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24 pages, 5353 KB  
Article
Chitosan Nanoformulations of Mycosporine-like Amino Acid (MAA)-Rich Extracts from Mazzaella laminarioides Effectively Protect Human Keratinocytes Against UVA Radiation Damage
by Osmán Vásquez, Braulio Contreras-Trigo, Eileen Castillo, Neriel Contreras, Jessica Lemus, Felipe A. Zuniga, Karina Oyarce, Dariela Núñez, Víctor Díaz-García and Patricio Oyarzún
Int. J. Mol. Sci. 2025, 26(21), 10394; https://doi.org/10.3390/ijms262110394 (registering DOI) - 25 Oct 2025
Abstract
Mycosporine-like amino acids (MAAs) are secondary metabolites of interest for the development of natural sunscreens, owing to their antioxidant activity and ultraviolet radiation (UVR)-absorbing properties. MAA-rich aqueous extracts obtained from the Chilean red alga Mazzaella laminarioides (locally known as luga cuchara) were analyzed [...] Read more.
Mycosporine-like amino acids (MAAs) are secondary metabolites of interest for the development of natural sunscreens, owing to their antioxidant activity and ultraviolet radiation (UVR)-absorbing properties. MAA-rich aqueous extracts obtained from the Chilean red alga Mazzaella laminarioides (locally known as luga cuchara) were analyzed by HPLC and loaded into chitosan nanoparticles (CSNPs), with an encapsulation efficiency of 90.1%. The resulting CS nanoformulations (CSNFs) were characterized by FTIR spectroscopy, DLS and TEM microscopy, confirming the presence of nanoparticles with a core diameter of 94 ± 11 nm and FTIR absorption bands accounting for CS functional groups. Pre-treatment of HaCaT keratinocytes with CSNFs conferred complete protection against low-to-moderate UVA doses (5, 10, 15, and 30 J/cm2). Remarkably, cells still retained a protection efficacy of 64.7% under lethal UVA exposure (60 J/cm2), with gene expression evidence suggesting the activation of a compensatory stress response to photo-oxidative damage. CSNFs were also capable of restoring cell viability in post-treatment experiments at UVA doses of 30 J/cm2 (100% cell viability) and 60 J/cm2 (~43% cell viability). This is the first demonstration that nanoencapsulation of an MAA-rich algal extract yields superior UVA photoprotection in human keratinocytes compared with non-encapsulated MAA-based formulations, contributing to the effort of developing eco-friendly sunscreens. Full article
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17 pages, 5375 KB  
Article
Exogenous Nitric Oxide Promotes the Growth and Cadmium Accumulation of Alfalfa (Medicago sativa) Seedlings Under Cadmium Stress
by Yinping Chen, Yong Sun, Bo Cao, Maurice Ngabire, Yuzhi Lu, Qian Li and Qiaoling Yuan
Plants 2025, 14(21), 3264; https://doi.org/10.3390/plants14213264 (registering DOI) - 25 Oct 2025
Abstract
As an important bioactive signaling molecule, nitric oxide (NO) participates in the responses of plants to various environmental stresses. The aim of this study was to investigate the influence of exogenous NO on the growth and cadmium (Cd) accumulation of alfalfa (Medicago [...] Read more.
As an important bioactive signaling molecule, nitric oxide (NO) participates in the responses of plants to various environmental stresses. The aim of this study was to investigate the influence of exogenous NO on the growth and cadmium (Cd) accumulation of alfalfa (Medicago sativa) during early growth. The results showed that Cd significantly inhibited alfalfa seedling growth and induced membrane lipid peroxidation. Addition of sodium nitroprusside (SNP, as an NO donor) significantly promoted seedling growth and induced the mobilization of seed photosynthate reserves, leading to an increase in total soluble sugar (SS) and reducing sugar (RS) contents. Application of SNP mitigated membrane peroxidation damage caused by Cd stress by enhancing catalase (CAT), ascorbate peroxidase (APX), superoxide dismutase (SOD) and peroxidase (POD) activities in order to eliminate reactive oxygen species (ROS), thereby improving Cd resistance and increasing Cd accumulation in alfalfa. This promoting effect of SNP depended on its concentration; the most optimal SNP concentration to promote the growth and Cd absorption of alfalfa under Cd stress was found to be 200 µM. The fresh weight (FW), dry weight (DW) and Cd accumulation of seedlings treated with 200 µM SNP increased significantly by 23.10%, 30.32% and 82.50%, respectively, on the fifth day, compared with the Cd-only treatment. Full article
(This article belongs to the Section Plant Response to Abiotic Stress and Climate Change)
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22 pages, 11428 KB  
Article
Cold Atmospheric Plasma Selectively Targets Neuroblastoma: Mechanistic Insights and In Vivo Validation
by Ligi Milesh, Bindu Nair, Ha M. Nguyen, Taylor Aiken, J. Leon Shohet and Hau D. Le
Cancers 2025, 17(21), 3432; https://doi.org/10.3390/cancers17213432 (registering DOI) - 25 Oct 2025
Abstract
Background: Neuroblastoma (NB) presents significant challenges in pediatric oncology, particularly in high-risk cases where local recurrence occurs in ~35% of patients. Cold Atmospheric Plasma (CAP) has emerged as a promising treatment due to its selective cytotoxicity toward cancer cells while sparing normal cells. [...] Read more.
Background: Neuroblastoma (NB) presents significant challenges in pediatric oncology, particularly in high-risk cases where local recurrence occurs in ~35% of patients. Cold Atmospheric Plasma (CAP) has emerged as a promising treatment due to its selective cytotoxicity toward cancer cells while sparing normal cells. Methods: This study assessed CAP efficacy using in vitro NB cell lines (SK-N-AS and LAN-5) and in vivo xenograft murine models. In vitro, CAP was applied via a helium jet, and cellular responses were evaluated for viability, reactive oxygen species (ROS), lipid peroxidation, DNA damage, and cell cycle, while apoptosis was measured by Annexin V/PI flow cytometry. In vivo, CAP was applied to unresected tumors and residual tumors after incomplete resection. Tumor regrowth was monitored, and histological analysis was performed. Results: CAP reduced NB cell viability in a dose- and time-dependent manner by increasing intracellular ROS and lipid peroxidation. CAP-treated NB cells showed a 50% rise in oxidative DNA damage, a two-fold increase in apoptosis, and alterations in cell-cycle progression, while normal fibroblasts showed modest effects. CAP predominantly induced apoptosis, though secondary necrosis appeared with prolonged exposures, consistent with caspase-3 and PARP pathways. In xenografts, CAP reduced tumor diameter by 60% and increased caspase-3-positive cells, with minimal effects on normal tissue. Conclusions: CAP demonstrates strong therapeutic potential as a targeted, non-invasive NB treatment, particularly for residual tumors near vascular structures with consistent exposure times (60–300 s). Full article
(This article belongs to the Section Methods and Technologies Development)
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27 pages, 3834 KB  
Article
Vaccination with a Trypanosoma cruzi Protein Extract Plus BCG∆BCG1419c Promotes a Balanced Th1/Th2 Immune Profile That Improves Control of Acute Chagas Disease in BALB/c Mice
by Olivia Rodríguez-Morales, Minerva Arce-Fonseca, Dulce Mata-Espinosa, Alberto Aranda-Fraustro, José Luis Rosales-Encina and Mario Alberto Flores-Valdez
Microorganisms 2025, 13(11), 2447; https://doi.org/10.3390/microorganisms13112447 (registering DOI) - 25 Oct 2025
Abstract
Adjuvants in vaccine candidates against Chagas disease (ChD) have been tested with the aim of improving efficacy against this disease. Trypanosoma cruzi total protein extract (TcTPE) combined with Mycobacterium bovis BCG Pasteur strain ATCC 35734 or its isogenic derivative mutant BCGΔBCG1419c—in which the [...] Read more.
Adjuvants in vaccine candidates against Chagas disease (ChD) have been tested with the aim of improving efficacy against this disease. Trypanosoma cruzi total protein extract (TcTPE) combined with Mycobacterium bovis BCG Pasteur strain ATCC 35734 or its isogenic derivative mutant BCGΔBCG1419c—in which the BCG1419c gene was deleted—were used as a vaccine formulation in BALB/c mice. After immunization and T. cruzi challenge, parasitological and clinical parameters of acute stage were recorded. Antibody titers, cytokine concentrations, macroscopic abnormalities, and histological analysis of experimental ChD were determined. The vaccine formulation with the combination of TcTPE and BCGΔBCG1419c, used as the adjuvant, reduced parasitemia by 50%, promoted a survival rate of 80%, improved the clinical status, favored greater body weight gain, induced high titers of specific anti-T. cruzi IgG antibodies and some cytokines, leading to a balanced Th1/Th2 immunological profile as well as a lower degree of inflammation and tissue damage (50% reduction). A good protective effect in the acute stage of experimental ChD was observed by favorably modulating the immune response and reducing heart and muscle damage, therefore, highlighting that the combination tested here for the control of ChD provides a promising basis that warrants further investigation to validate a future potential translation to humans. Full article
(This article belongs to the Special Issue Advances in Microparasite Research)
13 pages, 1609 KB  
Article
Lycium ruthenicum Polysaccharides Alleviate CCl4-Induced Acute Liver Injury Through Antioxidant and Anti-Inflammatory Effects
by Jie Xiao, Chunpeng Li, Yuxuan Pei, Shuhua Xu, Haotian Zhao, Wen Xiang and Jiayi Wei
Nutrients 2025, 17(21), 3359; https://doi.org/10.3390/nu17213359 (registering DOI) - 25 Oct 2025
Abstract
[Introduction] The study aimed to investigate the protective effect of Lycium ruthenicum polysaccharides (LRPs) against carbon tetrachloride (CCl4)-induced acute liver injury (ALI). [Method] After LRP was extracted and characterized, a CCl4-induced cell damage and mouse ALI model was established [...] Read more.
[Introduction] The study aimed to investigate the protective effect of Lycium ruthenicum polysaccharides (LRPs) against carbon tetrachloride (CCl4)-induced acute liver injury (ALI). [Method] After LRP was extracted and characterized, a CCl4-induced cell damage and mouse ALI model was established to evaluate its anti-inflammatory and antioxidant capacities. [Results] The results demonstrated that LRP markedly attenuated hepatocyte necrosis, alleviated cellular edema and degeneration, and preserved nuclear integrity to sustain hepatic function, thereby restoring hepatic architecture. It downregulated serum ALT and AST levels, reduced MDA content in liver tissue, and enhanced SOD activity. Additionally, LRP inhibited the expression of pro-inflammatory cytokines TNF-α and IL-6, while upregulating the anti-inflammatory cytokine IL-10. [Conclusions] These findings suggest that LRP effectively alleviates CCl4-induced ALI through both antioxidant and anti-inflammatory effects, demonstrating its potential as a novel liver-protective agent. Full article
(This article belongs to the Section Nutrition and Metabolism)
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18 pages, 4375 KB  
Article
Study on the Changes of Antioxidant System and Respiratory Metabolism in Rice Grains Under Nitrogen-Modified Atmosphere Storage from the Targeted Metabolomics Perspective
by Ming Chen, Xia Ma, Wenhao Li, Feiyan Xue and Chenling Qu
Foods 2025, 14(21), 3643; https://doi.org/10.3390/foods14213643 (registering DOI) - 25 Oct 2025
Abstract
Nitrogen-modified atmosphere technology, due to its effectiveness in pest control, is widely used in grain storage as an eco-friendly preservation method. This study compared the quality changes in unhulled rough rice (paddy) stored under nitrogen-modified atmosphere and conventional conditions. Fatty acid value (FAV), [...] Read more.
Nitrogen-modified atmosphere technology, due to its effectiveness in pest control, is widely used in grain storage as an eco-friendly preservation method. This study compared the quality changes in unhulled rough rice (paddy) stored under nitrogen-modified atmosphere and conventional conditions. Fatty acid value (FAV), reactive oxygen species (ROS) content, coenzyme levels, antioxidant enzyme activities, and concentrations of central carbon metabolism-related metabolites of paddy were monitored during storage under different storage conditions. The results revealed that compared to conventional storage, nitrogen-modified atmosphere resulted in lower FAV and ROS levels, as well as higher pyridine nucleotides contents and antioxidant enzyme activities, including superoxide dismutase (SOD), peroxidase (POD), catalase (CAT), and glutathione reductase (GR). Metabolomic profiling demonstrated that N2-MAS induced metabolic changes characterized by the down-regulation of 2-hydroxyglutaric acid and the up-regulation of fructose 6-phosphate, glucose 1-phosphate, glycerol 3-phosphate, gluconic acid, fumaric acid, and malic acid, which collectively contribute to reduced oxidative damage and enhanced preservation quality. These findings elucidated the mechanism of N2-MAS-delayed quality deterioration and revealed the regulatory role of the antioxidant system and central carbon metabolism. Full article
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30 pages, 9645 KB  
Review
Molecular Breeding for Fungal Resistance in Common Bean
by Luciana Lasry Benchimol-Reis, César Júnior Bueno, Ricardo Harakava, Alisson Fernando Chiorato and Sérgio Augusto Morais Carbonell
Int. J. Mol. Sci. 2025, 26(21), 10387; https://doi.org/10.3390/ijms262110387 (registering DOI) - 25 Oct 2025
Abstract
Despite the recognized social and economic importance of common beans (Phaseolus vulgaris L.), the average grain yield is far below the productive potential of cultivars. This situation is explained by several factors, such as the large number of diseases and pests that [...] Read more.
Despite the recognized social and economic importance of common beans (Phaseolus vulgaris L.), the average grain yield is far below the productive potential of cultivars. This situation is explained by several factors, such as the large number of diseases and pests that affect the crop, some of which cause significant damage. It is estimated that approximately 200 diseases can significantly affect common beans. These can be bacterial, viral, fungal, and nematode-induced. The main bean fungal diseases include anthracnose, angular leaf spot, powdery mildew, gray mold, Fusarium wilt, dry root rot, Pythium root rot, southern blight, white mold, charcoal rot and rust. This review provides a comprehensive overview of eleven major fungal diseases affecting common bean, describing their associated damage, characteristic symptomatology, and the epidemiological factors that favor disease development. It further synthesizes current knowledge on host resistance mechanisms that can be exploited to develop molecularly informed resistant genotypes. The compilation includes characterized resistance genes and mapped quantitative trait loci (QTLs), with details on their chromosomal locations, genetic effects, and potential for use in breeding. Moreover, the review highlights successful applications of molecular breeding approaches targeting fungal resistance. Finally, it discusses conclusions and future perspectives for integrating advanced genetic improvement strategies—such as marker-assisted selection, genomic selection, gene editing, and pyramiding—to enhance durable resistance to fungal pathogens in common bean. This work serves as both a reference for forthcoming resistance-mapping studies and a guide for the strategic selection of resistance loci in breeding programs aimed at developing cultivars with stable and long-lasting fungal resistance. Full article
(This article belongs to the Special Issue Plant Breeding and Genetics: New Findings and Perspectives)
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16 pages, 2810 KB  
Article
Experimental Study on the Role of Bond Elasticity and Wafer Toughness in Back Grinding of Single-Crystal Wafers
by Joong-Cheul Yun and Dae-Soon Lim
Materials 2025, 18(21), 4890; https://doi.org/10.3390/ma18214890 (registering DOI) - 25 Oct 2025
Abstract
Grinding semiconductor wafers with high hardness, such as SiC, remains a significant challenge due to the need to maximize material removal rates while minimizing subsurface damage. In the back-grinding process, two key parameters—the elastic modulus (Eb) of the grinding wheel bond and the [...] Read more.
Grinding semiconductor wafers with high hardness, such as SiC, remains a significant challenge due to the need to maximize material removal rates while minimizing subsurface damage. In the back-grinding process, two key parameters—the elastic modulus (Eb) of the grinding wheel bond and the fracture toughness (KIC) of the wafer—play a critical role in governing the behavior of diamond and the extent of wafer damage. This study systematically investigated the effect of Eb and KIC on diamond protrusion height (hp), surface roughness (Ra), grinding forces, and the morphology of generated debris. The study encompassed four wafer types—Si, GaP, sapphire, and ground SiC—using five Back-Grinding Wheels (BGWs), with Eb ranging from 95.24 to 131.38 GPa. A log–linear empirical relationship linking ℎₚ to Eb and KIC was derived and experimentally verified, demonstrating high predictive accuracy across all wafer–wheel combinations. Surface roughness (Ra) was measured in the range of 0.486 − 1.118𝜇m, debris size ranged from 1.41 to 14.74𝜇m, and the material removal rate, expressed as a thickness rate, varied from 555 to 1546𝜇m/h (equivalent to 75−209 mm³/min using an effective processed area of 81.07 cm²). For SiC, increasing the bond modulus from 95.24 to 131.38 GPa raised the average hp from 9.0 to 1.2 um; the removal rate peaked at 122.07 GPa, where subsurface damage (SSD) was minimized, defining a practical grindability window. These findings offer practical guidance for selecting grinding wheel bond compositions and configuring process parameters. In particular, applying a higher Eb is recommended for harder wafers to ensure sufficient diamond protrusion, while an appropriate dressing must be employed to prevent adverse effects from excessive stiffness. By balancing removal rate, surface quality, and subsurface damage constraints, the results support industrial process development. Furthermore, the protrusion model proposed in this study serves as a valuable framework for optimizing bond design and grinding conditions for both current and next-generation semiconductor wafers. Full article
(This article belongs to the Special Issue Advanced Materials Machining: Theory and Experiment)
12 pages, 243 KB  
Article
Long-Term Outcome in Implant Breast Reconstruction and Radiotherapy: The Role of Fat Grafting
by Alessia De Col, Francesco Buttarelli, Melissa Akuma, Ferruccio Paganini and Anna Scevola
J. Clin. Med. 2025, 14(21), 7569; https://doi.org/10.3390/jcm14217569 (registering DOI) - 25 Oct 2025
Abstract
Background: Capsular contracture remains one of the most challenging complications of implant-based breast reconstruction, particularly in patients undergoing postmastectomy radiotherapy (PMRT). Autologous fat grafting has been proposed as a regenerative strategy to mitigate radiation-induced damage, but long-term data are limited. Methods: We retrospectively [...] Read more.
Background: Capsular contracture remains one of the most challenging complications of implant-based breast reconstruction, particularly in patients undergoing postmastectomy radiotherapy (PMRT). Autologous fat grafting has been proposed as a regenerative strategy to mitigate radiation-induced damage, but long-term data are limited. Methods: We retrospectively reviewed women who underwent two-stage implant-based breast reconstruction followed by PMRT (50 Gy in 25 fractions) between 2010 and 2021 at Ospedale Sant’Anna, Como. Eligible patients subsequently received at least one session of autologous fat grafting after radiotherapy. Primary outcome was the incidence and severity of capsular contracture; secondary outcomes included the need for salvage autologous reconstruction, oncologic safety, and patient-reported satisfaction. Results: Thirty-two patients met inclusion criteria. The mean age was 56.1 years, and mean BMI was 23.8 kg/m2. All underwent submuscular two-stage reconstruction with anatomically shaped implants (mean volume 336 cc). Patients received an average of 1.7 fat grafting sessions (mean cumulative volume 180 cc). At a mean follow-up of 7.7 years, capsular contracture occurred in 6 patients (18.8%): 4 with Baker grade III and 2 with Baker grade II. No cases of severe (grade IV) contracture were observed. Importantly, no patient required salvage autologous reconstruction, and no local recurrences were recorded. Minor donor-site complications (transient edema or ecchymosis) occurred in 18.7% of patients. Subjective satisfaction was uniformly high, with reported improvements in breast softness and contour. Conclusions: Fat grafting appears to be a safe and effective adjunct in maintaining implant-based breast reconstruction after radiotherapy. In this long-term series, lipofilling was associated with a lower incidence of capsular contracture compared with historical rates, absence of severe contracture, and no oncologic events. For selected patients who are not candidates for autologous reconstruction, fat grafting may represent a valuable strategy to preserve implant viability, improve tissue quality, and reduce the need for salvage procedures. Full article
18 pages, 2536 KB  
Article
Agronomic Potential and Limitations of Factory-Derived Tea Waste in Kale Cultivation Under Drought Stress
by Alparslan Oğuz and Hatice Filiz Boyacı
Agronomy 2025, 15(11), 2478; https://doi.org/10.3390/agronomy15112478 (registering DOI) - 25 Oct 2025
Abstract
Plant-derived wastes are increasingly explored as organic matter sources for sustainable agriculture. Tea waste, a by-product of industrial tea processing, is often regarded as an environmental pollutant, yet its potential for agricultural use remains conditional and requires careful evaluation. This study examined the [...] Read more.
Plant-derived wastes are increasingly explored as organic matter sources for sustainable agriculture. Tea waste, a by-product of industrial tea processing, is often regarded as an environmental pollutant, yet its potential for agricultural use remains conditional and requires careful evaluation. This study examined the effects of factory-derived tea waste on kale (Brassica oleracea var. acephala) under drought stress. Plants were grown in soils amended with 5% or 10% tea waste and subjected to mild (75% field capacity) and moderate (50% field capacity) water deficits, compared with full irrigation (100% field capacity). Fifteen morphological and physiological parameters were assessed, and data were analyzed using principal component analysis (PCA) and correlation heatmaps to identify trait associations and stress markers. Drought stress significantly reduced all growth and yield traits, with stronger effects under more severe water deficit. Tea waste generally exacerbated stress impacts, increasing damage indices, reducing plant height, and lowering chlorophyll values. However, 10% tea waste under non-stress conditions increased plant and root dry weights without negatively affecting other traits, suggesting a partial nutrient contribution. In contrast, 5% tea waste aggravated stress effects, likely due to phenolic and caffeine toxicity. Overall, raw tea waste was found to be unsuitable for kale production under drought conditions. To harness its potential, bioactive compounds must be degraded or removed, and the material stabilized through composting or biochar conversion for safe integration into drought-resilient systems. Full article
(This article belongs to the Section Horticultural and Floricultural Crops)
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26 pages, 6325 KB  
Article
Seismic Damage Risk Assessment of Reinforced Concrete Bridges Considering Structural Parameter Uncertainties
by Jiagu Chen, Chao Yin, Tianqi Sun and Jiaxu Li
Coatings 2025, 15(11), 1242; https://doi.org/10.3390/coatings15111242 (registering DOI) - 25 Oct 2025
Abstract
To accurately assess the seismic risk of bridges, this study systematically conducted probabilistic seismic hazard–fragility–risk assessments using a reinforced concrete continuous girder bridge as a case study. First, the CPSHA method from China’s fifth-generation seismic zoning framework was employed to calculate the Peak [...] Read more.
To accurately assess the seismic risk of bridges, this study systematically conducted probabilistic seismic hazard–fragility–risk assessments using a reinforced concrete continuous girder bridge as a case study. First, the CPSHA method from China’s fifth-generation seismic zoning framework was employed to calculate the Peak Ground Acceleration (PGA) with 2%, 10%, and 63% exceedance probabilities over 50 years as 171.16 gal, 98.10 gal, and 28.61 gal, respectively, classifying the site as being with 0.10 g zone (basic intensity VII). Second, by innovatively integrating the Response Surface Method with Monte Carlo simulation, the study efficiently quantified the coupled effects of structural parameter and ground motion uncertainties, a finite element model was established based on OpenSees, and the seismic fragility curves were plotted. Finally, the risk probability of seismic damage was calculated based on the seismic hazard curve method. The results demonstrate that the study area encompasses 46 potential seismic sources according to China’s fifth-generation zoning. The seismic fragility curves clearly show that side piers and their bearings are generally more susceptible to damage than middle piers and their bearings. Over 50 years, the pier risk probabilities for the intact, slight, moderate, severe damage, and collapse are 68.90%, 6.22%, 15.75%, 7.86%, and 1.27%, while the corresponding probabilities of bearing are 3.54%, 44.11%, 25.64%, 7.74%, and 18.97%, indicating significantly higher bearing risks at the moderate damage and collapse levels. The method proposed in this study is applicable to various types of bridges and has high promotion and application value. Full article
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22 pages, 9453 KB  
Article
A Hybrid YOLO and Segment Anything Model Pipeline for Multi-Damage Segmentation in UAV Inspection Imagery
by Rafael Cabral, Ricardo Santos, José A. F. O. Correia and Diogo Ribeiro
Sensors 2025, 25(21), 6568; https://doi.org/10.3390/s25216568 (registering DOI) - 25 Oct 2025
Abstract
The automated inspection of civil infrastructure with Unmanned Aerial Vehicles (UAVs) is hampered by the challenge of accurately segmenting multi-damage in high-resolution imagery. While foundational models like the Segment Anything Model (SAM) offer data-efficient segmentation, their effectiveness is constrained by prompting strategies, especially [...] Read more.
The automated inspection of civil infrastructure with Unmanned Aerial Vehicles (UAVs) is hampered by the challenge of accurately segmenting multi-damage in high-resolution imagery. While foundational models like the Segment Anything Model (SAM) offer data-efficient segmentation, their effectiveness is constrained by prompting strategies, especially for geometrically complex defects. This paper presents a comprehensive comparative analysis of deep learning strategies to identify an optimal deep learning pipeline for segmenting cracks, efflorescences, and exposed rebars. It systematically evaluates three distinct end-to-end segmentation frameworks: the native output of a YOLO11 model; the Segment Anything Model (SAM), prompted by bounding boxes; and SAM, guided by a point-prompting mechanism derived from the detector’s probability map. Based on these findings, a final, optimized hybrid pipeline is proposed: for linear cracks, the native segmentation output of the SAHI-trained YOLO model is used, while for efflorescence and exposed rebar, the model’s bounding boxes are used to prompt SAM for a refined segmentation. This class-specific strategy yielded a final mean Average Precision (mAP50) of 0.593, with class-specific Intersection over Union (IoU) scores of 0.495 (cracks), 0.331 (efflorescence), and 0.205 (exposed rebar). The results establish that the future of automated inspection lies in intelligent frameworks that leverage the respective strengths of specialized detectors and powerful foundation models in a context-aware manner. Full article
(This article belongs to the Special Issue Intelligent Sensors and Artificial Intelligence in Building)
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26 pages, 2244 KB  
Article
Study on Fiber-Fabric Hierarchical Reinforcement for High-Toughness Magnesium Phosphate Cement Composites
by Weipeng Feng, Yuan Fang, Chengman Wang, Peng Cui, Kunde Zhuang, Wenyang Zhang and Zhijun Dong
Polymers 2025, 17(21), 2844; https://doi.org/10.3390/polym17212844 (registering DOI) - 24 Oct 2025
Abstract
Magnesium phosphate cement (MPC) has gained attention in specialized construction applications due to its rapid setting and high early strength, though its inherent brittleness limits structural performance. This study developed an innovative toughening strategy through synergistic reinforcement using hybrid fibers and carbon fiber-reinforced [...] Read more.
Magnesium phosphate cement (MPC) has gained attention in specialized construction applications due to its rapid setting and high early strength, though its inherent brittleness limits structural performance. This study developed an innovative toughening strategy through synergistic reinforcement using hybrid fibers and carbon fiber-reinforced polymer (CFRP) fabric capable of multi-scale crack control. The experimental program systematically evaluated the hybrid fiber system, dosage, and CFRP positioning effects through mechanical testing of 7-day cured specimens. The results indicated that 3.5% fiber dosage optimized flexural–compressive balance (45% flexural gain with <20% compressive reduction), while CFRP integration at 19 mm displacement enhanced flexural capacity via multi-scale reinforcement. Fracture analysis revealed that the combined system increases post-cracking strength by 60% through coordinated crack bridging at micro (fiber) and macro (CFRP) scales. These findings elucidated the mechanisms by which fiber–CFRP interaction mitigates MPC’s brittleness through hierarchical crack control while maintaining its rapid hardening advantages. The study established quantitative design guidelines, showing the fiber composition of CF/WSF/CPS15 = 1/1/1 with 19 mm CFRP placement achieves optimal toughness–flexural balance (ff/fc > 0.38). The developed composite system reduced brittleness through effective crack suppression across scales, confirming its capability to transform fracture behavior from brittle to quasi-ductile. This work advances MPC’s engineering applicability by resolving its mechanical limitations through rationally designed composite systems, with particular relevance to rapid repair scenarios requiring both early strength and damage tolerance, expanding its potential in specialized construction where conventional cement proves inadequate. Full article
(This article belongs to the Section Polymer Fibers)
18 pages, 974 KB  
Article
Preliminary Study of the Genetic Response of Grapevine Buds to a Preventive Natural Polysaccharide-Based Biogel Under Simulated Late Frost Conditions
by Alessandra Zombardo, Simone Garavelloni, Chiara Biselli, Agostino Fricano, Paolo Bagnaresi, Marco Ammoniaci and Mauro Eugenio Maria D’Arcangelo
Agriculture 2025, 15(21), 2219; https://doi.org/10.3390/agriculture15212219 (registering DOI) - 24 Oct 2025
Abstract
Late spring frosts represent a major threat to grapevine (Vitis vinifera L.), a risk increasingly exacerbated by climate change-driven shifts in phenology. To explore sustainable strategies for frost mitigation, this study investigated the effect of a natural polysaccharide-based biogel, derived from carob [...] Read more.
Late spring frosts represent a major threat to grapevine (Vitis vinifera L.), a risk increasingly exacerbated by climate change-driven shifts in phenology. To explore sustainable strategies for frost mitigation, this study investigated the effect of a natural polysaccharide-based biogel, derived from carob (Ceratonia siliqua L.), on the molecular response of grapevine buds exposed to severe cold stress. To this aim, a preliminary RNA-Seq analysis was carried out to compare the transcriptomes of biogel-treated frozen buds (BIOGEL), untreated frozen buds (NTF), and unstressed controls (TNT). The transcriptomic analysis revealed extensive reprogramming of gene expression under freezing stress, highlighting the involvement of pathways related to membrane stabilization, osmotic adjustment, and metabolic regulation. Interestingly, the biogel treatment appeared to attenuate the modulation of several cold-responsive genes, particularly those associated with membrane functionality. Based on these preliminary transcriptomic data, twelve candidate genes, representative of the functional classes affected by biogel treatment, were selected for qRT-PCR validation. The expression patterns confirmed the RNA-Seq trends, further suggesting that biogel application might mitigate the typical transcriptional activation induced by frost, while supporting genes involved in cellular protection and integrity maintenance. The overall analyses suggest that the biogel may act through a dual mechanism: (i) providing a physical barrier that reduces cold-induced cellular damage and stress perception, and (ii) promoting a selective adjustment of gene expression that restrains excessive defense activation while enhancing membrane stability. Although further field validation is required, this natural and biodegradable formulation represents a promising and sustainable tool for mitigating late frost injuries in viticulture. Full article
(This article belongs to the Special Issue Biostimulants for Crop Growth and Abiotic Stress Mitigation)
34 pages, 5331 KB  
Review
Inflammation, Apoptosis, and Fibrosis in Diabetic Nephropathy: Molecular Crosstalk in Proximal Tubular Epithelial Cells and Therapeutic Implications
by Xuanke Liu, Chunjiang Zhang, Yanjie Fu, Linlin Xie, Yijing Kong and Xiaoping Yang
Curr. Issues Mol. Biol. 2025, 47(11), 885; https://doi.org/10.3390/cimb47110885 (registering DOI) - 24 Oct 2025
Abstract
Diabetic nephropathy (DN) remains the leading cause of end-stage renal disease worldwide, with proximal tubular epithelial cells (PTECs) playing a central role in its pathogenesis. Under hyperglycemic conditions, PTECs drive a pathological triad of inflammation, apoptosis, and fibrosis. Recent advances reveal that these [...] Read more.
Diabetic nephropathy (DN) remains the leading cause of end-stage renal disease worldwide, with proximal tubular epithelial cells (PTECs) playing a central role in its pathogenesis. Under hyperglycemic conditions, PTECs drive a pathological triad of inflammation, apoptosis, and fibrosis. Recent advances reveal that these processes interact synergistically to form a self-perpetuating vicious cycle, rather than operating in isolation. This review systematically elucidates the molecular mechanisms underlying this crosstalk in PTECs. Hyperglycemia induces reactive oxygen species (ROS) overproduction, advanced glycation end products (AGEs) accumulation, and endoplasmic reticulum stress (ERS), which collectively activate key inflammatory pathways (NF-κB, NLRP3, cGAS-STING). The resulting inflammatory milieu triggers apoptosis via death receptor and mitochondrial pathways, while apoptotic cells release damage-associated molecular patterns (DAMPs) that further amplify inflammation. Concurrently, fibrogenic signaling (TGF-β1/Smad, Hippo-YAP/TAZ) promotes epithelial–mesenchymal transition (EMT) and extracellular matrix (ECM) deposition. Crucially, the resulting fibrotic microenvironment reciprocally exacerbates inflammation and apoptosis through mechanical stress and hypoxia. Quantitative data from preclinical and clinical studies are integrated to underscore the magnitude of these effects. Current therapeutic strategies are evolving toward multi-target interventions against this pathological network. We contrast the paradigm of monotargeted agents (e.g., Finerenone, SGLT2 inhibitors), which offer high specificity, with that of multi-targeted natural product-based formulations (e.g., Huangkui capsule, Astragaloside IV), which provide synergistic multi-pathway modulation. Emerging approaches (metabolic reprogramming, epigenetic regulation, mechanobiological signaling) hold promise for reversing fibrosis. Future directions include leveraging single-cell technologies to decipher PTEC heterogeneity and developing kidney-targeted drug delivery systems. We conclude that disrupting the inflammation–apoptosis–fibrosis vicious cycle in PTECs is central to developing next-generation therapies for DN. Full article
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