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24 pages, 1974 KB  
Article
Enhancing Stability of Reprocessed Acrylonitrile–Butadiene–Styrene (ABS) Polymers from Sorted WEEE Streams for Filament Extrusion
by Christina Podara, Christos Panagiotopoulos, Dionysia Kouranou, Christos Tsirogiannis, Melpo Karamitrou, Tatjana Kosanovic Milickovic, Stamatina Vouyiouka and Costas Charitidis
Polymers 2026, 18(8), 971; https://doi.org/10.3390/polym18080971 - 16 Apr 2026
Abstract
The mechanical recycling of styrenic polymers from waste electrical and electronic equipment (WEEE) is often limited by thermomechanical degradation occurring during repeated processing. In this work, the degradation behaviour of acrylonitrile–butadiene–styrene (ABS) recovered from sorted WEEE streams was systematically investigated through multiple extrusion [...] Read more.
The mechanical recycling of styrenic polymers from waste electrical and electronic equipment (WEEE) is often limited by thermomechanical degradation occurring during repeated processing. In this work, the degradation behaviour of acrylonitrile–butadiene–styrene (ABS) recovered from sorted WEEE streams was systematically investigated through multiple extrusion cycles, and the effectiveness of antioxidant stabilization was evaluated. Progressive degradation was assessed by chemical structure, rheological, thermal and mechanical testing, and colorimetric analysis. Repeated processing resulted in increased melt flow, altered viscoelastic behaviour, molecular weight reduction, deterioration of mechanical properties, and discoloration. To mitigate these effects, antioxidant-stabilized compounds were prepared and subjected to identical reprocessing pathways. The addition of antioxidants effectively reduced chain scission, stabilized rheological properties, and limited colour changes during reprocessing. Furthermore, the processability of the optimized recycled ABS is demonstrated through filament extrusion for fused filament fabrication, highlighting its potential for high-value additive manufacturing applications. These results demonstrate that appropriate stabilization strategies can significantly enhance the process stability and recyclability of styrenic polymers from WEEE streams, supporting their use in higher-value applications within a circular economy framework. Full article
(This article belongs to the Special Issue Additive Manufacturing of Polymer Based Materials)
19 pages, 5186 KB  
Article
Exploratory Insights on Epidemiology, Genomic Features and Pangenome Analysis of NDM-1-Positive Carbapenem-Resistant Acinetobacter baumannii Isolates from Costa Rica
by Jose Arturo Molina-Mora, Daniel Cascante-Serrano, Leana Quirós-Rojas, Gian Carlo González-Carballo, Xavier Araya, Elvira Segura-Retana, Heylin Estrada-Murillo, Stefany Lozada-Alvarado, Mariela Alvarado-Rodríguez, Javier Alfaro-Camacho and Fernando García-Santamaría
Antibiotics 2026, 15(4), 393; https://doi.org/10.3390/antibiotics15040393 - 12 Apr 2026
Viewed by 443
Abstract
Background: Carbapenem-resistant Acinetobacter baumannii (CRAB) is a critical pathogen associated with severe hospital infections and high antimicrobial resistance. Despite the global significance of A. baumannii, there are limited data from Costa Rica regarding the resistance rate and genomic characteristics of CRAB. Methods [...] Read more.
Background: Carbapenem-resistant Acinetobacter baumannii (CRAB) is a critical pathogen associated with severe hospital infections and high antimicrobial resistance. Despite the global significance of A. baumannii, there are limited data from Costa Rica regarding the resistance rate and genomic characteristics of CRAB. Methods: This study aimed to provide initial and exploratory epidemiological data on infections caused by A. baumannii and CRAB isolated in Costa Rica and to gain insights on the genome of selected strains, focusing on their resistance determinants and phylogenetic relationships. Results: Based on data from five main hospitals in Costa Rica, resistance rate to carbapenems was estimated at 9.8% to imipenem and 6.1% to meropenem. From 190 carbapenem-resistant clinical isolates available in a local collection, seven A. baumannii strains were identified, all showing resistance to carbapenems and carrying the blaNDM-1 gene. Whole-genome sequencing of two strains yielded two distinct MLST profiles (Pasteur scheme: ST-150 for strain IPAT15 and ST-250 for IPAT72), as well as variations in the number and identity of plasmids, genomic islands, and other elements of the mobilome. Both isolates carried ten antimicrobial resistance genes, which are predicted to be harbored in plasmids for IPAT15, unlike the chromosomal determinants in IPAT72. A pangenome analysis of 878 genomes from a public database identified over 51,000 genes, with only 1338 (2.6%) forming the core genome. Phylogenetic analysis and assignation of international clones (ICs) showed predominance of IC2. Isolates from Costa Rica clustered near IC9 and shared some resistance determinants, but they were not directly assigned to an IC. Conclusions: Overall, this study provides exploratory insights regarding the occurrence of CRAB in Costa Rica using epidemiological and genomic data, with profiles that are comparable to other regions in Latin America and diverse genomic resistance determinants. While this study does not show the whole landscape of CRAB in Costa Rica, these data constitute an initial approach for improving clinical management and public health responses to CRAB infections, to ultimately improve outcomes for patients affected by this pathogen. Full article
(This article belongs to the Section Antibiotics Use and Antimicrobial Stewardship)
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11 pages, 5578 KB  
Article
The Caddisfly Genus Contulma Flint, 1969 (Trichoptera: Anomalopsychidae) in Brazil: A New Species, Distribution, and an Identification Key
by Gleison R. Desidério, Lívia Piovezani, Maria C. L. Ghirardello and Pitágoras C. Bispo
Taxonomy 2026, 6(2), 23; https://doi.org/10.3390/taxonomy6020023 - 10 Apr 2026
Viewed by 241
Abstract
Anomalopsychidae Flint, 1981, is a small family of caddisflies comprising two genera: the monotypic Anomalopsyche Flint, 1967, and Contulma Flint, 1969, including 31 described species grouped into the cranifer and spinosa species groups. The genus Contulma is distributed across Costa Rica, the Andes, [...] Read more.
Anomalopsychidae Flint, 1981, is a small family of caddisflies comprising two genera: the monotypic Anomalopsyche Flint, 1967, and Contulma Flint, 1969, including 31 described species grouped into the cranifer and spinosa species groups. The genus Contulma is distributed across Costa Rica, the Andes, and the mountainous areas of Brazil and Chile, with six species recorded in Brazil, primarily from the Atlantic Forest biome in the southeastern region. In this study, we describe and illustrate a new species of Contulma from the Cerrado biome of São Paulo State, representing the first record of the genus in this biome. Male specimens were collected using Malaise traps in a stream within a protected area. The new species is distinguished by the presence of both a strongly sclerotized dorsomesal process and a strongly dorsolateral process on tergum IX and by an extremely deep cleft in the posteromesal process of sternum IX, dividing it into two narrow, digitated lobes. Based on its unique combination of characters, the new species cannot be placed unambiguously in either of the species groups. Consequently, C. assisensis sp. nov. is here treated as incertae sedis within Contulma. With this addition, seven species of Contulma are now known from Brazil, most of which are recorded from the Atlantic Forest (6 spp.), especially in the mountainous areas of southeastern Brazil. The discovery of this new species in the Cerrado highlights the underestimated diversity of the genus in Brazil and underscores the importance of regional taxonomic studies for addressing biogeographic and diversity knowledge gaps. The identification key provided enables the differentiation of the seven Contulma species now known from Brazil. Full article
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40 pages, 5381 KB  
Article
Hybrid Geometric Computed Torque Control of a Quadrotor with an Attached 2-DOF Robotic Arm
by Stamatina C. Barakou, Costas S. Tzafestas and Kimon P. Valavanis
Drones 2026, 10(4), 274; https://doi.org/10.3390/drones10040274 - 10 Apr 2026
Viewed by 248
Abstract
This research presents a hybrid geometric computed torque control method for an aerial manipulation system composed of a quadrotor UAV and a 2-DOF planar manipulator. The fully coupled system’s dynamic model is derived following the Euler–Lagrange (E-L) formulation. The proposed control architecture leverages [...] Read more.
This research presents a hybrid geometric computed torque control method for an aerial manipulation system composed of a quadrotor UAV and a 2-DOF planar manipulator. The fully coupled system’s dynamic model is derived following the Euler–Lagrange (E-L) formulation. The proposed control architecture leverages the geometric controller provided by the RotorS simulator as a high-level quadrotor trajectory tracking module. Tracking reference commands are generated using the geometric SE(3) position controller, which computes desired translational and angular accelerations from position/velocity and attitude/angular rate errors, respectively, serving as input to the low-level computed torque controller that explicitly accounts for the coupled 8-DoF aerial manipulator system dynamics. The desired generalized acceleration vector q¨des combines quadrotor translational and rotational acceleration commands with a PD-based joint acceleration command for the attached manipulator. The computed torque controller produces generalized forces for the coupled system, which are subsequently separated into quadrotor forces and moments and manipulator joint torques. The resulting quadrotor forces and moments are mapped to rotor speeds using the standard RotorS control allocation matrix, while the manipulator joints are controlled at the torque level via ROS built-in effort controllers. Extensive simulated experiments demonstrate the effectiveness of the coupled hybrid approach compared to decoupled control strategies, showing significant improvements in tracking accuracy and dynamic response. Full article
(This article belongs to the Special Issue Autonomy Challenges in Unmanned Aviation)
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14 pages, 2591 KB  
Article
Species-Discriminating Diagnostic PCR, Ribosomal Intergenic Spacer-Based Single-Marker Taxonomy and Cryptic Descriptions of the Fungal Entomopathogens Metarhizium hybridum and Metarhizium parapingshaense
by Christina Schuster, Haifa Ben Gharsa, Yamilé Baró Robaina, Romina G. Manfrino, Saikal Bobushova, Alejandra C. Gutierrez, Claudia C. López Lastra and Andreas Leclerque
J. Fungi 2026, 12(4), 272; https://doi.org/10.3390/jof12040272 - 9 Apr 2026
Viewed by 252
Abstract
(1) Background: Potentially arthropod-pathogenic and plant-associated Metarhizium fungi are of high interest for basic research, biological pest control and plant growth promotion. Unambiguous species delineation enabling the taxonomic assignment of new isolates and the identification of new Metarhizium species is of crucial importance [...] Read more.
(1) Background: Potentially arthropod-pathogenic and plant-associated Metarhizium fungi are of high interest for basic research, biological pest control and plant growth promotion. Unambiguous species delineation enabling the taxonomic assignment of new isolates and the identification of new Metarhizium species is of crucial importance for both research and application. Recently, the new species Metarhizium hybridum and Metarhizium parapingshaense were introduced on the basis of phylogenomic studies. (2) Methods: Neighbor- joining and Bayesian inference-based phylogenetic reconstruction of ribosomal intergenic spacer (rIGS) sequences were used to critically evaluate new species introductions. A species-discriminating diagnostic PCR tool for Metarhizium was adapted to M. hybridum and M. parapingshaense. GenBank database mining was performed to identify cryptic descriptions of the new species. (3) Results: The introduction of M. hybridum and M. parapingshaense was corroborated by rIGS sequence comparison. Data mining revealed cryptic first descriptions of M. hybridum from Canada, China, Colombia, Costa Rica, Cuba, Honduras, Mexico, New Zealand, the USA and the Philippines, and of M. parapingshaense from China, India, Japan, the Philippines and South Korea. (4) Conclusions: Results support the reliability of rIGS as a single taxonomic marker for species-level identification of Metarhizium fungi. Species-discriminating diagnostic PCR was successfully adapted to enable the sequencing-independent identification of the confirmed new species M. hybridum and M. parapingshaense. Full article
(This article belongs to the Topic Diversity of Insect-Associated Microorganisms)
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31 pages, 8679 KB  
Article
Electrophysiological Characterization of the Venom and Toxins from the Scorpion Tityus championi Targeting Voltage-Gated Sodium Channels and Molecular Modeling of Tch3, a Toxin with Therapeutic Potential for Pain Relief
by Galit Akerman-Sánchez, Steve Peigneur, Kathleen Carleer, Natalia Ortiz, Felipe Navia, Leonardo Fierro, Santiago Castaño, Cecilia Díaz, Jan Tytgat and Oscar Brenes
Biomolecules 2026, 16(4), 552; https://doi.org/10.3390/biom16040552 - 8 Apr 2026
Viewed by 409
Abstract
Scorpion neurotoxins are small peptides that target ion channels and offer opportunities for novel therapeutic discovery. This study analyzed the functional effects of the venom and toxins from the Costa Rican endemic scorpion, Tityus championi. Initially, crude venom was tested on different [...] Read more.
Scorpion neurotoxins are small peptides that target ion channels and offer opportunities for novel therapeutic discovery. This study analyzed the functional effects of the venom and toxins from the Costa Rican endemic scorpion, Tityus championi. Initially, crude venom was tested on different isoforms of voltage-gated sodium channels. Our findings revealed that the venom contains toxins that affect mammalian NaV1.6 and NaV1.7, as well as the cockroach BgNaV1 channel. Increased currents through NaV1.6 and BgNaV1 channels were associated with bigger window currents and inhibition of inactivation. Decreased NaV1.7 currents were associated with smaller conductance. Crude venom and TCh3 toxin inhibited action potential generation in invertebrate neurons expressing NaV1.7-like channels. In these neurons, Tch2 and Tch4 toxins shifted voltage sensitivity to more negative potentials, ultimately widening the window current but decreasing channel availability. Conversely, Tch3 behaved as an inhibitory toxin, closing window currents and decreasing channel availability. Structural modeling showed that Tch3 adopts an αββ fold and binds the S3–S4 loop of Domain II in human NaV1.7. These data show the diverse effects of scorpion venoms on channels and neurons, characterize its principal toxins, and show that Tch3 has therapeutic potential for pain relief. Full article
(This article belongs to the Section Natural and Bio-derived Molecules)
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24 pages, 9329 KB  
Article
Mapping and Spatiotemporal Analysis of Landslides Along the Costa Viola Transportation Network (Italy)
by Massimo Conforti and Olga Petrucci
GeoHazards 2026, 7(2), 39; https://doi.org/10.3390/geohazards7020039 - 3 Apr 2026
Viewed by 389
Abstract
Rainfall-induced landslides represent one of the most recurrent geohazards affecting the transportation network of southwestern Calabria (Italy). This study provides an integrated assessment of landslide occurrence and road damage along the Costa Viola by combining detailed geomorphological mapping, multi-temporal analyses, historical documentation (1950–2025), [...] Read more.
Rainfall-induced landslides represent one of the most recurrent geohazards affecting the transportation network of southwestern Calabria (Italy). This study provides an integrated assessment of landslide occurrence and road damage along the Costa Viola by combining detailed geomorphological mapping, multi-temporal analyses, historical documentation (1950–2025), and GIS-based spatial data processing. A total of 261 landslides were mapped, affecting approximately 19% of the study area. Slides constitute the dominant movement type (66.7%), followed by complex landslides, flows, and falls. Landslide distribution is strongly controlled by geological and morphometric factors: more than 80% of mapped phenomena occur in highly fractured granitic and gneissic rocks, over 70% lie within 500 m of faults, and more than 90% are located within 300 m of streams. Slope gradient (25–55°) and local relief (350–550 m) further contribute to slope instability patterns. The historical dataset documents 237 landslide-induced road damage events over 75 years, with a marked increase in occurrence since the early 2000s. Most damage events affected the SS18 road and frequently corresponded to reactivations of pre-existing landslides, highlighting the long-term persistence of slope instability and the seasonal influence of intense autumn–winter precipitation. Overall, the results demonstrate that landslide hazard in the Costa Viola is governed by the interplay between structural, lithological, geomorphic, and climatic factors, compounded by anthropogenic modifications along road corridors. The combined landslide inventory and historical database provide a robust basis for risk mitigation, identification of critical road sectors, and future susceptibility and predictive modelling to support effective territorial planning. Full article
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41 pages, 25740 KB  
Article
Standardized Images and Evaluation Metrics for Tomography
by Anna Frixou, Theodoros Leontiou, Efstathios Stiliaris and Costas N. Papanicolas
Tomography 2026, 12(4), 49; https://doi.org/10.3390/tomography12040049 - 1 Apr 2026
Viewed by 322
Abstract
Background/Objectives: Modern tomographic reconstruction methods—including physics-informed and AI-based approaches—can produce very high fidelity images. In this regime, widely used global image quality metrics often approach saturation, making it harder to distinguish residual differences between methods and identify remaining performance gaps. This study introduces [...] Read more.
Background/Objectives: Modern tomographic reconstruction methods—including physics-informed and AI-based approaches—can produce very high fidelity images. In this regime, widely used global image quality metrics often approach saturation, making it harder to distinguish residual differences between methods and identify remaining performance gaps. This study introduces a physically grounded and standardized evaluation framework designed to retain sensitivity beyond conventional global metrics and support both comparison and systematic improvement in tomographic reconstruction methods. Methods: The proposed framework defines standardized reference images—“Source”, “Detector”, “Ideal”, and “Realistic”—using Monte Carlo simulations, with the Ideal Image serving as a physically grounded benchmark. Reconstruction performance is evaluated using pixel-wise difference and χ2 maps, Region-of-Interest analysis, intensity (gray-value) histogram comparisons, and the Structure and Contrast Index (SCI), computed on difference maps. Demonstrations use simulated SPECT data reconstructed with ART, MLEM, and RISE-1. Results: Across case studies, SCI and χ2-based diagnostics reveal structured residuals and localized deficiencies not evident from global similarity metrics such as SSIM or NMSE. Comparative analyses show that methods with similar global scores can exhibit distinct residual structures and region-specific performance variations, while improved agreement in the sinogram domain does not necessarily translate into improved image fidelity. Histogram-based diagnostics provide complementary information on intensity redistribution not captured by pixel-domain summaries. Conclusions: The framework provides a reproducible, physically meaningful, and sensitive approach for evaluating tomographic reconstruction performance in the high-fidelity regime. By combining standardized reference images with multi-domain and multi-metric analysis, it enables robust benchmarking and supports physically consistent interpretation of reconstruction quality. Full article
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14 pages, 1474 KB  
Article
Chemical Composition of Coffea arabica Beans and Grafts at Different Roasting Levels
by Miriam Cristina Pastelin-Solano, Odon Castañeda-Castro, Javier Emanuel Bulbarela-Marini, María Elizabeth Márquez-López, Luis Alberto Solano-Rodríguez, José Guadalupe Vian-Pérez, Marisol Castillo-Morales, Rafael Uzárraga-Salazar, Luis Alberto Sánchez-Bazán, César Galicia-Beltrán and Tania Marín-Garza
Beverages 2026, 12(4), 40; https://doi.org/10.3390/beverages12040040 - 31 Mar 2026
Viewed by 360
Abstract
The main commercial species of coffee is Coffea arabica; however, it is highly susceptible to biotic and abiotic factors. For this reason, scions of Coffea arabica species are used on robusta (Coffea canephora) rootstocks since grafting can modify the organoleptic, [...] Read more.
The main commercial species of coffee is Coffea arabica; however, it is highly susceptible to biotic and abiotic factors. For this reason, scions of Coffea arabica species are used on robusta (Coffea canephora) rootstocks since grafting can modify the organoleptic, nutraceutical, and nutritional characteristics of crops. The objective of this study was to evaluate the effects of five roasting degrees (light, medium light, medium, medium dark, and dark) in two varieties of Coffea arabica species (Colombia Rojo and Costa Rica 95) and their respective grafts on C. canephora variety Romex. The concentrations of acrylamide, caffeine, and chlorogenic acids were analyzed using HPLC, and the nutrient content was analyzed using plasma induction atomic emission spectrophotometry. The graft of the Colombia Rojo variety with the medium dark roast had the highest concentration of caffeine (1.523%). The same variety with the light roast had the highest concentration of chlorogenic acid (3.088 mg g−1), while the highest acrylamide content (336.70 ng g−1) was found in the same variety with the medium light roast. The roasting degree, variety, and grafting of coffee influence the organoleptic, nutraceutical, and nutritional contents of coffee infusions. Full article
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17 pages, 2428 KB  
Article
Frequency Error Analysis and Optimization in UXB Satellite TT&C Systems
by Haozhe Zhang, Ziyue Song, Min Wu, Wen Zhang, Guangzu Liu and Jun Zou
Electronics 2026, 15(7), 1413; https://doi.org/10.3390/electronics15071413 - 28 Mar 2026
Viewed by 233
Abstract
High-precision Doppler measurement is essential for deep-space Unified X-band (UXB) tracking systems, yet digital implementations suffer from finite word-length quantization errors that degrade performance. This study analyzes frequency offset errors in UXB transponder systems, focusing on the phase-locked loop (PLL) and system-level digital [...] Read more.
High-precision Doppler measurement is essential for deep-space Unified X-band (UXB) tracking systems, yet digital implementations suffer from finite word-length quantization errors that degrade performance. This study analyzes frequency offset errors in UXB transponder systems, focusing on the phase-locked loop (PLL) and system-level digital processing. A digital system model is presented, featuring an FFT-based coarse acquisition and a digital Costas loop for carrier synchronization. The simulation results reveal that 32-bit quantization yields unacceptable frequency offset errors. By extending critical paths to 48 bits, the system reduces frequency offset error by approximately 216 and achieves sub-0.01 mm/s velocity accuracy, significantly improving coherence and meeting deep-space measurement requirements. Full article
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26 pages, 699 KB  
Article
Genealogy-as-Pedagogy for Afro-Descendant Communities in Costa Rica, Panama, and Belize
by Dianala M. Bernard
Genealogy 2026, 10(2), 40; https://doi.org/10.3390/genealogy10020040 - 27 Mar 2026
Viewed by 471
Abstract
Intergenerational memories, migration histories, and the lasting influence of colonial linguistic systems profoundly shape heritage language maintenance in Afro-descendant communities of Central America. This study examines how genealogy functions as a pedagogical tool for sustaining English-based Creole languages among Afro-descendant populations in Costa [...] Read more.
Intergenerational memories, migration histories, and the lasting influence of colonial linguistic systems profoundly shape heritage language maintenance in Afro-descendant communities of Central America. This study examines how genealogy functions as a pedagogical tool for sustaining English-based Creole languages among Afro-descendant populations in Costa Rica, Panama, and Belize, three nations linked by Afro-Caribbean migration yet shaped by distinct colonial and educational systems. Drawing on scholarship documenting oral histories, family narratives, and community-based linguistic practices, the study advances a genealogy-as-pedagogy framework to explain how families transmit language, identity, and belonging across generations through ancestral memory, positioning family-based knowledge transmission as curriculum. In Costa Rica and Panama, where Spanish colonial and post-independence language ideologies marginalize English-based Creole varieties, genealogical practices operate as primary mechanisms of linguistic continuity in the absence of sustained institutional support. In Belize, by contrast, British colonial legacies and the national recognition of Belizean Kriol create a distinct sociolinguistic environment in which state institutions, the media, and educational policy reinforce genealogical memory. Through comparative analysis, the study argues for integrating genealogical knowledge into multilingual education, community revitalization initiatives, and heritage language policy to strengthen Afro-descendant linguistic continuity in Costa Rica, Panama, and Belize. Full article
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38 pages, 2133 KB  
Article
Engineering Active PET Packaging via Corona Treatment and Natural Biocide Coating: Carvacrol and Trans-Cinnamaldehyde for Food Preservation
by Pantelis Karaboulis, Areti A. Leontiou, Christos Tsakonas, George Paterakis, Margarita Dormousoglou, Andreas Giannakas, Panagiota Stathopoulou, Charalampos Proestos, Costas Galiotis, Constantinos E. Salmas and Aris E. Giannakas
Polymers 2026, 18(7), 809; https://doi.org/10.3390/polym18070809 - 26 Mar 2026
Viewed by 853
Abstract
The food packaging industry requires sustainable solutions to reduce plastic waste and replace synthetic additives. This study addresses the need for scalable methods to transform conventional polyethylene terephthalate (PET) packaging into active food preservation systems using natural biocides. Commercial PET packaging was surface-activated [...] Read more.
The food packaging industry requires sustainable solutions to reduce plastic waste and replace synthetic additives. This study addresses the need for scalable methods to transform conventional polyethylene terephthalate (PET) packaging into active food preservation systems using natural biocides. Commercial PET packaging was surface-activated using industrial-scale corona treatment, followed by coating with natural biocides—carvacrol (CV) and trans-cinnamaldehyde (tCN). The resulting active packaging materials (PET-CV and PET-tCN) were characterized using XRD, FTIR, SEM, AFM, and desorption kinetics. Packaging properties including mechanical strength, oxygen barrier, antioxidant (DPPH), and antibacterial activity (against S. aureus and E. coli) were evaluated. Real-food preservation tests were conducted using fresh minced pork (4 °C, 6 days) and table olives (23 °C, 21 days), monitoring microbiological (TVC), colorimetric (CIE L*a*b*), and pH changes. Corona treatment successfully anchored both biocides through physical adsorption, with tCN exhibiting stronger surface interaction (desorption energy: 128.0 kJ/mol). Both coatings significantly improved oxygen barrier properties (61% reduction for PET-CV, 80% for PET-tCN). PET-tCN demonstrated superior antibacterial activity (inhibition zones: 15.0 mm against E. coli). In pork preservation, PET-tCN achieved a 2-log reduction in TVC, maintained meat redness (a*: 12.80 vs. 5.10 for control), and stabilized pH. For olives, PET-tCN reduced TVC by 2.35 log cycles and preserved green color. This corona-assisted coating approach, demonstrated here at laboratory scale, successfully transforms inert PET into multi-functional active packaging with potent antimicrobial, antioxidant, and barrier properties, significantly extending food shelf-life and offering a sustainable solution for reducing food waste. Full article
(This article belongs to the Special Issue Trends and Innovations in Polymer Packaging Materials)
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12 pages, 761 KB  
Article
Evaluation of the ‘qXR’ Software for the Detection of Pulmonary Nodules, Cardiomegaly and Pleural Effusion: A Comparative Analysis in a Latin American General Hospital
by Adriana Anchía-Alfaro, Sebastián Arguedas-Chacón, Georgia Hanley-Vargas, Sofía Suárez-Sánchez, Luis Andrés Aguilar-Castro, Sergio Daniel Seas-Azofeifa, Kal Che Wong Hsu, Diego Quesada-Loría, María Felicia Montero-Arias, Juliana Salas-Segura and Esteban Zavaleta-Monestel
BioMedInformatics 2026, 6(2), 15; https://doi.org/10.3390/biomedinformatics6020015 - 25 Mar 2026
Viewed by 317
Abstract
Background/Objectives: AI-based tools for chest radiograph interpretation are increasingly used as decision-support systems, yet their performance must be validated in local clinical environments before deployment. This study evaluated the diagnostic performance of qXR (Qure.ai, v3.2) for detecting pulmonary nodules, cardiomegaly, and pleural effusion [...] Read more.
Background/Objectives: AI-based tools for chest radiograph interpretation are increasingly used as decision-support systems, yet their performance must be validated in local clinical environments before deployment. This study evaluated the diagnostic performance of qXR (Qure.ai, v3.2) for detecting pulmonary nodules, cardiomegaly, and pleural effusion in adult patients at Hospital Clínica Bíblica, San José, Costa Rica. Methods: Three radiologists independently interpreted 225 chest radiographs, providing the reference standard. qXR outputs were compared against radiologist assessments for each finding. The sensitivity, specificity, Cohen’s kappa, and area under the ROC curve (AUC) were calculated. Due to the convenience-stratified sampling design, predictive values were not used for clinical interpretation. Results: For pulmonary nodules, qXR achieved a sensitivity of 0.71, specificity of 0.90, Cohen’s kappa of 0.51, and AUC of 0.80. For pleural effusion, sensitivity and specificity were both 0.86, with a kappa of 0.63 and AUC of 0.86. Cardiomegaly showed the lowest agreement, with a sensitivity of 0.64, specificity of 0.91, kappa of 0.57, and AUC of 0.77. Conclusions: qXR demonstrated moderate diagnostic agreement with radiologist assessments for pulmonary nodules and pleural effusion, and lower agreement for cardiomegaly under local imaging conditions. These results reflect technical concordance between the AI system and individual radiologists and do not constitute evidence of clinical utility or real-world impact. Context-specific validation is essential prior to integrating AI tools into routine radiological workflows. Full article
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24 pages, 4341 KB  
Article
Bioprospecting of Aerobic Bacteria with Proteolytic Potential Isolated from Animal and Water Sources in the Three Regions of Mainland Ecuador
by Karla Garcés, Juan Manuel Cevallos, Alisson Sisa, Ana Belén Encalada, Oscar Martínez-Álvarez and Mauricio Mosquera
Int. J. Mol. Sci. 2026, 27(6), 2907; https://doi.org/10.3390/ijms27062907 - 23 Mar 2026
Viewed by 415
Abstract
The growing demand for efficient and cost-effective industrial proteases has intensified bioprospecting efforts in diverse ecosystems as a strategy to identify microorganisms with enhanced enzymatic performance. This study aimed to isolate, identify, and evaluate aerobic protease-producing bacteria from animal-protein matrices and water sources [...] Read more.
The growing demand for efficient and cost-effective industrial proteases has intensified bioprospecting efforts in diverse ecosystems as a strategy to identify microorganisms with enhanced enzymatic performance. This study aimed to isolate, identify, and evaluate aerobic protease-producing bacteria from animal-protein matrices and water sources collected across the three continental regions of Ecuador, and to assess their suitability for industrial enzyme production A total of 34 bacterial strains were isolated and taxonomically assigned to the orders Enterobacterales, Pseudomonadales, and Bacillales. Proteolytic activity was evaluated using azocasein and casein assays after cultivation in an optimized medium containing 1% soybean paste as an inducer at 37 °C and 120 rpm for 72 h. Enterobacter cloacae (BC, pork), Bacillus paramycoides (P2, snook), and Pseudomonas aeruginosa (CH1, chontacuro) were identified as the most active protease producers from the Andean (Sierra), coastal (Costa), and Amazon regions, respectively. Production kinetics revealed marked strain-dependent differences. BC and P2 reached maximum proteolytic activity on day 4 followed by a decline, whereas CH1 peaked on day 2 and maintained stable activity over time, indicating superior enzymatic stability. Partial purification by gel-filtration chromatography (Sephadex G-100) yielded fractions with enhanced proteolytic activity, while SDS-PAGE analysis confirmed successful enrichment of protease-containing fractions. Overall, the results demonstrate that ecological origin strongly influences protease production and stability, and identify Pseudomonas aeruginosa CH1 as a particularly promising candidate for industrial applications requiring robust and sustained proteolytic activity. Full article
(This article belongs to the Special Issue Microbial Enzymes for Biotechnological Applications: 2nd Edition)
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13 pages, 1894 KB  
Article
Circular Approach to Composite Materials: Synthesis of Carbon Nanomaterials from Polymer Recycling Liquid By-Products
by Evangelos Tsimis, Stefania Termine, Maria Modestou, Aikaterini-Flora Trompeta, Szymon Sobek, Marcin Sajdak, Jakub Adamek, Sebastian Werle and Costas Charitidis
Materials 2026, 19(6), 1266; https://doi.org/10.3390/ma19061266 - 23 Mar 2026
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Abstract
The growing volume of fiber-reinforced polymer composite waste creates an urgent need for efficient recycling technologies. While solvolysis effectively breaks down thermoset matrices for fiber reinforcement recovery, the process generates hydrocarbon-rich liquid by-products that require further management. This study validates the use of [...] Read more.
The growing volume of fiber-reinforced polymer composite waste creates an urgent need for efficient recycling technologies. While solvolysis effectively breaks down thermoset matrices for fiber reinforcement recovery, the process generates hydrocarbon-rich liquid by-products that require further management. This study validates the use of these liquid recycling streams—derived from the solvolysis of unsaturated polyester and epoxy resins—as sustainable carbon precursors for the growth of carbon nanomaterials. Synthesis was performed via catalytic chemical vapor deposition (CVD) at 850 °C using iron nanoparticles impregnated on a zeolite substrate. Morphological analysis confirmed the production of one-dimensional nanostructures (carbon nanotubes/nanofibers), with average diameters below 100 nm. Raman spectroscopy revealed a high degree of graphitization, with ID/IG ratios ranging from 0.25 to 0.58, which is comparable to structures synthesized from conventional precursors. Thermogravimetric analysis (TGA) demonstrated high thermal stability and carbon purity reaching up to 90.3%. These findings demonstrate a viable upcycling pathway that enhances the economic attractiveness of composite recycling by transforming waste into advanced nanomaterials. Full article
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