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18 pages, 8446 KB  
Article
Influence of Post-Processing Temperatures on Microstructure and Hardness of PBF-LB Ti-6Al-4V
by Trung Van Trinh, Trang Huyen Dang, Anh Hoang Pham, Gia Khanh Pham and Ulrich E. Klotz
Metals 2026, 16(1), 121; https://doi.org/10.3390/met16010121 - 20 Jan 2026
Abstract
This study investigates the effects of post-build heat treatments—such as annealing, quenching, and aging—on the microstructure and hardness of Laser Powder Bed Fusion (PBF-LB) Ti-6Al-4V. Specimens were subjected to annealing (950 °C, 1010 °C) or solution treatment/quenching (950 °C, 1010 °C), followed by [...] Read more.
This study investigates the effects of post-build heat treatments—such as annealing, quenching, and aging—on the microstructure and hardness of Laser Powder Bed Fusion (PBF-LB) Ti-6Al-4V. Specimens were subjected to annealing (950 °C, 1010 °C) or solution treatment/quenching (950 °C, 1010 °C), followed by aging (350–550 °C). Microstructural evolution was analyzed using optical microscopy (OM), scanning electron microscopy (SEM), X-ray diffraction (XRD), electron backscatter diffraction (EBSD), and Vickers hardness testing. Results showed that the as-built sample exhibited high hardness (365.2 HV0.1) due to fine α′ martensite. Sub-β-transus annealing at 950 °C decomposed α′ into equilibrium α + 1.25% β (329 HV0.1), while super-β-transus annealing at 1010 °C formed coarse lamellar structures of α + 1.5% β, yielding the lowest hardness (319 HV0.1). Quenching from 1010 °C produced dominant α′ martensite with high hardness (371.6 HV0.1). Notably, aging samples quenched from 950 °C increased hardness, peaking at 382.6 HV0.1 at 450 °C due to precipitation, before decreasing to 364.4 HV0.1 at 550 °C due to coarsening. These findings demonstrate that optimizing heat treatment temperatures is critical for controlling phase transformations and tailoring mechanical properties in additively manufactured Ti-6Al-4V components. Full article
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25 pages, 4921 KB  
Article
In Silico and In Vitro Insights into the Pharmacological Potential of Pouzolzia zeylanica
by Nguyen Anh Hung, Vu Thi Thu Le, Nguyen Viet Hung, Ha Thi Minh Tam, Nguyen Ngoc Linh, Nguyen Quang Hop, Nguyen Thi Hanh and Do Tien Lam
Molecules 2026, 31(2), 357; https://doi.org/10.3390/molecules31020357 - 20 Jan 2026
Abstract
The present study involves the isolation, structural elucidation, and biological evaluation of eight compounds from Pouzolzia zeylanica. From the n-hexane and ethyl acetate extracts of the plant, eight compounds were successfully isolated and identified: oleanolic acid (1), ursolic acid [...] Read more.
The present study involves the isolation, structural elucidation, and biological evaluation of eight compounds from Pouzolzia zeylanica. From the n-hexane and ethyl acetate extracts of the plant, eight compounds were successfully isolated and identified: oleanolic acid (1), ursolic acid (2), 2α-hydroxyursolic acid (3), 3β-O-acetyl-12-oleanen-28-oic acid (4), 5-hydroxy-6,7-dimethoxyflavanone (5), 4′-methoxytectochrysin (6), 3,4′,5,7-tetrahydroxyflavanone-3-O-L-rhamnopyranoside (7), and 3,3′,5,5′,7-pentahydroxyflavanone-3-O-L-rhamnopyranoside (8). These compounds were evaluated for in vitro antioxidant activity using the 1,1-diphenyl-2-picrylhydrazyl (DPPH) and lipid peroxidation inhibition (TBARS) assays, as well as anti-inflammatory activity via inhibition of nitric oxide (NO) production and the secretion of pro-inflammatory cytokines tumour necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6) in RAW 264.7 macrophages. It was observed that compound 3 exhibited the strongest antioxidant activity with IC50 values of 18.52 ± 1.50 µM (DPPH) and 10.34 ± 0.93 µM (TBARS), whereas compounds 2, 5, and 6 showed moderate to weak effects. Meanwhile, compound 8 demonstrated the most potent anti-inflammatory effect with IC50 values of 16.25 ± 0.95 µM (NO inhibition), 12.97 ± 0.88 µM (TNF-α inhibition), and 22.52 ± 1.98 µM (IL-6 inhibition). Furthermore, in silico approaches were employed, including density functional theory (DFT) calculations to predict the antioxidant mechanisms of compounds 1 and 3 and molecular docking to assess the cyclooxygenase-2 (COX-2) and phosphodiesterase-4B (PDE4B) inhibitory potentials of compounds 4, 7, and 8. Computational results aligned well with experimental data, supporting the potential of these compounds as natural antioxidant and anti-inflammatory agents. Full article
(This article belongs to the Special Issue Bioactive Compounds in Plants: Extraction and Application)
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20 pages, 3861 KB  
Article
Picolinoyl N4-Phenylthiosemicarbazide-Modified ZnAl and ZnAlCe Layered Double Hydroxide Conversion Films on Hot-Dip Galvanized Steel for Enhancing Corrosion Protection in Saline Solution
by Thu Thuy Pham, Anh Son Nguyen, Chien Thang Pham, Hong Nhung Nguyen, Maurice Gonon, Lisa Dangreau, Xavier Noirfalise, Thuy Duong Nguyen, Thi Xuan Hang To and Marie-Georges Olivier
Metals 2026, 16(1), 115; https://doi.org/10.3390/met16010115 - 19 Jan 2026
Abstract
ZnAl and ZnAlCe layered double hydroxide (LDH) conversion layers modified with picolinoyl N4-phenylthiosemicarbazide (HL) are fabricated on hot-dip galvanized steel (HDG) to improve corrosion protection. X-ray diffraction (XRD) confirms that HL molecules are not intercalated within the LDH interlayers, whereas Fourier [...] Read more.
ZnAl and ZnAlCe layered double hydroxide (LDH) conversion layers modified with picolinoyl N4-phenylthiosemicarbazide (HL) are fabricated on hot-dip galvanized steel (HDG) to improve corrosion protection. X-ray diffraction (XRD) confirms that HL molecules are not intercalated within the LDH interlayers, whereas Fourier transform infrared spectroscopy (FT-IR), X-ray photoelectron spectroscopy (XPS), and energy-dispersive X-ray spectroscopy (EDS) analyses reveal their surface adsorption. Moreover, scanning electron microscopy (FE-SEM) observations reveal that HL modification induces changes in surface morphology. After 168 h in 0.1 M NaCl, the LDH structure remains intact, and N and S signals are still detected, confirming the persistence of both the LDH layer and adsorbed HL molecules under corrosive conditions. During 168 h immersion in NaCl, electrochemical measurements indicate that the modified LDH layers exhibit higher corrosion resistance than the unmodified ones, with the ZnAlCe LDH/HL coating providing the most effective protection. Full article
(This article belongs to the Special Issue Surface Treatments and Coating of Metallic Materials)
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17 pages, 914 KB  
Article
Understanding Undergraduate Students’ Experiences in Blended Learning Through the Integration of Two-Factor Theory and the TPACK Framework
by Duyen Thi Nguyen, Hanh Van Nguyen and Thuy Thanh Thi Nguyen
Trends High. Educ. 2026, 5(1), 11; https://doi.org/10.3390/higheredu5010011 - 19 Jan 2026
Abstract
Blended learning is widely adopted in higher education, yet little is known about how students experience its motivational and instructional features. In this study, we examined undergraduate students’ experiences regarding blended learning by integrating Herzberg’s two-factor theory with the TPACK framework. Semi-structured interviews [...] Read more.
Blended learning is widely adopted in higher education, yet little is known about how students experience its motivational and instructional features. In this study, we examined undergraduate students’ experiences regarding blended learning by integrating Herzberg’s two-factor theory with the TPACK framework. Semi-structured interviews were conducted with 24 undergraduates at a large Vietnamese university. A theory-informed qualitative content analysis approach was used to identify codes, categories, and themes. These were then mapped onto the pedagogical content knowledge (PCK), technological content knowledge (TCK), and technological pedagogical knowledge (TPK) intersections of the TPACK framework. The findings showed that hygiene factors included unengaging teaching practices, inadequate digital infrastructure, and limited online interaction. These factors often produced frustration and reduced engagement. Motivator factors included active and relevant pedagogical strategies, engaging and accessible digital resources, and technology-facilitated autonomous, expressive, and creative learning work. These factors encouraged deeper learning and stronger motivation. It is concluded that blended learning design must address both hygiene and motivator factors to improve student engagement. Integrating these factors with the TPACK intersections offers a practical model for improved course structures, enhanced digital resources, and the design of more interactive technology-supported pedagogy. The findings provide actionable implications for higher education institutions seeking to improve the quality of blended learning. Full article
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11 pages, 425 KB  
Article
Assessing Potential Valve-Preserving Effects of SGLT2 Inhibitors in Degenerative Aortic Stenosis: A Propensity-Matched Study
by Olivier Morel, Michael Guglieri, Antonin Trimaille, Benjamin Marchandot, Arnaud Bisson, Amandine Granier, Valérie Schini-Kerth, Anne Bernard and Laurent Fauchier
J. Clin. Med. 2026, 15(2), 714; https://doi.org/10.3390/jcm15020714 - 15 Jan 2026
Viewed by 128
Abstract
Background: Sodium–glucose cotransporter 2 inhibitors (SGLT2 inhibitors), initially developed for glycemic control in type 2 diabetes, have demonstrated robust cardiovascular and renal benefits. Emerging evidence suggests that these agents may also affect valvular pathobiology, particularly in degenerative aortic stenosis (AS), through anti-inflammatory and [...] Read more.
Background: Sodium–glucose cotransporter 2 inhibitors (SGLT2 inhibitors), initially developed for glycemic control in type 2 diabetes, have demonstrated robust cardiovascular and renal benefits. Emerging evidence suggests that these agents may also affect valvular pathobiology, particularly in degenerative aortic stenosis (AS), through anti-inflammatory and antifibrotic mechanisms. Objectives: This study evaluated whether SGLT2 inhibitor use is associated with improved clinical outcomes in degenerative AS, including all-cause mortality and the need for SAVR or TAVR, recognizing that these endpoints represent surrogate rather than direct measures of valve hemodynamic progression. Methods: A retrospective cohort analysis was conducted using TriNetX, a federated electronic medical record-based research network. Diagnoses are captured using ICD-9/ICD-10-CM codes and medications using ATC codes. Adults with non-rheumatic AS were stratified by SGLT2 inhibitors use. Propensity score matching (1:1) was performed to balance baseline characteristics between treated and untreated groups (n = 10,912 per group). Primary outcomes included all-cause mortality, TAVR, and SAVR during follow-up. Echocardiographic parameters (AVA, Vmax, mean gradient) were not systematically available. Results: After adjustment for comorbidities, SGLT2 inhibitor use was independently associated with lower all-cause mortality (6.15% vs. 9.34% HR 0.595; 95% CI 0.552–0.641; p < 0.001), TAVR (2.81% vs. 2.89% HR 0.835; 95% CI 0.746–0.934; p = 0.002), SAVR (1.28% vs. 1.90% HR 0.514; 95% CI 0.442–0.599; p < 0.001), cardiac arrest (0.82% vs. 1.21% HR 0.71; 95% CI 0.582–0.867; p < 0.001), and end-stage kidney disease (0.40% vs. 1.0% HR 0.292; 95% CI 0.222–0.384; p < 0.001). Although these associations may suggest slower disease progression, interpretation is limited by the lack of systematic echocardiographic follow-up. Conclusions: In addition to their established benefits in heart failure and renal protection, SGLT2 inhibitors may have valve-preserving effects in degenerative AS. Because true hemodynamic progression could not be evaluated, these results should be viewed as associations with surrogate clinical endpoints. Prospective studies with standardized imaging are required to determine whether SGLT2 inhibition can directly alter the course of this currently untreatable disease Full article
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33 pages, 512 KB  
Article
Distance to Governance Regulatory on Financial Performance: Evidence from Managerial Disclosure Activities at Vietnam
by Thi Ngoc Anh Nguyen and Hail Jung
Int. J. Financial Stud. 2026, 14(1), 21; https://doi.org/10.3390/ijfs14010021 - 13 Jan 2026
Viewed by 236
Abstract
This study examines how geographic distance to Vietnam’s centralized securities regulator—the State Securities Commission (SSC)—influences firm-level stock price crash risk. In emerging markets characterized by weak governance, corruption, and political connections, distance can erode monitoring effectiveness and heighten managerial incentives to conceal bad [...] Read more.
This study examines how geographic distance to Vietnam’s centralized securities regulator—the State Securities Commission (SSC)—influences firm-level stock price crash risk. In emerging markets characterized by weak governance, corruption, and political connections, distance can erode monitoring effectiveness and heighten managerial incentives to conceal bad news. Using data on Vietnamese listed firms from 2010 to 2024, we find a robust positive association between a firm’s distance to the SSC headquarters in Hanoi and its future crash risk. The effect is stronger for non-state-owned enterprises (non-SOEs) and in provinces with high corruption, but disappears in SOEs and in more transparent regions, where state-related networks provide insulation from weak formal institutions. Exploiting the 2019 Securities Law as a quasi-natural experiment, we show that the distance effect was more pronounced before the reform, suggesting that improved formal regulation can partially offset geographically induced monitoring frictions. Additional tests reveal that the effect is amplified among firms listed on the Ho Chi Minh Stock Exchange (HOSE) and those with higher financial leverage. Our findings provide novel evidence on the spatial dimension of regulatory enforcement in emerging markets. We highlight geographic distance as a significant but previously overlooked source of crash risk, with implications for regulators in designing risk-based supervision and for investors in pricing location-driven risks. Full article
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13 pages, 2760 KB  
Article
Interpretation of Mode-Coupled Localized Plasmon Resonance and Sensing Properties
by Daisuke Tanaka, Yudai Kawano, Akinori Ikebe and Tien Thanh Pham
Photonics 2026, 13(1), 68; https://doi.org/10.3390/photonics13010068 - 12 Jan 2026
Viewed by 205
Abstract
Plasmonic nanostructures support localized surface plasmon resonances (LSPRs) which exhibit intense light–matter interactions, producing unique optical features such as high near-field enhancements and sharp spectral signatures. Among these, plasmon hybridization (PH) and Fano resonance (FR) are two key phenomena that enable tunable spectral [...] Read more.
Plasmonic nanostructures support localized surface plasmon resonances (LSPRs) which exhibit intense light–matter interactions, producing unique optical features such as high near-field enhancements and sharp spectral signatures. Among these, plasmon hybridization (PH) and Fano resonance (FR) are two key phenomena that enable tunable spectral responses, yet their classification is often ambiguous when based only on geometry or extinction spectra. In this study, we systematically investigate four representative nanostructures: a simple nanogap dimer (i-type structure), a dolmen structure, a heptamer nanodisk cluster, and a nanoshell particle. We utilize discrete dipole approximation (DDA) to analyze these structures. By separating scattering and absorption spectra and introducing quantitative spectral metrics together with near-field electric-field vector mapping, we provide a unified procedure to interpret resonance origins beyond intensity-only near-field plots. The results show that PH-like behavior can emerge in a dolmen structure commonly regarded as a Fano resonator, while FR-like characteristics can appear in the i-type structure under specific conditions, underscoring the importance of scattering/absorption decomposition and vector-field symmetry. We further evaluate refractive-index sensitivities and discuss implications for plasmonic sensing design. Full article
(This article belongs to the Special Issue Optical Metasurface: Applications in Sensing and Imaging)
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29 pages, 14567 KB  
Article
Calibration and Verification of a Coupled Model for the Coastal and Estuaries in the Mekong River Delta, Vietnam
by Lai Trinh Dinh and Thanh Nguyen Viet
J. Mar. Sci. Eng. 2026, 14(2), 157; https://doi.org/10.3390/jmse14020157 - 11 Jan 2026
Viewed by 234
Abstract
This study focuses on the calibration and verification of a large-scale coupled numerical model to simulate the complex hydrodynamic–wave–sediment transport processes in the coastal and estuarine regions of the Mekong River Delta (MRD), Vietnam. Using the MIKE 21/3 modeling system, the research integrates [...] Read more.
This study focuses on the calibration and verification of a large-scale coupled numerical model to simulate the complex hydrodynamic–wave–sediment transport processes in the coastal and estuarine regions of the Mekong River Delta (MRD), Vietnam. Using the MIKE 21/3 modeling system, the research integrates Hydrodynamics (HD), Spectral Wave (SW), and Mud Transport (MT) modules across a computational domain of 270 × 300 km. The models were rigorously tested using field measurement data from three distinct periods: May 2004 (dry season calibration), September 2017 (first verification), and June 2024 (second verification). The results from the hydrodynamic model demonstrated high accuracy in predicting water levels, with the average Root Mean Square Error (RMSE) values ranging between 4.4% and 5.8%. The wave spectral model showed reliable performance, with the average RMSE values for wave height ranging from 15.1% to 18.0%. Furthermore, the Mud Transport module successfully captured suspended sediment concentrations (SSC), yielding average RMSE values between 26.0% and 32.1% after the fine-tuning of site-specific parameters such as critical shear stress for erosion and deposition. The study highlights the critical importance of utilizing site-specific sedimentological parameters to accurately predict morphological changes in highly dynamic estuarine environments. This validated model provides a robust tool for assessing coastal erosion and developing protection measures in regions that are increasingly vulnerable to climate change and human activities. Full article
(This article belongs to the Section Coastal Engineering)
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8 pages, 390 KB  
Brief Report
Pilot Neuroimaging Evidence of Altered Resting Functional Connectivity of the Brain Associated with Poor Sleep After Acquired Brain Injury
by Lai Gwen Chan, Jia Lin and Chin Leong Lim
J. Clin. Med. 2026, 15(2), 534; https://doi.org/10.3390/jcm15020534 - 9 Jan 2026
Viewed by 228
Abstract
Background/Objectives: This study aimed to characterize objective sleep measures in subacute acquired brain injury (ABI) and examine if disturbed sleep is associated with poor recovery outcomes. Another objective was to compare the functional connectivity of the brain between ABI poor sleepers and [...] Read more.
Background/Objectives: This study aimed to characterize objective sleep measures in subacute acquired brain injury (ABI) and examine if disturbed sleep is associated with poor recovery outcomes. Another objective was to compare the functional connectivity of the brain between ABI poor sleepers and ABI normal sleepers as measured by resting state functional magnetic resonance imaging (rs-fMRI). Methods: This was a pilot, prospective, observational study of ABI subjects compared with age and gender-matched healthy controls. A total of 27 ABI subjects (consisting of ischemic or haemorrhagic stroke, or traumatic injury) were recruited from the outpatient clinics of a tertiary hospital with a neurological centre, and 49 healthy controls were recruited by word-of-mouth referrals. Study procedure involved subjective and objective sleep measures, self-report psychological measures, cognitive tests, and structural and functional MRI of the brain. Results: The frequency of poor-quality sleep was 66.67% in the ABI group and not significantly different from 67.35% in the control group when compared by chi-squared test (p = 0.68). ABI subjects with poor sleep had worse performance on a test of sustained attention (Colour Trails Test 1) than healthy controls with poor sleep when compared by Student’s t-test (mean 55.95 s, SD ± 18.48 vs. mean 40.04 s, SD ± 14.31, p = 0.01). Anxious ABI subjects have poorer sleep efficiency and greater time spent awake after sleep onset (WASO). ABI-poor sleepers show significantly greater functional connectivity within a frontoparietal network and bilateral cerebellum. Conclusions: Sleep problems after ABI are associated with poorer cognitive and psychological outcomes. ABI-poor sleepers exhibit altered functional connectivity within regions that contribute to motor planning, attention, and self-referential processes, suggesting that disrupted sleep after ABI may impair the integration of sensorimotor and cognitive control systems, and therefore, impair recovery. Full article
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19 pages, 455 KB  
Article
Factors Influencing Changing Consumption Patterns in Emerging Urban Markets: A Study of Youth Intentions Toward Luxury and General Secondhand Fashion Products
by Nguyen The Kien, Tran Quang Minh, Ha Xuan Binh, Huidong Zhang, Vu Tam Hoa, Dang Hoang Anh, Chu Viet Cuong and Tang Thi Hang
Sustainability 2026, 18(2), 610; https://doi.org/10.3390/su18020610 - 7 Jan 2026
Viewed by 232
Abstract
This study examines the socio-economic and behavioral factors influencing sustainable consumption through secondhand clothing purchases among young consumers in Hanoi, Vietnam. By addressing the changing consumption patterns, this research contributes to understanding how youth behavior supports the transition toward sustainability in emerging urban [...] Read more.
This study examines the socio-economic and behavioral factors influencing sustainable consumption through secondhand clothing purchases among young consumers in Hanoi, Vietnam. By addressing the changing consumption patterns, this research contributes to understanding how youth behavior supports the transition toward sustainability in emerging urban markets. This research integrates the Theory of Planned Behavior (TPB) with additional constructs such as perceived economic benefits, environmental concern, perceived risk, shopping experience, and gender differences to provide an integrated socio-economic framework. Data were collected through a structured questionnaire administered to university students and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). Results indicate that perceived economic benefits and subjective norms are the strongest predictors of purchase intention across both general and luxury secondhand fashion segments, emphasizing affordability and social acceptance. Environmental concern and attitude also positively influence general secondhand purchase intentions, while perceived behavioral control notably impacts luxury secondhand purchases. Contrary to prior studies, perceived risk was found to be insignificant, and male consumers exhibited a higher engagement rate than females in this context. These findings underscore the complex interplay of economic, social, and environmental dimensions shaping sustainable fashion consumption among youth. This study suggests targeted marketing and policy strategies to promote sustainable consumption and supports the expansion of circular economy practices in emerging urban markets. Limitations related to sample scope and self-reported data warrant further research to generalize the findings and explore additional moderating variables. Full article
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38 pages, 8689 KB  
Article
Numerical Investigation of Rim Seal Flow in a Single-Stage Axial Turbine
by Tuong Linh Nha, Duc Anh Nguyen, Phan Anh Trinh, Gia-Diem Pham and Cong Truong Dinh
Eng 2026, 7(1), 31; https://doi.org/10.3390/eng7010031 - 7 Jan 2026
Viewed by 141
Abstract
This study investigates rim seal flow in axial turbine configurations through a combined experimental–numerical approach, with the objective of identifying sealing-flow conditions that minimize ingestion while limiting aerodynamic losses. Experimental measurements from the University of BATH are used to validate computational methodology, ensuring [...] Read more.
This study investigates rim seal flow in axial turbine configurations through a combined experimental–numerical approach, with the objective of identifying sealing-flow conditions that minimize ingestion while limiting aerodynamic losses. Experimental measurements from the University of BATH are used to validate computational methodology, ensuring consistency with established sealing-effectiveness trends. The work places particular emphasis on the influence of computational domain selection and interface treatment, which is shown to strongly affect the prediction of ingestion mechanisms. A key contribution of this study is the systematic assessment of multiple domain configurations, demonstrating that a frozen rotor MRF formulation provides the most reliable steady-state representation of pressure-driven ingress, whereas stationary and non-interface domains tend to overpredict sealing effectiveness. A simplified thin-seal model is also evaluated and found to offer an efficient alternative for global performance predictions. Furthermore, a statistical orifice-based model is introduced to estimate minimum sealing flow for different rim seal geometries, providing a practical engineering tool for purge-flow scaling. The effects of pre-swirl injection are examined and shown to substantially reduce rotor wall shear and moment coefficient, contributing to lower windage losses without significantly modifying sealing characteristics. Unsteady flow features are explored using a harmonic balance method, revealing Kelvin–Helmholtz-type instabilities that drive large-scale structures within the rim seal cavity, particularly near design-speed operation. Finally, results highlight a clear trade-off between sealing-flow rate and turbine isentropic efficiency, underlining the importance of optimized purge-flow management. Full article
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29 pages, 14338 KB  
Article
Application of a Temporal Fusion Transformer and Long-Term Climate and Disease Data to Assess the Predictive Power and Understand the Drivers for Malaria and Dengue
by Micheal Teron Pillay, Mai Thi Quỳnh Le, Yuki Takamatsu, Tran Vu Phong, Nyakallo Kgalane and Noboru Minakawa
Int. J. Environ. Res. Public Health 2026, 23(1), 75; https://doi.org/10.3390/ijerph23010075 - 5 Jan 2026
Viewed by 250
Abstract
Vector-borne diseases are strongly influenced by climate, yet the magnitude and temporal variability of climate–disease relationships remain poorly quantified. Outbreaks occur abruptly, and responses are typically delayed, underscoring the need for predictive tools that can support proactive interventions. This study applies Temporal Fusion [...] Read more.
Vector-borne diseases are strongly influenced by climate, yet the magnitude and temporal variability of climate–disease relationships remain poorly quantified. Outbreaks occur abruptly, and responses are typically delayed, underscoring the need for predictive tools that can support proactive interventions. This study applies Temporal Fusion Transformers (TFTs) to long-term, high-resolution climate datasets and to weekly malaria and dengue case records from South Africa and Vietnam to assess predictive performance and identify key environmental drivers. The models incorporated diverse climatic predictors and large-scale climate indices and were trained using multi-horizon forecasting with novel loss functions and physics-based constraints. The best malaria model achieved an R2 of 0.95 and an MAE of 4.98, while leading dengue models reached R2 values up to 0.90. Variable-importance analyses derived from model-learned weights showed that extreme temperature and rainfall metrics were consistently the strongest predictors, with ENSO (El Niño Southern Oscillation) and IOD (Indian Ocean Dipole) improving longer-range malaria forecasts. Furthermore, climate–disease risk dynamics were explored, revealing specific temperature and rainfall thresholds associated with elevated transmission and highlighting non-stationary relationships across decades. These findings demonstrate accurate, interpretable forecasting offered by TFTs and represent a valuable tool for early warning and understanding of complex climate–disease interactions. Full article
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10 pages, 218 KB  
Article
Ethnic Inequities in Achieving Glycaemic and Other Clinical Targets in Type 2 Diabetes
by Sara Mustafa, Mark Rodrigues, Le Tuan Anh Nguyen, Tim Kenealy, Rawiri Keenan, Barbara de Graaff, Ryan Paul and Lynne Chepulis
Diabetology 2026, 7(1), 12; https://doi.org/10.3390/diabetology7010012 - 5 Jan 2026
Viewed by 147
Abstract
Background/Objectives: Ethnic disparities in type 2 diabetes (T2D) outcomes remain a significant public health challenge in Aotearoa New Zealand (NZ), but are not accurately reported in large datasets. This cross-sectional study used linked regional health records to examine ethnic inequities in glycaemic control [...] Read more.
Background/Objectives: Ethnic disparities in type 2 diabetes (T2D) outcomes remain a significant public health challenge in Aotearoa New Zealand (NZ), but are not accurately reported in large datasets. This cross-sectional study used linked regional health records to examine ethnic inequities in glycaemic control and achievement of clinical targets among adults with T2D in the Waikato and Auckland regions. Methods: A cross-sectional analysis was conducted on 57,734 adults aged 18–75 years with confirmed T2D enrolled in four Primary Healthcare Organisations. Clinical and sociodemographic data from February 2021 to December 2023 were linked via National Health Index numbers. Key outcomes included the percentage of patients at target for HbA1c, blood pressure, lipid profiles, renal and liver function tests. Logistic regression assessed associations between ethnicity, socioeconomic deprivation, and clinical target attainment. Results: The mean age was 56.5 ± 12.4 years, and 86.8% of the cohort were overweight or obese. Overall, only 46.3% achieved the HbA1c target (<53 mmol/mol) in their most recent test, with Māori (OR 1.35) and Pacific (OR 1.84) ethnicities, higher deprivation, obesity, and younger age independently associated with elevated HbA1c. Hypertension affected two-thirds of participants (71.9% above target), notably Asians and Pacific peoples. Māori and Pacific peoples had over twice the odds of renal impairment and were 2.5 times more likely to have elevated albumin-to-creatinine ratios. Abnormal liver function test decreased with age (OR ≤ 0.65), though Asians had over twice the odds of elevated ALT and AST compared to Europeans. Conclusions: Significant ethnic inequities exist in glycaemic and clinical target attainment among people with T2D in NZ. These findings highlight critical gaps in diabetes management and underscore the urgent need for targeted, equity-focused interventions addressing both socioeconomic and ethnic disparities to improve outcomes and reduce health inequities. Full article
17 pages, 3354 KB  
Review
Global Trends in Tai Chi Research: A Bibliometric Analysis
by Tzu-Yu Huang, Wei-Li Hsieh, Kai-Yuan Cheng, Marius Brazaitis, Chen-Sin Hung, Ruei-Hong Li, Shih-Chun Kao, Ngoc Thi Bich Tran and Yu-Kai Chang
Sports 2026, 14(1), 14; https://doi.org/10.3390/sports14010014 - 4 Jan 2026
Viewed by 341
Abstract
Tai Chi has evolved into a widely used mind–body practice increasingly incorporated into complementary therapy, rehabilitation, and public health. This study provides an updated global bibliometric overview, with VOSviewer mapping publication performance, co-authorship networks, and keyword-based thematic clusters. Articles and reviews with Tai [...] Read more.
Tai Chi has evolved into a widely used mind–body practice increasingly incorporated into complementary therapy, rehabilitation, and public health. This study provides an updated global bibliometric overview, with VOSviewer mapping publication performance, co-authorship networks, and keyword-based thematic clusters. Articles and reviews with Tai Chi–related terms in the title were retrieved from Scopus, with no restrictions on language or publication year. A total of 2253 publications from 1978 to 2025 were analyzed, revealing steady growth, concentrated largely in the past decade. China led the publication output, while the United States had the highest number of citations, forming a dual-core pattern. The field is largely driven by a small group of authors and regional clusters, and its visibility in mainstream medical journals remains limited. Nine software-generated keyword clusters were manually synthesized into five themes: motor function (balance and fall prevention), musculoskeletal conditions (osteoarthritis, rheumatoid arthritis, fibromyalgia), chronic disease management (cardiovascular disease, stroke, COPD), psychological health (quality of life, depression, anxiety, mindfulness), and cognitive aging (dementia, mild cognitive impairment). Future progress requires greater methodological rigor, including mechanistic inquiry, long-term study designs, and community- or population-level applications, along with stronger international collaboration and deeper integration into clinical and public health practice. Full article
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15 pages, 1638 KB  
Article
Screening of Bioactive Microalgae from Freshwaters, Collected in Hue, Vietnam: Cytotoxic Constituents from Dolichospermum smithii HU04
by Nguyen Thi Minh Hang, Nguyen Thi Thu Ha, Hoang Duc Manh, Duong Thi Thuy, Hoang Thi Quynh, Nguyen Thi Thu Lien, Nguyen Thi Tu Oanh, Tran Huu Giap, Buu Huu Tai, Doan Thi Mai Huong, Ngo Quoc Anh and Nguyen Xuan Nhiem
Molecules 2026, 31(1), 165; https://doi.org/10.3390/molecules31010165 - 1 Jan 2026
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Abstract
Background/Objectives: Microalgae are recognized as prolific producers of bioactive metabolites with pharmaceutical potential. This study aimed to isolate and characterize cytotoxic constituents from selected cytotoxic microalgae, collected in Hue city, Vietnam. Methods: Microalgal samples were collected from freshwater bodies, morphologically identified, and maintained [...] Read more.
Background/Objectives: Microalgae are recognized as prolific producers of bioactive metabolites with pharmaceutical potential. This study aimed to isolate and characterize cytotoxic constituents from selected cytotoxic microalgae, collected in Hue city, Vietnam. Methods: Microalgal samples were collected from freshwater bodies, morphologically identified, and maintained in laboratory culture. Thirteen strains were successfully isolated and cultivated in BG11, Z8, and BBM media to determine optimal growth conditions. Cytotoxic effects of extracts/compounds were determined using the sulforhodamine B assay on human lung cancer (SK-LU-1) and human liver cancer (HepG2) cell lines. The methanol extract was partitioned with n-hexane and CH2Cl2, followed by extensive chromatographic separation and HPLC purification to afford twelve compounds, including two new and ten known compounds. The structures were elucidated by HR-ESI-MS and NMR spectra, chemical methods, and comparing compounds in the literature. Results: From the phytoplankton samples collected across six freshwater bodies in Hue city, Vietnam, thirteen microalgal strains were successfully isolated and purified under laboratory conditions. These strains were morphologically and taxonomically identified to be Microcystis aeruginosa HU05, Microcystis viridis HU13, Anabaena circinalis HU08, Aphanizomenon flos-aquae HU02, Dolichospermum smithii HU04, Calothrix braunii HU14, Nostoc muscorum HU12, Nostoc punctiforme HU11, Raphidiopsis raciborskii HU03, Lyngbya spiralis HU15, Planktothrix stagnina HU16, Phormidium subtilis HU06, and Scenedesmus quadricauda HU07. All methanol extracts of those microalgae were evaluated for cytotoxic activity. The MeOH extracts of M. viridis (HU13) and D. smithii (HU04) exhibited significant cytotoxic effects, with IC50 values of 6.19 ± 0.80 and 4.89 ± 0.76 µg/mL for M. viridis, and 9.51 ± 0.84 and 8.32 ± 0.94 µg/mL for D. smithii against SK-LU-1 and HepG2 cell lines, respectively. Furthermore, chemical studies of D. smithii HU04 led to the isolation of two new compounds, smithioside A (1) and smithioside B (2) and ten known ones, 3,4,5-trimethoxyphenyl-1-O-β-D-glucopyranoside (3), 4′-hydroxy-3′-methoxyphenol-β-D-[6-O-(4″-hydroxy-3″,5″-dimethoxylbenzoate)]-glucopyranoside (4), 4′-hydroxy-2′,6′-dimethoxyphenol 1-O-β-D-(6-O-syringoyl)glucopyranoside (5), mallophenol B (6), pisoninol II (7), guaiacylglycerol (8), (E)-asarone (9), deacetylsarmentamide B (10), (E)-2-hexenyl-β-D-glucopyranoside (11), and 5,6-dihydropyridin-2(1H)-one (12). The cytotoxic activity of all isolated compounds was also evaluated against SK-LU-1 and HepG2 cancer cell lines. Compound 12 showed the strongest activity, with IC50 values of 9.13 ± 0.89 µM (SK-LU-1) and 7.64 ± 0.46 µM (HepG2). Compounds 5 and 6 exhibited moderate cytotoxic activity on both human cancer cell lines with IC50 values ranging from 25.99 to 51.47 µM. Conclusions: These results highlight the potential of Dolichospermum smithii HU04 as a source of bioactive compounds, particularly in anticancer applications. These findings suggest that D. smithii HU04 extracts could be developed for therapeutic purposes targeting cancer. Full article
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