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Keywords = liquid-liquid extraction

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45 pages, 2858 KB  
Article
Bridging Traditional Wisdom and Evidence-Based Pharmaceutics: Comprehensive Specification and Biological Activity of the Wannachawee Recipe for Psoriasis
by Supreeya Tantipat, Wannaree Charoensup, Kongkiat Trisuwan, Phraepakaporn Kunnaja, Seewaboon Sireeratawong, Surapol Natakankitkul, Surasak Imiam, Apinya Rachkeeree, Ratchuporn Suksathan and Sunee Chansakaow
Plants 2026, 15(9), 1344; https://doi.org/10.3390/plants15091344 (registering DOI) - 28 Apr 2026
Abstract
The Wannachawee Recipe (WCR) is a traditional Thai herbal formulation with a clinical history of use in psoriasis. An observational study conducted at Prapokklao Hospital reported that 93% of psoriasis patients showed good clinical responses. However, the absence of standardized quality control parameters [...] Read more.
The Wannachawee Recipe (WCR) is a traditional Thai herbal formulation with a clinical history of use in psoriasis. An observational study conducted at Prapokklao Hospital reported that 93% of psoriasis patients showed good clinical responses. However, the absence of standardized quality control parameters remains a critical barrier to its pharmaceutical reproducibility, safety, and integration into mainstream clinical practice. This study established robust quality specifications and a phytochemical profiling for WCR, in accordance with the Thai Herbal Pharmacopoeia (THP) guidelines, to support its development from traditional use to a standardized therapeutic agent. A multimodal analytical approach was employed, integrating microscopic characterization, physicochemical evaluation, and advanced instrumental techniques. Phytochemical characterization was conducted using High-Performance Liquid Chromatography (HPLC) fingerprinting and Compact Mass Spectrometry (CMS). A validated HPLC method was developed to quantify trans-p-coumaryl alcohol, a key bioactive marker. Anti-inflammatory activity was further assessed by measuring inhibition of nitric oxide production. Physicochemical analysis established rigorous benchmarks, including ethanol-soluble extractive (8.73 ± 0.15% w/w), water-soluble extractive (18.89 ± 0.09% w/w), and loss on drying (<10%), which ensure long-term stability and microbial safety. CMS analysis successfully identified key chemical constituents, including alpha-amyrin, stemone, protocatechuic acid, and trans-p-coumaryl alcohol. HPLC fingerprinting demonstrated high batch-to-batch consistency, while quantitative analysis determined a trans-p-coumaryl alcohol content of 8.77 mg/g extract. Critically, biological evaluation showed that WCR exhibited potent anti-inflammatory activity by inhibiting nitric oxide production, with a superior inhibitory effect compared with the reference drug indomethacin. This study provides a preliminary scientific framework for the standardization of WCR. It defines precise quality specifications and a potential bioactive marker, establishing the rigor needed for regulatory certification and industrial production. This work connects traditional Thai medicine with evidence-based pharmaceutics, positioning WCR as a promising therapy for psoriasis. Full article
23 pages, 933 KB  
Article
Bioactive Compounds, Antioxidant Potential, and Cytotoxic Activities of Submerged Cultivated Mycelia of Medicinal Higher Basidiomycetous Mushrooms
by Ana Gamkrelidze, Violeta Berikashvili, Tinatin Kachlishvili, Nina Kulikova, Vladimir Elisashvili, Olga Bragina, Maria Kulp and Mikheil Asatiani
Sci 2026, 8(5), 98; https://doi.org/10.3390/sci8050098 (registering DOI) - 28 Apr 2026
Abstract
Natural antioxidants are essential for protecting the body against oxidative stress and exhibit a wide range of biological activities. In this context, forty extracts derived from ten submerged cultivated mushroom species were analyzed for their mycochemical composition, antioxidant capacity, and cytotoxic effects against [...] Read more.
Natural antioxidants are essential for protecting the body against oxidative stress and exhibit a wide range of biological activities. In this context, forty extracts derived from ten submerged cultivated mushroom species were analyzed for their mycochemical composition, antioxidant capacity, and cytotoxic effects against MCF7 breast cancer cells. Qualitative and quantitative screening revealed that, among the detected classes of bioactive compounds, the extracts were predominantly enriched in flavonoids, terpenoids, and phenolic constituents. Considerable variation was observed in the levels of total phenolics, flavonoids, and ascorbic acid among different species and solvent extracts. The highest total phenolic contents were detected in ethanol and ethyl acetate extracts of G. frondosa (110.0 ± 6.4, 227.6 ± 14.2, and 160.5 ± 5.3 mg GAE/g), while the water extract of F. velutipes also exhibited elevated phenolic levels (119.2 ± 6.5 mg GAE/g). Flavonoid concentrations ranged from 102.5 ± 10.5 to 359.9 ± 2.5 mg QE/g in biomass and culture liquid extracts obtained with organic solvents. Ascorbic acid content was generally highest in ethyl acetate culture liquid extracts, suggesting solvent-dependent enrichment of antioxidant metabolites. Free radical scavenging activity increased in a concentration-dependent manner, reaching inhibition values more than 90% at 20 mg/mL in all tested mushrooms. Cytotoxicity assays demonstrated that extract type, solvent, and incubation time strongly influenced the inhibition of MCF7 cell viability. Ethyl acetate extracts from H. erinaceus, P. ostreatus, T. versicolor, and T. pubescens exhibited the strongest cytotoxic effects, reducing cell viability by up to 70% at higher concentrations. The results demonstrate that mushroom extracts, particularly ethyl acetate extracts, possess significant antioxidant and cytotoxic activities. These findings highlight their potential as promising natural sources of medicinal bioactive compounds for antioxidant and anticancer applications. Full article
(This article belongs to the Section Biology Research and Life Sciences)
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20 pages, 1614 KB  
Article
Chemical Characterisation of Cytisus striatus: A Multi-Technique Approach Using GC-MS, LC-HRMS/MS, NIR, and FT-RAMAN
by Débora Caramelo, Tiago A. Fernandes, Eugenia Gallardo, Ofélia Anjos and Jorge Gominho
Plants 2026, 15(9), 1338; https://doi.org/10.3390/plants15091338 - 28 Apr 2026
Abstract
The Cytisus striatus species is a biologically important plant recognised for its high flavonoid content. However, the chemical composition of this species has yet to be fully described. The purpose of this study was to identify flavonoids and related secondary metabolites using advanced [...] Read more.
The Cytisus striatus species is a biologically important plant recognised for its high flavonoid content. However, the chemical composition of this species has yet to be fully described. The purpose of this study was to identify flavonoids and related secondary metabolites using advanced analytical techniques, including gas chromatography, liquid chromatography, and NIR and Raman spectroscopy. Ethanolic extracts of flowers, fruits, and twigs/leaves contain highly beneficial flavonoids, with chrysin being the main compound detected in all plant parts. It was quantified by HPLC-DAD at levels ranging from 0.90 to 2.27 mg/g extract in samples collected from three different locations. NIR and FT-RAMAN analysis provided complementary information on the overall chemical fingerprint of the plant material. PCA of the spectroscopic data revealed minor site-related differences in global spectral profiles, with PC1 explaining 85% of the variability in flowers and fruits and 72% in twigs/leaves for FT-NIR, while FT-RAMAN analysis of fruit extracts showed a PC1 accounting for 97% of the variance. This study provides a basis for future research on the biological properties of Cytisus striatus and for further assessment of its potential relevance in pharmaceutical and/or food-related applications. Full article
(This article belongs to the Section Phytochemistry)
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24 pages, 3028 KB  
Article
Polyphenol-Rich Extract from Archidendron clypearia: Optimization, Characterization, and Hypouricemic Activity
by Danna Yan, Ziyan Hong, Zhimin Zhao, Wenzhe Yang and Depo Yang
Molecules 2026, 31(9), 1451; https://doi.org/10.3390/molecules31091451 - 27 Apr 2026
Abstract
This study aimed to optimize the ultrasonic-assisted extraction of polyphenols from Archidendron clypearia and to evaluate their anti-hyperuricemic effects. Polyphenols from medicinal plants have attracted increasing attention due to their potential roles in regulating uric acid metabolism. In this study, single-factor experiments combined [...] Read more.
This study aimed to optimize the ultrasonic-assisted extraction of polyphenols from Archidendron clypearia and to evaluate their anti-hyperuricemic effects. Polyphenols from medicinal plants have attracted increasing attention due to their potential roles in regulating uric acid metabolism. In this study, single-factor experiments combined with Box–Behnken response surface methodology were employed to optimize extraction conditions, and an entropy weighting method was applied to integrate total polyphenols and Archidendrin I into a comprehensive evaluation index. The bioactivity of the obtained extract was further assessed through in vitro assays and a hyperuricemic mouse model. The optimal extraction conditions were determined to be 50% ethanol, a liquid-to-material ratio of 30, and 31 min of sonication, yielding 175 mg GAE/g DW of total polyphenols and 80.34 mg/g DW of Archidendrin I. The extract exhibited significant xanthine oxidase inhibitory activity, reduced serum uric acid levels, regulated urate transporters (URAT1, GLUT9, and ABCG2), and alleviated renal and hepatic injury in hyperuricemic mice. These findings indicate that the optimized process enables efficient extraction of polyphenols from Archidendron clypearia, and the resulting extract exerts beneficial regulatory effects on uric acid metabolism, highlighting its potential as a natural agent for hyperuricemia management. Full article
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20 pages, 1515 KB  
Article
A Study on the Prediction Model of Corrosion Rate of Different Metal Pipe Sleeves Based on CNN-LSTM Hybrid Deep Learning Model
by Yanyongxu Bai, Haoyu Mao, Shaoxuan Sun and Yu Suo
Processes 2026, 14(9), 1399; https://doi.org/10.3390/pr14091399 - 27 Apr 2026
Abstract
The phenomenon of CO2 corrosion of downhole tubing is widespread in oil and gas extraction. Currently, there is a lack of applicable prediction methods for the corrosion rates of different metal tubing in the liquid phase CO2 environment. To address this [...] Read more.
The phenomenon of CO2 corrosion of downhole tubing is widespread in oil and gas extraction. Currently, there is a lack of applicable prediction methods for the corrosion rates of different metal tubing in the liquid phase CO2 environment. To address this issue, this paper systematically investigates the anti-corrosion mechanisms and influencing factors of different metal casings and proposes a deep learning model combining convolutional neural networks and long short-term memory networks. Based on laboratory corrosion experimental data, the model extracts spatial features of parameters affecting the corrosion rate through CNN and captures their temporal dependencies through LSTM. This paper builds a pipe corrosion rate prediction model based on the TensorFlow framework and compares the prediction results with those of the traditional D-W empirical model and the SRV machine learning model. The results showed that the CNN-LSTM model maintained high prediction accuracy regardless of high or low chromium content, with R2 reaching 0.83 and 0.94 respectively, solving the problem that existing models have difficulty effectively simulating complex corrosion behavior under flowing corrosive media conditions. The model was verified using the remaining wall thickness of the actual application casing in the field, and the accuracy was over 80%. The established prediction method can be extended to predict the corrosion rate of pipes under similar corrosion conditions. Full article
(This article belongs to the Section Chemical Processes and Systems)
28 pages, 14202 KB  
Article
In Situ Thai Apis mellifera Propolis Film as Potential Protective Phytopharmaceuticals Against UVB-Induced HaCaT Keratinocyte Damage
by Takron Chantadee, Anyamanee Chatsirisupachai, Ampai Phrutivorapongkul, Sunee Chansakaow, Sasithorn Sirilun and Onusa Thamsermsang
Pharmaceuticals 2026, 19(5), 680; https://doi.org/10.3390/ph19050680 (registering DOI) - 27 Apr 2026
Abstract
Background/Objectives: Propolis is well recognized for its antioxidant, anti-inflammatory, and wound-healing properties, supporting its cutaneous application in phytopharmaceuticals for the management of ultraviolet B (UVB)-induced skin damage. However, the application of propolis is limited by its intense coloration, stickiness, and poor user [...] Read more.
Background/Objectives: Propolis is well recognized for its antioxidant, anti-inflammatory, and wound-healing properties, supporting its cutaneous application in phytopharmaceuticals for the management of ultraviolet B (UVB)-induced skin damage. However, the application of propolis is limited by its intense coloration, stickiness, and poor user convenience. In situ film-forming systems (FFS) represent a novel dosage form designed to overcome these challenges, although efficacy data for using FFS remains limited. Consequently, this study aimed to develop a propolis-based FFS and evaluate its efficacy in mitigating UVB-irradiated HaCaT keratinocytes. Methods: Apis mellifera propolis was macerated and analyzed for total phenolic content (TPC) and total flavonoid content (TFC), radical scavenging activity (DPPH assay), and nitric oxide scavenging capability. Bioactive compounds were identified using high-performance liquid chromatography analysis (HPLC). The propolis extract was formulated into FFS and investigated on UVB-damaged HaCaT keratinocytes. An MTT viability assay, propidium iodide flow cytometry for cell cycle analysis, and a scratch wound healing assay were used to evaluate the therapeutic effects of the FFS. Results: The 72 h macerated propolis extract contained high levels of TPC, TFC, and targeted phytochemicals. The propolis extract exhibited free radical scavenging and nitric oxide inhibitory activities. Seven formulations exhibited suitable performance, with formulation F7 (FFS-F7) demonstrating superior drying time and dose-dependent free radical scavenging. Notably, FFS-F7 (≥12.5 µg/mL) significantly enhanced HaCaT proliferation, mitigated UVB-induced cell cycle arrest, reduced cellular damage, and accelerated wound closure. Conclusions: This study successfully developed an FFS that not only overcomes these physical drawbacks but also preserves the biological activity of the extract. The significant protective and restorative effects against UVB-induced HaCaT damage demonstrate the therapeutic potential of Thai Apis mellifera propolis and establish the FFS as a versatile base with the potential for delivering other bioactive compounds. Full article
(This article belongs to the Special Issue Natural Products for Skin Applications)
29 pages, 5238 KB  
Article
Enhanced Heavy Oil Recovery Using [Bmim][ClO4] Ionic Liquid and Solvent Synergy: Mechanistic Insights and Experimental Validation
by Xuanrui Wang, Ke Xu, Yuxing Tan, Xinru Liang, Pindong Tan, Yu Sun, Jinjian Hou, Cheng Niu and Jinze Du
Coatings 2026, 16(5), 523; https://doi.org/10.3390/coatings16050523 (registering DOI) - 27 Apr 2026
Abstract
Separating heavy oil from solid matrices is still difficult, mainly because of the strong adhesion between oil and solids and the intrinsically high viscosity of heavy oil, both of which restrict efficient large-scale recovery. Ionic liquids have recently attracted attention as additives that [...] Read more.
Separating heavy oil from solid matrices is still difficult, mainly because of the strong adhesion between oil and solids and the intrinsically high viscosity of heavy oil, both of which restrict efficient large-scale recovery. Ionic liquids have recently attracted attention as additives that may improve extraction performance. In this work, [Bmim][ClO4] was introduced into toluene- and xylene-based solvent systems to examine its role in heavy-oil recovery. The extraction performance was evaluated through recovery yield, viscosity, contact angle, oil–solid interaction force, and SARA composition. Molecular dynamics simulation was also carried out to probe how [Bmim][ClO4] interacts with heavy-oil components and how it influences the diffusion of saturates, aromatics, resins, and asphaltenes. The results show that the addition of [Bmim][ClO4] improved heavy-oil recovery in every solvent system tested, with the highest value, 89.31 wt%, obtained in the toluene system. At the same time, the ionic liquid lowered the viscosity, reduced the contact angle, and weakened the adhesion between the oil phase and the solid surface, all of which favored oil–solid separation. SARA analysis further indicated that the extraction of heavier fractions, especially resins and asphaltenes, became more pronounced after adding the ionic liquid. Simulation results suggest that [Bmim][ClO4] interacts more strongly with resins and asphaltenes, disrupts their associated structures, and facilitates mass transfer. Taken together, these results suggest that [Bmim][ClO4] improves heavy-oil extraction by altering interfacial behavior and loosening the aggregated structure of heavy fractions, which may be useful for future process optimization. Full article
(This article belongs to the Section Environmental Aspects in Colloid and Interface Science)
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16 pages, 8212 KB  
Article
Chemometric Analysis of Activated Sludge Parameters Variation Under Anaerobic Conditions as a Tool to Support Sustainable Wastewater Treatment Process
by Krzysztof Piaskowski, Bartosz Walendzik and Tomasz Dąbrowski
Sustainability 2026, 18(9), 4300; https://doi.org/10.3390/su18094300 (registering DOI) - 27 Apr 2026
Abstract
The activated sludge process, along with its modifications, is currently the most widely used wastewater treatment method to achieve desired environmental outcomes. However, it is also characterized by operational instability resulting from changing conditions, a wide range of quantitative and qualitative wastewater parameters, [...] Read more.
The activated sludge process, along with its modifications, is currently the most widely used wastewater treatment method to achieve desired environmental outcomes. However, it is also characterized by operational instability resulting from changing conditions, a wide range of quantitative and qualitative wastewater parameters, and technical and technological factors. Multi-parameter analysis of biological processes enables more comprehensive control through the use of chemometric techniques, modeling, artificial neural networks, and AI in the decision-making process. This article presents the results of a multivariate data analysis of parameters of activated sludge suspension held under anaerobic conditions. Several correlations were identified between parameters characterizing activated sludge and sludge liquid. PCA and HCA analyses enabled the extraction of three sets of parametric clusters. They reflect specific stages of sludge transformation under anaerobic conditions: initial high biological activity (cluster I), degradation and nutrient release (cluster II), and stabilization with minimal sludge activity (cluster III). These clusters indicate characteristic qualitative changes in sludge and sludge liquid, which can serve as effective control and optimization tools for biological wastewater treatment processes. Statistical and chemometric analyses demonstrate the potential to rapidly assess the condition of activated sludge or the stage of anaerobic transformation by correlating individual parameters. This is an example of how these tools can be used to control wastewater treatment processes more effectively, including in anaerobic conditions. Such control may improve treatment quality and the energy efficiency of the process. It will also help reduce the impact of treatment plants on the aquatic environment and enable the reuse of wastewater that is more effectively treated, which is undoubtedly an important element of sustainable development. Full article
(This article belongs to the Section Environmental Sustainability and Applications)
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12 pages, 581 KB  
Article
An Initial Survey of Targeted Anticancer Drug Residues in Municipal Wastewater of Bangkok, Thailand
by Aksorn Saengtienchai, Yared Beyene Yohannes, Somkiat Sreebun, Yoshinori Ikenaka, Shouta M. M. Nakayama, Mayumi Ishizuka and Usuma Jermnak
Environments 2026, 13(5), 246; https://doi.org/10.3390/environments13050246 - 25 Apr 2026
Viewed by 186
Abstract
The increasing prevalence of cancer in Thailand over the past decade has resulted in a substantial rise in the use of anticancer drugs, which are eventually discharged into municipal wastewater through hospital and domestic effluents. The inability of conventional wastewater treatment systems to [...] Read more.
The increasing prevalence of cancer in Thailand over the past decade has resulted in a substantial rise in the use of anticancer drugs, which are eventually discharged into municipal wastewater through hospital and domestic effluents. The inability of conventional wastewater treatment systems to completely remove these pharmaceuticals has been widely reported. The continuous release of these emerging anticancer agents into aquatic environments reduces water quality and threatens biodiversity. Even at trace levels, these compounds may act as persistent pollutants capable of impairing ecosystem. This study investigated the occurrence and concentration levels of three widely used chemotherapeutic agents including cyclophosphamide (COP), doxorubicin (DOX), and vincristine (VIN) in Bangkok’s municipal wastewater to evaluate their potential environmental risks. Thirty-two influent and effluent wastewater samples were collected from eight large-scale wastewater treatment plants (WWTPs) from October 2024 to January 2025. Samples were processed using solid-phase extraction (SPE) and analyzed by liquid chromatography–triple quadrupole mass spectrometry (LC–MS/MS). The analytical method demonstrated high precision and reproducibility, with relative standard deviations (%RSD) below the 20% acceptance limit for all compounds. Method accuracy ranged from 81.84% to 107.21%. Results showed the presence of only COP in almost influent and effluent at levels ranging from 0.26 to 2.06 µg/L. In contrast, DOX and VIN levels remained consistently below the limits of quantitation (LOQ) in all WWTP samples. This study establishes the first baseline for COP, DOX, and VIN contamination in Bangkok’s municipal wastewater. Notably, the residue of COP in wastewater suggests that current wastewater treatment facilities in Thailand are insufficient for its removal, posing a potential long-term risk to local aquatic ecosystems. Full article
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25 pages, 2305 KB  
Article
Pesticides and Trace Element Residues in Honey from Northern Croatia
by Damir Pavliček, Marija Sedak, Nina Bilandžić, Ivana Varenina, Ivana Tlak Gajger, Anton Gradišek, Mariša Ratajec and Maja Đokić
Foods 2026, 15(9), 1502; https://doi.org/10.3390/foods15091502 - 25 Apr 2026
Viewed by 173
Abstract
The rapid translocation of pesticide and metal residues in the environment and their entry into the food chain pose a significant risk to human health. Given the high global consumption of honey, quality control emphasizes the need for continuous monitoring and risk assessment. [...] Read more.
The rapid translocation of pesticide and metal residues in the environment and their entry into the food chain pose a significant risk to human health. Given the high global consumption of honey, quality control emphasizes the need for continuous monitoring and risk assessment. To evaluate contamination levels in honey from northern Croatia, a region with intensive agricultural land use, 38 comb honey and 22 extracted honey samples were collected by purposive one-time sampling in June 2023. These samples were analyzed for 190 pesticides using liquid chromatography–tandem mass spectrometry (LC-MS/MS) and gas chromatography–tandem mass spectrometry (GC-MS/MS), and for 17 trace metal(loid)s using inductively coupled plasma mass spectrometry (ICP-MS). The highest detection frequencies were observed for fipronil-sulfone, trifloxystrobin, and coumaphos in comb honey, and for N-(2,4-dimethylphenyl)-formamide (DMF) and N-(2,4-dimethylphenyl)-N′-methylformamidine (DPMF) in extracted honey. Glyphosate was the only pesticide to exceed the European Union (EU) maximum residue level (MRL) of 0.05 mg/kg in three honey samples. Elemental analysis quantified most target metals, with aluminum (Al), copper (Cu), iron (Fe), manganese (Mn), nickel (Ni) and zinc (Zn) being the most abundant, while silver (Ag), arsenic (As), and selenium (Se) were not detected in this study. None of the samples contained lead (Pb) above the regulatory limit for honey established in the EU (0.1 mg/kg). To ensure food safety, further efforts are required to assess the health risks associated with exposure to these contaminants through consumption of the evaluated food. Full article
(This article belongs to the Section Food Toxicology)
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12 pages, 611 KB  
Article
Rapid MALDI-TOF Mass Spectrometry Identification of the Chalkbrood Pathogen Ascosphaera apis
by Barbara Hočevar, Darja Kušar, Igor Gruntar, Cene Gostinčar and Irena Zdovc
J. Fungi 2026, 12(5), 311; https://doi.org/10.3390/jof12050311 - 23 Apr 2026
Viewed by 448
Abstract
Ascosphaera apis is a fungal pathogen of honeybee larvae and the primary cause of chalkbrood disease, which weakens bee colonies, impairing their ability to function effectively and making them more susceptible to other pathogens and environmental stressors. This study aimed to develop and [...] Read more.
Ascosphaera apis is a fungal pathogen of honeybee larvae and the primary cause of chalkbrood disease, which weakens bee colonies, impairing their ability to function effectively and making them more susceptible to other pathogens and environmental stressors. This study aimed to develop and validate an in-house matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) spectral library for A. apis. A new MALDI-TOF MS library was constructed using reference Ascosphaera species and validated through whole-genome-based confirmation of 31 clinical isolates of A. apis. Three different protein extraction methods were tested and compared: liquid cultivation, formic acid–ethanol extraction and extended direct transfer. Our findings demonstrate that MALDI-TOF MS is a rapid and reliable tool for identifying A. apis under the tested laboratory conditions and within the analyzed strain set, with no misidentifications observed for the liquid cultivation and formic acid–ethanol extraction methods. The extended direct mycelium transfer method was slightly less effective but still showed a high sensitivity of 83.9%. This study provides a foundation for improving diagnostic approaches in the management of honeybee fungal diseases. Full article
(This article belongs to the Section Fungal Evolution, Biodiversity and Systematics)
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36 pages, 1276 KB  
Article
Extending MISP Taxonomies for Drug-Related Forum Classification on the Dark Web: A Human-in-the-Loop and LLM-Based Approach
by José-Amelio Medina-Merodio, Mikel Ferrer-Oliva, Alejandro Ruiz-Zambrano, José Fernández-López and Luis De-Marcos
Future Internet 2026, 18(5), 228; https://doi.org/10.3390/fi18050228 - 23 Apr 2026
Viewed by 101
Abstract
This study proposes a methodological framework for extending Malware Information Sharing Platform (MISP) taxonomies in the domain of Dark Web drug forums through the integration of large language models (LLMs) and Human-in-the-Loop (HITL) validation. The research addresses the existing ontological gap between traditional [...] Read more.
This study proposes a methodological framework for extending Malware Information Sharing Platform (MISP) taxonomies in the domain of Dark Web drug forums through the integration of large language models (LLMs) and Human-in-the-Loop (HITL) validation. The research addresses the existing ontological gap between traditional MISP taxonomies, focused on technical or chemical indicators, and the linguistic and morphological complexity of illicit digital markets. By modelling the primary physical form as an ontological predicate with mutually exclusive values (for example, powder, pill–tablet–capsule, liquid, and plant-matter), the proposed approach captures the material dimension of the discourse, enhancing semantic disambiguation and forensic traceability. The Mistral 7B model was used in the morphology-classification stage conducted on a stratified analytical subset of 2904 drug-related Dark Web posts, extracted from a final corpus of 6456 posts after data cleaning and relevance filtering. In the first pass, 76.48% of posts were directly assigned to one of the base morphological categories, while 23.52% were labelled as unclear and subsequently reviewed through the HITL stage. Following HITL refinement and full reclassification, the proportion of posts labelled as unclear decreased from 23.52% to 11.29%, corresponding to a 51.99% relative reduction in ambiguity. Network visualisation with VOSviewer revealed three major discursive axes—recreational–commercial, pharmaceutical–opioid, and transnational–logistical—reflecting the hybrid semantic structure of digital drug markets. The results show that combining LLM-based inference with expert oversight improves the interpretability, reproducibility and ontological robustness of cyberintelligence models, offering a replicable framework for other sensitive domains such as terrorism or child exploitation. Full article
12 pages, 1230 KB  
Article
Optimization of Polydatin Hydrolysis Process Through Response Surface Methodology for Efficient Resveratrol Production
by Dong Wang, Yating Xiao, Xia Yang, Jie Cui, Yangyang Cai and Hua Chen
Pharmaceuticals 2026, 19(5), 659; https://doi.org/10.3390/ph19050659 - 23 Apr 2026
Viewed by 265
Abstract
Background/Objectives: Resveratrol is a naturally occurring polyphenolic stilbene compound exhibiting a wide range of biological activities, and it has been extensively utilized as both a food additive and a pharmaceutical active ingredient. Typically, it can be directly extracted from natural sources such as [...] Read more.
Background/Objectives: Resveratrol is a naturally occurring polyphenolic stilbene compound exhibiting a wide range of biological activities, and it has been extensively utilized as both a food additive and a pharmaceutical active ingredient. Typically, it can be directly extracted from natural sources such as grapes, mulberries, and peanuts, or obtained through catalytic hydrolysis of polydatin. To establish an efficient and optimized method for resveratrol production, we conducted a comprehensive study to refine the acid-catalyzed hydrolysis conditions of polydatin. Methods: A high-performance liquid chromatography method was developed for the quantitative determination of polydatin and resveratrol. To identify the optimal ranges of reaction temperature, HCl concentration, and ethanol concentration, single-factor experiments were conducted by evaluating their influences on hydrolysis kinetics and resveratrol yield. Based on these results, response surface methodology incorporating a Box–Behnken design was employed to optimize the hydrolysis process, using resveratrol yield as the response variable. Furthermore, time-course experiments were performed to determine the optimal reaction duration under the established optimal conditions. Results: Single-factor experiments demonstrated that increasing temperature and HCl concentration significantly accelerated hydrolysis, but resveratrol yield increased initially and then decreased with excessive increases in either factor. To further optimize the process, response surface methodology optimization experiments were conducted at temperatures of 60, 70, and 80 °C; HCl concentrations of 1.0, 1.5, and 2.0 M; and ethanol concentrations of 75%, 85%, and 95%. The optimal conditions were identified as follows: temperature, 70 °C; HCl concentration, 1.5 M; ethanol volume fraction 85%; and reaction time, 5 h. Under these conditions, the theoretical resveratrol yield was 85.68%, and the average yield from triplicate validation experiments was 86.01% (RSD = 0.56%), which was consistent with the theoretical value. Conclusions: The optimized acid-catalytic hydrolysis process using RSM is stable, feasible, and efficient, offering a promising approach for enhancing resveratrol production from polydatin. Full article
(This article belongs to the Section Medicinal Chemistry)
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20 pages, 1735 KB  
Article
Valorization of Pterospartum tridentatum (Carqueja) Stems: Influence of Extraction Methods on Phenolic Composition, Antioxidant Capacity, and Functional Bioactivity
by Tiago Barros Afonso, Teresa Bonifácio-Lopes, Eduardo M. Costa, Tiago Macedo, Joana Moreira, Juliana A. S. A. Oliveira and Manuela Pintado
Foods 2026, 15(9), 1461; https://doi.org/10.3390/foods15091461 - 22 Apr 2026
Viewed by 223
Abstract
Pterospartum tridentatum (L.) Willk. (carqueja) is widely used in traditional medicine and culinary practices in the Iberian Peninsula; however, most studies have focused on its flowers, while its stems remain largely unexplored, despite representing a significant proportion of the plant biomass. This study [...] Read more.
Pterospartum tridentatum (L.) Willk. (carqueja) is widely used in traditional medicine and culinary practices in the Iberian Peninsula; however, most studies have focused on its flowers, while its stems remain largely unexplored, despite representing a significant proportion of the plant biomass. This study aimed to evaluate the potential of P. tridentatum stems as a source of bioactive compounds using different extraction methodologies. Aqueous, hydroethanolic, ultrasound-assisted extraction (UAE) and pressurized liquid extraction (PLE) were applied, and the resulting extracts were characterized in terms of their extraction yield, protein and carbohydrate content, phenolic composition, antioxidant capacity, antimicrobial activity, and cytotoxicity in HaCaT and Caco-2 cell lines. Phenolic profiling by LC-ESI-QqTOF-HRMS tentatively identified 37 compounds, mainly corresponding to flavonoid and isoflavonoid glycosides, with genistein derivatives representing the dominant constituents across all extracts. Although extraction yields differed among methods, phenolic profiles were broadly similar. UAE and PLE extracts showed slightly higher antioxidant activity, while antimicrobial activity was limited, with only moderate inhibition observed against Staphylococcus epidermidis and Malassezia furfur. Additionally, cytotoxicity assays indicated low toxicity. Overall, the results demonstrate that P. tridentatum stems represent a promising yet underutilized biomass source of phenolic compounds with antioxidant potential and low cytotoxicity under the tested in vitro conditions. Full article
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Article
Metabolic and Genetic Alterations in Early and Exudative Age-Related Macular Degeneration: Inosine, Amino Acids, and COL2A1 Gene Variant
by Akvile Bruzaite, Alvita Vilkeviciute-Petraite, Dzastina Cebatoriene, Dalia Zaliuniene, Ieva Ciapiene, Alina Smalinskiene, Loresa Kriauciuniene and Rasa Liutkeviciene
Int. J. Mol. Sci. 2026, 27(8), 3697; https://doi.org/10.3390/ijms27083697 - 21 Apr 2026
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Abstract
Age-related macular degeneration (AMD) is a complex retinal disease influenced by genetic and metabolic factors. Genetic variants impact disease susceptibility, while alterations in amino acid and purine metabolism are involved in AMD development. This study aimed to examine the association between the COL2A1 [...] Read more.
Age-related macular degeneration (AMD) is a complex retinal disease influenced by genetic and metabolic factors. Genetic variants impact disease susceptibility, while alterations in amino acid and purine metabolism are involved in AMD development. This study aimed to examine the association between the COL2A1 rs1635529 polymorphism and AMD, as well as its relation to specific metabolites. The study comprised 919 participants: 261 with early AMD, 229 with exudative AMD, and 429 controls. DNA was extracted using the salting-out method, and genotyping was performed using real-time PCR. Metabolite levels were analysed with liquid chromatography–mass spectrometry. Statistical analysis was conducted using IBM SPSS Statistics 27.0. Logistic regression revealed that carriers of the GT + TT genotypes had a 1.63-fold higher risk of early AMD (p = 0.046). The T allele was also linked to a 1.67-fold elevated risk (p = 0.033). No significant associations were observed in exudative AMD. Furthermore, lower leucine levels were noted in exudative AMD patients, and inosine levels were reduced in GT genotype carriers within the early AMD group. The COL2A1 rs1635529 polymorphism showed a nominal association with early AMD, but not exudative AMD. Differences in leucine and inosine levels were observed, suggesting a potential link between genetic variation and metabolic alterations. These findings indicate possible involvement of collagen-related and metabolic pathways in early disease development; however, the results should be interpreted with caution and require validation in larger studies. Full article
(This article belongs to the Section Molecular Biology)
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