysis examined SDG representation in international waterfront projects, whereas the AHP elicited prospective priorities for an Istanbul waterfront intervention. The study proposes an exploratory course-level framework for examining SDG literacy through spatial representation, and context-specific prioritisation, illustrating how ESD principles may be operationalised within an architecture course.

    Sustainability

    9 November 2026

    • Article
    • Open Access

    Robust Sensorless Nonlinear MPC for PMSG-Based Wind Energy Conversion Systems with Three-Level NPC Converters

    • Abdelmoghit Fathelkhair,
    • Hassan Abouobaida and
    • Younes Abouelmahjoub
    • + 6 authors

    This paper proposes a computationally efficient sensorless control framework for a permanent magnet synchronous generator (PMSG)-based wind energy conversion system (WECS) employing three-level neutral-point-clamped (3L-NPC) back-to-back converters. A high-gain observer is developed to estimate grid voltages, frequency, and electrical angle, with its estimation error analyzed using Lyapunov theory to establish uniform ultimate boundedness. An integral sliding mode control (ISMC) combined with finite-control-set model-predictive control (FCS-MPC) is employed to regulate the system. To reduce the computational burden, a two-stage search algorithm is proposed, reducing the number of evaluated switching combinations from 27 to 7 per sampling period while maintaining comparable control performance. The proposed strategy is evaluated through Processor-in-the-Loop (PIL) simulations using MATLAB/Simulink and the LAUNCHXL-F28379D DSP platform. The observer is tested under sudden variations in grid voltage amplitude, abrupt frequency changes, frequency ramps, and measurement noise. The results show that the estimated variables converge toward their actual values, with increased fluctuations under measurement noise. The control strategy is evaluated under wind-speed variations and parametric uncertainties with a stochastic wind profile. Under nominal conditions, both FCS-MPC methods show comparable control performance, while the proposed method requires less execution time. Under parametric uncertainties, the proposed method improves DC-link voltage regulation and neutral-point voltage balancing, achieving a grid-current THD of 0.99%, compared with 2.43% for conventional FCS-MPC.

    Energies

    9 November 2026

    • Article
    • Open Access

    Sustainable manufacturing offers firms the chance to optimize resources, improve market access, enhance long-term competitiveness, and reduce the firm’s environmental impact. However, implementation remains limited, especially in developing countries. This study investigates the barriers to sustainable manufacturing practices (SMP) in the Egyptian food industry and proposes strategies to accelerate adoption. Drawing on semi-structured interviews with 27 stakeholders and participants from manufacturing firms, we developed a multi-level framework to link macro-, meso-, and micro-level barriers. The study clarifies how barriers operate in practice and reinforce one another through contextual mechanisms that sustain resistance to SMP implementation. Beyond financial and technical constraints, the critical yet underexplored sources of resistance include institutional distrust, managerial mindsets, and socially embedded norms normalizing regulatory avoidance. This study contributes to research on sustainable manufacturing by stressing the need to consider institutional, behavioral, and socio-cultural conditions alongside corporate constraints to explain the persistent gaps in implementation in developing countries. It also provides a roadmap for coordinated stakeholder action to accelerate the transition toward sustainable manufacturing.

    Sustainability

    9 November 2026

    • Article
    • Open Access

    This study comparatively optimized and evaluated the quality, bioaccessibility, intestinal integrity, advanced glycation end-products (AGEs), and sustainability metrics of Valencia orange slices using vacuum-microwave drying (VMD) and hot-air drying (HAD). Response surface methodology based on a Box–Behnken design established optimum conditions for VMD at 4 kW microwave power, 80 °C, and 2.228 mm slice thickness, and for HAD at 80 °C, 1.806 m/s air velocity, and 2.0 mm thickness. VMD demonstrated superior quality preservation, retaining significantly higher levels of bioactive phenolics, organic acids, and individual carotenoids compared to HAD. Following INFOGEST 2.0 in vitro digestion, VMD achieved a higher total phenolic bioaccessibility (~56% vs. 42%) and basolateral transport efficiency (~7.8% vs. 5.2%) while better preserving CaCo-2 intestinal barrier function (higher TEER and lower FITC-dextran permeability). Compared to HAD, VMD significantly reduced thermal degradation, resulting in lower hydroxymethylfurfural (~10 vs. ~41 mg/kg) and fluorescent AGEs (~180 vs. ~340 AU/g) (p < 0.05). Kinetic evaluation revealed a sevenfold higher effective moisture diffusivity for VMD (1.07 × 10−9 m2/s) than HAD (1.49 × 10−10 m2/s). Multivariate analysis highlighted distinct separation between treatments based on drying kinetics, bioactive retention, and thermal markers. Thermodynamic and environmental analyses revealed an operational trade-off between the systems: while HAD exhibited a lower specific energy consumption (2.32 ± 0.08 kWh/kg H2O) and operational carbon emissions (1.01 kg CO2−eq/kg H2O), VMD achieved a ~78% reduction in drying duration and superior preservation of bioactive compounds, despite its higher specific energy consumption (4.12 ± 0.18 kWh/kg H2O) and carbon emissions (1.80 kg CO2−eq/kg H2O).

    Foods

    9 November 2026

    • Article
    • Open Access

    Cannabidiol Differentially Modulates Salinomycin Cytotoxicity in Human Cell Lines

    • Oliwia Kończak,
    • Tatiana Wojciechowicz and
    • Lidia Radko
    • + 5 authors

    Salinomycin, an ionophore coccidiostat widely used in livestock production, has attracted growing interest as a potential anticancer agent, although its clinical application remains limited by pronounced organ-specific toxicity. Cannabidiol (CBD), a non-psychoactive cannabinoid with documented cytoprotective properties, is increasingly consumed, making concurrent exposure plausible, yet its interaction remains unexplored. This study evaluated the cytotoxicity of salinomycin (0.39–50 µg/mL), alone and combined with two non-cytotoxic CBD concentrations (1.56 and 3.125 µg/mL), in three human cell lines—embryonic kidney-derived HEK-293, hepatoblastoma-derived HepG2, and neuroblastoma-derived SH-SY5Y—using assays of mitochondrial and lysosomal activity, membrane integrity, total protein content, and DNA synthesis, complemented by ROS measurement, apoptosis/necrosis evaluation, morphology, and an exploratory combination index analysis. CBD modulated salinomycin cytotoxicity in a strictly cell-line-dependent manner. In HEK-293 cells, it attenuated cytotoxicity, as reflected by uniformly higher IC50 values, reduced ROS production, and lower median fluorescence intensities of Hoechst 33342 and propidium iodide, whereas in the tumor-derived HepG2 and SH-SY5Y lines, it enhanced cytotoxicity irrespective of the CBD concentration applied, accompanied by increased ROS generation and more pronounced cell death. As all three lines are immortalized or tumor-derived, these observations describe cell-line-specific responses and cannot be extrapolated to normal renal, hepatic, or neuronal tissue.

    Molecules

    9 November 2026

    • Article
    • Open Access

    Oral health problems are common in children with diabetes, but information from the Democratic Republic of Congo is still limited. The aim of this study was to assess caries experience, gingival status and plaque accumulation in children and adolescents with diabetes followed at a specialized center in Kinshasa. Methods: A cross-sectional study was carried out in 60 children and adolescents receiving insulin treatment. Oral examination included assessment of caries, gingival inflammation and plaque accumulation. Information on HbA1c, diabetes duration and oral hygiene habits was also recorded. Results: Girls represented 58.3% of the sample and boys 41.7%. Toothbrushing once daily was reported by 58.3% of participants and twice daily by 41.7%. All participants used toothpaste. Caries experience was present in 53.3% of the children. The mean total caries experience score was 1.03 ± 1.28, the mean gingival index 0.57 ± 0.41, and the mean plaque index 0.49 ± 0.44. Plaque accumulation was associated with a higher gingival index. In the primary analysis, diabetes duration, HbA1c and brushing frequency were not independently associated with total caries experience. Conclusions: Caries and gingival changes were frequent in this group. Plaque accumulation showed the clearest association with gingival status. These findings support regular dental follow-up and better plaque control in children and adolescents with diabetes.

    Oral

    9 November 2026

    • Article
    • Open Access

    Following a trajectory and avoiding obstacles are two closely linked control tasks for an autonomous vehicle. Classical reactive controllers are tuned for one operating range, do not look ahead and have no built-in way to keep a minimum distance from an obstacle. This paper presents a Linear Time-Invariant Model Predictive Control (LTI-MPC) scheme combined with a Luenberger observer for the kinematic bicycle model. The model is linearised once around and written in deviation coordinates so that the drift term of the predictor is exact. The observer, tuned with the discrete-time algebraic Riccati equation, rebuilds the heading from the noisy DGPS-RTK position and odometry speed, so no heading sensor is needed. Static obstacles are handled by a local re-planner with a designed clearance, and a closed-form rule links its blending length to the maximum reference heading. Tested in a closed loop with observer and measurement noise on five scenarios, the LTI-MPC reaches a tracking RMSE of 0.018 m at 4 m/s on a sinusoidal path; achieves, in simulation, a clearance of 0.98–0.99 m from the obstacle (the reference is designed for 1.0 m, the requirement is 0.5 m); and is the only controller among PID-type, Stanley and MPC whose accuracy degrades smoothly from 2 to 8 m/s with a single tuning. The observer converges within 1∘ in 0.24 s. A sweep of constant-radius turns shows that the linearisation stays accurate at up to 30∘ of heading change.

    Vehicles

    9 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

80,522 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

15,805 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.
  • 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

8,656 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).
  • 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

8,211 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.

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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.
  • Article
  • Open Access

Electric Double Layers in Soils as Basis for Micro-Aggregation

  • Edgar Galicia-Andrés,
  • Chris Oostenbrink and
  • Martin Gerzabek
  • + 1 author

The behavior of ions at the electric double layer interfacial region between solid and liquid phases is well known in surface and material science. However, this is not fully the case in soil science, where the electric double layer develops due to the inherent complexity and diversity of negatively charged soil organic matter molecules that sorb at the mineral surface. This lack of knowledge opens questions regarding the interaction mechanisms at the molecular scale that lead to the stabilization of such soil building blocks, the so-called organo-mineral aggregates. By using classical molecular dynamics simulations, we studied the interactions between Kaolinite and four standardized soil organic matter samples with different aromatic and carboxylic content and Ca2+ cations clustering OM molecules and stabilizing them to the surface. We assessed the influence of (i) organic content, (ii) water content, and (iii) competing Cl− ions. Cluster aggregates are favored in soils with a high aliphatic fraction at low-water content, whereas aggregation is favored in soils with high aromatic fraction at high-water content and in the presence of Cl− ions. Moreover, samples with a low acid fraction favor clustering due to non-bonded interactions and hydrogen bonds. All of these environments are reflected as unique charge-density “fingerprints” and surface coverage for each OM sample. This work represents a step towards the characterization and study of natural soils tunable to specific local conditions.

Minerals

30 October 2026

Snapshot of cavities: (a) partially filled, (b) fully filled by water, and (c) fully filled by water and extra ions (CaCl2 solution). The cavity is represented by the periodic image of the Kaolinite basal surface in the z-direction. OM is represented by the green surface, Ca2+ ions by magenta spheres, and Cl− ions by yellow spheres.
  • 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.