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17 pages, 1066 KiB  
Article
Comparative Study of the Microalgae-Based Wastewater Treatment, in an Oil Refining Industry Cogeneration Concept
by Ena Pritišanac, Maja Fafanđel, Ines Haberle, Sunčana Geček, Marinko Markić, Nenad Bolf, Jela Vukadin, Goranka Crnković, Tin Klanjšček, Luka Žilić and Maria Blažina
Water 2025, 17(15), 2217; https://doi.org/10.3390/w17152217 - 24 Jul 2025
Viewed by 404
Abstract
Microalage are broadly recognized as promising agents for sustainable wastewater treatment and biomass generation. However, industrial effluents such as petroleum refinery wastewater (WW) present challenges due to toxic growth inhibiting substances. Three marine microalgae species: Pseudochloris wilhelmii, Nannochloropsis gaditana and Synechococcus sp. [...] Read more.
Microalage are broadly recognized as promising agents for sustainable wastewater treatment and biomass generation. However, industrial effluents such as petroleum refinery wastewater (WW) present challenges due to toxic growth inhibiting substances. Three marine microalgae species: Pseudochloris wilhelmii, Nannochloropsis gaditana and Synechococcus sp. MK568070 were examined for cultivation potential in oil refinery WW. Their performance was evaluated in terms of growth dynamics, lipid productivity, and toxicity reduction, with a focus on their suitability for largescale industrial use. N. gaditana demonstrated the highest growth rate and lipid content (37% d.w.) as well as lipid productivity (29.45 mg/(Lday)) with the N-uptake rate of 0.698 mmol/(gday). The highest specific DIN uptake rate was observed inn P. wilhelmii (0.895 mmol/(gday) along with the highest volumetric productivity (93.9 mg/L/day) and WW toxicity removal (76.5%), while Synechococcus sp. MK568070 demonstrated lower performance metrics. A simple numerical model was applied to calculate continuous operation based on empirical results of batch experiments. Sustainability of the microalgae-based WW remediation under the conditions of optimized lipid biomass production was estimated, regarding 2019–2022–2025 cost dynamics. Parameters for optimum open raceway pond cultivation were calculated, and the biomass production accumulation was estimated, with the highest biomass production noted in P. wilhelmii (171.38 t/year). Comparison of treatment costs, production costs and revenue showed that the best candidate for WW remediation is N. gaditana. Full article
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17 pages, 887 KiB  
Article
Coordination Chemistry of Solvated Metal Ions in Soft Donor Solvents
by Kersti B. Nilsson, Mikhail Maliarik and Ingmar Persson
Molecules 2025, 30(15), 3063; https://doi.org/10.3390/molecules30153063 - 22 Jul 2025
Viewed by 265
Abstract
The structures of hexaammine solvated indium(III) and thallium(III) ions in liquid ammonia solution are determined by EXAFS. Both complexes have regular octahedral coordination geometry with mean In-N and Tl-N bond distances of 2.23(1) and 2.29(2) Å, respectively. Ammine solvated thallium(III) in liquid ammonia [...] Read more.
The structures of hexaammine solvated indium(III) and thallium(III) ions in liquid ammonia solution are determined by EXAFS. Both complexes have regular octahedral coordination geometry with mean In-N and Tl-N bond distances of 2.23(1) and 2.29(2) Å, respectively. Ammine solvated thallium(III) in liquid ammonia is characterized with 205Tl NMR measurements. Solvents such as liquid ammonia, N,N-dimethylthioformamide (DMTF), trialkyl and triphenyl phosphite and phosphine are strong electron pair donors and thereby able to form bonds with a large covalent contribution with strong electron pair acceptors. A survey of reported structures of ammine, DMTF, trialkyl and triphenyl phosphite and phosphine solvated metal ions in the solid state and solution is presented. The M-N and M-S bond distances in ammine and DMTF solvated metal ions are compared with the M-O bond distance in the corresponding metal ion hydrates, expected to form mainly electrostatic interactions with metal ions. The d10 metal ions have high ability to form bonds with a high degree of covalency with increasing ability down the group and with decreasing charge of the metal ion. The difference in M-N and M-O bond distances between ammine solvated and hydrated metal ions with the same coordination geometry decreases significantly with the increasing ability of the metal ion to form bonds with a large covalent contribution. This difference correlates well with the covalent bonding index, γM2*r. Full article
(This article belongs to the Special Issue Influence of Solvent Molecules in Coordination Chemistry)
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17 pages, 2783 KiB  
Article
Hydrostatic-Pressure Modulation of Band Structure and Elastic Anisotropy in Wurtzite BN, AlN, GaN and InN: A First-Principles DFT Study
by Ilyass Ez-zejjari, Haddou El Ghazi, Walid Belaid, Redouane En-nadir, Hassan Abboudi and Ahmed Sali
Crystals 2025, 15(7), 648; https://doi.org/10.3390/cryst15070648 - 15 Jul 2025
Viewed by 430
Abstract
III-Nitride semiconductors (BN, AlN, GaN, and InN) exhibit exceptional electronic and mechanical properties that render them indispensable for high-performance optoelectronic, power, and high-frequency device applications. This study implements first-principles Density Functional Theory (DFT) calculations to elucidate the influence of hydrostatic pressure on the [...] Read more.
III-Nitride semiconductors (BN, AlN, GaN, and InN) exhibit exceptional electronic and mechanical properties that render them indispensable for high-performance optoelectronic, power, and high-frequency device applications. This study implements first-principles Density Functional Theory (DFT) calculations to elucidate the influence of hydrostatic pressure on the electronic, elastic, and mechanical properties of these materials in the wurtzite crystallographic configuration. Our computational analysis demonstrates that the bandgap energy exhibits a positive pressure coefficient for GaN, AlN, and InN, while BN manifests a negative pressure coefficient consistent with its indirect-bandgap characteristics. The elastic constants and derived mechanical properties reveal material-specific responses to applied pressure, with BN maintaining superior stiffness across the pressure range investigated, while InN exhibits the highest ductility among the studied compounds. GaN and AlN demonstrate intermediate mechanical robustness, positioning them as optimal candidates for pressure-sensitive applications. Furthermore, the observed nonlinear trends in elastic moduli under pressure reveal anisotropic mechanical responses during compression, a phenomenon critical for the rational design of strain-engineered devices. The computational results provide quantitative insights into the pressure-dependent behavior of III-N semiconductors, facilitating their strategic implementation and optimization for high-performance applications in extreme environmental conditions, including high-power electronics, deep-space exploration systems, and high-pressure optoelectronic devices. Full article
(This article belongs to the Section Materials for Energy Applications)
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10 pages, 841 KiB  
Article
The Insufficient Number of Informative SNPs in a Preclinical Karyomapping Test for PGT-M Depends on the Reference Selected
by Min Jee Kim, Yeseul Hong, Gaeul Han, Hyoung-Song Lee, Eun A. Park, Kyung-Ah Lee, Eun Jeong Yu and Inn Soo Kang
J. Pers. Med. 2025, 15(7), 273; https://doi.org/10.3390/jpm15070273 - 26 Jun 2025
Viewed by 372
Abstract
Background/Objectives: Karyomapping, a genome-wide SNP analysis, has drastically changed the approach to preimplantation genetic testing for monogenic disorders (PGT-M). However, there are cases in which karyomapping cannot be applied due to an insufficient number of informative SNPs. In this study, we aimed [...] Read more.
Background/Objectives: Karyomapping, a genome-wide SNP analysis, has drastically changed the approach to preimplantation genetic testing for monogenic disorders (PGT-M). However, there are cases in which karyomapping cannot be applied due to an insufficient number of informative SNPs. In this study, we aimed to analyze for the first time whether an insufficient number of informative SNPs is related to the family member used as a reference. Methods: For the karyomapping pre-clinical test, in addition to the couple, one of the DNA samples from an additional family member (children, parent, sibling) is used as a reference for phasing the SNP allele. We analyzed 263 couples who underwent karyomapping for PGT-M at the CHA Fertility Center from May 2020 to December 2022. karyomapping data was scanned on an Illumina NextSeq and analyzed through the BlueFuse Multi software version 4.5. Results: Preclinical karyomapping tests were performed in 263 couples with 58 monogenic diseases. Karyomapping was applicable to PGT-M for 241 (91.6%) couples and not applicable for 22 (8.4%) couples. The percentages of “not applicable” cases according to the reference family member were 1.3% (1/80) in the children group, 5.4% (8/148) in the parent group, and 37.1% (13/35) in the sibling group. Among the genetic diseases studied, couples with neurofibromatosis type 1 (6/27, 22.2%) and Kennedy disease (5/5, 100%) had the highest rate of non-applicable cases. Conclusions: Our results suggest that a child or parent may be better than the sibling for karyomapping in PGT-M. These data provide useful information for selecting a reference among the family members for preclinical karyomapping tests. Full article
(This article belongs to the Section Omics/Informatics)
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12 pages, 793 KiB  
Article
Effectiveness and Clinical Outcomes of PGT-M Using Karyomapping for Successful Pregnancy and Birth in Various Types of Charcot–Marie–Tooth Disease
by Gaeul Han, Min Jee Kim, Ye Seul Hong, Shinhyung Lee, Jieun Lee, Ye Ryeong Lee, Hyoung-Song Lee, Kyung Ah Lee, Byung-Ok Choi, Eun Jeong Yu and Inn Soo Kang
J. Pers. Med. 2025, 15(7), 268; https://doi.org/10.3390/jpm15070268 - 23 Jun 2025
Viewed by 476
Abstract
Background: Charcot–Marie–Tooth disease (CMT) is a genetically and clinically heterogeneous group of progressive peripheral neuropathies. Preimplantation genetic testing for monogenic disorders (PGT-M), a well-established assisted reproductive technology used to detect specific genetic mutations in embryos before implantation, has been used in common CMT [...] Read more.
Background: Charcot–Marie–Tooth disease (CMT) is a genetically and clinically heterogeneous group of progressive peripheral neuropathies. Preimplantation genetic testing for monogenic disorders (PGT-M), a well-established assisted reproductive technology used to detect specific genetic mutations in embryos before implantation, has been used in common CMT subtypes (e.g., CMT1A); however, data on its application across rarer subtypes and in de novo cases remain limited. In this study, we aimed to evaluate the effectiveness of PGT-M using karyomapping in achieving clinical pregnancies and healthy births in families affected by various CMT types, including the previously unreported subtypes CMT1B and CMT2. Methods: We analyzed 31 PGT-M cycles from 13 families with genetically confirmed CMT, including cases of previously unreported subtypes CMT1B and CMT2. A total of 150 embryos were biopsied. Through 19 embryo transfer cycles, 21 embryos were transferred. In one de novo case, karyomapping was performed using amniotic fluid from an affected fetus as a reference. Results: Of the 19 embryo transfers, 15 resulted in clinical pregnancies. Prenatal diagnosis confirmed that all fetuses were unaffected, and all pregnancies resulted in healthy live births. Successful phasing using amniotic fluid from an affected fetus enabled accurate embryo selection and led to the birth of healthy twins. Conclusions: PGT-M using karyomapping is a rapid and reliable method for achieving successful pregnancies in families affected by diverse CMT subtypes, including de novo cases, and supports broader applicability to other monogenic disorders. Full article
(This article belongs to the Section Methodology, Drug and Device Discovery)
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19 pages, 5063 KiB  
Article
Ab Initio Elucidation of the Nature of the Bonding of Tetrahedral Nitrides (BN, AlN, GaN, and InN), Hexagonal BN, and Graphene
by Pawel Strak, Konrad Sakowski, Pawel Kempisty, Izabella Grzegory, Agata Kaminska and Stanislaw Krukowski
Materials 2025, 18(12), 2875; https://doi.org/10.3390/ma18122875 - 18 Jun 2025
Viewed by 353
Abstract
Recent measurements of the band properties of AlN and GaN by fluorescence yield absorption and soft X-ray emission spectroscopies revealed that their valence band (VB) is composed of two separate subbands. The upper VB subband of GaN is composed of gallium sp and [...] Read more.
Recent measurements of the band properties of AlN and GaN by fluorescence yield absorption and soft X-ray emission spectroscopies revealed that their valence band (VB) is composed of two separate subbands. The upper VB subband of GaN is composed of gallium sp and nitrogen p orbitals; the lower subband consists of metal d and nitrogen s orbitals. These findings were confirmed by extensive ab initio simulations. These results are not consistent with the standard tetrahedrally coordinated semiconductors, which are bonded by sp3-hybridized orbitals of metal and nonmetal atoms. The new analysis techniques and ab initio simulations create a new picture, allowing the calculation of overlap integrals to determine the bond order in these crystals. According to these results, bonding occurs between resonant p-states of nitrogen and sp3-hybridized metal orbitals in tetrahedral nitrides, allowing tetrahedral symmetry to be maintained. A similar resonant bonding mechanism is observed in hexagonal BN, where the p orbitals of nitrogen create three resonant states necessary for maintaining the planar symmetry of the lattice. In addition, nonresonant π-type bonds in BN are created by the overlap of pz orbitals of boron and nitrogen. BN bonding differs from that in graphene, where carbon states are fully sp2-hybridized. Additionally, π-type bonds in graphene have no ionic contributions, which leads to the formation of Dirac states with linear dispersion close to the K point, closing the band gap. Full article
(This article belongs to the Special Issue Ab Initio Modeling of 2D Semiconductors and Semimetals)
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20 pages, 2721 KiB  
Article
Natural Deep Eutectic Solvents (NADESs) for the Extraction of Bioactive Compounds from Quinoa (Chenopodium quinoa Willd.) Leaves: A Semi-Quantitative Analysis Using High Performance Thin-Layer Chromatography
by Verónica Taco, Dennys Almachi, Pablo Bonilla, Ixchel Gijón-Arreortúa, Samira Benali, Jean-Marie Raquez, Pierre Duez and Amandine Nachtergael
Molecules 2025, 30(12), 2620; https://doi.org/10.3390/molecules30122620 - 17 Jun 2025
Viewed by 457
Abstract
Natural deep eutectic solvents (NADESs) have emerged as a promising eco-friendly alternative to petrochemicals for extracting plant metabolites. Considering that the demand for sustainable “green” ingredients for industrial applications is growing, those solvents are purported to develop extracts with interesting phytochemical fingerprints and [...] Read more.
Natural deep eutectic solvents (NADESs) have emerged as a promising eco-friendly alternative to petrochemicals for extracting plant metabolites. Considering that the demand for sustainable “green” ingredients for industrial applications is growing, those solvents are purported to develop extracts with interesting phytochemical fingerprints and biological activities. Given the interest in flavonoids from Chenopodium quinoa Willd. leaves, an efficient “green” extraction method was developed by investigating eight NADESs with defined molar ratios, i.e., malic acid-choline chloride (chcl)-water (w) (1:1:2, N1), chcl-glucose-w (5:2:5, N2), proline-malic acid-w (1:1:3, N3), glucose-fructose-sucrose-w (1:1:1:11, N4), 1,2-propanediol-chcl-w (1:1:1, N5), lactic acid-glucose-w (5:1:3, N6), glycerol-chcl-w (2:1:1, N7), and xylitol-chcl-w (1:2:3, N8). Rheological measurements of all NADESs confirmed their pseudoplastic behaviors. To improve the extraction processes, differential scanning calorimetry (DSC) allowed us to determine the maximum amount of water that could be added to the most stable NADES (N1, N2, N3, and N4; 17.5%, 20%, 10%, and 10% w/w, respectively) to lower their viscosities without disturbing their eutectic environments. The phytochemical compositions of NADES extracts were analyzed using high-performance thin-layer chromatography (HPTLC), and their free radical scavenging and α-amylase inhibitory properties were assessed using HPTLC-bioautography. N2, diluted with 20% of water, and N7 presented the best potential for replacing methanol for an eco-friendly extraction of flavonoids, radical scavengers, and α-amylase inhibitors from quinoa leaves. Their biological properties, combined with a good understanding of both thermal behavior and viscosity, make the obtained quinoa leaf NADES extracts good candidates for direct incorporation in nutraceutical formulations. Full article
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22 pages, 23449 KiB  
Article
Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network
by Junhui Li and Xingsong Hou
Remote Sens. 2025, 17(12), 2074; https://doi.org/10.3390/rs17122074 - 17 Jun 2025
Viewed by 528
Abstract
Despite the impressive performance of existing image compression algorithms, they struggle to balance perceptual quality and high image fidelity. To address this issue, we propose a novel invertible neural network-based remote sensing image compression (INN-RSIC) method. Our approach captures the compression distortion from [...] Read more.
Despite the impressive performance of existing image compression algorithms, they struggle to balance perceptual quality and high image fidelity. To address this issue, we propose a novel invertible neural network-based remote sensing image compression (INN-RSIC) method. Our approach captures the compression distortion from an existing image compression algorithm and encodes it as Gaussian-distributed latent variables using an INN, ensuring that the distortion in the decoded image remains independent of the ground truth. By using the inverse mapping of the INN, we input the decoded image with randomly resampled Gaussian variables, generating enhanced images with improved perceptual quality. We incorporate channel expansion, Haar transformation, and invertible blocks into the INN to accurately represent compression distortion. Additionally, a quantization module (QM) is introduced to mitigate format conversion impact, enhancing generalization and perceptual quality. Extensive experiments show that INN-RSIC achieves superior perceptual quality and fidelity compared to existing algorithms. As a lightweight plug-and-play (PnP) method, the proposed INN-based enhancer can be easily integrated into existing high-fidelity compression algorithms, enabling flexible and simultaneous decoding of images with enhanced perceptual quality. Full article
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26 pages, 21771 KiB  
Article
A Concept of Sustainable Revalorization of the Cultural and Historical Heritage of Red Tavern on Turystyczna Street in Lublin (Poland)
by Margot Dudkiewicz-Pietrzyk, Ewa Miłkowska and Paulina Golianek
Sustainability 2025, 17(11), 5189; https://doi.org/10.3390/su17115189 - 4 Jun 2025
Viewed by 751
Abstract
This article addresses the issue of historical heritage revitalization using the example of a tavern. The concept presented in this study constitutes an attempt to establish a connection between the community’s tangible historical legacy and the green space that both highlights and reinforces [...] Read more.
This article addresses the issue of historical heritage revitalization using the example of a tavern. The concept presented in this study constitutes an attempt to establish a connection between the community’s tangible historical legacy and the green space that both highlights and reinforces its significance. The Tatary district in Lublin includes areas along Mełgiewska Street, Zadębie III, and the village of Hajdów. It is a residential and industrial district with landmarks such as the Graff Manor and the Krauze Brothers’ Mill. Since the Middle Ages, a crossing existed here at the narrowing of the Bystrzyca River valley, where major communication routes from Lithuania to Łęczna and from Ruthenia to Mełgiew intersected. Located in this area, the Red Inn has one of the oldest culinary traditions in Lublin, dating back to the 16th century. The building is listed in the register of monuments under number A/268. The revitalization of this currently non-operational inn should focus on restoring the building to preserve its original character and historical value while adapting it to modern standards. The inn and its surroundings have been subjected to field analyses on multiple research levels, culminating in a land development project. A key element of the plantings here are native species that support biodiversity. Full article
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15 pages, 902 KiB  
Article
Valorization of the Invasive Red Lionfish (Pterois volitans L.) as a Natural and Promising Source of Bioactive Hydrolysates with Antioxidant and Metal-Chelating Properties
by Luis Chel-Guerrero, David Betancur-Ancona, Yasser Alejandro Chim-Chi, Valentino Mukthar Sandoval-Peraza and Santiago Gallegos Tintoré
Resources 2025, 14(6), 94; https://doi.org/10.3390/resources14060094 - 3 Jun 2025
Viewed by 854
Abstract
Lionfish is a predatory invasive species that endangers native species in the areas it colonizes. Hunting it is necessary to prevent this natural devastation while taking advantage of this unconventional natural source. The objective of this research was to utilize lionfish muscle to [...] Read more.
Lionfish is a predatory invasive species that endangers native species in the areas it colonizes. Hunting it is necessary to prevent this natural devastation while taking advantage of this unconventional natural source. The objective of this research was to utilize lionfish muscle to obtain hydrolysates with biological activities (antioxidant and chelating properties). The methodology of this study involved the obtention of hydrolysates with Alcalase® at 30 (H30), 60 (H60), and 90 (H90) min. Degree of hydrolysis (DH), amino acid, electrophoretic profile, and antioxidant and chelating activities were determined for the hydrolysates obtained. The amino acid composition showed a high nutritional value since all the hydrolysates fulfilled the requirements proposed by the FAO (except tryptophan) for children, adolescents, and adults. The DH was >30% at 60 and 90 min. In the electrophoretic analysis, protein and polypeptides were identified. DPPH radical scavenging was 27.78% at 30 min. Iron-chelating activity was 64.23% at 90 min, and copper-chelating capacity remained at >90% in all hydrolysates. Lionfish are an invasive and unexploited source of hydrolysates with potential applications in the feed and food industries. Full article
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20 pages, 8024 KiB  
Article
Morphology and Solidity Optimization of Freeform Surface Turbulators for Heat Exchangers Equipped with Narrow Channels
by Maria Corti, Roberta Caruana, Antonio Di Caterino, Damiano Fustinoni, Pasqualino Gramazio, Luigi Vitali and Manfredo Guilizzoni
Energies 2025, 18(11), 2903; https://doi.org/10.3390/en18112903 - 1 Jun 2025
Viewed by 761
Abstract
Improving the thermal performance of compact heat exchangers is a key challenge in the development of energy-efficient systems. This work investigates the use of topology optimization to generate novel surface geometries that enhance thermal efficiency specifically in narrow rectangular channels. A physics-based topology [...] Read more.
Improving the thermal performance of compact heat exchangers is a key challenge in the development of energy-efficient systems. This work investigates the use of topology optimization to generate novel surface geometries that enhance thermal efficiency specifically in narrow rectangular channels. A physics-based topology optimization software, ToffeeX, has been employed to explore turbulator designs within defined spatial and material constraints. The optimization process has focused on maximizing heat transfer, with particular attention on the effect of solid volumetric fraction. Simulations have been carried out using the CFD tools of the optimization software to evaluate the thermal behavior of the proposed configurations. Among the tested designs, a solid volumetric fraction of 8% has led to the most effective solution, achieving a 25% increase in outlet fluid temperature compared to a conventional ribbed reference configuration. Validation using CFD simulations with another package, OpenFOAM, has confirmed these results, showing consistent trends across methodologies. These findings highlight the potential of combining topology optimization with numerical simulation to develop advanced geometries for heat transfer enhancement. The proposed approach supports the development of more efficient and compact heat exchangers, paving the way for future experimental studies and broader industrial applications. Full article
(This article belongs to the Special Issue Computational Fluid Dynamics (CFD) Study for Heat Transfer)
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22 pages, 800 KiB  
Review
Combined Potential of Orlistat with Natural Sources and Their Bioactive Compounds Against Obesity: A Review
by Jonatan Jafet Uuh Narvaez, Ivan Chan Zapata and Maira Rubi Segura Campos
Molecules 2025, 30(11), 2392; https://doi.org/10.3390/molecules30112392 - 30 May 2025
Viewed by 2577
Abstract
Obesity represents a significant global public health issue, contributing to the rising prevalence of metabolic diseases. One treatment for obesity is orlistat, a drug that inhibits pancreatic lipase. It is widely used due to its efficacy in reducing dietary fat absorption. However, patient [...] Read more.
Obesity represents a significant global public health issue, contributing to the rising prevalence of metabolic diseases. One treatment for obesity is orlistat, a drug that inhibits pancreatic lipase. It is widely used due to its efficacy in reducing dietary fat absorption. However, patient adherence to this drug is often hindered by its associated adverse effects. As a result, there is an increasing interest in exploring alternative therapeutic options derived from natural sources, such as plants and algae, particularly extracts and their bioactive compounds. These extracts and compounds have shown potential in inhibiting pancreatic lipase and other markers associated with obesity. Nevertheless, they also present certain limitations, including low bioavailability. In this context, combination therapy involving orlistat and these extracts or their compounds has emerged as a promising strategy. This approach aims to enhance the inhibition of pancreatic lipase and other obesity-related markers, thereby improving therapeutic outcomes and reducing adverse effects associated with treatment. The objective of this review is to analyze the available scientific evidence regarding the combined effects of orlistat and extracts or bioactive compounds in inhibiting various markers related to dyslipidemia and obesity, with the goal of proposing combination therapy as a safe and effective therapeutic option. Full article
(This article belongs to the Special Issue Natural Products for the Treatment of Diabetes and Obesity II)
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28 pages, 7461 KiB  
Article
An Invertible, Robust Steganography Network Based on Mamba
by Lin Huo, Jia Ren and Jianbo Li
Symmetry 2025, 17(6), 837; https://doi.org/10.3390/sym17060837 - 27 May 2025
Viewed by 804
Abstract
Image steganography is a research field that focuses on covert storage and transmission technologies. However, current image hiding methods based on invertible neural networks (INNs) have limitations in extracting image features. Additionally, after experiencing the complex noise environment in the actual transmission channel, [...] Read more.
Image steganography is a research field that focuses on covert storage and transmission technologies. However, current image hiding methods based on invertible neural networks (INNs) have limitations in extracting image features. Additionally, after experiencing the complex noise environment in the actual transmission channel, the quality of the recovered secret image drops significantly. The robustness of image steganography remains to be enhanced. To address the above challenges, this paper proposes a Mamba-based Robust Invertible Network (MRIN). Firstly, in order to fully utilize the global features of the image and improve the image quality, we adopted an innovative affine module, VMamba. Additionally, to enhance the robustness against joint attacks, we introduced an innovative multimodal adversarial training strategy, integrating fidelity constraints, adversarial games, and noise resistance into a composite optimization framework. Finally, our method achieved a maximum PSNR value of 50.29 dB and an SSIM value of 0.996 on multiple datasets (DIV2K, COCO, ImageNet). The PSNR of the recovered image under resolution scaling (0.5×) was 31.6 dB, which was 11.3% higher than with other methods. These results show that our method outperforms other current state-of-the-art (SOTA) image steganography techniques in terms of robustness on different datasets. Full article
(This article belongs to the Section Computer)
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20 pages, 5140 KiB  
Article
Hazards to Wild Birds Associated with Anthropogenic Structures and Human Activities—Results of a Long-Term Study in an Urbanised Area of the Alps
by Christiane Böhm, Molinia Wilberger and Armin Landmann
Birds 2025, 6(2), 25; https://doi.org/10.3390/birds6020025 - 8 May 2025
Viewed by 1478
Abstract
We analyse data from a rescue database collected at the Innsbruck Alpenzoo (Tyrol, Austria). The sample covers 33 years (1988–2020), and more than 5250 wild birds from 145 species originating from Innsbruck and the surrounding Inn Valley, one of the most densely populated [...] Read more.
We analyse data from a rescue database collected at the Innsbruck Alpenzoo (Tyrol, Austria). The sample covers 33 years (1988–2020), and more than 5250 wild birds from 145 species originating from Innsbruck and the surrounding Inn Valley, one of the most densely populated areas in Europe. Both, the total number of birds as well as the number of bird species yearly admitted have increased since 1988. Orphaned nestlings and victims of glass collisions were the most common reasons for admission and responsible for the increase. Species’ susceptibility to accidental causes increased with regional abundance and degree of urbanisation. More urbanised species are characterised by a high proportion of nestlings and juveniles in the sample. The seasonal patterns of deliveries in these species show a peak in the late breeding season, and young birds are particularly susceptible to glass collisions and cat attacks. The species list also includes regionally rare wetland, upland and forest breeders and foreign migrants. Such species show a high proportion of admissions in autumn and collisions with windows play a greater role for short-distance migrants. Our data also suggest that small birds (<15 g body mass) are more likely to collide with glass panes than larger species. In conclusion, our data suggest that basically all bird groups and species are at least occasionally affected by human structures and activities in urbanised landscapes but support the notion that juveniles and migrants are more prone for accidents due to the lack of experience with anthropogenic structures in new areas. Full article
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23 pages, 3745 KiB  
Article
Towards Circularity in Anaerobic Digestion: Methane Yield Enhancement Using Biochar from Co-Pyrolysis of Anaerobic Sludge and Residual Lignocellulosic Biomass
by César Omar Díaz Lara, Diana Cabañas Vargas, Julio César Sacramento Rivero, Sergio Baz-Rodríguez, Juan Enrique Ruiz Espinoza, Erick Alberto Aguilera-Cauich, José Martín Baas-López and Daniella E. Pacheco-Catalán
Recycling 2025, 10(3), 84; https://doi.org/10.3390/recycling10030084 - 1 May 2025
Viewed by 1726
Abstract
Improper management of anaerobic pig sludge poses significant environmental and health risks. Converting this waste into biochar to enhance methane production during anaerobic digestion (AD) presents an environmentally sound and circular solution, especially when the biochar is produced through co-pyrolysis with lignocellulosic biomass [...] Read more.
Improper management of anaerobic pig sludge poses significant environmental and health risks. Converting this waste into biochar to enhance methane production during anaerobic digestion (AD) presents an environmentally sound and circular solution, especially when the biochar is produced through co-pyrolysis with lignocellulosic biomass residues. This study first determined the co-pyrolysis biomass ratio (anaerobic sludge to lignocellulosic biomass) that caused the highest increase on methane yield. Subsequently, the effects of biochar dosage (6, 12, 18, 24, and 30 g/L) and particle size (0.5–1 cm, 212–355 µm, and <53 µm) on methane production were assessed. Biochar derived from up to 25 % anaerobic pig sludge increased methane yield by 74.49 ± 1.25 % without compromising its catalytic effect. Methane yield was significantly affected by both biochar dosage and particle size, with best results observed at dosages of 12–18 g/L. These findings highlight the feasibility of the co-pyrolysis of anaerobic pig sludge and lignocellulosic residues as an attractive circular solution for integrated waste management and energy production. Full article
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