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23 pages, 3868 KB  
Article
A Novel Role of Hyaluronan and Its Membrane Receptors, CD44 and RHAMM, in Obesity-Related Kidney Pathology
by Bingxue Qi, Vishal Musale, Xiong Weng, Ayman K. Banah, Alexander Lawlor, Colin E. Murdoch, Abigail C. Lay, Kate J. Heesom, Richard J. M. Coward, Christopher L. O’Connor, Wenjun Ju, Markus Bitzer, Claire E. Hills, Yang Chen and Li Kang
Biomolecules 2025, 15(11), 1598; https://doi.org/10.3390/biom15111598 (registering DOI) - 14 Nov 2025
Abstract
Obesity-related kidney pathology (ORKP) is a major global issue that contributes to diabetic nephropathy and kidney cancer and leads to chronic/end-stage kidney disease. Current treatments for ORKP are limited because of the incomplete understanding of the disease pathogenesis. Here, we identified a novel [...] Read more.
Obesity-related kidney pathology (ORKP) is a major global issue that contributes to diabetic nephropathy and kidney cancer and leads to chronic/end-stage kidney disease. Current treatments for ORKP are limited because of the incomplete understanding of the disease pathogenesis. Here, we identified a novel role for hyaluronan (HA) and its membrane receptors, CD44 and RHAMM, in this condition. Obesity-induced increases in HA deposition and CD44 and RHAMM expression are detrimental to the kidney via activation of the TGF-β1/Smad2/3, P38/JNK MAPK, and ROCK/ERK pathways, leading to glomerulopathy, tubular injury, inflammation, albuminuria, and elevated serum creatinine concentrations. Either pharmacological or genetic ablation of HA, CD44, or RHAMM reverses these obesity-driven pathologies in vivo. We further established a mechanistic link between renal insulin resistance and ECM remodelling using human kidney cells in vitro, providing insight into the cell type-specific role of HA, CD44, and RHAMM in the pathogenesis of ORKP. Finally, analysis of glomerular and tubular fractions of human kidney biopsy samples revealed increased expression of CD44 and RHAMM in chronic kidney disease and diabetic nephropathy, and their expression correlated with markers of kidney dysfunction. Our findings provide evidence for HA-CD44/RHAMM as a potential therapeutic target in ORKP and subsequent prevention of chronic kidney disease. While previous studies have implicated CD44 and RHAMM in renal disease and fibrosis, our work for the first time provides an integrated analysis of both receptors in the context of ORKP. Full article
(This article belongs to the Special Issue Function and Regulation of Hyaluronan and Hyalectins in Disease)
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20 pages, 1300 KB  
Article
A New Generation of Methods for Obtaining Metal–Ceramic Nanocomposites with Specific Sizes of Metal Nanocrystallites Stable at Elevated Temperatures and Testing the Chemical Properties of the Obtained Nanomaterials
by Rafał Pelka, Ewa Ekiert, Urszula Nowosielecka, Izabela Moszyńska and Roman Jędrzejewski
Appl. Sci. 2025, 15(21), 11752; https://doi.org/10.3390/app152111752 - 4 Nov 2025
Viewed by 273
Abstract
The starting material for this research was a metal–ceramic nanocomposite containing nanocrystalline iron with an average nanocrystallite size equal to 23 nm (based on X-Ray Diffraction; a specific surface area of 9 m2/g by the BET method) and a nanocrystallite size [...] Read more.
The starting material for this research was a metal–ceramic nanocomposite containing nanocrystalline iron with an average nanocrystallite size equal to 23 nm (based on X-Ray Diffraction; a specific surface area of 9 m2/g by the BET method) and a nanocrystallite size distribution standard deviation σ = 15 nm, promoted with hardly reducible oxides (Al2O3, CaO, K2O in total, max. 10 wt%), obtained by melting magnetite with promoter oxides at 1600 °C and reducing the resulting alloy with hydrogen at 500 °C. This material was then oxidized in a controlled manner with water vapor at 425 or 500 °C to achieve different oxidation degrees. Metallic iron remaining in the samples after the oxidizing step was removed by two-stage acid etching. Promoters introduced into the melt ensured the stability of the nanocomposite structure at elevated temperatures. After etching, the iron oxide was reduced with hydrogen at 375 or 500 °C. A series of nanocrystalline iron samples with different nanocrystallite sizes (in the range from 18 to 35 nm; specific surface areas decreased from 32 to 16 m2/g with increasing nanocrystallite size) and a narrowed nanocrystallite size distribution standard deviation σ = 3–5 nm was synthesized, which was then tested in the process of nitriding (at 375 and 500 °C), carburizing (400–550 °C), and oxidation (at 425 and 500 °C). The progress and rate of these reactions were measured in a differential tubular reactor with thermogravimetric measurement of mass changes in the solid sample and catharometric measurement of hydrogen concentration in the gas phase. The scalability of the proposed method was also investigated by conducting measurements on 1, 10, and 100 g samples. The effect of nanocrystallite size on the chemical properties of the tested samples was observed. The nanocomposite samples containing the smallest iron nanocrystallite sizes were found to be the most active in the nitriding reaction and catalytic decomposition of ammonia. All the tested modified samples were at least several times more active in the decomposition of ammonia than the unmodified sample. The practical effect of our work is the presentation and use of a new, more precise method for obtaining nanocrystallites of specific sizes. Full article
(This article belongs to the Special Issue Nanostructured Materials: From Surface to Porous Solids, 2nd Edition)
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17 pages, 2838 KB  
Article
Interference-Free Measurement of Urinary Angiotensin-Converting Enzyme (ACE) Activity: Diagnostic and Therapeutic Monitoring Implications
by Attila Ádám Szabó, Enikő Edit Enyedi, Tamás Bence Pintér, Ivetta Siket Mányiné, Csongor Váradi, Emese Bányai, Attila Tóth, Zoltán Papp and Miklós Fagyas
Biomedicines 2025, 13(10), 2528; https://doi.org/10.3390/biomedicines13102528 - 16 Oct 2025
Viewed by 350
Abstract
Background/Objectives: Urinary angiotensin-converting enzyme (uACE) activity has long been regarded as a promising biomarker for kidney and cardiovascular diseases; however, its clinical applicability has been limited by the presence of endogenous urinary inhibitors and technically demanding assay protocols. We aimed to establish [...] Read more.
Background/Objectives: Urinary angiotensin-converting enzyme (uACE) activity has long been regarded as a promising biomarker for kidney and cardiovascular diseases; however, its clinical applicability has been limited by the presence of endogenous urinary inhibitors and technically demanding assay protocols. We aimed to establish a fast and reproducible method for measuring uACE activity to identify the inhibitory compounds responsible for previous assay failures and to define practical preanalytical conditions suitable for routine laboratory implementation. Methods: A fluorescence-based kinetic assay was optimized for urine samples. Endogenous inhibitors were isolated by membrane filtration and chemically characterized, while the effect of sample dilution was evaluated as a simplified alternative for eliminating inhibitory interference. We assessed the stability of ACE activity under various storage conditions to support reliable measurement. Results: Urea (IC50 = 1.18 M), uric acid (IC50 = 3.61 × 10−3 M), and urobilinogen (IC50 = 2.98 × 10−4 M) were identified as the principal reversible inhibitors, jointly accounting for up to 90% suppression of uACE activity. Their inhibitory effect was effectively eliminated by a 128-fold dilution. ACE activity remained stable for 24 h at 25 °C but was completely lost after freezing. A strong positive correlation between uACE activity and creatinine concentration (r = 0.76, p < 0.0001) justified normalization. ACE activity-to-creatinine ratio turned out to be significantly lower in ACE inhibitor-treated patients than in untreated controls (6.49 vs. 36.69 U/mol, p < 0.0001). Conclusions: Our findings demonstrate that accurate measurement of uACE activity is feasible using a rapid dilution-based protocol. The normalized ACE activity can serve as a practical biomarker for detecting pharmacological ACE inhibition and monitoring therapy adherence in cardiovascular care and may also provide insight into renal pathophysiology such as tubular injury or local RAAS-related processes. Full article
(This article belongs to the Special Issue Renin-Angiotensin System in Cardiovascular Biology, 2nd Edition)
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22 pages, 6640 KB  
Article
Application of Hybrid Ceramic Membranes for Microplastic and Nanoplastic Separation and Improved Wastewater Treatment
by Prashan M. Rodrigo, Emily M. Sims and Raghava R. Kommalapati
Microplastics 2025, 4(4), 76; https://doi.org/10.3390/microplastics4040076 - 15 Oct 2025
Viewed by 481
Abstract
Microplastics, pervasive environmental pollutants with significant health risks, present formidable challenges in wastewater treatment due to their persistence and resistance to conventional removal methods. This study investigates the efficacy of hybrid ceramic membrane filtration for the systematic removal of micro- and nanoplastics from [...] Read more.
Microplastics, pervasive environmental pollutants with significant health risks, present formidable challenges in wastewater treatment due to their persistence and resistance to conventional removal methods. This study investigates the efficacy of hybrid ceramic membrane filtration for the systematic removal of micro- and nanoplastics from wastewater, while evaluating the role of anaerobic digestion as a pretreatment to enhance membrane performance. This study systematically assesses the performance of the 1.4 μm pore-sized flat sheet ceramic membrane and the 1 kDa pore-sized tubular ceramic membrane, respectively, for microplastic and nanoplastic removal in wastewater. Also, the effect of anaerobic digestion was assessed in microplastic separation and quantification. Anaerobic digestion reduced suspended solids by 57–67%. The average microplastic concentration was ~1782 MP L−1. However, anaerobic digestion reduced the average concentration to ~913 MP L−1. The opposite trend was observed in nanoplastic concentrations, which were ~4268 and ~10,066 NP L−1, respectively, for the samples without and with anaerobic digestion. The ceramic membrane flux decreased from ~106.5 to ~25 L m−2 h−1 at a flow rate of 0.4 L min−1 during the collection of 2 L of filtrate. However, anaerobic digestion improved the flux approximately 3 times. The tubular ceramic membrane flux was ~6.1 L m−2 h−1 at a flow rate of 2.0 L min−1, which was reduced by 50% after the ceramic membrane treatment. By overcoming the limitations of conventional microplastic removal methods, such as the inefficiency of residual chemicals or byproducts, hybrid ceramic membrane filtration is a viable option for a scalable, efficient, and sustainable method in controlling microplastic and nanoplastic pollution. Full article
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15 pages, 1965 KB  
Article
Description of the Distinctive Changes in the Colonic Microbiome Associated with Irritable Bowel Syndrome, Uncomplicated Diverticulitis, and Tubular Adenoma
by Ramón Saavedra-Bravo, Alfonso Méndez-Tenorio, Mario Angel López-Luis, Eduardo Alejandro Dávila-Martínez, Marco Antonio Vázquez-Ávila, Lenin García-Gutierrez, Gloria León-Avila, Cindy Bandala, Mónica Alethia Cureño-Díaz, Verónica Fernández-Sánchez, José Antonio Morales-González, Eleazar Lara-Padilla, Javier Mancilla-Ramírez and Gabriela Ibáñez-Cervantes
Biomedicines 2025, 13(10), 2424; https://doi.org/10.3390/biomedicines13102424 - 3 Oct 2025
Viewed by 1176
Abstract
Background: The pathogenesis of various colon-related pathologies, including irritable bowel syndrome, uncomplicated diverticulitis, and tubular adenoma, remains unknown, primarily due to their multifactorial nature. These gastrointestinal diseases are increasing in prevalence in Western countries and are common conditions worldwide. Objective: To [...] Read more.
Background: The pathogenesis of various colon-related pathologies, including irritable bowel syndrome, uncomplicated diverticulitis, and tubular adenoma, remains unknown, primarily due to their multifactorial nature. These gastrointestinal diseases are increasing in prevalence in Western countries and are common conditions worldwide. Objective: To identify intestinal microbiota signs and their associations with the development of colonic pathologies, such as irritable bowel syndrome, uncomplicated diverticulitis, and tubular adenoma. Materials and Methods: An observational, prospective, cross-sectional study was conducted to compare the microbiome among three conditions via 16S rRNA sequencing of biopsy samples obtained via colonoscopy. Results: The microbiome of individuals with tubular adenoma was less diverse than that of patients with diverticulitis and irritable bowel syndrome, with a lower abundance of commensal bacterial genera, such as Catenibacterium, Bifidobacterium, and Faecalibacterium, and an increase in several genera with known pathogenic roles, including Escherichia–Shigella, Fusobacteria, Prevotella, and Haemophilus. No significant association was found between the type of pathology and the total pathogenic or commensal disease score; however, a ratio of 2.54 to pathogenic/commensal was observed in the IBS patient group. In contrast, in the diverticulitis and adenoma patient groups, this ratio was 8. Conclusions: These results provide evidence supporting the proposal that alterations in the colonic microbiome could be involved in various colonic pathogeneses and that an imbalance between commensal and pathogenic populations could be directly related to pathogenesis in the microsystem. It is important to highlight the need for future studies. Full article
(This article belongs to the Section Molecular and Translational Medicine)
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16 pages, 2101 KB  
Article
Structure and Mechanical Properties of Tubular Steel Products Processed by Cold Rotary Swaging
by Dorin Luca, Ion-Adrian Sărbătoare, Corneliu Munteanu, Fabian-Cezar Lupu, Dorian D. Luca and Cătălin-Andrei Țugui
Crystals 2025, 15(10), 836; https://doi.org/10.3390/cryst15100836 - 26 Sep 2025
Viewed by 402
Abstract
Rotary swaging (RS) is applied for the manufacturing of bars, stepped shafts, tubes with complex internal profiles, bimetallic composites, and similar products. This process falls under the category of severe plastic deformation (SPD) methods, which produce ultrafine-grained materials that provide superior properties in [...] Read more.
Rotary swaging (RS) is applied for the manufacturing of bars, stepped shafts, tubes with complex internal profiles, bimetallic composites, and similar products. This process falls under the category of severe plastic deformation (SPD) methods, which produce ultrafine-grained materials that provide superior properties in service. Our study investigated the effect of cold RS on the structure, grain size, and microhardness of AISI 304 stainless steel and CK45 carbon steel. Tubular specimens were processed by RS with the purpose of obtaining conical parts with a closed end, achieving a maximum reduction of nearly 44%. Samples were taken by longitudinal sectioning along the diameter from three zones with different degrees of deformation and subjected to structural analysis using scanning electron microscopy (SEM). The investigations were complemented by microhardness measurements in the axial direction for samples of both steels. The resulting structures revealed material texturing and a continuous decrease in grain size with increasing swaging ratio. The average grain size was reduced by approximately 46% in AISI 304 steel and by around 50% in CK45 steel. The microhardness of the materials increased by about 179% for AISI 304 steel and by approximately 95% for CK45 steel. The obtained results are discussed, highlighting the effect of cold RS processing on the two steels studied. Full article
(This article belongs to the Special Issue Microstructure and Mechanical Properties of Alloys and Composites)
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19 pages, 2773 KB  
Article
Study of the System of Two Parallel Reactions—Carburization of Nanocrystalline Iron and Formation of a Carbon Deposit
by Rafał J. Pelka and Ewa A. Ekiert
Crystals 2025, 15(9), 823; https://doi.org/10.3390/cryst15090823 - 19 Sep 2025
Viewed by 449
Abstract
The reaction system of nanocrystalline iron carburization and carbon deposit formation as an example of a parallel chemical reaction was studied. The main measurement procedure was the Chemical Potential Programmed Reaction method, according to which the course of a chemical reaction in this [...] Read more.
The reaction system of nanocrystalline iron carburization and carbon deposit formation as an example of a parallel chemical reaction was studied. The main measurement procedure was the Chemical Potential Programmed Reaction method, according to which the course of a chemical reaction in this particular case was controlled by the methane–hydrogen mixtures of precisely selected variable composition. The measurements were performed in a tubular differential flow reactor with thermogravimetric measurement and analysis of the gas phase composition at a temperature of 650 °C under atmospheric pressure. In the current research, by measuring the mass of the solid sample at changing carburizing potential and after balancing the reacting system, the reaction rates of parallel iron carburization and carbon deposit formation were precisely determined using the model of the reaction of a nanocrystalline substance with the gas phase in states close to chemical equilibrium. The reaction rate constants for those reactions were estimated as well based on model equations. Full article
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25 pages, 8085 KB  
Article
Neural Network-Based Prediction of Compression Behaviour in Steel–Concrete Composite Adapter for CFDST Lattice Turbine Tower
by Shi-Chao Wei, Hao Wen, Ji-Zhi Zhao, Yu-Sen Liu, Yong-Jun Duan and Cheng-Po Wang
Buildings 2025, 15(17), 3103; https://doi.org/10.3390/buildings15173103 - 29 Aug 2025
Viewed by 577
Abstract
The prestressed concrete-filled double skin steel tube (CFDST) lattice tower has emerged as a promising structural solution for large-capacity wind turbine systems due to its superior load-bearing capacity and economic efficiency. The steel–concrete composite adapter (SCCA) is a key component that connects the [...] Read more.
The prestressed concrete-filled double skin steel tube (CFDST) lattice tower has emerged as a promising structural solution for large-capacity wind turbine systems due to its superior load-bearing capacity and economic efficiency. The steel–concrete composite adapter (SCCA) is a key component that connects the upper tubular steel tower to the lower lattice segment, transferring axial loads. However, the compressive behaviour of the SCCA remains underexplored due to its complex multi-shell configuration and steel–concrete interaction. This study investigates the axial compression behaviour of SCCAs through refined finite element simulations, identifying diagonal extrusion as the typical failure mode. The analysis clarifies the distinct roles of the outer and inner shells in confinement, highlighting the dominant influence of outer shell thickness and concrete strength. A sensitivity-based parametric study highlights the significant roles of outer shell thickness and concrete strength. To address the high cost of FE simulations, a 400-sample database was built using Latin Hypercube Sampling and engineering-grade material inputs. Using this dataset, five neural networks were trained to predict SCCA capacity. The Dropout model exhibited the best accuracy and generalization, confirming the feasibility of physics-informed, data-driven prediction for SCCAs and outperforming traditional empirical approaches. A graphical prediction tool was also developed, enabling rapid capacity estimation and design optimization for wind turbine structures. This tool supports real-time prediction and multi-objective optimization, offering practical value for the early-stage design of composite adapters in lattice turbine towers. Full article
(This article belongs to the Section Building Structures)
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14 pages, 6375 KB  
Article
Sex Differences in the Initiation and Progression of Necroptosis Following Kidney Ischemia–Reperfusion Injury
by Minh H. Tran, Colby L. Parris, Catherin Liu, Andrea Oropeza, Carlos Esquivel, Alka Rani, Yingxiang Fan, Liying Fu, Jacentha Buggs and Lei Wang
Biomedicines 2025, 13(9), 2085; https://doi.org/10.3390/biomedicines13092085 - 27 Aug 2025
Viewed by 851
Abstract
Background: Ischemia–reperfusion injury (IRI) is a major contributor to acute kidney injury (AKI). While the precise mechanisms of AKI are still incompletely defined, extensive evidence highlights tubular cell injury and death as key factors in its development. Necroptosis has recently emerged as a [...] Read more.
Background: Ischemia–reperfusion injury (IRI) is a major contributor to acute kidney injury (AKI). While the precise mechanisms of AKI are still incompletely defined, extensive evidence highlights tubular cell injury and death as key factors in its development. Necroptosis has recently emerged as a critical pathway in the pathogenesis of ischemia–reperfusion-induced AKI (IR-AKI). Although sex differences in susceptibility to IR-AKI have been reported, it remains unclear whether there are sex differences in necroptosis dynamics and whether these differences underlie the observed sexual dimorphism in kidney IRI. This study aimed to address these questions. Methods: male and female C57BL/6 J mice were subjected to AKI via ischemia induced by bilateral renal pedicle clamping for 18 min at 37 °C. Plasma, urine, and kidney samples were collected at 0 h, 3 h, 6 h, 12 h, 24 h, 48 h, and 72 h post-reperfusion. Kidney injury and function were assessed by measuring plasma creatinine (PCr), blood urea nitrogen (BUN) levels, and histological damage (PAS and cleaved caspase3 staining). Necroptosis activation was assessed by quantifying phosphorylated forms of key markers: p-RIPK1 and p-MLKL. To explore the role of sex hormones in regulating necroptosis dynamics, ovariectomized female mice were subjected to the same IR-AKI protocol, and their kidney injury and functional outcomes were compared with those of intact counterparts. Results: The PCr was 0.35 ± 0.04 and 0.32 ± 0.06 mg/dL for males and females, respectively, at 3 h of IR. The levels exponentially increased to 2.05 ± 0.18 at 48 h post-reperfusion in the males but only gradually to 0.94 ± 0.13 mg/dL in females. Necroptosis activation began as early as 3 h post-IR in males but was delayed until ~6 h in females. Males exhibited stronger and more sustained necroptosis activation than females, showing elevated phosphorylation levels of pRIPK1 and pMLKL in Western blot. Female sex hormone deficiency exacerbated the female response to IR-induced injury, which reduced the sex difference in the dynamic of the necroptotic activation and subsequent kidney injury. To our knowledge, this is the first study to characterize sex differences in the initiation and progression of necroptosis and subsequent injury in a mouse model of IR-AKI. Conclusions: Our findings reveal distinct temporal patterns of programmed cell death between sexes. Necroptosis-targeted therapies require early intervention in males, which can be delayed in females after IR-AKI, highlighting the need for sex-specific therapeutic windows. Full article
(This article belongs to the Section Molecular and Translational Medicine)
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19 pages, 12652 KB  
Article
Automated Arch Profile Extraction from Point Clouds and Its Application in Arch Bridge Construction Monitoring
by Xiaojun Wei, Yang Liu, Xianglong Zuo, Jiwei Zhong, Yihua Yuan, Yafei Wang, Cheng Li and Yang Zou
Buildings 2025, 15(16), 2912; https://doi.org/10.3390/buildings15162912 - 17 Aug 2025
Viewed by 692
Abstract
Accurate extraction of the arch profile, the key spatial geometric parameter of the core load-bearing component in arch bridges, is crucial for construction process control and for achieving the designed final bridge configuration. To overcome the limitations of existing methods—geometric information loss, sensitivity [...] Read more.
Accurate extraction of the arch profile, the key spatial geometric parameter of the core load-bearing component in arch bridges, is crucial for construction process control and for achieving the designed final bridge configuration. To overcome the limitations of existing methods—geometric information loss, sensitivity to noise, and inefficiency—when extracting continuous, precise profiles from point clouds of complex spatially curved arch ribs, this paper proposes a multi-step point cloud processing workflow. The approach integrates geometric feature constraints specific to arch bridges to enable automated, high-precision extraction of the arch profile during construction. The approach comprises three steps. First, arch point cloud subset partitioning: the primitive arch point cloud is efficiently divided using parameters from down-sampling arch point cloud data. Second, component segmentation: a Random Sample Consensus (RANSAC) algorithm, optimized with cylindrical geometric constraints, is then employed to precisely segment the point cloud of individual arch tube components from each subset point cloud. Third, arch profile extraction: the geometric invariance of the bottom edge of each arch tube is leveraged to identify feature points via local coordinate system transformation and longitudinal constraints. These feature points are then spliced together to reconstruct the complete arch profile. The proposed method is employed in multiple construction stages of a concrete-filled steel tubular (CFST) arch bridge and quantifies the vertical deformation between adjacent stages. Compared with Total Station (TS) measurements, the average error ranged from 0.24 mm to 4.13 mm, with an overall average error of 2.105 mm, demonstrating accuracy and reliability. Full article
(This article belongs to the Section Construction Management, and Computers & Digitization)
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20 pages, 4870 KB  
Article
Histological and Immunohistochemical Evidence in Hypothermia-Related Death: An Experimental Study
by Emina Dervišević, Nina Čamdžić, Edina Lazović, Adis Salihbegović, Francesco Sessa, Hajrudin Spahović and Stefano D’Errico
Int. J. Mol. Sci. 2025, 26(15), 7578; https://doi.org/10.3390/ijms26157578 - 5 Aug 2025
Viewed by 1034
Abstract
Hypothermia-related deaths present significant diagnostic challenges due to non-specific and often inconsistent autopsy findings. This study investigated the histological and immunohistochemical alterations associated with primary and secondary hypothermia in an experimental Rattus norvegicus model, focusing on the effects of benzodiazepine and alcohol ingestion. [...] Read more.
Hypothermia-related deaths present significant diagnostic challenges due to non-specific and often inconsistent autopsy findings. This study investigated the histological and immunohistochemical alterations associated with primary and secondary hypothermia in an experimental Rattus norvegicus model, focusing on the effects of benzodiazepine and alcohol ingestion. Twenty-one male rats were divided into three groups: control (K), benzodiazepine-treated (B), and alcohol-treated (A). After two weeks of substance administration, hypothermia was induced and multiple organ samples were analyzed. Histologically, renal tissue showed hydropic and vacuolar degeneration, congestion, and acute tubular injury across all groups, with no significant differences in E-cadherin expression. Lung samples revealed congestion, emphysema, and hemorrhage, with more pronounced vascular congestion in the alcohol and benzodiazepine groups. Cardiac tissue exhibited vacuolar degeneration and protein denaturation, particularly in substance-exposed animals. The spleen showed preserved architecture but increased erythrocyte infiltration and significantly elevated myeloperoxidase (MPO)-positive granulocytes in the intoxicated groups. Liver samples demonstrated congestion, focal necrosis, and subcapsular hemorrhage, especially in the alcohol group. Immunohistochemical analysis revealed statistically significant differences in MPO expression in both lung and spleen tissues, with the highest levels observed in the benzodiazepine group. Similarly, CK7 and CK20 expression in the gastroesophageal junction was significantly elevated in both alcohol- and benzodiazepine-treated animals compared to the controls. In contrast, E-cadherin expression in the kidney did not differ significantly among the groups. These findings suggest that specific histological and immunohistochemical patterns, particularly involving pulmonary, cardiac, hepatic, and splenic tissues, may help differentiate primary hypothermia from substance-related secondary hypothermia. The study underscores the value of integrating toxicological, histological, and molecular analyses to enhance the forensic assessment of hypothermia-related fatalities. Future research should aim to validate these markers in human autopsy series and explore additional molecular indicators to refine diagnostic accuracy in forensic pathology. Full article
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31 pages, 3315 KB  
Article
Searching for the Best Artificial Neural Network Architecture to Estimate Column and Beam Element Dimensions
by Ayla Ocak, Gebrail Bekdaş, Sinan Melih Nigdeli, Umit Işıkdağ and Zong Woo Geem
Information 2025, 16(8), 660; https://doi.org/10.3390/info16080660 - 1 Aug 2025
Viewed by 581
Abstract
The cross-sectional dimensions of structural elements in a structure are design elements that need to be carefully designed and are related to the stiffness of the structure. Various optimization processes are applied to determine the optimum cross-sectional dimensions of beams or columns in [...] Read more.
The cross-sectional dimensions of structural elements in a structure are design elements that need to be carefully designed and are related to the stiffness of the structure. Various optimization processes are applied to determine the optimum cross-sectional dimensions of beams or columns in structures. By repeating the optimization processes for multiple load scenarios, it is possible to create a data set that shows the optimum design section properties. However, this step means repeating the same processes to produce the optimum cross-sectional dimensions. Artificial intelligence technology offers a short-cut solution to this by providing the opportunity to train itself with previously generated optimum cross-sectional dimensions and infer new cross-sectional dimensions. By processing the data, the artificial neural network can generate models that predict the cross-section for a new structural element. In this study, an optimization process is applied to a simple tubular column and an I-section beam, and the results are compiled to create a data set that presents the optimum section dimensions as a class. The harmony search (HS) algorithm, which is a metaheuristic method, was used in optimization. An artificial neural network (ANN) was created to predict the cross-sectional dimensions of the sample structural elements. The neural architecture search (NAS) method, which incorporates many metaheuristic algorithms designed to search for the best artificial neural network architecture, was applied. In this method, the best values of various parameters of the neural network, such as activation function, number of layers, and neurons, are searched for in the model with a tool called HyperNetExplorer. Model metrics were calculated to evaluate the prediction success of the developed model. An effective neural network architecture for column and beam elements is obtained. Full article
(This article belongs to the Special Issue Optimization Algorithms and Their Applications)
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7 pages, 732 KB  
Article
Analysis of LINE-1 DNA Methylation in Colorectal Cancer, Precancerous Lesions, and Adjacent Normal Mucosa
by Inga Kildusiene, Ryte Rynkeviciene, Auguste Kaceniene, Rima Miknaite, Kestutis Suziedelis and Giedre Smailyte
Medicina 2025, 61(7), 1243; https://doi.org/10.3390/medicina61071243 - 10 Jul 2025
Viewed by 918
Abstract
Background and Objectives: Colorectal cancer (CRC) is a major cause of cancer morbidity and mortality worldwide. Genetic and epigenetic changes, especially DNA methylation alterations, are key in CRC development. LINE-1 hypomethylation marks global DNA methylation loss and genomic instability, making it a [...] Read more.
Background and Objectives: Colorectal cancer (CRC) is a major cause of cancer morbidity and mortality worldwide. Genetic and epigenetic changes, especially DNA methylation alterations, are key in CRC development. LINE-1 hypomethylation marks global DNA methylation loss and genomic instability, making it a potential early CRC biomarker. This study investigates the methylation status of LINE-1 in colorectal adenocarcinoma, precancerous lesions (tubular and serrated adenomas), and the surrounding normal mucosa, aiming to elucidate its role as an epigenetic marker in early colorectal tumorigenesis. Materials and Methods: Paired lesion and normal tissue samples from 66 patients were analyzed for LINE-1 methylation at three CpG sites using bisulfite pyrosequencing. Results: Adenocarcinomas and tubular adenomas showed significant hypomethylation, especially at loci A and B, while serrated adenomas exhibited no significant differences. Conclusions: LINE-1 hypomethylation is associated with colorectal tumorigenesis, with distinct patterns observed between tubular and serrated adenomas, indicating distinct pathways forming and progressing specific adenomas. These findings support the potential of LINE-1 methylation as an early epigenetic biomarker for CRC risk stratification and highlight the need for further research into its clinical utility. Full article
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10 pages, 228 KB  
Article
Dipstick Proteinuria and Hematuria as Triggers for Manual Microscopic Review in Nephrology Patients
by Priscila Aparecida Correa Freitas, Yasmini Dandara Silva da Silva, José Antonio Tesser Poloni, Francisco José Veríssimo Veronese and Luiz Felipe Santos Gonçalves
J. Clin. Med. 2025, 14(13), 4522; https://doi.org/10.3390/jcm14134522 - 26 Jun 2025
Viewed by 1243
Abstract
Background/Objectives: Automation improves efficiency in laboratory workflow but may fail to detect clinically relevant abnormalities in patients with nephropathy. This study aimed to identify dipstick parameters associated with nephropathy-related sediment findings and to propose practical criteria to guide manual microscopy review based on [...] Read more.
Background/Objectives: Automation improves efficiency in laboratory workflow but may fail to detect clinically relevant abnormalities in patients with nephropathy. This study aimed to identify dipstick parameters associated with nephropathy-related sediment findings and to propose practical criteria to guide manual microscopy review based on these associations. Methods: Urine samples from in- and outpatients, primarily from the nephrology unit, were collected at a university hospital from July 2022 to September 2023. Samples were analyzed within two hours using LabUMat 2 and UriSed 3 analyzers. Manual microscopy was performed on all specimens by two experienced technicians. Sediments were classified as suggestive or not of nephropathy based on hematuria with dysmorphism, hyaline and pathological casts, lipiduria, or renal tubular epithelial cells. Results: Of 503 samples, 146 (29%) showed sediment findings indicative of nephropathy, which were significantly associated with dipstick positivity for protein and blood. Among nephropathy samples, 71.2% had protein ≥1+ or blood ≥2+. Using this combination as a criterion for manual sediment review yielded a sensitivity of 71.2%, a specificity of 73.9%, and a 3.84-fold increased relative risk of detecting nephropathy-related elements (p < 0.001). The criteria performed best among nephrology outpatients, with sensitivity of 79.5%, specificity of 63.9%, and relative risk of 3.91 (p < 0.001). Conclusions: Dipstick protein ≥1+ or blood ≥2+ helps identify patients who may benefit from manual sediment review, supporting diagnostic accuracy in nephropathy. Each institution should define its criteria based on patient profile, analytical methods, and workflow. Full article
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Article
Hydrophobic Boron Nitride Nanoflower Coatings on Mild Steel Surfaces
by Aamir Nadeem, Muhammad Faheem Maqsood, Mohsin Ali Raza, Syed Muhammad Zain Mehdi and Shahbaz Ahmad
Surfaces 2025, 8(3), 42; https://doi.org/10.3390/surfaces8030042 - 25 Jun 2025
Viewed by 1130
Abstract
Growing demand for chemically resistant, thermally stable, and anti-icing coatings has intensified interest in boron nitride (BN)-based materials and surface coatings. In this study, BN coatings were developed on mild steel (MS) via chemical vapour deposition (CVD) at 1200 °C for 15, 30, [...] Read more.
Growing demand for chemically resistant, thermally stable, and anti-icing coatings has intensified interest in boron nitride (BN)-based materials and surface coatings. In this study, BN coatings were developed on mild steel (MS) via chemical vapour deposition (CVD) at 1200 °C for 15, 30, and 60 min, and their structural, surface, and water-repellent characteristics were evaluated. X-ray diffraction (XRD) and Fourier-transform infrared (FTIR) spectroscopy confirmed the successful formation of BN, while water contact angle measurements indicated high hydrophobicity, demonstrating excellent barrier properties. Scanning electron microscopy (SEM) revealed morphological evolution from flower- and needle-like BN structures in the sample placed in the CVD furnace for 15 min to dense, coral-like, and tubular networks in the samples placed for 30 and 60 min. These findings highlight that BN coatings, particularly the one obtained after 30 min of deposition, have a high hydrophobic character following the Cassie–Baxter model and can be used for corrosion resistance and anti-icing on MS, making them ideal for industrial applications requiring long-lasting protection. Full article
(This article belongs to the Special Issue Surface Engineering of Thin Films)
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