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22 pages, 4326 KB  
Article
Impact of Land Use Change on Sandstorm Disaster in Tarim Basin of China
by Xiaodong Zhang and Yongjun Tang
Land 2026, 15(10), 1840; https://doi.org/10.3390/land15101840 (registering DOI) - 30 Sep 2026
Abstract
Arid oasis–desert systems in inland basins are increasingly threatened by human-induced land-use transformation and aggravated dust storm hazards, whereas the nonlinear coupling mechanisms and critical land-use thresholds controlling dust pollution remain poorly understood. Taking township units of southern Xinjiang as the research scope [...] Read more.
Arid oasis–desert systems in inland basins are increasingly threatened by human-induced land-use transformation and aggravated dust storm hazards, whereas the nonlinear coupling mechanisms and critical land-use thresholds controlling dust pollution remain poorly understood. Taking township units of southern Xinjiang as the research scope over a 25-year period, this study integrated remote sensing and geographic information system techniques, geographically weighted regression, and piecewise threshold analysis to explore the long-term spatial coupling relationship between land-use transitions and dust-related PM10 variations, and to identify the threshold effects of diverse land-use types on dust emissions. The results indicate evident spatial non-stationarity in the co-variation patterns of land-use change and dust pollution. Intensive land-use disturbance and elevated dust risks are concentrated in oasis–desert ecotones, while desert hinterlands and high mountainous areas exhibit stable land-use conditions and weak human interference. Land-use factors exert limited explanatory capacity for dust variation due to dominant meteorological background controls. Distinct threshold effects exist among different land-use categories. Bare land and impervious surfaces function as dust-promoting land types with sharp increases in dust pollution beyond their respective critical proportions. Cropland exhibits a dual nonlinear effect, providing dust-suppression benefits within a reasonable proportion range but aggravating dust risks under excessive reclamation through the destruction of ecological buffer zones. Snow cover, forest, grassland, and water bodies serve as effective dust-suppressing land types, whose mitigation benefits stabilize after reaching minimum critical coverage, while shrubs show no significant regulatory effect on dust pollution. The oasis–desert ecotone represents the most sensitive zone for dust prevention. Targeted zoning management guided by land-use threshold constraints is essential to optimize regional ecological regulation, replace blind single afforestation strategies, and integrate ecological threshold criteria into territorial spatial planning. Land-use adjustment can effectively mitigate anthropogenic dust emissions, yet comprehensive dust control requires coordinated meteorological early warning systems and balanced management of agricultural production and ecological risk prevention. Full article
(This article belongs to the Section Land–Climate Interactions)
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12 pages, 1880 KB  
Article
Synergistic Regulation of Ionic Defects Enabled by NdCl3 for Efficient and Stable Wide-Bandgap Perovskite Solar Cells
by Qi Cui, Haoran Huang, Yu Chen, Xu Liu, Jincheng Huang, Jianlin Chen and Zhuoyin Peng
Materials 2026, 19(19), 4184; https://doi.org/10.3390/ma19194184 (registering DOI) - 30 Sep 2026
Abstract
Wide-bandgap mixed-halide perovskites are attractive top-cell absorbers for tandem photovoltaics owing to their high-voltage potential and complementary spectral response. However, ionic defects generated during solution processing promote nonradiative recombination, ion migration, etc. Here, NdCl3 is introduced into Cs0.17FA0.83PbI [...] Read more.
Wide-bandgap mixed-halide perovskites are attractive top-cell absorbers for tandem photovoltaics owing to their high-voltage potential and complementary spectral response. However, ionic defects generated during solution processing promote nonradiative recombination, ion migration, etc. Here, NdCl3 is introduced into Cs0.17FA0.83PbI1.8Br1.2 perovskites to synergistically regulate ionic defects. Structural analyses suggest that Nd3+ preferentially incorporates into interstitial sites, where its strong electrostatic interaction with neighboring halide ions may contribute to restricting their migration. The reduced defect density observed upon NdCl3 modification points to effective defect passivation as a primary outcome. Meanwhile, Cl− compensates for halide vacancies, improves the local coordination environment, and suppresses trap-assisted nonradiative recombination. This synergistic regulation promotes grain growth, reduces defect density, facilitates carrier transport, and improves interfacial energy-level alignment. Consequently, the NdCl3-modified device achieves the highest power conversion efficiency of 19.87%. Moreover, the unencapsulated device retains 92.5% of its initial efficiency after 1680 h of ambient shelf storage (~25 °C, ~20% RH). These results demonstrate that the cooperative regulation of cation-associated ion migration and anion vacancies provides an effective route toward efficient and stable wide-bandgap perovskite photovoltaics. Full article
(This article belongs to the Special Issue Advancements in Perovskite Solar Cells for Improved Energy Efficiency)
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29 pages, 7563 KB  
Article
Facade Acculturation of Quanzhou Yanglou Buildings Based on FCM and PLSR
by Tianhao Ye, Jie Zhang and Feihu Jiang
Buildings 2026, 16(19), 3898; https://doi.org/10.3390/buildings16193898 (registering DOI) - 30 Sep 2026
Abstract
The yanglou buildings of Quanzhou are composite architectural heritage shaped by overseas Chinese and local traditions whose front facades provide an observable interface for comparing local and foreign cultural combinations. As existing studies emphasize plan typology and lack quantitative facade comparison, this study [...] Read more.
The yanglou buildings of Quanzhou are composite architectural heritage shaped by overseas Chinese and local traditions whose front facades provide an observable interface for comparing local and foreign cultural combinations. As existing studies emphasize plan typology and lack quantitative facade comparison, this study takes 40 yanglou buildings built by overseas Chinese between the late Qing dynasty and the 1960s in urban Quanzhou, Jinjiang, Shishi, and Nan’an and constructs a workflow of data survey, acculturation quantification, stage identification, and discriminative contribution analysis. The results show marked heterogeneity: the veranda presents strong object culture expressions, the wall elements are dominated by subject culture, and the hierarchy in the composition is unstable. FCM results show that the facades approximate continuous transitions rather than a single linear sequence. PLSR results show that the subject and object culture proportions in the veranda and wall elements and the object and renewal culture proportions in their compositions contribute more discriminatively to stage identification. This study shows that Quanzhou yanglou buildings are not direct transplantations of Western styles but composite heritage grounded in subject culture, absorbing object culture features and generating only limited renewal culture, providing a quantitative framework for stage identification, value interpretation, and differentiated conservation. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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25 pages, 1550 KB  
Article
Radar Signal Sorting via a Dual-Layer Multi-Head Attention Broad Learning System
by Longkun Kuang, Xuan Chen, Mingyang Du, Zhihui Li and Junpeng Shi
Sensors 2026, 26(19), 6201; https://doi.org/10.3390/s26196201 (registering DOI) - 30 Sep 2026
Abstract
Radar signal sorting is a fundamental task in passive electromagnetic sensing that separates pulses emitted by multiple radars from densely interleaved streams. Existing supervised deep learning methods often require large labeled datasets and iterative optimization, limiting their applicability in non-cooperative, latency-sensitive electronic-support-measure scenarios. [...] Read more.
Radar signal sorting is a fundamental task in passive electromagnetic sensing that separates pulses emitted by multiple radars from densely interleaved streams. Existing supervised deep learning methods often require large labeled datasets and iterative optimization, limiting their applicability in non-cooperative, latency-sensitive electronic-support-measure scenarios. This article proposes a dual-layer multi-head attention broad learning system (DMHA-BLS). Conventional random feature mapping is replaced by two attention blocks with fixed random-orthogonal query, key, and value projections. A residual branch maps first-layer attention features to the input dimension through closed-form ridge regression, preserving physical pulse attributes. The output weights are also solved analytically, and accumulated Gram statistics enable batchwise updates. On an 8000-pulse simulated stream, DMHA-BLS reaches 83.17% macro F1 with 200 samples and 91.88% with 8000 samples. It provides a clear advantage over the temporal baselines in the small-sample condition, while their performance gradually approaches DMHA-BLS as the number of labeled pulses increases. In a second 1000-pulse scenario with eight emitters and strongly overlapping PDW ranges, DMHA-BLS remains the top-performing method across the evaluated sample sizes. Full-data training requires 1.57 s, compared with 100–109 s for the evaluated deep networks, indicating a favorable trade-off between sorting performance and computational efficiency. Full article
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2 pages, 133 KB  
Correction
Correction: Albadrani et al. Medication Adherence Among Diabetic Patients in Madinah, Saudi Arabia: Interplay of Cultural Beliefs, Socioeconomic Status, and Clinical Determinants. J. Clin. Med. 2025, 14, 6717
by Muayad Albadrani, Asrar Alharbi, Shahad Aljohani, Reenad Al Harbi, Taif Alluhaybi, Esraa Alammash, Afrah Aljabri and Naweed SyedKhaleel Alzaman
J. Clin. Med. 2026, 15(19), 7599; https://doi.org/10.3390/jcm15197599 (registering DOI) - 30 Sep 2026
Abstract
Text Correction [...] Full article
(This article belongs to the Section Pharmacology)
26 pages, 27791 KB  
Review
Gastrodin and Microglial Autophagy–Pyroptosis Crosstalk: Evidence and Hypotheses Involving the AMPK/mTOR/NLRP3 Axis
by Chan-Yen Kuo, I-Shiang Tzeng, Yi-Chyan Chen and Mao-Liang Chen
Int. J. Mol. Sci. 2026, 27(19), 8754; https://doi.org/10.3390/ijms27198754 (registering DOI) - 30 Sep 2026
Abstract
Gastrodin (GAS), a bioactive glycoside from Gastrodia elata, shows anti-inflammatory and neuroprotective activity in preclinical models. This narrative review evaluates whether autophagy, mitochondrial quality control, and NOD-like receptor family pyrin domain containing 3 (NLRP3)-dependent pyroptosis may contribute to its effects on microglia. [...] Read more.
Gastrodin (GAS), a bioactive glycoside from Gastrodia elata, shows anti-inflammatory and neuroprotective activity in preclinical models. This narrative review evaluates whether autophagy, mitochondrial quality control, and NOD-like receptor family pyrin domain containing 3 (NLRP3)-dependent pyroptosis may contribute to its effects on microglia. Studies in microglial cultures and animal models report reduced inflammatory activation and changes in microglial phenotype after GAS treatment. Related studies in endothelial cells, neurons, macrophages, and whole brain tissue associate GAS with AMP-activated protein kinase (AMPK) signaling, mechanistic target of rapamycin (mTOR) inhibition, autophagy or mitophagy markers, and lower inflammasome or pyroptosis markers. These findings support an AMPK/mTOR/NLRP3-centered working model, but the complete causal chain has not been demonstrated in microglia within a single experimental system. We distinguish microglia-specific observations from evidence extrapolated across cell types and disease models, compare GAS with its metabolite p-hydroxybenzyl alcohol, and discuss limitations of inhibitor-based experiments and variation in dose and sampling time. Inducible microglial genetic deletion, flux measurements, target-engagement assays, and matched pharmacokinetic studies are needed to test this model. Human evidence remains insufficient to confirm the proposed microglial mechanism or its clinical relevance. Full article
(This article belongs to the Special Issue Advances in Bioactivity and Molecular Mechanisms of Natural Products)
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2 pages, 168 KB  
Correction
Correction: Roman, H.E. Embedding Vacuum Fluctuations in the Dirac Equation: On the Neutrino Electric Millicharge and Magnetic Moment. Axioms 2025, 14, 779
by Hector Eduardo Roman
Axioms 2026, 15(10), 723; https://doi.org/10.3390/axioms15100723 (registering DOI) - 30 Sep 2026
Abstract
In the original publication [...] Full article
(This article belongs to the Special Issue Special Functions and Related Topics, 2nd Edition)
21 pages, 1740 KB  
Article
Selection and Adaptive Laboratory Evolution (ALE) of Environment-Derived Microorganisms to Enhance Glycol Removal from Waste Coolants
by Gabriela Woźniak, Aneta Krystyna Urbanek, Zuzanna Chmielewska, Julia Alicja Dybka and Katarzyna Ewa Kosiorowska
Sustainability 2026, 18(19), 9994; https://doi.org/10.3390/su18199994 (registering DOI) - 30 Sep 2026
Abstract
Coolants containing glycols, corrosion inhibitors and anti-foaming additives pose a significant environmental risk due to their limited susceptibility to natural degradation. At the same time, glycols are valuable raw materials widely used across industrial sectors, and global consumption of ethylene glycol, the principal [...] Read more.
Coolants containing glycols, corrosion inhibitors and anti-foaming additives pose a significant environmental risk due to their limited susceptibility to natural degradation. At the same time, glycols are valuable raw materials widely used across industrial sectors, and global consumption of ethylene glycol, the principal component of most coolants, has been steadily increasing. Microbial biodegradation offers an economically and environmentally attractive route for treating spent coolants. In this study, fourteen environment-derived strains from a culture collection, thirteen bacteria and one yeast, were screened for the ability to grow on two chemically distinct industrial coolant matrices: an unused, ethylene-glycol-based product (Petrygo Q NEW) and a propylene-glycol-dominated spent fluid drained from an engine cooling system. Six strains (AC2/2, B3J, 5A, B9F, B16B and 17E) showing the highest growth potential were subjected to adaptive laboratory evolution (ALE) by serial passaging for ten transfers in a minimal medium containing 1.5 g L−1 yeast extract, in which the coolant provided the principal carbon and energy source. Growth dynamics of evolved and ancestral strains were compared by microplate cultivation, glycol depletion was quantified by high-performance liquid chromatography (HPLC) in shake-flask cultures, and tolerance was assessed by spot assays. Adaptation was strain-specific and was generally more pronounced on the spent, propylene-glycol-dominated fluid than on the unused, ethylene-glycol-based product. After selection, removal of ethylene glycol from the spent fluid within 96 h increased from 33.3% to 79.7% for Wickerhamomyces anomalus B16B and from 24.8% to 60.1% for Bacillus sp. B9F, while Pseudomonas sp. AC2/2 depleted 64.3% of the propylene glycol present that is 25.6 g L−1 and the largest mass removed from either matrix. In the unused, ethylene-glycol-based product, removal also increased after ALE, reaching 10.9 g L−1 for AC2/2 from an initial load of about 50 g L−1, but none of these differences were significant. To the best of our knowledge, this is the first application of ALE to an intact commercial coolant and to a spent fluid drained from an engine cooling system, and it demonstrates that non-modified environmental isolates can be improved for the treatment of this hazardous waste stream without genetic modification. Full article
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19 pages, 2466 KB  
Article
Hospital-Based Seroprevalence and Socio-Environmental Predictors of Human Leishmaniasis in Baringo County, Kenya: Implications for One Health Surveillance and Control
by Hellen Njeri Maingi, James Ng’ang’a Chege, Richard B. Yapi, Davis Njuguna Karanja, Maingi Ndichu, Helena Ngowi, Damaris Matoke-Muhia and Bassirou Bonfoh
Pathogens 2026, 15(10), 1026; https://doi.org/10.3390/pathogens15101026 (registering DOI) - 30 Sep 2026
Abstract
Background: Leishmaniasis is a vector-borne neglected tropical disease caused by obligate intracellular protozoan parasites of the genus Leishmania and transmitted by bites from infected female phlebotomine sand flies. Visceral leishmaniasis (VL), the most severe clinical form, remains a major public health concern in [...] Read more.
Background: Leishmaniasis is a vector-borne neglected tropical disease caused by obligate intracellular protozoan parasites of the genus Leishmania and transmitted by bites from infected female phlebotomine sand flies. Visceral leishmaniasis (VL), the most severe clinical form, remains a major public health concern in Eastern Africa and a priority for control and elimination. Although Baringo County is a well-established endemic focus in Kenya, the spatial distribution of human exposure and the socio-environmental determinants of infection remain inadequately characterized. This hospital-based cross-sectional study therefore estimated Leishmania seroprevalence. It assessed the sociodemographic, behavioral, and environmental predictors of seropositivity among patients presenting with clinical features suggestive of VL in two endemic sub-counties of Baringo County. Methods: A hospital-based cross-sectional study was conducted from January to March 2026 at Marigat and Chemolingot Sub-County Hospitals. We enrolled 260 patients with clinical features suggestive of VL through systematic sampling and tested them using the rK39 rapid diagnostic test (RDT) and an indirect enzyme-linked immunosorbent assay (ELISA). We collected sociodemographic, behavioral, household, and environmental data using a structured questionnaire. Associations between explanatory variables and ELISA seropositivity were evaluated using Pearson’s chi-square test or Fisher’s exact test. We included variables with p < 0.25 in multivariable logistic regression to identify independent predictors of seropositivity. Agreement between the rK39 RDT and ELISA was assessed using Cohen’s kappa statistics. We confirmed classical positive cases using bone marrow aspirates. Results: Overall Leishmania seroprevalence was 18.5% (95% CI: 14.2–23.7) by rK39 RDT and 20.8% (95% CI: 16.2–26.2) by ELISA. ELISA seroprevalence was substantially higher in Tiaty Sub-County (36.6%) than in Baringo South Sub-County (4.7%). Residence in Tiaty was independently associated with markedly higher odds of seropositivity than residence in Baringo South [aOR] = 11.30, 95% CI: 1.96–64.97; p = 0.007. Compared with children aged < 15 years, participants aged 15–44 years had lower odds of seropositivity (aOR = 0.30, 95% CI: 0.11–0.93; p = 0.037). Residents without a dog had higher odds of seropositivity (aOR = 3.17, 95% CI: 1.06–9.50; p = 0.039) than those with a dog. After adjustment, no other predicted factors were independently associated with seropositivity, suggesting that geographical differences may have confounded the unadjusted associations. Conclusion: Leishmania seroprevalence was substantial and unevenly distributed, with Tiaty Sub-County and children under 15 years bearing the greatest burden. Therefore, targeted, child-focused surveillance and integrated One Health interventions, including early case detection, improved housing, personal protection, vector-habitat management, and community education, are needed to strengthen VL control and advance the WHO 2030 targets for the Neglected Tropical Diseases Roadmap 2021–2030. Full article
(This article belongs to the Special Issue Leishmania & Leishmaniasis)
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17 pages, 4407 KB  
Article
In Vitro Comparison of Microenvironmental pH Modulation Approaches for Minzasolmin
by Fanny Stauffer, Anne Bouquelle, Sarah Le Meur, Domagoj Segregur, Faiza Laredj, Célal Ates, Christophe Huygens and Gabrielle Pilcer
Pharmaceutics 2026, 18(10), 1243; https://doi.org/10.3390/pharmaceutics18101243 (registering DOI) - 30 Sep 2026
Abstract
Background/Objectives: Minzasolmin is a weakly basic drug developed as a potential therapy in Parkinson’s. Amongst the strategies that have been developed to enhance API solubility, pH modification is an effective and patient-centric approach that improves solubility by creating a microenvironmental pH around the [...] Read more.
Background/Objectives: Minzasolmin is a weakly basic drug developed as a potential therapy in Parkinson’s. Amongst the strategies that have been developed to enhance API solubility, pH modification is an effective and patient-centric approach that improves solubility by creating a microenvironmental pH around the drug. The objective of this study was to evaluate different formulation approaches to develop an immediate-release tablet or capsule containing fumaric acid as a pH modifier. Methods: Ten formulations were developed, varying the degree of contact between the API and pH modifier. These formulations were then assessed in three biorelevant dissolution conditions to estimate their robustness towards variations in gastric pH. Results: In highly buffered conditions, only the over-encapsulated tablet showed a clear improvement in the dissolution profile, with up to 5.1 times the percentage dissolved compared to the capsule without acid and up to 1.4 times compared to the target granule-in-capsule with acid. In low-buffered conditions, though, all prototypes with acid showed an improvement in the percentage dissolved, between 54 and 79 times compared to that of the capsule without acid, regardless of the degree of contact between the organic acid and the API. This was associated with a decrease in pH to 5 in the gastric compartment. Conclusions: These results suggested that the acidic microenvironment, estimated via the bulk pH, and hence the dissolution rate may not require such a high degree of contact between the API and the pH modifier. Based on in vitro results, the over-encapsulated tablet as well as prototypes with a lower degree of contact between the acid and PI will be evaluated in vivo in a future study to evaluate the bio-relevance of the approach. Full article
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17 pages, 793 KB  
Article
Incident Atrial Fibrillation Following Anthracycline-Based Adjuvant Chemotherapy in Women with Breast Cancer: A Single-Centre Retrospective Cohort Study
by Abdulla Arslan, Özgür Çağaç, Fatih Beşiroğlu and Burak Hünük
Biomedicines 2026, 14(10), 2214; https://doi.org/10.3390/biomedicines14102214 (registering DOI) - 30 Sep 2026
Abstract
Background/Objectives: Anthracyclines carry considerable cardiotoxicity risk, and atrial fibrillation (AF) during cancer treatment adversely affects morbidity and mortality. We compared the incidence of clinically documented AF and explored its early clinical correlates between anthracycline-containing and non-anthracycline adjuvant regimens in triple-negative breast cancer [...] Read more.
Background/Objectives: Anthracyclines carry considerable cardiotoxicity risk, and atrial fibrillation (AF) during cancer treatment adversely affects morbidity and mortality. We compared the incidence of clinically documented AF and explored its early clinical correlates between anthracycline-containing and non-anthracycline adjuvant regimens in triple-negative breast cancer (TNBC). Methods: This single-centre retrospective cohort included consecutive women with stage II TNBC treated with breast-conserving surgery and adjuvant doxorubicin–cyclophosphamide followed by docetaxel (AC-T) or docetaxel–cyclophosphamide (TC) between 2018 and 2023. ECG and echocardiography were performed at baseline, month one, and month six. Clinically documented AF was defined as AF documented on a scheduled or symptom-triggered 12-lead ECG or as AF lasting ≥30 s on symptom-triggered 72 h Holter monitoring. Patients with structural or coronary heart disease, complete bundle branch block, or non-sinus rhythm were excluded. Results: Among 140 women (mean age, 64 ± 12 years; 64 AC-T), 17 (12.1%) developed clinically documented AF within six months. AF was more frequent with AC-T (18.8% vs. 6.6%; absolute risk difference, 12.2% [95% CI, 1.1–23.3%]; risk ratio, 2.85 [1.07–7.58]; log-rank p = 0.030), and the association persisted after inverse probability of treatment weighting (OR, 3.28 [1.05–10.24]). At one month, PR prolongation > 20 ms was associated with incident AF (OR, 5.16 [1.79–14.89]), whereas conventional echocardiographic changes did not differ between regimens. Conclusions: The AC-T regimen was associated with more clinically documented incident AF than TC. Early PR prolongation, occurring without detectable changes in conventional echocardiographic parameters, may be an informative early electrical signal of AF risk, although prospective validation is required. Full article
(This article belongs to the Section Molecular and Translational Medicine)
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16 pages, 537 KB  
Article
Is There a Correlation Between Inflammatory Markers and Anti-Müllerian Hormone Level in Non-Obese Patients with Polyendocrine Metabolic Ovarian Syndrome?
by Dominika Gałczyńska, Natalia Przybyła, Kinga Wołkowska, Teresa Wójtowicz, Kamil Kiecka, Dagmara Pluta and Grzegorz Franik
Biomedicines 2026, 14(10), 2215; https://doi.org/10.3390/biomedicines14102215 (registering DOI) - 30 Sep 2026
Abstract
Background: The relationship between low-grade inflammation and anti-Müllerian hormone (AMH) in Polyendocrine Metabolic Ovarian Syndrome (PMOS) remains incompletely understood. This study aimed to compare inflammatory markers and AMH concentrations between non-obese women with PMOS and controls and to assess the associations between [...] Read more.
Background: The relationship between low-grade inflammation and anti-Müllerian hormone (AMH) in Polyendocrine Metabolic Ovarian Syndrome (PMOS) remains incompletely understood. This study aimed to compare inflammatory markers and AMH concentrations between non-obese women with PMOS and controls and to assess the associations between these markers and AMH. Methods: This single-centered retrospective study involved 92 patients divided into two groups: a control group of 45 patients and 47 patients newly diagnosed with PMOS according to Rotterdam criteria. Results: Compared with controls, patients with PMOS had significantly higher median concentrations of CRP (3.902 vs. 1.038), IL-6 (4.15 vs. 2.28), and TNF-α (3.35 vs. 1.95), as well as higher white blood cell and lymphocyte counts. Median AMH (6.47 vs. 3.04), LH (8.77 vs. 6.93), and testosterone (0.415 vs. 0.317) concentrations were also significantly higher in the PMOS group. Conversely, NLR and PLR were higher in controls. When both groups were analyzed together, AMH correlated positively with IL-6 (r = 0.53), CRP (r = 0.53), TNF-α (r = 0.54), LH (r = 0.50), and testosterone (r = 0.44). In the pooled cohort, AMH correlated positively with CRP, IL-6, and TNF-α. Although TNF-α was significantly associated with AMH in the initial multivariable quantile regression models, these associations were no longer statistically significant after adjustment for PCOS/control status. Group status remained significantly associated with AMH at the 90th percentile. Conclusions: No statistically significant correlations were found between AMH levels and inflammatory markers in non-obese patients with PMOS or in healthy women. Full article
(This article belongs to the Special Issue Ovarian Physiology and Reproduction)
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31 pages, 4993 KB  
Article
Machine Learning-Based Prediction of the Dry Sliding Wear Behaviour of Al2O3-Al6061 Metal Matrix Composites
by Subrahmanya Ranga Viswanath Mantha, Rakesh Prasad, Zuraida Abal Abas, Veeresh Kumar Gonal Basavaraja, Pramod Ramakrishna, Shashi Kumar M E, Santosh Kumar Sahu and Mohammed Aman
Lubricants 2026, 14(10), 374; https://doi.org/10.3390/lubricants14100374 (registering DOI) - 30 Sep 2026
Abstract
This study investigated the dry sliding wear behaviour of Al2O3 particulates (2–6 wt.%) in Al6061 metal matrix composites produced by ultrasonic stir casting, examining mechanical and tribological behaviour. We modelled wear rate using machine learning. Optical studies confirmed uniform Al [...] Read more.
This study investigated the dry sliding wear behaviour of Al2O3 particulates (2–6 wt.%) in Al6061 metal matrix composites produced by ultrasonic stir casting, examining mechanical and tribological behaviour. We modelled wear rate using machine learning. Optical studies confirmed uniform Al2O3 particle dispersion, minimal agglomeration, and strong interfacial bonding between the Al6061 and Al2O3 phases. With an increase in Al2O3 content, density and hardness increased by 1.3% and 33%, respectively. The Al6061–6 wt.% Al2O3 composite exhibited 40% higher wear resistance than the base alloy in dry-sliding conditions, with sliding distance varying between 0 and 10,000 m and load varying between 0 and 50 N. At lower loads and shorter sliding distances, abrasive wear dominated; as load and sliding distance increased, the dominant wear mechanism shifted to delamination and adhesion wear. Moreover, tribological testing at 6 wt.% reinforcement showed a 40% improvement in dry sliding wear resistance, with applied normal load and sliding distance varying between 10 and 50 N, and 1000 and 10,000 m, respectively. The specific wear rate was subsequently modelled and predicted using K-Nearest Neighbours (KNN), Support Vector Regression (SVR), Artificial Neural Networks (ANNs), Random Forests (RFs), and Gradient Boosting Machines (GBMs). Among these, the RF model achieved the highest accuracy (R2 = 0.946). Based on feature importance analysis, applied normal load and sliding distance are the most influential factors in wear. As a result, in dry-sliding conditions, Al6061-Al2O3 MMCs show a stable wear response, thereby improving dataset homogeneity and model performance. Overall, this study used experimental insights and predictive analytics to predict MMC wear behaviour. By employing ML models, composite design and wear can be optimised. Additionally, feature importance analysis showed that applied normal load and sliding distance best predicted wear rate. Full article
(This article belongs to the Special Issue AI and Robots for Advanced Tribology)
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27 pages, 6878 KB  
Article
Zircon U–Pb Geochronology, Geochemistry, and Sr–Nd–Pb–Hf Isotopes of the Qula Syenogranite in the Central Lhasa Terrane, Tibet, Western China: Petrogenesis and Tectonic Implications
by Xinxin Wang, Guoqiang Yan, Jingguo Bai, Hong Liu, Jianxin Hu, Chao Che, Lijun Jin, Fugui Pang and Lu Zhao
Minerals 2026, 16(10), 1010; https://doi.org/10.3390/min16101010 (registering DOI) - 30 Sep 2026
Abstract
The Early Cretaceous post-collisional magmatic evolution of the central Lhasa Terrane remains hotly debated, and the Qula syenogranite provides new constraints on crust–mantle interaction. Whole-rock major and trace element analyses, zircon LA-ICP-MS U–Pb dating, and Sr–Nd–Pb–Hf isotopic analyses were carried out on seven [...] Read more.
The Early Cretaceous post-collisional magmatic evolution of the central Lhasa Terrane remains hotly debated, and the Qula syenogranite provides new constraints on crust–mantle interaction. Whole-rock major and trace element analyses, zircon LA-ICP-MS U–Pb dating, and Sr–Nd–Pb–Hf isotopic analyses were carried out on seven samples from this newly recognized pluton to decipher its petrogenesis and tectonic setting. This pluton exhibits typical geochemical signatures of a weakly peraluminous, ferroan A2-type granite, including elevated SiO2 and total alkalis, low Al2O3 and CaO contents, high FeOT/(FeOT + MgO) (0.86–0.91) and 10,000 × Ga/Al (2.9–3.1), prominent negative Eu anomalies, chondrite-normalized rare earth element patterns with a seagull shape, enrichment in Rb, Th, U, Zr, and Hf, and depletion in Ba, Sr, P, Nb, and Ti. Zircon U–Pb dating yields a weighted mean crystallization age of 105.6 ± 0.46 Ma (MSWD = 1.16, n = 24), corresponding to the late Early Cretaceous. Positive zircon εHf(t) (+4.4 to +5.8), moderately negative whole-rock εNd(t) values (−5.3 to−3.4), and radiogenic Pb isotopic compositions together indicate that the parental magma most likely originated from the partial melting of juvenile lower crust, with contributions from both ancient basement and mantle-derived melts. Slab break-off of the southward-subducted Bangong–Nujiang lithosphere and consequent asthenospheric upwelling following the Qiangtang–Lhasa collision provide the tectonic scenario most consistent with these data, and the magma subsequently underwent extensive fractional crystallization dominated by K-feldspar, plagioclase, and biotite to form the Qula A2-type syenogranite. Full article
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22 pages, 1805 KB  
Review
Drug–Drug Conjugates as Intelligent Preclinical Platforms for Targeted Cancer Therapy
by Aya Abufara, Mohamad A. K. Mousa and Hamdi Nsairat
Biomolecules 2026, 16(10), 1417; https://doi.org/10.3390/biom16101417 (registering DOI) - 30 Sep 2026
Abstract
Drug–drug conjugates (DDCs), in which two active pharmaceutical ingredients (APIs) are linked covalently within a single molecular structure to produce a synergistic therapeutic effect, represent an emerging category of single-molecule therapeutics. These conjugates differ from conventional combination therapies by utilising well-defined covalent chemical [...] Read more.
Drug–drug conjugates (DDCs), in which two active pharmaceutical ingredients (APIs) are linked covalently within a single molecular structure to produce a synergistic therapeutic effect, represent an emerging category of single-molecule therapeutics. These conjugates differ from conventional combination therapies by utilising well-defined covalent chemical linkages (such as amide, ester, disulfide, and carbamate bonds), usually coupled with self-immolative spacers. This structural architecture ensures synchronised intracellular delivery and controlled, stimulus-responsive release of the parent APIs in a fixed stoichiometry. In oncology, this strategy is especially attractive because it reduces systemic toxicity, improves intratumoral accumulation, and helps bypass resistance mechanisms that limit conventional chemotherapy. Recent advances in linker chemistry, tumour-responsive cleavage, and self-immolative systems have shifted these constructs from simple mutual prodrugs toward intelligent, adaptive delivery platforms. This review summarizes how DDCs mitigate off-target effects, overcome cellular resistance, exploit tumor-specific triggers, and evolve into next-generation translational cancer therapeutics. Full article
(This article belongs to the Special Issue Preclinical: Drug, Model and Imaging Development)
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