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Keywords = marine biotechnology

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53 pages, 4140 KB  
Review
Algae-Derived Bioactive Compounds as Platforms for Translational Biotechnology and Health Applications
by Hannah Morris, Zoe Coombes, Zeinab El Dor, Valerie J. Rodrigues, Alla Silkina, Pietro Marchese, Mary Murphy, Jessica M. M. Adams, Frank Barry, Claudio Fuentes-Grünewald, Walid Rachidi and Deyarina Gonzalez
BioTech 2026, 15(2), 34; https://doi.org/10.3390/biotech15020034 - 15 May 2026
Viewed by 428
Abstract
Marine macroalgae, microalgae, and associated microorganisms are increasingly recognised as valuable sources of bioactive compounds with applications across biotechnology and health. The environmental and ecological conditions they inhabit shape their metabolite diversity, leading to the production of high-value compounds such as sulphated polysaccharides, [...] Read more.
Marine macroalgae, microalgae, and associated microorganisms are increasingly recognised as valuable sources of bioactive compounds with applications across biotechnology and health. The environmental and ecological conditions they inhabit shape their metabolite diversity, leading to the production of high-value compounds such as sulphated polysaccharides, lipids, pigments, phenolics, and peptides. These compounds exhibit conserved biological activities that underpin potent antioxidant, anti-inflammatory, cytotoxic, and pro-regenerative effects with strong potential for translation. Although external factors drive rich metabolite diversity, continual variation can also lead to translational constraints including heavy-metal accumulation, inconsistency in extract composition, and regulatory complexity. This review examines the environmental drivers of metabolite diversity and the functional potential of bioactives derived from marine algae. We focus on their translational application within four areas of growing interest: nutraceuticals, cosmetics, regenerative medicine, and oncology, where emerging evidence suggests their promise as next-generation bioactive ingredients and therapeutic leads. In addition, insights from Irish and Welsh Small and Medium Enterprises (SMEs) are collated to identify key bottlenecks in commercialisation and the requirements for effective marine biodiscovery pipelines. We consider the importance of controlled cultivation, standardised analytics, preclinical testing platforms, and collaborative innovation ecosystems and highlight the need for coordinated scientific, technical, and regulatory advances to unlock the full translational potential of marine-derived compounds. Full article
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23 pages, 9015 KB  
Article
Transcriptomic Analysis and Machine Learning Identify Cross-Pathogen Biomarkers for Bacterial and Parasitic Infections in Silver Pomfret (Pampus argenteus)
by Yunkang Wu, Yuanbo Li, Ting Chen, Wuqiang Xia, Yajun Wang, Xiaojun Yan and Jiabao Hu
Animals 2026, 16(10), 1510; https://doi.org/10.3390/ani16101510 - 14 May 2026
Viewed by 210
Abstract
Silver Pomfret is increasingly threatened by many diseases under intensive artificial culturing conditions, yet conserved host biomarkers across different infections remain poorly defined. In this study, we integrated transcriptomic datasets from independent infections with Cryptocaryon irritans, Nocardia seriolae, and Photobacterium damselae [...] Read more.
Silver Pomfret is increasingly threatened by many diseases under intensive artificial culturing conditions, yet conserved host biomarkers across different infections remain poorly defined. In this study, we integrated transcriptomic datasets from independent infections with Cryptocaryon irritans, Nocardia seriolae, and Photobacterium damselae subsp. damselae to identify shared host-response genes. By combining differential expression analysis with weighted gene co-expression network analysis, we prioritized six candidate genes associated with cross-pathogen infection responses. Random Forest and support vector machine analysis further supported their classification potential across the three infection models. Phylogenetic and structural analyses provided additional evidence for the conserved annotation of these proteins. GSVA-based signature analysis supported the cross-pathogen discriminatory capacity of the six-gene panel and suggested context-dependent contributions of individual genes across infection models. Immune signature analysis indicated distinct host immune response patterns under different pathogenic challenges, and candidate genes showed positive associations with inferred T cell-related signatures. Upstream regulatory prediction identified CTCF and the miR-17/20/93 family as potential regulators of these genes. Quantitative real-time PCR of the kidney further highlighted canx, rnd3, and angptl4 as the most robust infection-responsive candidates, with consistent temporal expression patterns observed from 0 to 24 h post-infection. These findings suggest a potential cross-pathogen host-response pattern in Silver Pomfret and provide preliminary support for future exploration of molecular markers for disease monitoring in aquaculture. Full article
(This article belongs to the Section Aquatic Animals)
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38 pages, 491 KB  
Review
Antioxidant, Anti-Inflammatory and Anticancer Peptides from Extreme Marine Environments
by Muhammad Zakariya, Eleonora Montuori, Gwendoline Kopp, Alessandro Coppola, Daniela Giordano, Stefano Bruno and Chiara Lauritano
Antioxidants 2026, 15(5), 615; https://doi.org/10.3390/antiox15050615 - 13 May 2026
Viewed by 345
Abstract
Marine organisms have proven to be excellent sources of bioactive natural products with potential therapeutic applications. To date, seventeen marine-derived molecules are on the market for the treatment of human diseases, mainly cancer. While multiple bioactivities of marine compounds have been consecutively reported, [...] Read more.
Marine organisms have proven to be excellent sources of bioactive natural products with potential therapeutic applications. To date, seventeen marine-derived molecules are on the market for the treatment of human diseases, mainly cancer. While multiple bioactivities of marine compounds have been consecutively reported, peptides represent promising candidates for these applications. This review focuses on peptides from marine organisms living in extreme marine environments, such as the deep ocean, polar regions, and tropical ecosystems. These are particularly promising for further bioprospecting, since their distinctive conditions have driven the evolution of unique biomolecules, as well as unique stability profile that can improve efficacy, shelf life, and performance under a wide range of industrial conditions. Ziconotide (Prialt), a neurotoxic peptide derived from the venom of a marine snail (Conus sp.) found at depths greater than 1000 m, is already commercially available for the treatment of severe pain. Recent technologies and computational tools are speeding up the discovery of new peptides and enzymes (very few from extreme environments). Overall, the review reports about eight peptides with anticancer properties from deep environments, nine, two and seven from polar habitats with antioxidants, anti-inflammatory and anticancer properties, respectively, and approximately ninety peptides from tropical waters (five antioxidant, thirty-five anti-inflammatory and fifty-four anticancer peptides). However, future studies in extreme environments will need to develop and apply sampling technologies, cultivation systems, as well as methods to assess efficacy, side effects and mechanisms of action, in vitro and in vivo. Full article
(This article belongs to the Special Issue Antioxidants from the Sea and Their Application)
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18 pages, 1256 KB  
Article
Differential Induction of Astaxanthin, Lutein, and Canthaxanthin with Altered Fatty Acid Profiles in Chromochloris zofingiensis via a Two-Stage Cultivation Approach Using Different Chemical Modulators
by Suthamat Niyompanich, Pokchut Kusolkumbot, Watcharee Kunyalung, Atthaboon Watthammawut and Sorawit Powtongsook
Life 2026, 16(5), 799; https://doi.org/10.3390/life16050799 (registering DOI) - 11 May 2026
Viewed by 191
Abstract
Chromochloris zofingiensis is a promising source of high-value bioproducts, particularly carotenoids and fatty acids. In this study, three selected chemical agents, including methylene blue (MB), salicylic acid (SA), and zinc sulfate heptahydrate (ZN), representing their roles as an oxidant, a signal transducer, and [...] Read more.
Chromochloris zofingiensis is a promising source of high-value bioproducts, particularly carotenoids and fatty acids. In this study, three selected chemical agents, including methylene blue (MB), salicylic acid (SA), and zinc sulfate heptahydrate (ZN), representing their roles as an oxidant, a signal transducer, and a metal ion, respectively, were applied at 96 h post-inoculation to stimulate metabolite accumulation via a two-stage cultivation approach. None of the treatments significantly affected algal growth. Among the treatments, HPLC analysis showed that 2.5 mM ZN significantly exhibited a dual stimulatory effect on astaxanthin (1.679 ± 0.122 mg g−1) and lutein (4.257 ± 0.183 mg g−1) accumulation, which were 2.28- and 2.91-fold higher than the control, respectively. The 1 µM MB significantly enhanced the canthaxanthin content to 2.382 ± 0.210 mg g−1 (a 3.57-fold increase). Different SA concentrations selectively induced the target pigments of astaxanthin and lutein. APCI-QTOF analysis enabled the detection of echinenone in the microalgal extracts. Its identity and quantification were subsequently validated by HPLC, with the highest content detected under the 0.2 mM SA treatment. GC-FID analysis revealed changes in the composition of six major fatty acids, with C18:1 n-9 representing 50.01% of the total fatty acids under the 2.5 mM ZN treatment. These findings suggest that the two-stage approach could offer a practical and feasible strategy for microalgal biorefineries. Full article
(This article belongs to the Special Issue Microalgae and Their Biotechnological Potential)
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30 pages, 4919 KB  
Review
Algal–Bacterial Interactions: Mechanisms, Ecological Significance, and Biotechnological Implications
by Domenico Prisa, Aristidis Matsoukis, Aftab Jamal, Damiano Spagnuolo and Lorenzo Maria Ruggeri
Phycology 2026, 6(2), 50; https://doi.org/10.3390/phycology6020050 - 11 May 2026
Viewed by 308
Abstract
Algae rarely occur as solitary phototrophs in nature or engineering; instead, they are embedded in complex bacterial consortia that control their physiology, productivity and ecological performance. The phycosphere, a microscale niche rich in algal exudates, promotes extensive metabolic exchange and chemical signaling, defining [...] Read more.
Algae rarely occur as solitary phototrophs in nature or engineering; instead, they are embedded in complex bacterial consortia that control their physiology, productivity and ecological performance. The phycosphere, a microscale niche rich in algal exudates, promotes extensive metabolic exchange and chemical signaling, defining these associations. Bacteria capitalize on the dissolved organic carbon released by algae, providing growth supporting molecules such as vitamins, trace metals, and siderophores, as well as regenerated inorganic nutrients. Bidirectional beneficial interactions range from obligate mutualism to facultative commensalism and antagonism, depending on environmental context and community membership. Bacterial partners can stimulate algal growth, morphogenesis, and stress tolerance, as well as modulating defense and programmed cell death during the decline and bloom succession of algae resulting from algicidal taxa. Metabolic cooperation, QS signaling, extracellular enzyme activity, and chemically induced gene expression produce the exometabolome in the phycosphere, which in turn reprograms gene expression in all partners. Recent advances in multi-omics toolboxes, single-cell isotopic analyses, and microfluidics have greatly enhanced our understanding of the functional and spatiotemporal orientation of algal microbiomes. Ecologically, algal–bacterial interactions manage the phytoplankton community structure, control HABs, and modulate carbon and nutrient fluxes in both marine and freshwater realms. Biotechnologically, engineered algal–bacterial consortia are a promising tool for enhancing biomass production, stabilizing large-scale cultivation, improving wastewater treatment, and upgrading biofuels and fine chemicals. Despite these notable research advances, the context- and species-dependent complexity of multispecies interactions remains a major obstacle to their practical modeling and scalable implementation. Integrative research frameworks that combine molecular, ecological, and bioengineering approaches are urgently needed to unlock the full potential of sustainable applications in the future. Full article
(This article belongs to the Special Issue Microbial Interactions in the Phycosphere)
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18 pages, 2491 KB  
Article
Real-Time PCR Detection of Alicyclobacillus acidoterrestris in Fruit Juice: Method Validation and Implications for Guaiacol-Related Spoilage
by Shih-Ling Lin, Melanie M. Valdrez and Shun-Hsien Chang
Foods 2026, 15(10), 1672; https://doi.org/10.3390/foods15101672 - 11 May 2026
Viewed by 288
Abstract
In this study, a SYBR Green-based real-time PCR workflow targeting the vdcC gene was optimized and validated for rapid detection of Alicyclobacillus acidoterrestris in fruit juice. A commercial DNA extraction kit showed the best performance, achieving a limit of detection (LOD) of 2 [...] Read more.
In this study, a SYBR Green-based real-time PCR workflow targeting the vdcC gene was optimized and validated for rapid detection of Alicyclobacillus acidoterrestris in fruit juice. A commercial DNA extraction kit showed the best performance, achieving a limit of detection (LOD) of 2 Log CFU/mL, whereas microwave-based extraction (30 s) provided a rapid alternative with an LOD of 3 Log CFU/mL. The vdcC primer set enabled clear discrimination of A. acidoterrestris from closely related species based on melting curve analysis. The method was successfully applied to orange, apple, and grape juice matrices, as well as to 30 commercial juice samples. Guaiacol analysis further indicated that the presence of A. acidoterrestris DNA did not necessarily correspond to active spoilage. Overall, this study provides a systematically optimized and practically validated workflow for monitoring A. acidoterrestris in fruit juice systems. Full article
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20 pages, 4463 KB  
Review
Functional Microbiomes at the Interface: Mediators in Marine Biofouling and Larval Settlement
by Sergey Dobretsov, Daniel Rittschof, Lihua Peng and Jin-Long Yang
Int. J. Mol. Sci. 2026, 27(10), 4155; https://doi.org/10.3390/ijms27104155 - 7 May 2026
Viewed by 433
Abstract
Natural and artificial marine surfaces are rapidly colonized by microscopic communities, including propagules of some macrofoulers, in a process called biofouling. These microbiomes play an important role in modulating the evolving microbial community, as well as the attachment and settlement of other invertebrate [...] Read more.
Natural and artificial marine surfaces are rapidly colonized by microscopic communities, including propagules of some macrofoulers, in a process called biofouling. These microbiomes play an important role in modulating the evolving microbial community, as well as the attachment and settlement of other invertebrate larvae. Microbiomes act as biochemical and biophysical interfaces in marine communities. This review explores the gene-level processes that underlie microbial functions relevant to biofouling and larval settlement, such as quorum sensing, extracellular polymeric substance (EPS), and innate immune system components, as well as biosynthetic and degradative processes that generate signaling molecules. We critically evaluate current knowledge on how microbial metabolites promote or inhibit larval recruitment in corals, barnacles, polychaetes, and bivalves, and how omics-based approaches are uncovering the functional potential of biofilm communities. We evaluate how these interactions influence ecosystem services, such as habitat structuring, reef resilience, and coastal infrastructure maintenance. Full article
(This article belongs to the Section Molecular Microbiology)
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23 pages, 1052 KB  
Article
Effects of a Fermented Shrimp-Waste Formulation on Growth and Chlorophyll Content of Mays (Zea mays)
by Hassna Leknizi, Wijdane Zain, Mohamed Elyachioui, Hassane Tahiri, Ismail Mansouri, Wafae Squalli and Brahim Bourkhiss
Appl. Sci. 2026, 16(9), 4506; https://doi.org/10.3390/app16094506 - 3 May 2026
Viewed by 343
Abstract
The sustainable valorization of marine biowaste, particularly shrimp residues, has emerged as a promising strategy to develop eco-friendly agricultural inputs that enhance crop productivity and reduce environmental impacts. This study investigated the effects of a biotechnologically processed fermented shrimp-waste (Parapenaeus longirostris) [...] Read more.
The sustainable valorization of marine biowaste, particularly shrimp residues, has emerged as a promising strategy to develop eco-friendly agricultural inputs that enhance crop productivity and reduce environmental impacts. This study investigated the effects of a biotechnologically processed fermented shrimp-waste (Parapenaeus longirostris) formulation as a biostimulant on the growth, physiological performance, and development of a local mays variety (Zea mays L., DKC 744) under controlled pot conditions. The experiment evaluated root, foliar, and combined applications of the biostimulant at three concentrations (5%, 10%, and 15%) over a 90-day vegetative cycle. Morphological parameters, including stem height, leaf number, leaf mass, and root biomass, were measured at regular intervals, while chlorophyll a and b contents were assessed to evaluate photosynthetic efficiency. The results indicated that all biostimulant treatments significantly enhanced mays growth. Root-applied biostimulants primarily stimulated root biomass by up to 764.0 ± 66.8 g at the 10% concentration, whereas foliar applications improved above-ground traits, including stem elongation and leaf formation, reaching maximum heights of 200.0 ± 1.9 cm and 17.0 ± 0.4 leaves under intermediate concentrations. Combined root and foliar applications produced the highest stem height (240.0 ± 5.6 cm), leaf number (19.0 ± 0.0), leaf mass (1034.0 ± 11.1 g), and chlorophyll content (2.44 ± 0.9 for chlorophyll a) at 10–15% concentrations. The results also revealed that moderate concentrations generally provided the most balanced stimulation, suggesting the presence of an optimal dose threshold. This study demonstrated the comparative effectiveness of root, foliar, and combined applications of a fermented shrimp-waste biostimulant and identified an optimal concentration. However, its limitations lie in the use of controlled pot conditions and a single crop variety, which restrict the extrapolation of results to field-scale applications and diverse agroecological environments. Therefore, more research is needed to explore the action mechanisms of the studied biostimulant and elicitors, mainly the interaction between biocompounds and the treated plant. Full article
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16 pages, 28163 KB  
Article
Extraction, Purification, and Characterization of a Bacteriocin from Marine Lactococcus lactis NAN6399: Evaluating Antioxidant and Antimicrobial Activities
by Fatma A. Ameen, Mahmoud E. Soliman, Amira M. Hamdan and Sherif F. Hammad
Microorganisms 2026, 14(5), 1030; https://doi.org/10.3390/microorganisms14051030 - 1 May 2026
Viewed by 364
Abstract
We evaluated the antimicrobial and antioxidant capabilities of a bacteriocin purified from a recently identified marine Lactococcus lactis (L. lactis) NAN6399 strain, a lactic acid bacterium recovered from Mediterranean coastal waters near Alexandria, Egypt, and identified by combined API 50 CHL [...] Read more.
We evaluated the antimicrobial and antioxidant capabilities of a bacteriocin purified from a recently identified marine Lactococcus lactis (L. lactis) NAN6399 strain, a lactic acid bacterium recovered from Mediterranean coastal waters near Alexandria, Egypt, and identified by combined API 50 CHL phenotypic profiling and 16S rRNA gene sequencing. Bacteriocin purification was achieved by sequential ammonium sulfate precipitation and reverse-phase high-performance liquid chromatography (RP-HPLC). The purified bioactive fraction had an approximate molecular weight of 20 kDa by SDS-PAGE and a 106-amino-acid N-terminal sequence that, upon BLAST alignment, returned 98.1% overall identity to the Lactococcin 972 family bacteriocin AAK06118.1 from L. lactis IL1403, with divergence confined exclusively to the terminal two C-terminal residues. This sequence is structurally and functionally distinct from canonical Lcn972 (L. lactis IPLA 972): the two peptides share an identical 25-residue signal peptide but diverge entirely in their mature bioactive domains, which exhibit only 9.1% sequence identity. Canonical Lcn972 operates through Lipid II-mediated septum disruption and inhibits only Lactococcus species; the NAN6399 peptide, correctly designated as a novel member of the Lcn972-like peptide family, demonstrated broad-spectrum antimicrobial efficacy against multiple indicator organisms (Staphylococcus aureus, Salmonella typhimurium, Escherichia coli, Klebsiella pneumoniae, Pseudomonas aeruginosa, and Enterococcus faecalis), producing inhibition zones of up to 30 mm and minimum inhibitory concentration (MIC) values as low as 1.25 μg/mL against S. aureus. Antioxidant capacity was assessed using the DPPH radical scavenging assay, with the purified preparation achieving 73.14 ± 0.34% inhibition. Collectively, these data establish L. lactis NAN6399 as the producer of a bifunctional Lcn972-family bacteriocin with both antimicrobial and antioxidant potential, provide the first experimental characterization of the antimicrobial activity of this Lcn972-family branch, and highlight marine LAB as a productive reservoir for novel bioactive peptide discovery. Full article
(This article belongs to the Section Microbial Biotechnology)
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31 pages, 4604 KB  
Article
A Zebrafish Galectin-1 Isoform Is Expressed in Skin and Gills and Binds to Bacteria, Bacterial Adhesin Receptors, and Epidermal Mucus Glycans
by Chiguang Feng, Kelsey Abernathy, Sheng Wang, Guanghui Zong, Nilli Zmora, Allison Shupp, Muddassar Iqbal, Lai-Xi Wang and Gerardo R. Vasta
Int. J. Mol. Sci. 2026, 27(9), 3827; https://doi.org/10.3390/ijms27093827 - 25 Apr 2026
Viewed by 244
Abstract
Galectins are a functionally diverse family of β-galactosyl-binding lectins that are ubiquitously present in animal species, with key roles in development and immune regulation. Recently, galectins have been found to recognize microbial glycosylated moieties, but the detailed mechanisms of their innate immune functions [...] Read more.
Galectins are a functionally diverse family of β-galactosyl-binding lectins that are ubiquitously present in animal species, with key roles in development and immune regulation. Recently, galectins have been found to recognize microbial glycosylated moieties, but the detailed mechanisms of their innate immune functions in mucosal epithelia have remained elusive. The zebrafish (Danio rerio) represents an ideal genetically tractable model to address these questions, as the skin, gills, and gut display mucosal surfaces exposed to the environment. In this study, we investigated the range of endogenous and microbial glycans that are recognized by zebrafish galectin Drgal1 present in epidermal mucus, which would be consistent with defense functions against a bacterial challenge. Results revealed that zebrafish galectin isoform Drgal1-L2 can recognize selected bacterial glycans, as well as zebrafish mucus glycans and cell-surface receptors for bacterial adhesins such as fibronectin (KD = 1.593 × 10−6 M) and CD147 (KD = 1.115 × 10−6 M). Furthermore, preliminary experiments revealed that Drgal1-L2 may hinder bacterial adhesion to epidermal mucus in about 50% at 2.5 μg/mL. Our results suggest that Drgal1-L2 present in epidermal mucus can prevent access of pathogenic bacteria to the epithelial cell surface by alternate or synergic binding to bacterial glycans and to zebrafish mucus components and epithelial receptors for bacterial adhesins. Thus, the present study provides key information for the testing of the abovementioned hypothesis by implementing gene-silencing approaches targeting both zebrafish Drgal1-L2 and its ligands. Full article
(This article belongs to the Special Issue Galectins (Gals), 2nd Edition)
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30 pages, 4617 KB  
Article
The Invasive Blue Crab Callinectes sapidus as a Model for Assessing Sub-Lethal Effects of Polyvinyl Alcohol
by Alessandra Maganza, Giorgia Zicarelli, Giuseppe Esposito, Annalisa Cotugno, Alice Gabetti, Camilla Mossotto, Alessia Merialdi, Francesca Provenza, Serena Anselmi, Marzia Pezzolato, Elena Bozzetta, Monia Renzi, Marino Prearo, Caterina Faggio, Edoardo Turolla, Antonia Concetta Elia and Paolo Pastorino
Toxics 2026, 14(5), 358; https://doi.org/10.3390/toxics14050358 - 24 Apr 2026
Viewed by 606
Abstract
Polyvinyl alcohols (PVAs) are synthetic, water-soluble polymers widely used in industrial, medical, and personal care products. Their slow biodegradation raises concerns about potential impacts on marine ecosystems. This study examined how PVA exposure affects the blue crab Callinectes sapidus, an invasive species [...] Read more.
Polyvinyl alcohols (PVAs) are synthetic, water-soluble polymers widely used in industrial, medical, and personal care products. Their slow biodegradation raises concerns about potential impacts on marine ecosystems. This study examined how PVA exposure affects the blue crab Callinectes sapidus, an invasive species in the Mediterranean Sea. Crabs were exposed to three PVA concentrations (0.5, 5, and 25 mg L−1) along with a control group, for periods of 10 and 20 days. Oxidative stress was assessed by measuring antioxidant enzyme activities, including superoxide dismutase (SOD), glutathione S-transferase (GST), glutathione peroxidase (GPx), and lipid peroxidation levels in muscle, gill, and hepatopancreas. Cell viability in the hemolymph and hepatopancreas was also evaluated. The results showed that hepatopancreas cells were more sensitive than hemolymph cells. Oxidative stress increased with exposure time and concentration, as indicated by elevated antioxidant enzyme activity and lipid peroxidation. After 10 days, early detoxification responses were observed, while after 20 days of exposure, clear dose- and time-dependent trends were evident, highlighting an intensification of physiological dysfunctions with increasing PVA concentrations and prolonged exposure duration. The histopathological observations showed limited alterations in muscle and hepatopancreas tissue but evident structural changes in gill tissues, particularly after prolonged exposure. The findings reveal a concentration- and time-dependent biological response to PVA, highlighting physiological changes at higher exposure levels and the need for further research on environmental consequences. Full article
(This article belongs to the Special Issue Toxic Effects of Emerging Pollutants on Aquatic Organisms and Human)
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22 pages, 3151 KB  
Review
Computational Methods in Anti-Cancer Drug Discovery, Development, and Therapy Management: A Review
by Jingyi Liu, Jiaer Cai, Jingyue Yao, Yufan Liu, Xin Lu and Chao Zhao
Digital 2026, 6(2), 32; https://doi.org/10.3390/digital6020032 - 21 Apr 2026
Viewed by 338
Abstract
Cancer has become a major global health threat due to its high incidence and mortality. However, the development of anti-cancer drugs is limited by high costs, long cycles, and low success rates, slowing the progress of new treatments. As a method that simulates [...] Read more.
Cancer has become a major global health threat due to its high incidence and mortality. However, the development of anti-cancer drugs is limited by high costs, long cycles, and low success rates, slowing the progress of new treatments. As a method that simulates human cognitive functions, artificial intelligence (AI) has greatly improved the efficiency of drug development. Machine learning is a core part of AI and supports applications such as natural language processing and computer vision. This paper reviews recent advances in AI for optimizing anti-cancer drug discovery, development, and medication therapy management. First, we highlight the applications of AI in target identification, druggability assessment, drug screening, and repurposing. Second, we detail how AI optimizes drug combination therapy and clinical trial design. Finally, we describe the role of AI in treatment management, including nanoparticle delivery systems, personalized dosing, and adaptive therapy. AI greatly streamlines anti-cancer drug development and provides new directions for precision cancer therapy. Full article
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21 pages, 1594 KB  
Article
Bifurcaria bifurcata Aqueous Extract as Bio-Elicitors for Enhanced Resistance and Growth Promotion in Potato Plants Against Dickeya dadantii-Induced Soft Rot Disease
by Fatima Lakhdar, Bouchra Benhniya, Jamal Bouhraoua, Selma Mabrouki, Nazha Samri, Badr-ddine El Mouns, Taoufik Hachimi, Nabila Boujaber, Omar Assobhei and Samira Etahiri
Int. J. Plant Biol. 2026, 17(4), 33; https://doi.org/10.3390/ijpb17040033 - 21 Apr 2026
Viewed by 436
Abstract
Phytopathogenic diseases are a major limiting factor in agricultural production. Therefore, scientific research continues to focus on developing effective techniques to mitigate their impact on crop productivity. Seaweed extracts, used as nutritional supplements, organic fertilizers, or bio-pesticides, have demonstrated their ability to enhance [...] Read more.
Phytopathogenic diseases are a major limiting factor in agricultural production. Therefore, scientific research continues to focus on developing effective techniques to mitigate their impact on crop productivity. Seaweed extracts, used as nutritional supplements, organic fertilizers, or bio-pesticides, have demonstrated their ability to enhance plant growth, increase yield, and alleviate the effects of abiotic stress. This study aimed to evaluate the effect of the aqueous extract of Bifurcaria bifurcata, collected from the Atlantic coast of Sidi Bouzid (El Jadida, Morocco), on the growth of Solanum tuberosum L., as well as its bactericidal activity against soft rot caused by Dickeya dadantii. The chemical Characterization revealed that Bifurcaria bifurcata aqueous extract is rich in polar and hydrophilic functional groups. In addition, this extract is particularly rich in phenolic metabolites, particularly phenolic acids, such as p-coumaric acid, ferulic acid, vanillic acid, and caffeic acid, which are known for their potential antimicrobial mechanisms. However, the treatment with 4 g/L extract resulted in a significant reduction in disease symptoms (>60%) and enhanced plant growth parameters, including 21% increase in plant height and 33% increase in leaf number. POX activity increased 6-fold (from 0.12 to 0.7 µmol/min/mg protein), indicating successful elicitation of plant defense mechanisms. The Bifurcaria bifurcata extract could act as novel activators of plant defense mechanisms and serve as potential alternatives to chemical pesticides. Full article
(This article belongs to the Section Plant–Microorganisms Interactions)
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14 pages, 6851 KB  
Article
Identification of a High-Yield and Low-Cadmium-Accumulating Rice Cultivar by LAMP-Based Gn1a-i Screening and Physiological Evaluation
by Xiyi Chen, Shangdu Zhang, Yaoxian Chin, Mingshi Lao, Guibo Zhang, Fengtao Yu, Linfeng Cheng and Yonghang Tian
Genes 2026, 17(4), 482; https://doi.org/10.3390/genes17040482 - 18 Apr 2026
Viewed by 340
Abstract
Background/Objectives: With the acceleration of global industrialization and continuous population growth, the world is increasingly confronted with the dual challenges of food insecurity and cultivated land contamination. The screening and breeding of rice varieties with superior agronomic traits and low heavy metal accumulation [...] Read more.
Background/Objectives: With the acceleration of global industrialization and continuous population growth, the world is increasingly confronted with the dual challenges of food insecurity and cultivated land contamination. The screening and breeding of rice varieties with superior agronomic traits and low heavy metal accumulation have therefore become important strategies for ensuring food safety and sustainable agricultural production. Methods: In this study, rice varieties carrying the Gn1a-i gene and exhibiting specific cadmium (Cd) accumulation characteristics were screened using a combination of molecular marker detection and cadmium accumulation evaluation. Specific loop-mediated isothermal amplification (LAMP) primers targeting the Gn1a-i gene were designed and combined with a lateral flow dipstick (LFD) assay to enable rapid genetic screening of rice varieties. A six-day hydroponic experiment under cadmium stress was conducted across three temperature ranges (15–20 °C, 22–27 °C, and 30–35 °C), and cadmium accumulation in different plant organs (roots, stem sheath, and leaves) was analyzed. Results: Seven varieties carrying the Gn1a-i gene, including Xiangwanxian 12, were identified among ten tested rice varieties. Xiangwanxian 12 was subsequently selected for further evaluation, with the high-cadmium-accumulating variety Yuzhenxiang used as a control. At 144 h, the total Cd content in the measured organs of Xiangwanxian 12 was 9.6%, 4.0%, and 23.2% lower than that of Yuzhenxiang under low, medium, and high temperatures, respectively (one-tailed t-test, p < 0.01 for all three temperatures). Conclusions: The integration of LAMP-based genotyping and physiological evaluation provides a novel and reliable strategy for identifying low-Cd rice germplasm. Xiangwanxian 12, which carries the Gn1a-i allele and exhibits consistently lower Cd accumulation than Yuzhenxiang, suggests potential as a candidate for breeding high-yield, low-Cd rice cultivars. Full article
(This article belongs to the Special Issue Research on Genetics and Breeding of Rice)
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17 pages, 5435 KB  
Article
Curcumin Attenuates LPS-Induced Migration/EMT and LPS/ATP-Associated IL-1β Release in Androgen-Independent Prostate Cancer Cells
by Mon-Der Cho, Shang-Yu Chou, Yu-Ming Hsu, Chi-Ying Li, Yi-Hong Tsai and Fang-Rong Chang
Curr. Issues Mol. Biol. 2026, 48(4), 413; https://doi.org/10.3390/cimb48040413 - 17 Apr 2026
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Abstract
Inflammation can promote aggressive phenotypes in prostate cancer, including enhanced migration/EMT-like changes and inflammasome-associated cytokine release. Here, we examined whether curcumin modulates these inflammation-driven responses in androgen-independent prostate cancer cells. PC-3 and DU145 cells were treated with curcumin (10 or 25 μM) or [...] Read more.
Inflammation can promote aggressive phenotypes in prostate cancer, including enhanced migration/EMT-like changes and inflammasome-associated cytokine release. Here, we examined whether curcumin modulates these inflammation-driven responses in androgen-independent prostate cancer cells. PC-3 and DU145 cells were treated with curcumin (10 or 25 μM) or N-acetylcysteine (NAC; 2 mM). Sub-cytotoxic dosing was defined by CCK-8 viability assays. LPS (0.5 μg/mL) was used to induce motility-, invasion-, and EMT-associated responses, assessed by wound-healing assay, Matrigel-coated Transwell invasion assay, and RT–qPCR of SNAI1, CDH1, and VIM. Intracellular ROS was quantified by CM-H2DCFDA flow cytometry. Inflammasome-associated and EMT-related protein changes were evaluated under LPS priming (24 h) followed by ATP triggering (5 mM, 1 h), with NLRP3, cleaved caspase-1, cleaved IL-1β, vimentin, and E-cadherin assessed by immunoblotting and IL-1β secretion measured by ELISA. Curcumin at 10–25 μM did not cause overt cytotoxicity and significantly reduced LPS-induced wound closure and invasive activity in both cell lines, accompanied by attenuation of EMT-associated transcriptional changes and a decrease in ROS-positive events. Under LPS priming/ATP triggering, inflammasome-associated protein signals and IL-1β secretion were robustly induced; curcumin suppressed IL-1β release and attenuated NLRP3, cleaved caspase-1, and cleaved IL-1β signals, while reversing vimentin/E-cadherin changes. NAC produced similar inhibitory patterns, supporting a redox-linked contribution to these responses. Collectively, curcumin dampens inflammation-driven motility/invasion, EMT-associated changes, and inflammasome-associated responses in androgen-independent prostate cancer cells. Full article
(This article belongs to the Section Bioorganic Chemistry and Medicinal Chemistry)
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