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10 pages, 837 KiB  
Article
HIF-1A Expression in Placenta of Pregnancies Complicated with Preeclampsia and Fetal Growth Restriction
by Choo Xiang Tan, Hannah Xin Yi Yeoh, Nur Aqilah Amani Mohamad Tazilan, Jonathan Wei De Tan, Nurwardah Alfian, Haliza Zakaria, Shamsul Azhar Shah, Rahana Abd Rahman, Yin Ping Wong and Geok Chin Tan
Diagnostics 2025, 15(15), 1843; https://doi.org/10.3390/diagnostics15151843 - 22 Jul 2025
Viewed by 292
Abstract
Background: The worldwide prevalence of FGR is about 13% and can lead to various adverse perinatal outcomes, including preterm birth, stillbirth, and neonatal mortality. Hypoxia-Inducible Factor-1 (HIF-1) is an important regulator of oxygen homeostasis in humans and is crucial for placental development. [...] Read more.
Background: The worldwide prevalence of FGR is about 13% and can lead to various adverse perinatal outcomes, including preterm birth, stillbirth, and neonatal mortality. Hypoxia-Inducible Factor-1 (HIF-1) is an important regulator of oxygen homeostasis in humans and is crucial for placental development. The aim of this study is to determine the pattern of HIF-1A expression in placenta, and to correlate its association with preeclampsia, fetal growth restriction and adverse perinatal outcomes. Methods: This study comprised a total of 158 cases with 42 cases of mother having babies with fetal growth restriction (FGR), 39 cases of mother with preeclampsia (PE), 35 cases of mother with preeclampsia and fetal growth restriction and 42 controls. The expression of HIF-1A was evaluated in various placental cell types, including cytotrophoblasts, syncytiotrophoblasts, fetal endothelial cells, maternal endothelial cells, and decidual cells. Results: The expression of HIF-1A in placental decidual cells of mother with FGR (21/42, 50%, p < 0.0001), PE (25/39, 64.1%, p < 0.0001) and PE with FGR (12/35, 34.3%, p < 0.0001) were significantly increased compared to controls (1/42). Intriguingly, HIF-1A expression was significantly reduced in the placental cytotrophoblasts and syncytiotrophoblasts of mother with PE and FGR (2/35, 5.7%) compared to PE alone (11/39, 28.2%) (p = 0.0142). Conclusions: We found that increased HIF-1A expression in the nuclei of decidual cells was observed in the mothers of babies with FGR, both with and without PE. While HIF-1A expression in the cytotrophoblasts and syncytiotrophoblasts was significantly reduced between mothers with PE and mothers with PE and FGR. This suggests HIF-1A expression might play a role in the pathogenesis of FGR. Full article
(This article belongs to the Special Issue New Trends in the Diagnosis of Gynecological and Obstetric Diseases)
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24 pages, 11394 KiB  
Article
A Comprehensive Experimental, Simulation, and Characterization Mechanical Analysis of Ecoflex and Its Formulation Under Uniaxial Testing
by Ranjith Janardhana, Fazli Akram, Zeynel Guler, Akanksha Adaval and Nathan Jackson
Materials 2025, 18(13), 3037; https://doi.org/10.3390/ma18133037 - 26 Jun 2025
Viewed by 550
Abstract
The current study focuses on the manufacturing and characterization of various forms of Ecoflex and their composites to improve the mechanical properties and surface texture, specifically for use in wearable sensors and electronic skin applications. Various types of Ecoflex elastomers were mixed to [...] Read more.
The current study focuses on the manufacturing and characterization of various forms of Ecoflex and their composites to improve the mechanical properties and surface texture, specifically for use in wearable sensors and electronic skin applications. Various types of Ecoflex elastomers were mixed to form blended composite materials, which could be used to tune the mechanical properties. Experimental and simulation methods were conducted to understand the mechanical behavior and material properties of the manufactured samples under large deformation (1200% strain) by various dynamic loading conditions. Further, the surface conditions of specimens were analyzed and evaluated using scanning electron microscopy and contact angle goniometer. The Yeoh model reasonably predicts the viscoelastic and hysteresis behavior of Ecoflex and its composites in accordance with the experimental data for small and large strain. The surface smoothness and moisture-resistant properties of the material surface were enhanced up to a contact angle of 127° (maximum) by adding x = 15 wt% of surface tension diffusers, with a slight compromise in stretchability. This comprehensive investigation and database of Ecoflex–Ecoflex composite can guide and help researchers in selecting and applying the most appropriate Ecoflex/blended solutions for a specific application, while providing insight into the mechanics of materials of blended materials. Full article
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54 pages, 904 KiB  
Review
Gut Feelings: How Microbes, Diet, and Host Immunity Shape Disease
by Benjamin Frederick Theis, Jun Sung Park, Jong Sung Anthony Kim, Sareh Zeydabadinejad, Matam Vijay-Kumar, Beng San Yeoh and Piu Saha
Biomedicines 2025, 13(6), 1357; https://doi.org/10.3390/biomedicines13061357 - 31 May 2025
Viewed by 1529
Abstract
The human gut microbiome is intricately linked to systemic and organ-specific immune responses and is highly responsive to dietary modulation. As metagenomic techniques enable in-depth study of an ever-growing number of gut microbial species, it has become increasingly feasible to decipher the specific [...] Read more.
The human gut microbiome is intricately linked to systemic and organ-specific immune responses and is highly responsive to dietary modulation. As metagenomic techniques enable in-depth study of an ever-growing number of gut microbial species, it has become increasingly feasible to decipher the specific functions of the gut microbiome and how they may be modulated by diet. Diet exerts both supportive and selective pressures on the gut microbiome by regulating a multitude of factors, including energy density, macronutrient and micronutrient content, and circadian rhythm. The microbiome, in turn, contributes to local and systemic immune responses by providing colonization resistance against pathogens, shaping immune cell activity and differentiation, and facilitating the production of bioactive metabolites. Emerging research has strengthened the connections between the gut microbiome and cardiometabolic disorders (e.g., cardiovascular disease, obesity, type-2 diabetes), autoimmune conditions (e.g., type-1 diabetes, rheumatoid arthritis, celiac disease), respiratory disease, chronic kidney and liver disease, inflammatory bowel disease, and neurological disorders (e.g., Alzheimer’s, Parkinson’s disease, depressive disorders). Here, we outline ways in which dietary factors impact host response in diseases through alterations of gut microbiome functionality and composition. Consideration of diet-mediated microbial effects within the context of the diseases discussed highlights the potential of microbiome-targeted treatment strategies as alternative or adjunct therapies to improve patient outcomes. Full article
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32 pages, 13423 KiB  
Article
MicroRNA-142-3p Overcomes Drug Resistance in Hepatocellular Carcinoma by Targeting YES1 and TWF1
by Khadijeh Mahboobnia, Tasnuva D. Kabir, Rui Hou, Peiwen Liu, Alistair Forrest, Dianne J. Beveridge, Kirsty L. Richardson, Lisa M. Stuart, George C. Yeoh and Peter J. Leedman
Int. J. Mol. Sci. 2025, 26(9), 4161; https://doi.org/10.3390/ijms26094161 - 27 Apr 2025
Cited by 1 | Viewed by 860
Abstract
Resistance to tyrosine kinase inhibitors (TKIs, e.g., sorafenib and lenvatinib) presents a significant hurdle for hepatocellular carcinoma (HCC) treatment, underscoring the need to decipher the underlying mechanisms for improved therapeutic strategies. MicroRNAs (miRNAs) have emerged as critical modulators in HCC progression and TKI [...] Read more.
Resistance to tyrosine kinase inhibitors (TKIs, e.g., sorafenib and lenvatinib) presents a significant hurdle for hepatocellular carcinoma (HCC) treatment, underscoring the need to decipher the underlying mechanisms for improved therapeutic strategies. MicroRNAs (miRNAs) have emerged as critical modulators in HCC progression and TKI resistance. In this study, we report a positive correlation between the expression levels of a tumor suppressor miRNA, miR-142-3p, and increased sensitivity to sorafenib and lenvatinib, supported by clinical data from the BIOSTORM HCC cohort. Overexpression of miR-142-3p in TKI-resistant HCC cells significantly inhibited proliferation and colony formation, induced apoptosis, increased cell cycle arrest at the G2 phase, and reduced migration and invasion by reversing epithelial–mesenchymal transition. Notably, combining miR-142-3p with lenvatinib synergistically inhibited growth in both inherent and acquired TKI-resistant HCC cells by modulating critical signaling pathways, including STAT3, PI3K/AKT, MAPK, YAP1, and by impeding autophagic influx. RNA-sequencing of a TKI-resistant HCC cell line ± miR-142-3p overexpression identified YES1 and TWF1 as direct downstream target genes of miR-142-3p, both of which are key genes associated with drug resistance in HCC. Small interfering RNA (siRNA)-mediated knockdown of these genes mirrored the antitumor effects of miR-142-3p and enhanced TKI sensitivity, with YES1 knockdown decreasing YAP1 phosphorylation, and TWF1 knockdown inhibiting autophagy. Collectively, these findings indicate that restoring miR-142-3p expression or targeting its downstream effectors YES1 and TWF1 offers a promising strategy to overcome drug resistance and improve therapeutic outcome in HCC. Full article
(This article belongs to the Special Issue Regulation by Non-Coding RNAs 2025)
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24 pages, 3945 KiB  
Article
Medicinal Phytocompounds as Potential Inhibitors of p300-HIF1α Interaction: A Structure-Based Screening and Molecular Dynamics Simulation Study
by Muhammad Suleman, Abrar Mohammad Sayaf, Sohail Aftab, Mohammed Alissa, Abdullah Alghamdi, Suad A. Alghamdi, Mohammed A. Alshehri, Kar Kheng Yeoh, Sergio Crovella and Abdullah A. Shaito
Pharmaceuticals 2025, 18(4), 602; https://doi.org/10.3390/ph18040602 - 21 Apr 2025
Cited by 2 | Viewed by 868
Abstract
Background: Hypoxia plays a key role in cancer progression, mainly by stabilizing and activating hypoxia-inducible factor-1 (HIF-1). For HIF-1 to function under low oxygen conditions, it must interact with the transcriptional coactivator p300, a critical step for promoting cancer cell survival and adaptation [...] Read more.
Background: Hypoxia plays a key role in cancer progression, mainly by stabilizing and activating hypoxia-inducible factor-1 (HIF-1). For HIF-1 to function under low oxygen conditions, it must interact with the transcriptional coactivator p300, a critical step for promoting cancer cell survival and adaptation in hypoxic environments. Methods: Consequently, we used drug design and molecular simulation techniques to screen phytochemical databases, including traditional Chinese and African medicine sources, for compounds that could disrupt the p300/HIF-1 interaction. Results: In this study, we identified potential compounds with high docking scores such as EA-176920 (−8.719), EA-46881231 (−8.642), SA-31161 (−9.580), SA-5280863 (−8.179), NE-5280362 (−10.287), NE-72276 (−9.017), NA-11210533 (−10.366), NA-11336960 (−7.818), TCM-5281792 (−12.648), and TCM-6441280 (−9.470 kcal/mol) as lead compounds. Furthermore, the compound with the highest docking score from each database (EA-176920, SA-31161, NE-5280362, NA-11210533, and TCM-5281792) was subjected to further analysis. The stable binding affinity of these compounds with p300 was confirmed by Post-simulation binding free energy (−22.0020 kcal/mol, −25.4499 kcal/mol, −32.4530 kcal/mol, −33.9918 kcal/mol, and −57.7755 kcal/mol, respectively) and KD analysis. Moreover, the selected compounds followed the Lipinski rules with favorable ADMET properties like efficient intestinal absorption, high water solubility, and no toxicity. Conclusions: Our findings highlight the potential of natural compounds to target key protein–protein interactions in cancer and lay the groundwork for future in vitro and in vivo studies to explore their therapeutic potential. Specifically, disrupting the p300/HIF-1 interaction could interfere with hypoxia-driven pathways that promote tumor growth, angiogenesis, and metastasis, offering a promising strategy to suppress cancer progression at the molecular level. Full article
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12 pages, 543 KiB  
Article
Evaluation of Quality of Record-Keeping and Root Canal Therapy Performed by Two Predoctoral Cohorts
by Wei Chun Yeoh, Chun Giok Koay, Genevieve Yuiin Sze Kong, Emilyn Wenqi Gan, Rikan Libat, Muneer Gohar Babar and Abhishek Parolia
Dent. J. 2025, 13(4), 174; https://doi.org/10.3390/dj13040174 - 19 Apr 2025
Viewed by 686
Abstract
Objectives: A retrospective clinical audit was carried out to evaluate and compare the quality of record-keeping (QRK) and quality of root canal therapy (QRCT) performed by 4th-year and 5th-year predoctoral students. Methods: Electronic records and periapical radiographs of 702 root canal treated teeth [...] Read more.
Objectives: A retrospective clinical audit was carried out to evaluate and compare the quality of record-keeping (QRK) and quality of root canal therapy (QRCT) performed by 4th-year and 5th-year predoctoral students. Methods: Electronic records and periapical radiographs of 702 root canal treated teeth performed by 4th-year and 5th-year predoctoral students from July 2018 to December 2021 were evaluated in compliance with standard European Society of Endodontology (ESE) and American Association of Endodontists (AAE) guidelines. Associations between the QRK and the QRCT were statistically analysed using the chi-square test (p < 0.05). Results: Overall acceptability of the QRK and the QRCT was 72.08% and 50.57%, respectively. The reference point of working length was the most common criterion not recorded (33.91%). No significant difference was observed in the QRK between 4th-year (76.05%) and 5th-year (69.70%) students (p = 0.226), as well as the QRCT between 4th-year (51.33%) and 5th-year (50.11%) students (p = 0.755). Acceptable root canal fillings were significantly higher in anterior teeth (57.48%) than in posterior teeth (47.54%) (p = 0.015). Satisfactory QRK was significantly associated with satisfactory QRCT (p = 0.046). Conclusions: Both predoctoral cohorts showed no difference in QRK and QRCT. However, QRK was better than QRCT. Comprehensive and accurate record-keeping positively impacted the QRCT. Full article
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28 pages, 8808 KiB  
Article
Design and Dimension Optimization of Rigid–Soft Hand Function Rehabilitation Robots
by Rui Zhang, Meng Ning, Yuqian Wang and Jun Yang
Machines 2025, 13(4), 311; https://doi.org/10.3390/machines13040311 - 11 Apr 2025
Viewed by 531
Abstract
The growing population of hand dysfunction patients necessitates advanced rehabilitation technologies. Current robotic solutions face limitations in motion compatibility and systematic design frameworks. This study develops a rigid–soft coupling rehabilitation robot integrating linkage mechanisms with soft components. A machine vision system captures natural [...] Read more.
The growing population of hand dysfunction patients necessitates advanced rehabilitation technologies. Current robotic solutions face limitations in motion compatibility and systematic design frameworks. This study develops a rigid–soft coupling rehabilitation robot integrating linkage mechanisms with soft components. A machine vision system captures natural grasping trajectories, analyzed through polynomial regression. Hierarchical constraint modeling and an improved artificial bee colony algorithm optimize linkage dimensions and control strategies, achieving enhanced human–robot kinematic matching. Finite element simulations using a Yeoh hyperelastic model refine soft component geometry for balance compliance and coordination. Prototype validation demonstrates high-precision trajectory tracking, grasping across 20–70 mm objects, and steady fingertip forces during training. Experimental results confirm the system’s ability to replicate physiological motion patterns and adapt to multiple rehabilitation scenarios. Full article
(This article belongs to the Section Robotics, Mechatronics and Intelligent Machines)
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13 pages, 4246 KiB  
Perspective
Participating and Labouring in Circular Transitions: The Case of Community Food Rescue/Redistribution Initiatives in Singapore
by Qian Hui Tan and Brenda Saw Ai Yeoh
Sustainability 2025, 17(8), 3328; https://doi.org/10.3390/su17083328 - 9 Apr 2025
Viewed by 1234
Abstract
With some exceptions, the nexus between diverse ecologies of participation and unwaged labour in circular transitions has not been fully investigated. Additionally, while research on labour and the circular economy has begun to acknowledge the informal unpaid work that is indispensable to closing [...] Read more.
With some exceptions, the nexus between diverse ecologies of participation and unwaged labour in circular transitions has not been fully investigated. Additionally, while research on labour and the circular economy has begun to acknowledge the informal unpaid work that is indispensable to closing circularity loops in the household and community, its relational aspects are still discounted in the literature. We seek to address these gaps through our case study on emerging community food rescue/redistribution initiatives in Singapore. Increasingly, these initiatives are gaining success in garnering volunteer labour involving care/relational work through their diverse models of engagement, which cater to a range of preferences. We offer a perspective suggesting that volunteers are often able to find rich regimes of value in the work that they do despite being unpaid. Future research can perhaps explore the ethics of exploiting one’s care for the environment and community in order to extract this unwaged labour. Full article
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13 pages, 3737 KiB  
Article
Digitalisation and Building Information Modelling Integration of Basement Construction Using Unmanned Aerial Vehicle Photogrammetry in Urban Singapore
by Siau Chen Chian, Jieyu Yang, Suyi Wong, Ker-Wei Yeoh and Ahmad Tashrif Bin Sarman
Buildings 2025, 15(7), 1023; https://doi.org/10.3390/buildings15071023 - 23 Mar 2025
Cited by 1 | Viewed by 454
Abstract
With advancement in Unmanned Aerial Vehicle (UAV) photogrammetry, productivity in construction management can now be achieved with accuracy and is less labour-intensive. In the basement construction of buildings, prudent earthwork activities are often necessary, setting the basis of the building footprint. As such, [...] Read more.
With advancement in Unmanned Aerial Vehicle (UAV) photogrammetry, productivity in construction management can now be achieved with accuracy and is less labour-intensive. In the basement construction of buildings, prudent earthwork activities are often necessary, setting the basis of the building footprint. As such, monitoring earthwork volume estimation becomes important to avoid over- or under-cutting the earth. Conventional methods by means of land surveying are time-consuming, labour-intensive, and susceptible to varying degrees of accuracy. Moreover, earthwork sites often have multiple activities ongoing that increase the complexity of volume estimation through land surveying. This study explores the use of UAV photogrammetry to estimate earthwork excavation volume in a complex urban earthwork site in Singapore over time and discusses the feasibility, challenges and productivity enhancements of integrating the technology into the construction process. In this study, the earthwork site and controlled trials show that the models reconstructed with UAV photogrammetry data can produce volume measurements that fulfil the stakeholder’s accuracy tolerance of 5% between the estimated and actual volume. The filtering of unwanted objects in the model, such as columns, cranes and trucks, was successful but was insufficient for objects that occluded large areas of the soil surface. The integration of UAV photogrammetry with a highly automated acquisition and processing workflow for earthwork monitoring brings about productivity enhancements in time and labour efforts and improves the efficiency and consistency of models. Furthermore, the digitalisation of earthwork sites into point clouds and three-dimensional (3D) models increases data visualisation and accessibility, facilitates project team collaboration, and enables cross-platform compatibility into Building Information Modelling (BIM), which can significantly aid in reporting and decision-making processes. Full article
(This article belongs to the Section Construction Management, and Computers & Digitization)
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24 pages, 17096 KiB  
Article
Exploring the Nonlinear Mechanical Characteristics of 3D-Printed ABS with Varying Infill Densities
by Md Zisanul Haque Bhuiyan and Khalil Khanafer
J. Manuf. Mater. Process. 2025, 9(3), 103; https://doi.org/10.3390/jmmp9030103 - 20 Mar 2025
Viewed by 732
Abstract
This study investigates the mechanical behavior of ASTM D638-02a standard uniaxial tensile test specimens fabricated from 3D-printed acrylonitrile butadiene styrene (ABS) using fused deposition modeling (FDM) with a grid infill pattern at varying densities of 20%, 40%, 60%, and 100%. The research aims [...] Read more.
This study investigates the mechanical behavior of ASTM D638-02a standard uniaxial tensile test specimens fabricated from 3D-printed acrylonitrile butadiene styrene (ABS) using fused deposition modeling (FDM) with a grid infill pattern at varying densities of 20%, 40%, 60%, and 100%. The research aims to provide a deeper understanding of how infill density influences the mechanical properties of FDM-printed ABS, an area critical for optimizing structural performance in additive manufacturing applications. Experimental uniaxial tensile tests reveal that as the infill density increases from 20% to 60%, the strain at break decreases from 4.7% to 3.9%; however, at 100% infill, the strain at break rises to 5.8%. Meanwhile, the average Young’s modulus exhibits an exponential increase from 513.78 MPa at 20% infill to 2394.8 MPa at full density, indicating greater stiffness with higher infill. Due to the inherent nonlinear elastic deformation of 3D-printed ABS, this study further explores the material’s behavior through finite element analysis (FEA) using Ansys Mechanical. Four hyperelastic material models—Neo-Hookean, Mooney–Rivlin (two-parameter), Mooney–Rivlin (three-parameter), and Yeoh (third order)—were evaluated using inverse analysis to determine material constants. The results indicate that while all models exhibit good correlation with experimental data, the three-parameter Mooney–Rivlin and Yeoh models achieve the highest accuracy (higher R2 values) across all infill densities. However, the Neo-Hookean model, despite being a single-parameter approach, demonstrates a consistent trend where its parameter value increases with infill density. This study provides novel insights into the nonlinear elastic properties of 3D-printed ABS and establishes a foundation for selecting appropriate hyperelastic models to accurately predict mechanical behavior in FDM-printed structures. Full article
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16 pages, 1316 KiB  
Article
Exploring the Interaction Between Streaming Modes and Product Types in E-Commerce Sales
by Yongqing Yang, Yidan Zhao, William Yeoh, Cong Qi and Hui Jiang
J. Theor. Appl. Electron. Commer. Res. 2025, 20(1), 53; https://doi.org/10.3390/jtaer20010053 - 20 Mar 2025
Viewed by 1324
Abstract
The different combinations of streaming media modes and product types influence the sales performance of streaming e-commerce. However, which combination is more effective in boosting product sales is unclear. Drawing on the cognitive fit theory, we collected sales data from 564 short videos [...] Read more.
The different combinations of streaming media modes and product types influence the sales performance of streaming e-commerce. However, which combination is more effective in boosting product sales is unclear. Drawing on the cognitive fit theory, we collected sales data from 564 short videos and live streams on TikTok to investigate how the interaction of streaming media mode and product type impacts streaming e-commerce sales quantity. This study reveals that short video e-commerce works better at selling search products. In contrast, live-streaming e-commerce excels at boosting experience products, particularly expensive ones. Furthermore, the interaction effect between streaming e-commerce mode and product type is more significantly affected by low-priced products. This research contributes to understanding streaming e-commerce and offers valuable insights for e-commerce stakeholders. Full article
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35 pages, 6792 KiB  
Review
Polyurethane Materials for Fire Retardancy: Synthesis, Structure, Properties, and Applications
by Jiemin Zhang, Guan Heng Yeoh and Imrana I. Kabir
Fire 2025, 8(2), 64; https://doi.org/10.3390/fire8020064 - 5 Feb 2025
Cited by 2 | Viewed by 2165
Abstract
As the demand for high-performance polymers broadens, polyurethane (PU) polymers with various chemical modifications have attracted attention. This review explores the chemical structure and functional variations of PUs. PUs are used in a variety of fields, ranging from aerospace engineering to daily necessities, [...] Read more.
As the demand for high-performance polymers broadens, polyurethane (PU) polymers with various chemical modifications have attracted attention. This review explores the chemical structure and functional variations of PUs. PUs are used in a variety of fields, ranging from aerospace engineering to daily necessities, and show remarkable safety adaptability through designable synthesis processes. This study is divided into four main parts: (1) synthesis and structure, covering the synthesis of PU base and modification of additive compounds; (2) performance, studying physical properties and thermal degradation processes; (3) application, evaluating the commercial potential of PU polymers; and (4) flame retardancy, analyzing five established flame-retardant mechanisms. The last part discusses how PUs can meet sustainable development goals by replacing petroleum-based materials with green materials. By emphasizing non-petroleum resources and novel, sustainable modification strategies, this review conducts guidance for the safe and environmentally friendly application of PUs in the future. Full article
(This article belongs to the Special Issue Fire Prevention and Flame Retardant Materials)
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17 pages, 4022 KiB  
Article
The Impact of the Yeoh Model’s Variability in Contact on Knee Joint Mechanics
by Łukasz Andrzej Mazurkiewicz, Adam Ciszkiewicz and Jerzy Małachowski
Materials 2025, 18(3), 576; https://doi.org/10.3390/ma18030576 - 27 Jan 2025
Viewed by 816
Abstract
The aim of this study was to assess the impact of the variability of the Yeoh model when modeling the contact of bones through cartilage in the knee in compression and flexion–extension within a hybrid knee model. Firstly, a Sobol sequence of 64 [...] Read more.
The aim of this study was to assess the impact of the variability of the Yeoh model when modeling the contact of bones through cartilage in the knee in compression and flexion–extension within a hybrid knee model. Firstly, a Sobol sequence of 64 samples and four variables representing the Yeoh parameters of the cartilage of the femur and tibia was generated. Based on these samples, 2 × 64 finite element contact models of the geometry of the sphere plane were generated and solved for healthy tissue affected by osteoarthritis. The resulting indentation curves were incorporated into a multibody knee joint model. The obtained results suggested that cartilage variability severely affected the knee in compression by up to 32%. However, the same variability also affected the flexion–extension motion, although to a lesser extent, with a relative change to the range of angular displacements of almost 7%. Osteoarthritic tissue was consistently more affected by this variability, suggesting that when modeling degenerated tissue, complex joint models are necessary. Full article
(This article belongs to the Special Issue Modeling and Mechanical Behavior of Advanced Biomaterials)
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42 pages, 7208 KiB  
Review
On-Demand Energy Provisioning Scheme in Large-Scale WRSNs: Survey, Opportunities, and Challenges
by Gerald K. Ijemaru, Kenneth Li-Minn Ang, Jasmine Kah Phooi Seng, Augustine O. Nwajana, Phee Lep Yeoh and Emmanuel U. Oleka
Energies 2025, 18(2), 358; https://doi.org/10.3390/en18020358 - 15 Jan 2025
Viewed by 1990
Abstract
Wireless rechargeable sensor networks (WRSNs) have emerged as a critical infrastructure for monitoring and collecting data in large-scale and dynamic environments. The energy autonomy of sensor nodes is crucial for the sustained operation of WRSNs. This paper presents a comprehensive survey on the [...] Read more.
Wireless rechargeable sensor networks (WRSNs) have emerged as a critical infrastructure for monitoring and collecting data in large-scale and dynamic environments. The energy autonomy of sensor nodes is crucial for the sustained operation of WRSNs. This paper presents a comprehensive survey on the state-of-the-art approaches and technologies in on-demand energy provisioning in large-scale WRSNs. We explore various energy harvesting techniques, storage solutions, and energy management strategies tailored to the unique challenges posed by the dynamic and resource-constrained nature of WRSNs. This survey categorizes existing literature based on energy harvesting sources, including solar, kinetic, and ambient energy, and discusses advancements in energy storage technologies such as supercapacitors and rechargeable batteries. Furthermore, we investigate energy management techniques that adaptively balance energy consumption and harvesting, optimizing the overall network performance. In addition to providing a thorough overview of existing solutions, this paper identifies opportunities and challenges in the field of on-demand energy provisioning for large-scale WRSNs. By synthesizing current research efforts, this survey aims to provide insight to researchers and policymakers in understanding the landscape of on-demand energy provisioning in large-scale WRSNs. The insights gained from this study pave the way for future innovations and contribute to the development of sustainable and self-sufficient wireless sensor networks, critical for the advancement of applications such as environmental monitoring, precision agriculture, and smart cities. Full article
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9 pages, 391 KiB  
Article
Point-Based Prediction Model for Bladder Cancer Risk in Diabetes: A Random Survival Forest-Guided Approach
by Sarah Tsz Yui Yau, Chi Tim Hung, Eman Yee Man Leung, Ka Chun Chong, Albert Lee and Eng Kiong Yeoh
J. Clin. Med. 2025, 14(1), 4; https://doi.org/10.3390/jcm14010004 - 24 Dec 2024
Viewed by 758
Abstract
Background: Previous epidemiological studies have shown that diabetes is associated with an increased risk of several cancers, including bladder cancer. However, prediction models for bladder cancer among diabetes patients remain scarce. This study aims to develop a scoring system for bladder cancer risk [...] Read more.
Background: Previous epidemiological studies have shown that diabetes is associated with an increased risk of several cancers, including bladder cancer. However, prediction models for bladder cancer among diabetes patients remain scarce. This study aims to develop a scoring system for bladder cancer risk prediction among diabetes patients who receive routine care in general outpatient clinics using a machine learning-guided approach. Methods: A territory-wide retrospective cohort study was conducted using electronic health records of Hong Kong. Patients who received diabetes care in public general outpatient clinics between 2010 and 2019 without a history of malignancy were identified and followed up until December 2019. To develop a scoring system for bladder cancer risk prediction, random survival forest was employed to guide variable selection, and Cox regression was subsequently applied for weight assignment. Results: Of the 382,770 patients identified, 644 patients developed bladder cancer during follow-up (median: 6.2 years). The incidence rate was 0.29 per 1000 person-years. In the final time-to-event scoring system, age, serum creatinine, sex, and smoking were included as predictors. Serum creatinine ≥94 µmol/L appeared to be associated with an increased risk of developing bladder cancer. The 2-year and 5-year AUCs on test set were 0.88 (95%CI: 0.84–0.92) and 0.86 (95%CI: 0.80–0.92) respectively. Conclusions: Renal dysfunction could be a potential predictor of bladder cancer among diabetes patients. The proposed scoring system could be potentially useful for providing individualized risk prediction among diabetes patients. Full article
(This article belongs to the Section Epidemiology & Public Health)
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