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Keywords = protein–protein docking

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63 pages, 6539 KB  
Article
HLA Binding Peptide-Based Designing of Non-Spike Universal Nanovaccine Against SARS-COV-2: A Computational Approach
by Puja Jaishwal and Satarudra Prakash Singh
Biophysica 2026, 6(4), 55; https://doi.org/10.3390/biophysica6040055 (registering DOI) - 25 Jun 2026
Abstract
The continuous evolution of the SARS-CoV-2 virus, marked by the emergence of new variants, poses a significant threat to the efficacy of existing vaccines. However, a promising approach to addressing vaccine failure caused by viral mutations (particularly in the spike protein) is the [...] Read more.
The continuous evolution of the SARS-CoV-2 virus, marked by the emergence of new variants, poses a significant threat to the efficacy of existing vaccines. However, a promising approach to addressing vaccine failure caused by viral mutations (particularly in the spike protein) is the development of a variant-proof (conserved), non-spike, multiepitope universal nanostructure vaccine with multifunctionality, biocompatibility, self-adjuvanticity, and structural similarity to pathogens in terms of size and shape. This study aimed to design a self-assembled nanostructure vaccine (SANV) featuring pentameric and trimeric coiled-coil peptide motifs, as well as other functional motifs, including epitopes, TAT, PADRE, and adjuvant. The cytotoxic T lymphocyte (CTL), helper T lymphocyte (HTL), and B lymphocyte (BL) epitopes of SANV were screened from the IEDB with more than 50% individual predicted population coverage (PPC) and fused using linkers to enable self-assembly. The multimerization of the 24 SANV monomers was modeled using the GalaxyHomomer and AlphaFold web servers. Subsequently, the leading SANV constructs with (SANVa9) and without (SANVb6) adjuvant were analyzed for their physicochemical profiles and assessed for antigenicity, allergenicity, solubility, and antioxidant potential. Furthermore, the molecular interactions, specificity, and stability of SANVa9 and SANVb6 with the broadly neutralizing sarbecovirus antibody 5817 and toll-like receptors (TLR2, TLR3, and TLR7) were analyzed using molecular docking and simulation over a 100-nanosecond time scale. Finally, the comparative immune simulation profiles of SANVa9 and SANVb6 with controls indicated stronger, broad-spectrum immune responses that could be translated into in vitro and in vivo studies and warrant further evaluation before clinical use. Full article
19 pages, 4839 KB  
Article
Juvenile Hormone Analogues Reduce the Expression of a Fatty Acid-Binding Protein Involved in Lipid Accumulation in the Migratory Locust Locusta migratoria
by Tian Miao, Zige Wang, Min Peng, Jinchao Chen, Dengbo Li and Yuemin Ma
Insects 2026, 17(7), 664; https://doi.org/10.3390/insects17070664 (registering DOI) - 25 Jun 2026
Abstract
Juvenile hormone (JH) analog insecticides are widely used in pest management because of their ability to disrupt insect growth and metamorphosis; however, the molecular mechanisms linking endocrine disruption to metabolic dysregulation remain incompletely understood. In addition to their established roles in diapause and [...] Read more.
Juvenile hormone (JH) analog insecticides are widely used in pest management because of their ability to disrupt insect growth and metamorphosis; however, the molecular mechanisms linking endocrine disruption to metabolic dysregulation remain incompletely understood. In addition to their established roles in diapause and developmental regulation, JH signaling pathways have also been implicated in carbohydrate and lipid metabolism. In the present study, we investigated the effects of two JH analogs, pyriproxyfen and hydroprene, on the migratory locust, Locusta migratoria, with particular emphasis on lipid metabolic regulation and the function of midgut-enriched fatty acid-binding protein gene (Mg-FABP). Bioassays were performed to evaluate insecticidal activity, and transcriptomic analyses were conducted to identify differentially expressed genes associated with endocrine signaling and lipid metabolism. Functional characterization of Mg-FABP was further performed using RNA interference (RNAi) and Oil Red O staining assays. In addition, the tertiary structure of LmMg-FABP was predicted using AlphaFold 3, and molecular docking analyses were carried out to investigate its interactions with fatty acid ligands. Both pyriproxyfen and hydroprene caused approximately 70% mortality in locust nymphs and induced significant transcriptional changes in pathways related to hormone signaling and lipid metabolism. Transcriptomic analysis revealed pronounced downregulation of Mg-FABP following JH analog exposure. RNAi-mediated silencing of Mg-FABP significantly reduced lipid droplet accumulation in the fat body, indicating that Mg-FABP plays an essential role in lipid transport and metabolic homeostasis in L. migratoria. Structural analyses further demonstrated that LmMg-FABP possesses a conserved tertiary structure highly similar to FABP homologs from other insect species. Molecular docking identified key amino acid residues involved in fatty acid binding and suggested that hydrophobic interactions are critical for ligand stabilization within the binding cavity. Collectively, our findings demonstrate that pyriproxyfen and hydroprene disrupt insect development not only through endocrine imbalance but also through perturbation of Mg-FABP-associated lipid metabolic pathways. This study provides new mechanistic insight into the coordinated interaction between hormonal signaling and lipid metabolism during JH analog exposure and identifies FABP-mediated lipid transport as a potential molecular target for the development of more selective insect growth regulators. Full article
(This article belongs to the Section Insect Physiology, Reproduction and Development)
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22 pages, 12313 KB  
Article
Evaluation of the Anti-Cancer Effects of KMU-11342 in In Vitro and Ex Vivo Models of Colorectal Cancer
by Jieun Jeon, Jeongin Jang, Chae Young Moon, Jinho Lee, Victor Sukbong Hong, Hyunju Kang, Jee Young Park, Na Hyeon Heo, Jong-Wook Park, Jae-Hyung Park, Jae-Ho Lee, Hye Won Lee, Sung Uk Bae, Hyunsu Lee and Shin Kim
Pharmaceuticals 2026, 19(7), 985; https://doi.org/10.3390/ph19070985 (registering DOI) - 25 Jun 2026
Abstract
Background/Objectives: Colorectal cancer (CRC) remains one of the leading causes of cancer-related morbidity and mortality worldwide. Despite advances in treatment, outcomes for advanced CRC remain unsatisfactory due to uncontrolled proliferation, metastasis, and recurrence. This study investigated the anti-cancer effects of KMU-11342, an [...] Read more.
Background/Objectives: Colorectal cancer (CRC) remains one of the leading causes of cancer-related morbidity and mortality worldwide. Despite advances in treatment, outcomes for advanced CRC remain unsatisfactory due to uncontrolled proliferation, metastasis, and recurrence. This study investigated the anti-cancer effects of KMU-11342, an indolin-2-one-based multi-protein kinase inhibitor with previously reported anti-inflammatory properties, in human colorectal cancer models. Methods: The anti-cancer effects of KMU-11342 were evaluated in colorectal cancer cells and further investigated in three-dimensional (3D) spheroid and patient-derived organoid models. Cell proliferation, migration, apoptosis, and cell cycle progression were assessed. Kinase activity profiling and molecular docking analyses were performed to identify potential targets and characterize the underlying signaling pathways. Results: KMU-11342 significantly inhibited the proliferation and migration of CRC cells. It reduced CRC cell density by 58.9% and 83.3% at 0.5 and 1 μM, respectively. These effects were accompanied by G2/M cell cycle arrest and apoptotic cell death. In 3D models, spheroid formation was markedly reduced and stemness-related characteristics were diminished. Patient-derived CRC organoids also showed decreased viability, exhibiting 38.6% and 77.4% reductions at 1 and 2 μM, respectively. These effects were observed in a dose-dependent manner in both two-dimensional (2D) and 3D colorectal cancer models. Kinase activity profiling and molecular docking analyses identified glycogen synthase kinase 3 beta (GSK3β) and cyclin-dependent kinase 1 (CDK1) as potential mediators of the anti-cancer effects of KMU-11342 through the p53/nuclear factor kappa B (NF-κB) and FoxO1 signaling axes, respectively. Conclusions: KMU-11342 exhibits potent anti-tumor activity against CRC through suppressing proliferation, migration, and stemness in both 2D and 3D models, including patient-derived organoids. Its effects may be mediated, at least in part, through modulation of GSK3β and CDK1 via the p53/NF-κB and FoxO1 signaling pathways. Full article
(This article belongs to the Topic Kinases in Cancer and Other Diseases, 2nd Edition)
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23 pages, 7458 KB  
Article
High-Glucose-Induced Metabolic and Epithelial Stress in Grass Carp Intestinal Epithelial Cells Associated with Methylation-Related Transcriptional Responses
by Linjie Qian, Wenqiang Jiang, Yan Lin, Siyue Lu, Xianping Ge and Linghong Miao
Int. J. Mol. Sci. 2026, 27(13), 5732; https://doi.org/10.3390/ijms27135732 (registering DOI) - 25 Jun 2026
Abstract
High-glucose exposure impairs intestinal metabolic homeostasis and barrier integrity in fish, but the transcriptional responses associated with high-glucose adaptation in fish intestinal epithelial cells remain incompletely understood. This study investigated whether exogenous 5-methylcytosine (5MC) alleviates high-glucose-induced metabolic and epithelial stress in grass carp [...] Read more.
High-glucose exposure impairs intestinal metabolic homeostasis and barrier integrity in fish, but the transcriptional responses associated with high-glucose adaptation in fish intestinal epithelial cells remain incompletely understood. This study investigated whether exogenous 5-methylcytosine (5MC) alleviates high-glucose-induced metabolic and epithelial stress in grass carp (Ctenopharyngodon Idella) intestinal epithelial cells and whether these responses are associated with changes in DNA methyltransferase 3 beta (dnmt3b) expression and Caudal type homeobox 1b (cdx1b)/Sodium-glucose cotransporter 1 (sglt1)-related transcriptional responses. As exploratory in silico information, molecular docking predicted candidate complex conformations of DNMT3B with CDX1B and SGLT1, with binding energies of −37.2 and −25.9 kcal/mol, respectively. Functionally, dnmt3b knockdown significantly reduced dnmt3b, Interleukin 6 (il6), and Nuclear factor kappa B (nfκb) expression, while increasing cdx1b, sglt1, Solute carrier family 2 member 3a (slc2a3a), 6-Phosphofructo-2-kinase/fructose-2,6-bisphosphatase 4a (pfkfb4a), and Amine oxidase copper containing 1 (aoc1) expression (p < 0.05). CDX2/CDX1B-like immunoreactive protein and SGLT1 protein levels were also increased after dnmt3b knockdown (p < 0.05). Under high-glucose stress, exogenous 5MC exerted concentration-dependent effects. Specifically, 6 mM 5MC significantly reduced residual extracellular glucose, lactate dehydrogenase and diamine oxidase activities, and malondialdehyde content, while increasing glutathione content, cell viability, and cell migration (p < 0.05). These effects remained detectable after replacement with high-glucose medium for an additional 12 h. By contrast, 24 mM 5MC markedly increased lactate dehydrogenase activity and reduced cell viability, suggesting potential cytotoxicity (p < 0.05). S-adenosylmethionine (SAM) levels were significantly lower in the NC and 6 mM groups than in the HG, 12 mM, and 24 mM groups, suggesting changes in SAM-related one-carbon metabolic status rather than direct evidence of altered DNA methylation (p < 0.05). Exogenous 5MC, particularly at 6 mM, alleviated high-glucose-induced metabolic and epithelial stress in grass carp intestinal epithelial cells. These effects were accompanied by changes in several glucose metabolism- and inflammation-related genes. However, the cellular uptake, metabolic fate, DNA incorporation, methylation consequences, and causal roles of these gene-expression changes remain to be further verified. Full article
(This article belongs to the Special Issue The Latest Molecular Insights into Animal Nutrition)
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14 pages, 12532 KB  
Article
Network Toxicology and Machine Learning Uncover BPA-Driven Molecular Mechanisms in Atopic Dermatitis
by Xingxin Cao, Xiangkai Cai, Mingxue Li, Weihua Jin, Fengmei Yang, Suqin Duan, Yanyan Li and Zhanlong He
Curr. Issues Mol. Biol. 2026, 48(7), 652; https://doi.org/10.3390/cimb48070652 (registering DOI) - 25 Jun 2026
Abstract
Bisphenol A (BPA) is a common industrial chemical primarily used in the manufacture of plastics, and it has been found in more than 90% of people worldwide. As an endocrine disruptor, BPA can impair reproduction, development, immunity, metabolism, and cognition; it also disturbs [...] Read more.
Bisphenol A (BPA) is a common industrial chemical primarily used in the manufacture of plastics, and it has been found in more than 90% of people worldwide. As an endocrine disruptor, BPA can impair reproduction, development, immunity, metabolism, and cognition; it also disturbs immune balance and thus fosters chronic inflammation. A number of population-based studies have indicated a link between environmental BPA exposure and atopic dermatitis (AD). Nevertheless, the detailed molecular pathways connecting BPA to AD remain poorly understood. AD is the leading chronic recurrent inflammatory skin disorder, characterized by severe itching and repeated eczema-like lesions. Its prevalence is roughly 13% among children and 5% among adults, and its global incidence continues to rise, imposing heavy health and economic burdens on societies. To clarify whether and how BPA may promote or worsen AD, we carried out a comprehensive computational study that integrated network toxicology, transcriptomic data, machine learning, molecular docking, and molecular dynamics simulations. From the CTD, ChEMBL, and SwissTargetPrediction databases, we collected 5701 potential BPA targets; from GeneCards and OMIM, we obtained 3270 genes linked to AD. The overlap between these two gene sets gave a group of common candidate genes. Enrichment analyses using GO and KEGG showed that these common genes were significantly overrepresented in the PI3K-Akt signaling pathway, Th17 cell differentiation, and the JAK-STAT signaling pathway—all central to immune and inflammatory regulation. We then built a protein–protein interaction (PPI) network by submitting the common genes to the STRING database and employed Cytoscape to extract hub genes from that network. By integrating human AD transcriptomic profiles with the hub genes and applying two machine learning techniques (LASSO and SVM), we identified six core toxic targets of BPA in AD: TIGIT, JAK3, IL22, S100A8, CCL2, and FCER1G. These six targets fall into two main functional categories: immune dysregulation and inflammatory cell infiltration. Subsequent molecular docking and molecular dynamics simulation experiments confirmed that BPA binds well to all six targets and can form stable complexes with them. Collectively, our findings offer a preliminary experimental foundation for future investigations into the pathogenesis of BPA-induced AD and provide important molecular evidence for understanding how environment–gene interactions contribute to complex inflammatory skin diseases such as AD. Full article
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14 pages, 6917 KB  
Article
Expression Profiling and Molecular Modeling Analysis of Cyp51C 14α-Demethylase Associated with Azole Resistance in Clinical Aspergillus flavus Isolates
by Ines Hadrich, Nahed Khemakhem, Houaida Trabelsi, Hayet Sellami, Moez Elloumi, Fattouma Makni, Ali Ayadi and Sourour Neji
J. Fungi 2026, 12(7), 466; https://doi.org/10.3390/jof12070466 (registering DOI) - 25 Jun 2026
Abstract
Invasive infections caused by Aspergillus flavus are more common in tropical and subtropical countries. The emergence of azole resistance in A. flavus complicates the management of aspergillosis, as azoles are the first-line and empirical therapy. The aim of this study was to investigate [...] Read more.
Invasive infections caused by Aspergillus flavus are more common in tropical and subtropical countries. The emergence of azole resistance in A. flavus complicates the management of aspergillosis, as azoles are the first-line and empirical therapy. The aim of this study was to investigate the molecular mechanisms underlying azole resistance in A. flavus, focusing on the cyp51C gene. We screened 34 molecularly confirmed A. flavus isolates obtained from patients with invasive aspergillosis for cyp51C gene expression by real-time RT-qPCR and for mutations by PCR sequencing. Molecular modeling and docking studies were performed using SWISS-MODEL, SwissDock, and I-TASSER software. Susceptibility testing revealed that 14.71% and 8.82% of isolates were resistant to itraconazole and posaconazole, respectively, with 5.88% exhibiting cross-resistance. The mRNA expression of cyp51C was upregulated (>2.5-fold) in five of the six resistant strains (83.33%). Hyperexpression of cyp51C was significantly more frequent among resistant isolates than among susceptible isolates (Fisher’s exact test, p = 0.014). Sequencing identified ten point mutations, including six synonymous and four non-synonymous substitutions. The non-synonymous mutations M54T and S240A were detected in the protein sequences of both resistant and susceptible isolates. Notably, D254N and I285V were observed exclusively in resistant isolates and in susceptible isolates with itraconazole MICs near the epidemiological threshold. Homology modeling and 3D structure prediction of the mutated Cyp51C protein demonstrated interactions with itraconazole, posaconazole, and voriconazole. Importantly, I-TASSER analysis indicated that the I285V substitution is located near the itraconazole binding site. Simultaneous overexpression of the cyp51A, cyp51B and cyp51C genes was observed in 33.33% of resistant isolates. These findings suggest that multiple target genes and mechanisms may act concurrently to confer azole resistance in A. flavus. Overall, this study supports the hypothesis that azole resistance in A. flavus is multifactorial and highlights the potential value of combining mutation analysis, gene expression profiling, and structural modeling for improved molecular surveillance and antifungal resistance monitoring. Full article
(This article belongs to the Special Issue Multidrug-Resistant Fungi, 2nd Edition)
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18 pages, 17489 KB  
Article
Antioxidant Activity of Ethanolic Litchi chinensis Seed Extract in Oxidative Stress Model Mice and Identification of Blood-Entering Prototype Components
by Li Zhang, Aicun Tang, Ziming Yang and Wei Li
Molecules 2026, 31(13), 2233; https://doi.org/10.3390/molecules31132233 (registering DOI) - 25 Jun 2026
Abstract
Litchi chinensis seeds are rich in flavonoids and exhibit potent antioxidant activity. This study constructed a D-galactose-induced oxidative stress model in mice and applied ultra-high performance liquid chromatography–mass spectrometry (UHPLC-MS), network pharmacology, and molecular docking to clarify the antioxidant activity and material basis [...] Read more.
Litchi chinensis seeds are rich in flavonoids and exhibit potent antioxidant activity. This study constructed a D-galactose-induced oxidative stress model in mice and applied ultra-high performance liquid chromatography–mass spectrometry (UHPLC-MS), network pharmacology, and molecular docking to clarify the antioxidant activity and material basis of ethanolic litchi seed extract. Litchi seed extract was orally given by gavage at 100 and 200 mg/kg in antioxidant tests, whereas a dosage of 500 mg/kg was adopted for the detection of absorbed constituents in plasma. The results showed that the total flavonoid content of litchi seed extract reached 68.37%. The extract could markedly reduce malondialdehyde (MDA) levels and elevate superoxide dismutase (SOD) activity in the serum, liver and kidney tissues of model mice, thereby mitigating oxidative damage. Thirteen prototype compounds absorbed into blood were characterized by UHPLC-MS. Most of these substances were flavonoids, with isorhamnetin, quercetin and naringenin as the major representatives. Core targets including IGF1R, PIK3R1, EGFR, PIK3CA, ERBB2 and proto-oncogene tyrosine-protein kinase Src (SRC) were screened using network pharmacology, among which SRC was identified as the pivotal hub target. Molecular docking results revealed that isorhamnetin, quercetin, naringenin, and diosmetin were able to bind stably to the SRC protein. The present study demonstrated that litchi seed extract exhibits remarkable antioxidant activity, with isorhamnetin, quercetin, naringenin, and diosmetin as the main bioactive antioxidant components. Full article
(This article belongs to the Special Issue Feature Papers in Food Chemistry—4th Edition)
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17 pages, 12521 KB  
Article
In Silico Perturbome Analysis Reveals Conserved Genes and Drug–Target Interactions in Pseudomonas aeruginosa, Escherichia coli, and Staphylococcus aureus in the Response to Stress
by Jose Arturo Molina-Mora and Ravi Kant
Pathogens 2026, 15(7), 665; https://doi.org/10.3390/pathogens15070665 (registering DOI) - 25 Jun 2026
Abstract
Background: Bacterial adaptation to environmental and chemical stress involves coordinated, system-level responses collectively described as perturbome. Understanding conserved elements within core perturbomes may reveal strategic vulnerabilities for antimicrobial development. Methods: In this study, we implemented an integrative framework combining functional and comparative genomics, [...] Read more.
Background: Bacterial adaptation to environmental and chemical stress involves coordinated, system-level responses collectively described as perturbome. Understanding conserved elements within core perturbomes may reveal strategic vulnerabilities for antimicrobial development. Methods: In this study, we implemented an integrative framework combining functional and comparative genomics, drug–target interactions and molecular docking to prioritize conserved stress-response targets in Escherichia coli, Pseudomonas aeruginosa, and Staphylococcus aureus. Results: A total of 147 genes from previously defined core perturbomes were analyzed through interactome reconstruction and functional enrichment. Interactome and functional analyses revealed significant connectivity and functional clustering, primarily associated with molecule biosynthesis, translation, transcriptional regulation, and energy metabolism. Orthology-based comparative genomics identified six conserved orthogroups shared across at least two species, representing key stress-adaptive nodes including fatty acid synthesis initiation, metabolic stress buffering, transcription termination (Rho), ATP synthesis, peptidoglycan remodeling, and UDP-glucose-mediated envelope biosynthesis. Drug–target interaction analyses suggested that these conserved proteins are modulated by enzymatic inhibitors, metabolite analogs, or active-site competitors. Structural and docking analyses focused on a selected protein, FabF (β-ketoacyl-ACP synthase II) and confirmed catalytically coherent binding of cerulenin within the active site, with high concordance between experimentally resolved and AlphaFold-predicted structures, supporting the reliability of structure-based prioritization. Conclusions: Overall, the results demonstrate that bacterial stress responses converge on evolutionarily conserved metabolic and regulatory elements essential for homeostasis and tolerance to perturbations, being the first work integrating core perturbome data from different microorganisms. The proposed perturbome-informed framework provides a rational strategy to identify robust, broad-spectrum antimicrobial targets and highlights opportunities for drug repurposing and future experimental validation. Full article
(This article belongs to the Section Bacterial Pathogens)
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24 pages, 7490 KB  
Article
Exploring the Therapeutic Potential of Ganoderic Acid A Against Inflammatory Bowel Disease Based on Network Pharmacology, Molecular Docking, and Intestinal Organoid Validation
by Min Cai, Manhui Sun, Kecheng Li, Zhenzhen Wang, Jianwei Mao and Ruyi Sha
Int. J. Mol. Sci. 2026, 27(13), 5698; https://doi.org/10.3390/ijms27135698 (registering DOI) - 24 Jun 2026
Abstract
Inflammatory bowel disease (IBD) poses a significant global health burden with rising incidence, particularly in Asia. This study employed an integrative network pharmacology approach combined with molecular docking to elucidate the therapeutic mechanism of ganoderic acid A (GAA) against IBD. Potential GAA targets [...] Read more.
Inflammatory bowel disease (IBD) poses a significant global health burden with rising incidence, particularly in Asia. This study employed an integrative network pharmacology approach combined with molecular docking to elucidate the therapeutic mechanism of ganoderic acid A (GAA) against IBD. Potential GAA targets were retrieved from pharmacogenomic databases, while IBD-related genes were curated from OMIM and GeneCards databases. Weighted gene co-expression network analysis of IBD transcriptomic datasets (GSE38713, GSE126124) identified disease-associated modules, with the yellow module exhibiting the strongest positive correlation. Functional enrichment analyses demonstrated significant involvement of overlapping targets in lipid metabolism, the inflammatory response, and the mitogen-activated protein kinase (MAPK) signaling cascade pathway. We identified 14 IBD-GAA-ferroptosis-related genes and 54 key module genes. Intersection analysis revealed 5 overlapping targets, including tumor necrosis factor-α(TNF-α), peroxisome proliferators-activated receptor γ (PPARγ), MAPK14, phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic α (PIK3CA), and Caspase 3 (CASP3). Molecular docking confirmed high-affinity binding of GAA to these targets, with binding energies ranging from −7.3 to −10 kcal/mol. Crucially, experimental evaluation demonstrated the pivotal role of GAA in alleviating disease pathology. GAA treatment suppressed the significantly elevated levels of TNF-α and p-MAPK14 in the organoids using a cytokine/LPS-induced IBD model. These findings collectively suggest a potential involvement of GAA in pathways associated with ferroptosis regulation, although direct experimental evidence for ferroptosis markers remains to be established. The observed multi-target effects on immune regulation and cellular proliferation/differentiation provide a foundation for further mechanistic investigation. Full article
(This article belongs to the Section Molecular Pharmacology)
23 pages, 5457 KB  
Article
In Silico Design of Pyrimidine Derivatives as Potential α-Glucosidase Inhibitors: QSAR, Molecular Docking, ADMET, and Molecular Dynamics Studies
by Oussama Abchir, Bouchra Rossafi, Amal Bouribab, Bouchra Es-Sounni, Rodouan Touti, Imane Yamari, Abdelouahid Samadi and Samir Chtita
Int. J. Mol. Sci. 2026, 27(13), 5696; https://doi.org/10.3390/ijms27135696 (registering DOI) - 24 Jun 2026
Abstract
Diabetes mellitus remains a major metabolic disorder requiring the development of new and effective α-glucosidase inhibitors. The present study aimed to identify, design, and optimize novel 3-amino-2,4-diarylbenzo[4,5]imidazo[1,2-α]pyrimidine derivatives with promising inhibitory activity against the α-glucosidase enzyme using a comprehensive in silico strategy. Approximately [...] Read more.
Diabetes mellitus remains a major metabolic disorder requiring the development of new and effective α-glucosidase inhibitors. The present study aimed to identify, design, and optimize novel 3-amino-2,4-diarylbenzo[4,5]imidazo[1,2-α]pyrimidine derivatives with promising inhibitory activity against the α-glucosidase enzyme using a comprehensive in silico strategy. Approximately 300 molecular descriptors were calculated to characterize a dataset of 32 compounds (Peytam et al.) and to investigate the structural factors governing their biological activity. Based on these descriptors, a multiple linear regression model was developed to predict the inhibitory activities of the compounds against alpha-glucosidase. The developed model demonstrated satisfactory predictive performance and was internally and externally validated to ensure its accuracy, robustness, and reproducibility. In addition, the applicability domain analysis confirmed the reliability of the predictions. Using the validated QSAR model, seven new derivatives were designed with predicted pIC50 values exceeding the maximum activity of the parent compounds. The leverage analysis demonstrated that all newly designed compounds were located within the applicability domain of the model, supporting the reliability of the predictions. To further evaluate their inhibitory potential, molecular docking studies were performed to investigate the interactions between the designed compounds and the α-glucosidase active site. The docking results revealed favorable binding interactions comparable to those reported for known α-glucosidase inhibitors. Furthermore, ADMET analysis indicated generally favorable pharmacokinetic properties, although potential CYP3A4 inhibition-related pharmacokinetic risks were identified and discussed. Molecular dynamics simulations, including replicated runs and MM/GBSA binding free energy calculations, confirmed the stability of the most promising protein–ligand complexes throughout the simulation period. In conclusion, this study proposes a robust and integrated computational workflow combining descriptor generation, QSAR modeling, applicability domain analysis, molecular docking, ADMET prediction, and molecular dynamics simulations for the rational design of potential α-glucosidase inhibitors. The findings highlight the therapeutic potential of the designed derivatives and provide a valuable in silico framework for the future development of antidiabetic agents. Full article
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14 pages, 12258 KB  
Article
The Fabrication of Protein Carriers for Intracellular Delivery of Antibiotics Against Intracellular Bacterial Infection
by Ting Pan, Baozhu Wang, Haojie Du, Yuhan Yan, Kai Zhang, Cheng Chi, Ronggui Lu, Risheng Li, Yong-Miao Shen, Li Hao and Zhijun Zhang
Molecules 2026, 31(13), 2215; https://doi.org/10.3390/molecules31132215 (registering DOI) - 24 Jun 2026
Abstract
Bacterial infections pose a serious threat to human health, and antibiotics remain the first-line therapeutic agents in clinical practice. However, the vast majority of antibiotics lack the ability to penetrate cell membranes, which severely limits the number of clinically available options for treating [...] Read more.
Bacterial infections pose a serious threat to human health, and antibiotics remain the first-line therapeutic agents in clinical practice. However, the vast majority of antibiotics lack the ability to penetrate cell membranes, which severely limits the number of clinically available options for treating intracellular bacterial infections. Developing efficient intracellular antibiotic delivery strategies is therefore of considerable clinical significance, both for reducing antibiotic dosage and for expanding the repertoire of drugs applicable to intracellular infections. To address this challenge, we constructed a protein-based delivery platform mediated by a cell-penetrating miniprotein for efficient intracellular antibiotic delivery. In this system, bovine serum albumin (BSA), which possesses broad antibiotic-binding capability, was employed as the drug carrier, while the cell-penetrating miniprotein ZF5.3, which is capable of endosomal escape, served as the transmembrane delivery mediator. ZF5.3 was conjugated to BSA via a bioorthogonal reaction, and ceftriaxone (CRO) was selected as the model antibiotic to construct a nanoscale delivery system. The binding interaction between CRO and BSA was characterized using UV-Vis, HPLC, and molecular docking techniques. The assembly of the ZF5.3–BSA delivery platform was confirmed by UV-Vis absorption spectroscopy and gel electrophoresis. Intracellular delivery efficiency was evaluated by confocal fluorescence imaging and flow cytometry, and the results demonstrated that ZF5.3 conjugation enhanced intracellular protein delivery efficiency by over 5-fold. Fluorescence co-localization analysis revealed that ZF5.3-mediated cargo is mainly distributed in the cytoplasm and does not completely co-localize with lysosomal markers, suggesting its ability to effectively escape from lysosomes. An intracellular infection model using Staphylococcus aureus was established. Colony-forming unit (CFU) counting experiments confirmed that the delivery system significantly enhanced the intracellular antibacterial activity of ceftriaxone. CCK8 cytotoxicity assays confirmed that the system is non-toxic to cells. Full article
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28 pages, 2603 KB  
Article
Fucoidan-Mediated Biogenic Gold Nanoparticles from Padina tetrastromatica: In Vitro and In Silico Evaluation of Multifunctional Biological Activities
by Ahmed S. El Newehy, Mostafa E. Elshobary, Mona M. Ismail, Abdulelah S. Alrebaish, Adam A. Sulaiman, Dara Aldisi, Mahmoud M. A. Abulmeaty and Saly F. Gheda
Pharmaceuticals 2026, 19(7), 976; https://doi.org/10.3390/ph19070976 (registering DOI) - 23 Jun 2026
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Abstract
Purpose: This study sought to extract and characterize fucoidan from brown seaweed Padina tetrastromatica for the synthesis of fucoidan–gold nanoparticles (F-AuNPs) and to assess their physicochemical properties, as well as their antioxidant, anti-inflammatory, and anticancer activities, alongside potential molecular interactions with specific cancer-related [...] Read more.
Purpose: This study sought to extract and characterize fucoidan from brown seaweed Padina tetrastromatica for the synthesis of fucoidan–gold nanoparticles (F-AuNPs) and to assess their physicochemical properties, as well as their antioxidant, anti-inflammatory, and anticancer activities, alongside potential molecular interactions with specific cancer-related targets. Methods: The extracted fucoidan-rich fraction was characterized for its sulfate content. Citrate-stabilized plain gold nanoparticles (plain AuNPs) were prepared and characterized as non-fucoidan nanoparticle controls. Comprehensive physicochemical characterization, including UV–Vis spectroscopy, Fourier-transform infrared spectroscopy (FTIR), transmission electron microscopy (TEM), X-ray diffraction (XRD), dynamic light scattering (DLS), zeta-potential analysis, and thermogravimetric analysis (TGA), was performed on the resultant fucoidan-functionalized AuNPs (F-AuNPs). Biological activities were assessed using different techniques: antioxidant potential (Ferric Reducing Antioxidant Power (FRAP) and 2,2-diphenyl-1-picrylhydrazyl (DPPH) assays), anti-inflammatory effects (NO inhibition in macrophages), and anticancer efficacy against HepG2 cells (MTT and flow cytometry). Potential molecular targets relevant to these activities were further explored in silico using molecular docking against key cancer-related proteins, providing hypotheses for future experimental validation. Results: The fucoidan-rich fraction showed a sulfate content of 10.08%. Strong antioxidant activity was observed, especially in FRAP (11.20 ± 0.29 mg TE g−1 DW). F-AuNPs exhibited enhanced cytotoxicity against HepG2 cells (IC50 138.1 µg mL−1) compared to plain AuNPs (IC50 271.2 µg mL−1) and the fucoidan-rich fraction (IC50 390.2 µg mL−1), inducing G1 phase arrest. In addition, F-AuNPs reduced nitric oxide production in LPS-stimulated RAW 264.7 macrophages, reaching 21.42 ± 1.29% inhibition at 100 µg mL−1. As an exploratory, hypothesis-generating step, an in silico target-prioritization screen identified HPSE and MMP-2 as the highest-scoring candidate proteins, proposed solely as targets for future experimental validation. Conclusions: F-AuNPs represent a promising multifunctional nanoplatform with antioxidant, anti-inflammatory, and antiproliferative activities. The integration of in vitro biological evaluation with in silico target prediction supports the potential biomedical relevance of F-AuNPs and generates testable hypotheses regarding their molecular targets, which require experimental validation. Full article
32 pages, 5480 KB  
Article
Biological Activity of Copper(II) and Palladium(II) Complexes with a Tetradentate S,O-Donor Ligand
by Anita Sarić, Marina Mitrović, Ana Barjaktarević, Snežana Jovanović Stević, Biljana Petrović, Žiko Milanović, Dušan Lj. Tomović, Andriana M. Bukonjić, Djordje Petrović, Mirjana Jakovljević, Gordana P. Radić, Marina Jovanović, Irfan Ćorović, Nebojša Zdravković, Ivan Jovanović and Bojana Simović Marković
Int. J. Mol. Sci. 2026, 27(13), 5659; https://doi.org/10.3390/ijms27135659 (registering DOI) - 23 Jun 2026
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Abstract
New copper(II) (C1) and palladium(II) (C2) complexes with S,O-tetradentate ligand (L) derived from thiosalicylic and thiopropionic acids were synthesized. In cell-based assays, (C1) exhibited the most pronounced activity within the tested compound series and was therefore advanced for mechanistic evaluation in 4T1 triple-negative [...] Read more.
New copper(II) (C1) and palladium(II) (C2) complexes with S,O-tetradentate ligand (L) derived from thiosalicylic and thiopropionic acids were synthesized. In cell-based assays, (C1) exhibited the most pronounced activity within the tested compound series and was therefore advanced for mechanistic evaluation in 4T1 triple-negative breast cancer cells. (C1) significantly reduced 4T1 cell viability by inducing early and late apoptosis, accompanied by mitochondrial membrane depolarization and enhanced cytochrome C release. Consistently, (C1) increased the Bax/Bcl-2 ratio, promoting a pro-apoptotic shift. In parallel, (C1) triggered autophagy, as evidenced by decreased p62 and LC3B levels, induced G0/G1 cell-cycle arrest, and suppressed proliferative signaling by downregulating Ki67, cyclin D, and phosphorylated AKT. The DNA-binding studies showed moderate to strong affinity, favoring minor groove binding, with higher affinity for (C1) than for (C2). Tryptophan fluorescence quenching indicated a strong interaction with BSA via a predominantly static mechanism, more pronounced for (C1). Molecular docking at the DNA and BSA binding sites corroborated experimental findings and suggested favorable interactions between the complexes and apoptosis-related proteins (CASP3, BAX, and BCL2). The integrated experimental and computational data identify (C1) as a biologically active compound with multimodal biological effects in vitro, supporting further structural optimization and mechanistic investigation. Full article
(This article belongs to the Special Issue Research on Metal-Based Drugs and Their Mechanisms of Action)
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20 pages, 7105 KB  
Article
Dengue Virus NS5 Target Discovery: A Comprehensive in Silico Exploration of Novel Druggable Sites for Pan-Serotype Antiviral Design
by João Trigueiro-Louro, Vanessa Correia, Inara dos Santos Ali, Bulbul Ahmed and Helena Rebelo-de-Andrade
Int. J. Mol. Sci. 2026, 27(12), 5639; https://doi.org/10.3390/ijms27125639 (registering DOI) - 22 Jun 2026
Viewed by 243
Abstract
Dengue is the most common vector-borne viral disease worldwide, posing an increasing global health threat. Despite its high burden, no approved antiviral treatments or widely applicable vaccines exist, and patient management remains limited to supportive care, underscoring the urgent need for antiviral development. [...] Read more.
Dengue is the most common vector-borne viral disease worldwide, posing an increasing global health threat. Despite its high burden, no approved antiviral treatments or widely applicable vaccines exist, and patient management remains limited to supportive care, underscoring the urgent need for antiviral development. The NS5 protein is a prime antiviral target, owing to its crucial role in viral replication, high conservation across dengue virus (DENV) serotypes and lack of a human orthologue. We conducted a comprehensive sequence-to-structure analysis to identify conserved druggable regions within NS5, integrating large-scale sequence analysis with structural characterization across all four DENV serotypes. We identified four highly promising Consensus Druggable Pockets within the NS5 dimer—CDP1d, CDP3d, CDP5d and CDP12d—that overlap functionally critical regions, alongside 149 new potential hot spot residues. Domain-specific analysis revealed that MTase offers more densely conserved targets, whereas RdRp provides broader druggable surfaces, revealing complementary features for pharmacological modulation. Several identified pockets spatially overlap known inhibitor binding sites, and preliminary docking analyses support their capacity to accommodate small molecules, reinforcing their therapeutic relevance as candidate targets. Collectively, these findings provide a robust framework for the rational design of pan-serotype anti-DENV NS5 antivirals with an enhanced barrier to resistance. Full article
(This article belongs to the Section Molecular Informatics)
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12 pages, 1312 KB  
Article
Differential Modulation of GLP-1R by Dietary Ginsenosides Points to a Putative Extracellular Allosteric Site
by Ayelet Caspi, Netaly Khazanov, Aharon Helman, Hodaya Lankry, Berta Levavi-Sivan, Hanoch Senderowitz and Zohar Kerem
Int. J. Mol. Sci. 2026, 27(12), 5630; https://doi.org/10.3390/ijms27125630 (registering DOI) - 22 Jun 2026
Viewed by 95
Abstract
The glucagon-like peptide-1 receptor (GLP-1R) is a class B G protein-coupled receptor (GPCR) central to metabolic regulation, and its potential modulation by dietary phytochemicals is increasingly recognized as physiologically relevant. Understanding how such compounds interact with GLP-1R is important for clarifying mechanisms that [...] Read more.
The glucagon-like peptide-1 receptor (GLP-1R) is a class B G protein-coupled receptor (GPCR) central to metabolic regulation, and its potential modulation by dietary phytochemicals is increasingly recognized as physiologically relevant. Understanding how such compounds interact with GLP-1R is important for clarifying mechanisms that may contribute to gut-to-brain signaling. In this study, we examined three structurally related dietary ginsenosides, Rg1, Rg2, and Rg3, as potential modulators of GLP-1R using luciferase reporter assays and computational analyses. Despite sharing similar molecular weights, a common dammarane scaffold, and comparable sugar moieties, the three ginsenosides displayed distinct effects on GLP-1R activity: Rg2 and Rg3 potently reduced receptor activation in a dose-dependent manner when co-administered with Exendin-4, whereas Rg1 had minimal effect. Computational screening of the GLP-1R structure for binding sites identified a putative extracellular pocket on the protein that can accommodate these compounds, while molecular docking and binding free energy calculations provided predicted affinities qualitatively reflecting the phytochemicals’ experimental activities. These findings point to a plausible extracellular mechanism through which dietary ginsenosides may influence GLP-1R responsiveness at the intestinal interface. Our results point to the possibility that non-absorbed phytochemicals can differentially modulate gut-expressed receptors, suggesting a novel pathway for dietary signaling relevant to ethnopharmacology and metabolic health. Full article
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