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28 pages, 5016 KB  
Article
Mechanism and Control of Roadway Instability in Thick Oil Shale Roofs with “Weak Friction-Strong Cementation” Characteristics
by Hongsheng Wang, Lei Jia and Lei Li
Processes 2026, 14(5), 839; https://doi.org/10.3390/pr14050839 (registering DOI) - 4 Mar 2026
Abstract
Thick oil shale roofs in the Zichang mining area frequently suffer from delamination and sudden brittle fracture, compromising support stability. Using the 50117 return-air roadway as a case study, this paper integrates microstructural characterization (SEM-EDS/XRD), mechanical testing, theoretical interpretation, and FLAC3D simulation to [...] Read more.
Thick oil shale roofs in the Zichang mining area frequently suffer from delamination and sudden brittle fracture, compromising support stability. Using the 50117 return-air roadway as a case study, this paper integrates microstructural characterization (SEM-EDS/XRD), mechanical testing, theoretical interpretation, and FLAC3D simulation to elucidate the instability mechanism. Results indicate that the preferred orientation of clay minerals along bedding yields a “weak friction” signature, facilitating delamination. Simultaneously, the rigid quartz framework enables rapid energy storage, yet constrained bending dissipation triggers instantaneous fracture. This “weak friction-strong cementation” property drives the “delamination-brittle fracture” mechanism. Notably, the roof exhibits low principal stress concentration but extreme sensitivity to deviatoric stress, typifying a “low-stress environment and weak structural damage” behavior. Accordingly, a synergistic control technology featuring “high-prestress normal clamping and dowel shear resistance” was proposed. Field application confirmed its effectiveness in suppressing delamination and reducing rib convergence, thereby ensuring long-term roadway stability. Full article
24 pages, 1479 KB  
Article
Analytical Modeling of Microplastic Transport in Rivers: Incorporating Sinking, Removal, and Multi-Phase Dynamics
by Goutam Saha, Amit Kumar Saha and Awnon Bhowmik
Pollutants 2026, 6(1), 18; https://doi.org/10.3390/pollutants6010018 - 4 Mar 2026
Abstract
Microplastics (MP) are transported through rivers, acting as major conduits to oceans, yet standard transport models often fail to capture polymer-specific dynamics like settling and removal. This study proposes two novel analytical frameworks to address this: a modified Advection–Dispersion Equation (ADE) incorporating first-order [...] Read more.
Microplastics (MP) are transported through rivers, acting as major conduits to oceans, yet standard transport models often fail to capture polymer-specific dynamics like settling and removal. This study proposes two novel analytical frameworks to address this: a modified Advection–Dispersion Equation (ADE) incorporating first-order sinking and removal, and a multi-phase model accounting for hydrodynamic–particle coupling. We derived exact closed-form solutions for a finite pulse input and validated the baseline model against established results. Our results demonstrate that the conventional ADE significantly overestimates peak MP concentrations, while the modified ADE reveals a “stretching” effect that extends the duration of ecosystem exposure. Our analysis indicates that sinking is the primary driver of mass loss to sediments, with higher sinking rates reducing aqueous concentrations by approximately 50% compared to non-settling scenarios. However, removal employs negligible influence during the initial pulse phase but shows cumulative impact over long transport distances. The study highlights the critical need to incorporate sediment accumulation terms into risk assessments, as ignoring sinking leads to underestimating benthic pollution and overestimating marine flux. Additionally, the multi-phase formulation provides a theoretical basis for modeling dense plastic spills where particles alter flow momentum. Full article
(This article belongs to the Special Issue The Effects of Global Anthropogenic Trends on Ecosystems, 2025)
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15 pages, 9155 KB  
Article
Investigation on the Influence of Chemical Compounds in the Failure Mechanism Puncture Zones in Reinforced Rubber
by Vasile Gheorghe, Dan Cristian Cuculea and Eliza Chircan
ChemEngineering 2026, 10(3), 37; https://doi.org/10.3390/chemengineering10030037 - 4 Mar 2026
Abstract
This study investigates the fatigue failure of fiber-reinforced rubber used in automotive shock-absorbing elements subjected to cyclic loads. A quantitative simulation model integrated with material analysis to predict the service life and performance decay of these viscoelastic dampers was introduced. Failure is governed [...] Read more.
This study investigates the fatigue failure of fiber-reinforced rubber used in automotive shock-absorbing elements subjected to cyclic loads. A quantitative simulation model integrated with material analysis to predict the service life and performance decay of these viscoelastic dampers was introduced. Failure is governed by a degradation factor that models accumulating fatigue damage and results in a predictable, cyclic loss of maximum force capacity; specifically, the model accurately predicts a 36.3% reduction in peak force (from 111.44 N to 70.97 N) over the first 10 fatigue cycles. Crucially, the model incorporates the non-linear stiffness behavior caused by a fiber pull-out mechanism, which transitions load resistance from high elastic integrity to lower frictional forces post-critical displacement. These findings establish a direct, quantitative link between microstructural failure (verified via SEM) and observed performance decay, offering key insights for maintenance planning and material selection. Full article
33 pages, 4432 KB  
Article
Nano-SiO2 and Light Quality Synergistically Regulate Postharvest Visual Coloration, Endogenous Hormonal Metabolism, and Nutritional Quality in Mature-Green Tomatoes
by Jingli Yang, Qingbing Sun, Yahang Li, Jingmin Zhang, Yuanyuan Yang, Haijun Zhang, Byoung Ryong Jeong, Maopeng Sang and Jinnan Song
Horticulturae 2026, 12(3), 304; https://doi.org/10.3390/horticulturae12030304 - 4 Mar 2026
Abstract
Mature-green tomatoes are prone to rapid ripening and quality deterioration during the postharvest stage, highlighting the urgent need for environmentally friendly and efficient preservation technologies. This study investigated the synergistic regulatory effects of nano-SiO2 and light quality (white light, W; blue light, [...] Read more.
Mature-green tomatoes are prone to rapid ripening and quality deterioration during the postharvest stage, highlighting the urgent need for environmentally friendly and efficient preservation technologies. This study investigated the synergistic regulatory effects of nano-SiO2 and light quality (white light, W; blue light, B; red/blue mixed light, RB, 1:1) on postharvest appearance, physiological processes, and quality attributes in ‘Yu Zhu’ (Solanum lycopersicum L.), a tasty tomato cultivar with light-yellow fruit color. Mature-green fruits were treated with light quality in combination with nano-SiO2 (pre-immersion in 1 mL/L nano-SiO2 for 1 h, followed by periodic spraying with 0.5 mL/L nano-SiO2 every two days). Key indicators—including ripening traits, flavor attributes, antioxidant capacity, and endogenous hormone metabolites—were monitored on their respective sampling days. The results revealed distinct light quality-dependent responses: (1) B-Si (B + nano-SiO2) significantly delayed the breaker stage compared to W, maintained the lowest water loss, and exhibited the slowest softening rate. W-Si showed a significantly higher dry weight-to-fresh weight ratio than W. (2) RB-Si achieved superior flavor quality, with 11.47% soluble solids, 1.62% titratable acidity, and a sugar-to-acid ratio of 7.2—values markedly higher than those in RB. (3) RB-Si increased total phenolic (TP), flavonoids, and ascorbic acid (AsA) levels relative to RB, while enhancing total antioxidant capacity (T-AOC) and the activities of superoxide dismutase (SOD), catalase (CAT), and peroxidase (POD), with only slight suppression of ascorbate peroxidase (APX) activity. (4) Nano-SiO2 differentially regulated hormonal metabolism depending on light quality: it activated the jasmonic acid (JA)–gibberellin (GA) pathway under W light, fine-tuned cytokinin (CK) metabolism under B light, and upregulated JA, GA, CK, and auxin under RB light. Moreover, RB-Si significantly reduced ACC accumulation compared to W, thereby delaying senescence. Collectively, RB-Si synergistically regulates endogenous hormone metabolism to simultaneously delay ripening, reduce water loss, maintain firmness, optimize flavor, and enhance antioxidant capacity. This study elucidates the interaction mechanism between nano-SiO2 and light quality, providing theoretical and technical support for the green preservation of horticultural crops. Full article
(This article belongs to the Special Issue Regulation of Flowering and Development in Ornamental Plants)
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22 pages, 15691 KB  
Article
Deformation Characteristics and Sealing Capacity Evaluation of Dolomite-Bearing Anhydrite and Dolomitic Anhydrite Cap Rocks—A Case Study of the Middle Cambrian in the Eastern Tazhong Area
by Tao He, Lianqi Jia and Shunyu Liu
Appl. Sci. 2026, 16(5), 2486; https://doi.org/10.3390/app16052486 - 4 Mar 2026
Abstract
The Middle Cambrian salt–anhydrite succession in the Tarim Basin has been regarded as an effective regional cap-rock. However, numerous Ordovician hydrocarbon reservoirs have been discovered above the anhydrite, and recent drilling has identified industrial oil and gas flows beneath anhydrite-bearing intervals. These findings [...] Read more.
The Middle Cambrian salt–anhydrite succession in the Tarim Basin has been regarded as an effective regional cap-rock. However, numerous Ordovician hydrocarbon reservoirs have been discovered above the anhydrite, and recent drilling has identified industrial oil and gas flows beneath anhydrite-bearing intervals. These findings call into question the sealing effectiveness of anhydrite rocks in deep subsalt settings. In this study, X-ray diffraction (XRD), petrographic analysis, scanning electron microscopy (SEM), and triaxial compression tests were conducted to investigate the mineral composition, deformation behavior, and failure mechanisms of anhydrite rocks. The results indicate that: (1) dolomite-bearing anhydrite undergoes plastic deformation at depths greater than 4400~4600 m (~70 MPa confining pressure), whereas dolomitic anhydrite enters the plastic deformation regime below 5200~5400 m (~80 MPa confining pressure); (2) the deformation evolution of the cap rocks can be divided into four stages. Stages I–III are dominated by brittle deformation, with plasticity progressively increasing with confining pressure, whereas Stage IV is characterized by pervasive plastic deformation and strong sealing capacity, representing an effective cap rock during the critical period of hydrocarbon accumulation; (3) Middle Cambrian reservoirs in the eastern Tazhong area were destroyed by reverse faults that cut through brittle Middle Cambrian cap rocks. In contrast, Lower Cambrian gas reservoirs were charged during the Himalayan period, when the cap rocks remained intact, and exhibited strong sealing capacity. This study demonstrates the temporal variability in the sealing effectiveness of Middle Cambrian anhydrite cap rocks in the eastern Tazhong area and provides a methodological basis for deep and ultra-deep subsalt hydrocarbon exploration. Full article
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27 pages, 4221 KB  
Review
Alzheimer’s Disease and Contemporary Therapeutic Approaches: Recent Advances in Natural Products
by Ertugrul Gunday and Fatma Sezer Senol Deniz
Drugs Drug Candidates 2026, 5(1), 21; https://doi.org/10.3390/ddc5010021 - 4 Mar 2026
Abstract
Alzheimer’s disease is a progressive neurodegenerative disorder marked by cognitive decline, and its global prevalence is expected to increase substantially in the coming decades. This review examines current therapeutic approaches and explores the potential role of medicinal plants and natural products in the [...] Read more.
Alzheimer’s disease is a progressive neurodegenerative disorder marked by cognitive decline, and its global prevalence is expected to increase substantially in the coming decades. This review examines current therapeutic approaches and explores the potential role of medicinal plants and natural products in the treatment and prevention of Alzheimer’s disease. This review examines the pathophysiology of Alzheimer’s disease, with particular emphasis on the cholinergic, amyloid, and tau hypotheses. It evaluates currently approved therapeutic approaches, including cholinesterase inhibitors and NMDA receptor antagonists, as well as emerging immunotherapies. In addition, this review provides a comprehensive analysis of the pharmacological properties of various medicinal plants and explores innovative drug delivery systems. Research reveals that while conventional drugs like donepezil and memantine provide symptomatic relief, they do not halt disease progression. Recent immunotherapies, including lecanemab and donanemab, show potential to reduce amyloid-beta accumulation and slow cognitive decline; however, they face safety concerns, such as amyloid-related imaging abnormalities, and high costs. By comparison, several natural products—including huperzine A, curcumin, resveratrol, and epigallocatechin-3-gallate—demonstrate multi-target therapeutic potential through anti-inflammatory, antioxidant, and cholinergic-modulating mechanisms. This review offers a comprehensive contrast between natural products and traditional drugs as well as the safety and economic limitations of immunotherapies. Given the multifactorial nature of AD, therapeutic strategies that address multiple pathological pathways appear necessary. In this regard, plant-derived compounds, due to their broad pharmacological activity and generally favorable safety profiles, emerge as promising candidates for long-term management and may contribute meaningfully to the development of future therapeutic approaches for AD. Full article
(This article belongs to the Section Drug Candidates from Natural Sources)
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19 pages, 1388 KB  
Review
Exercise as a Molecular Therapeutic Tool in MASLD: From Signaling Pathways to Clinical Translation—A Narrative Review
by Héctor Fuentes-Barría, Raúl Aguilera-Eguía, Cherie Flores-Fernández, Lissé Angarita-Davila and Miguel Alarcón-Rivera
Biomedicines 2026, 14(3), 577; https://doi.org/10.3390/biomedicines14030577 - 4 Mar 2026
Abstract
Physical exercise is a potent non-pharmacological strategy for the prevention and management of Metabolic dysfunction—associated steatotic liver disease (MASLD), a multifactorial disorder characterized by hepatic lipid accumulation, insulin resistance, oxidative stress, and chronic inflammation. Emerging evidence demonstrates that the benefits of exercise extend [...] Read more.
Physical exercise is a potent non-pharmacological strategy for the prevention and management of Metabolic dysfunction—associated steatotic liver disease (MASLD), a multifactorial disorder characterized by hepatic lipid accumulation, insulin resistance, oxidative stress, and chronic inflammation. Emerging evidence demonstrates that the benefits of exercise extend beyond caloric expenditure and are largely mediated by coordinated molecular and cellular adaptations within the liver and peripheral tissues. This review synthesizes current knowledge on the mechanisms through which exercise modulates MASLD pathophysiology, emphasizing intracellular signaling pathways, mitochondrial remodeling, antioxidant defenses, and myokine-driven muscle–liver crosstalk. Exercise induces acute and chronic activation of pathways such as AMPK, PGC-1α, Nrf2, and Akt, resulting in enhanced mitochondrial biogenesis, improved fatty acid oxidation, restored insulin signaling, and reduced inflammatory and oxidative stress. Repeated skeletal muscle contraction stimulates the release of myokines—including irisin, IL-6, and FGF21—that act through endocrine and paracrine routes to regulate hepatic lipid metabolism, promote systemic metabolic flexibility, and attenuate disease progression. Epigenetic modifications and exercise-responsive microRNAs further contribute to long-term hepatic metabolic reprogramming. Collectively, these molecular adaptations position exercise as a systemic, disease-modifying stimulus capable of restoring hepatic homeostasis, slowing the transition from steatosis to NASH and fibrosis, and improving long-term metabolic health. Understanding these mechanisms provides a foundation for developing targeted, personalized exercise-based interventions in the clinical management of MASLD. Full article
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22 pages, 7057 KB  
Article
Educational Simulator for Sustainable Energy Management for a Typical Household
by Flaviu Mihai Frigura-Iliasa, Grigorie Dennis Sergiu, Krzysztof Sornek, Maksymilian Homa and Mihaela Frigura-Iliasa
Sustainability 2026, 18(5), 2506; https://doi.org/10.3390/su18052506 - 4 Mar 2026
Abstract
This paper presents the development of Electrohouse, a 3D educational simulator used for illustrating the electricity consumption of a household in the presence of a photovoltaic (PV) system designed to teach users how to efficiently manage electrical equipment from an energy perspective. [...] Read more.
This paper presents the development of Electrohouse, a 3D educational simulator used for illustrating the electricity consumption of a household in the presence of a photovoltaic (PV) system designed to teach users how to efficiently manage electrical equipment from an energy perspective. The paper addresses elements of energy system modeling, human–computer interaction and educational visualization. The application connects electricity consumption graphs with practical appliance controls, providing a comprehensive view of kilowatt-hour usage with an intuitive interface. The software offers two consumption scenarios, with one for 28 days and one for 30 days. Furthermore, the household displays the integration of a photovoltaic solar panel for direct energy production, with the system simulating an actual meter by deducting the generated current from the accumulated consumption. Relevant for sustainability, especially in the fields of energy education, the project incorporates the creation of a prototype of a night-time home surveillance robot designed for intruder detection and control. This study contributes to the global framework of Sustainable Development Goals (SDGs) adopted by the United Nations. The simulator supports SDG 7 (Affordable and Clean Energy) by promoting awareness of photovoltaic integration with household energy optimization and SDG 4 (Quality Education) by providing an interactive digital learning environment that improves energy literacy with sustainability-oriented skills. Full article
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20 pages, 17849 KB  
Article
UAV–UGV Collaborative Localization in GNSS-Denied Large-Scale Environments: An Anchor-Free VIO–UWB Fusion with Adaptive Weighting and Outlier Suppression
by Haoyuan Xu, Gaopeng Zhao and Yuming Bo
Drones 2026, 10(3), 175; https://doi.org/10.3390/drones10030175 - 4 Mar 2026
Abstract
In GNSS-denied large-scale outdoor environments, UAVs and UGVs that rely solely on visual–inertial odometry (VIO) suffer from accumulated global drift as the trajectory grows. Meanwhile, inter-platform ultra-wideband (UWB) ranging exhibits unknown, time-varying noise under NLOS/multipath, rendering naïve weighting unreliable. This paper presents an [...] Read more.
In GNSS-denied large-scale outdoor environments, UAVs and UGVs that rely solely on visual–inertial odometry (VIO) suffer from accumulated global drift as the trajectory grows. Meanwhile, inter-platform ultra-wideband (UWB) ranging exhibits unknown, time-varying noise under NLOS/multipath, rendering naïve weighting unreliable. This paper presents an anchor-free collaborative localization framework for UAV–UGV teams that fuses pairwise UWB ranges (including UAV–UAV, UAV–UGV, and UGV–UGV) with onboard VIO in a factor-graph backend via a two-stage robust scheme. First, we bound VIO drift using per-agent state covariance and reject UWB outliers with a Mahalanobis gate, preventing early-stage bias when VIO is still accurate. Then, during global optimization, we adaptively estimate the Fisher information of UWB factors from measurement–state residuals, enabling online self-tuning of measurement confidence under time-varying SNR. Real-world experiments with three UAVs and two UGVs over multi-level rooftops and forest–open areas (~1.6 km2) show that, compared to an outlier-only variant, the proposed method further reduces localization RMSE by about 24.6% and maximum error by about 31.2% for both UAVs and UGVs, maintaining strong performance during long trajectories dominated by VIO drift and NLOS ranges. The approach requires no fixed anchors or GNSS and is applicable to UAV–UGV teams for disaster response, cooperative mapping/inspection, and bandwidth-limited operations. Full article
(This article belongs to the Section Artificial Intelligence in Drones (AID))
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19 pages, 2891 KB  
Article
Integrating eDNA and eRNA for Stream Health Assessment Using Benthic Diatoms
by Keonhee Kim, Heesoo Kim, Min-Ho Jang, Nan-Young Kim and Soon-Jin Hwang
Water 2026, 18(5), 618; https://doi.org/10.3390/w18050618 - 4 Mar 2026
Abstract
Environmental DNA (eDNA) and environmental RNA (eRNA) are increasingly used in aquatic biomonitoring, but they serve different ecological purposes. eDNA can persist in biofilms, reflecting accumulated environmental signals, while eRNA is short-lived and indicates metabolically active communities. To assess their suitability for evaluating [...] Read more.
Environmental DNA (eDNA) and environmental RNA (eRNA) are increasingly used in aquatic biomonitoring, but they serve different ecological purposes. eDNA can persist in biofilms, reflecting accumulated environmental signals, while eRNA is short-lived and indicates metabolically active communities. To assess their suitability for evaluating stream health, we compared benthic diatom assemblages derived from both eDNA and eRNA. Alpha diversity indices revealed negligible differences between the two nucleic acid types, although total read abundance showed a small effect size (Cliff’s δ = 0.207). Taxonomic overlap was significant, with 70% of species shared between the two sources, though several genera displayed source-specific patterns. Community analyses indicated that eRNA-based assemblages had greater internal consistency and clearer differentiation between groups. The Trophic Diatom Index application revealed that eDNA captured cumulative water quality conditions, while eRNA provided a more sensitive reflection of current ecological states. These findings highlight that eDNA offers broad taxonomic coverage, whereas eRNA delivers a higher resolution of active ecological responses. By integrating both markers, we can achieve a more comprehensive assessment of long-term environmental history and current stream health, enhancing the accuracy of diatom-based bioassessment frameworks. Full article
(This article belongs to the Special Issue Advances in Diatom Research in Freshwater)
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19 pages, 8550 KB  
Article
Screening of Maize Cultivars with Phytoremediation Coupled with Agro-Production for Cd Pollution in Farmland Soil
by Zongqing Wei, Dingyang Li, Hui Li, Lianfeng Du, Chuanjiang Peng, Rongli Tang, Jie Liu and Jing Liu
Agriculture 2026, 16(5), 588; https://doi.org/10.3390/agriculture16050588 - 4 Mar 2026
Abstract
Agricultural soil Cd (Cd) pollution threatens global food safety. Based on a meta-analysis of 55 global studies involving 464 maize cultivars, this research systematically elucidates the potential of maize for safe production and remediation in cadmium (Cd)-contaminated farmland. For low to moderately polluted [...] Read more.
Agricultural soil Cd (Cd) pollution threatens global food safety. Based on a meta-analysis of 55 global studies involving 464 maize cultivars, this research systematically elucidates the potential of maize for safe production and remediation in cadmium (Cd)-contaminated farmland. For low to moderately polluted fields, multiple cultivars with low grain Cd accumulation were identified, including 15 cultivars such as TieYan 919 and DanYu 508, which achieved over 90% lower grain Cd content than the legislative limits. DongDan 118 demonstrated simultaneous grain Cd reduction and yield increase, while XianYu 335 and ZhengDan 958 showed comprehensive performance in Cd reduction and yield stability. Maize genotype was identified as the decisive factor for grain Cd accumulation, soil pH was the key environmental factor regulating Cd translocation to grains, and field cultivation was conducive to the expression of low-accumulation traits. Accordingly, a “production coupled with remediation” technical pathway is proposed, centered on “low-accumulation cultivars as the core, soil pH regulation as the key, and field validation as the safeguard.” For heavily polluted fields, high-Cd-accumulating cultivars such as GuangTian-2 and JinZhuMi (pot cultivation) and HuaCaiNuo3 and QiuQing88 (field cultivation) were identified. Their remediation efficiency was driven by soil available Cd content, with significant local environmental influences, necessitating a remediation strategy guided by “cultivar selection as the core, soil management as the supplement, and local validation as the prerequisite.” This study provides a cultivar selection basis and agronomic regulation framework for the tiered management of Cd-contaminated farmland. Full article
(This article belongs to the Section Agricultural Soils)
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28 pages, 2675 KB  
Review
Cellular Senescence Triggered by Food and Environmental Genotoxins
by Bernd Kaina, Maja T. Tomicic and Markus Christmann
Int. J. Mol. Sci. 2026, 27(5), 2389; https://doi.org/10.3390/ijms27052389 - 4 Mar 2026
Abstract
Cellular senescence (CSEN) is caused by a variety of factors that trigger complex molecular pathways. These include telomere shortening, oncogene activation and replicative stress, as well as DNA damage caused by genotoxic anticancer drugs and endogenous and exogenous genotoxins. Here, we review the [...] Read more.
Cellular senescence (CSEN) is caused by a variety of factors that trigger complex molecular pathways. These include telomere shortening, oncogene activation and replicative stress, as well as DNA damage caused by genotoxic anticancer drugs and endogenous and exogenous genotoxins. Here, we review the induction of CSEN by exogenous genotoxic insults resulting from food and environmental exposures. The available data show that genotoxins/carcinogens in tobacco smoke and smokeless tobacco, in the environment, in food, beverages and life-style products induce CNS. The exposures include N-nitroso compounds, polycyclic aromatic hydrocarbons, heterocyclic aromatic amines, acrylamide, heavy metals, fine dust, mycotoxins, phytotoxins, and phycotoxins. Also, heme in red meat contributes to CSEN as it catalyzes the formation of genotoxic species in the colon. Induction of CSEN by external genotoxins/carcinogens is bound on the DNA damage response pathway (DDR), which relies on activation of the ATM/ATR-CHK2/CHK1-p53-p21 axis and the p53-independent p16/p14 axis, eliciting cyclin-dependent kinase inhibition and permanent cell cycle arrest. Other factors that can be involved are DREAM, MAPK, cGAS/Sting, and NF-κB. The accumulation of non-repaired DNA damage triggering CSEN following external genotoxic exposures may contribute significantly to the amelioration of senescent cells and organ failure with age in humans. Senescent cells drive, via the senescence-associated secretory phenotype (SASP), inflammation that is involved in many diseases, including cancer. Although most of the studies were performed with in vitro cell systems, the consequences of CSEN induction by genotoxic nutritional components and environmental exposures seem to be underestimated. Since CSEN correlates with aging, it is reasonable to conclude that exogenous genotoxic pollutants contribute significantly to the aging process through CSEN induction. In light of these findings, it is deduced that reducing genotoxin exposures and using “rejuvenation” supplements (senotherapeutics) are reasonable strategies to counteract cellular senescence and the aging process. Full article
(This article belongs to the Special Issue Molecular and Cellular Mechanisms of Genotoxicity)
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16 pages, 10932 KB  
Article
Spatial Modeling of PM2.5 Concentrations Using Random Forest and Geostatistical Interpolation in Kraków, Poland
by Elżbieta Węglińska, Mateusz Zaręba and Tomasz Danek
Appl. Sci. 2026, 16(5), 2470; https://doi.org/10.3390/app16052470 - 4 Mar 2026
Abstract
Spatial mapping of PM2.5 in complex urban and suburban terrains remains challenging for classical geostatistical interpolation. This study evaluates a Random Forest (RF) framework for high-resolution air pollution mapping and compares its performance with ordinary kriging in the Kraków region. The analysis [...] Read more.
Spatial mapping of PM2.5 in complex urban and suburban terrains remains challenging for classical geostatistical interpolation. This study evaluates a Random Forest (RF) framework for high-resolution air pollution mapping and compares its performance with ordinary kriging in the Kraków region. The analysis integrates measurements from 51 low-cost air quality sensors with topographic and meteorological predictors, including elevation, temperature, relative humidity, and wind speed. Five representative hours during a relatively windless, inversion dominated day were selected to examine hourly variability in pollution patterns. Model robustness was assessed using leave-one-out (LOO) cross-validation, while interpretability was addressed through permutation-based predictor importance analysis. The RF model achieved high predictive accuracy (R2 = 0.85 to 0.95) and good spatial stability with an LOO standard error below 5%. Elevation consistently emerged as the dominant predictor, confirming the key role of terrain-controlled accumulation, while temperature and humidity gained importance during evening and nighttime hours. The RF approach captured fine-scale transport features along river valleys that were not resolved by ordinary kriging, which produced smoother but less interpretable surfaces. The results demonstrate that RF mapping provides an accurate and explainable support to traditional geostatistical methods for analyzing urban air pollution dynamics in complex terrain. Full article
(This article belongs to the Special Issue Application of Artificial Intelligence in the Internet of Things)
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34 pages, 803 KB  
Review
The Oral–Gut–Immune–Nutrition Axis in Rheumatoid Arthritis: Molecular Mechanisms and Therapeutic Implications
by Claudia Reytor-González, Náthaly Mercedes Román-Galeano, Lenin Saul Aules-Curicama, Camila Doménica Cevallos-Villacis, Erik González, Dolores Jima Gavilanes, Raquel Horowitz and Daniel Simancas-Racines
Int. J. Mol. Sci. 2026, 27(5), 2385; https://doi.org/10.3390/ijms27052385 - 4 Mar 2026
Abstract
Rheumatoid arthritis is a chronic systemic autoimmune disease that arises from complex interactions among genetic susceptibility, environmental factors, and immune dysregulation. Growing evidence indicates that microorganisms residing in the oral cavity and gastrointestinal tract, together with dietary factors, play a central role in [...] Read more.
Rheumatoid arthritis is a chronic systemic autoimmune disease that arises from complex interactions among genetic susceptibility, environmental factors, and immune dysregulation. Growing evidence indicates that microorganisms residing in the oral cavity and gastrointestinal tract, together with dietary factors, play a central role in shaping inflammatory and autoimmune responses in rheumatoid arthritis, forming an interconnected microbiome–immune–nutrition axis. Alterations in the composition and function of oral and intestinal microbial communities are associated with disruption of mucosal barrier integrity, activation of innate and adaptive immune pathways, increased differentiation of proinflammatory T lymphocyte subsets, and loss of immune tolerance that promotes autoantibody production. In addition, microbially derived metabolites, particularly short-chain fatty acids, provide a mechanistic link between microbial ecology, immune regulation, and bone metabolism. Diet represents a key upstream modulator of this axis. Dietary patterns rich in anti-inflammatory nutrients support microbial diversity and immunoregulatory metabolite production, whereas diets high in processed foods and saturated fats favor proinflammatory microbial profiles. Accumulating clinical evidence suggests that nutritional strategies and microbiome-targeted dietary interventions may reduce systemic inflammation and disease-related comorbidities when used alongside standard pharmacological treatments. Taken together, the microbiome–immune–nutrition axis represents a modifiable and clinically meaningful target in rheumatoid arthritis, emphasizing the need for interdisciplinary research and well-designed clinical trials to translate these insights into personalized approaches for disease management. The aim of this review is to integrate current mechanistic and clinical evidence on the interactions between the microbiome, immune system, and nutrition in rheumatoid arthritis, with a focus on their pathogenic relevance, therapeutic potential, and implications for personalized, diet-based interventions. Full article
(This article belongs to the Special Issue Microbiome-Immunity Crosstalk and Its Role in Health and Disease)
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17 pages, 1598 KB  
Article
Chitosan and Microalgae Nanoparticles: Synergistic Role in Enhancing Drought Stress Tolerance in Wheat Seedlings
by Fatemeh Gholizadeh, Agampodi Gihan S. D. De Silva, Asish Samuel, Zoltán Molnár and Tibor Janda
Plants 2026, 15(5), 792; https://doi.org/10.3390/plants15050792 - 4 Mar 2026
Abstract
Drought stress is one of the most severe abiotic constraints limiting wheat productivity worldwide, particularly during early developmental stages that determine crop establishment and yield potential. Sustainable, biologically based strategies that enhance drought tolerance without environmental cost are therefore urgently needed. In this [...] Read more.
Drought stress is one of the most severe abiotic constraints limiting wheat productivity worldwide, particularly during early developmental stages that determine crop establishment and yield potential. Sustainable, biologically based strategies that enhance drought tolerance without environmental cost are therefore urgently needed. In this study, we evaluated the individual and combined effects of chitosan (Cs), microalgae (Ma) (Nostoc linckia, MACC-612), and a chitosan–microalgae nanoparticle formulation (Cs-Ma) on germination performance, early seedling growth, and molecular stress responses in two wheat (Mehregan and MV Nádor) cultivars with contrasting drought sensitivity under polyethylene glycol (PEG)-induced osmotic stress (−2 and −4 MPa). Drought stress significantly reduced germination percentage, germination rate, and radicle and coleoptile development in both cultivars, especially at −4 MPa. Application of Cs and microalgae individually partially alleviated these negative effects; however, the combined Cs-Ma treatment consistently produced the strongest improvements in seedling vigor and biomass accumulation under both moderate and severe drought stress. Evaluation of drought tolerance using tolerance index (TOL), stress tolerance index (STI), and stress intensity (SI) demonstrated that Cs-Ma markedly increased STI and reduced SI across most germination traits, indicating enhanced drought tolerance and lower stress sensitivity, particularly in MV Nádor. These physiological responses were supported by transcriptional reprogramming in radicle tissues, including upregulation of genes involved in polyamine biosynthesis (TaSPDS, TaSAMDC), phenylpropanoid metabolism (TaPAL), and protein protection (TaHSP70), along with moderated induction of polyamine catabolism (TaPXPAO). Overall, the results reveal a synergistic interaction between chitosan nanoparticles and microalgae biomass, highlighting Cs-Ma as an effective, eco-friendly biostimulant for improving early-stage drought tolerance in wheat. Full article
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