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11 pages, 1092 KB  
Article
ZPR1 Is Dispensable for HPV R-Loop Resolution but Regulates Host R-Loop Dynamics
by Rylann Moffitt, Steven Brooks, Elliot J. Androphy and Marsha DeSmet
Viruses 2025, 17(11), 1502; https://doi.org/10.3390/v17111502 - 13 Nov 2025
Abstract
The human papillomavirus (HPV) is a small, non-enveloped virus with a circular double-stranded DNA genome. The HPV genome encodes the E2 activator protein, which is required for viral transcription. R-loops are triple-stranded nucleic acid structures that occur when newly synthesized single-stranded RNA anneals [...] Read more.
The human papillomavirus (HPV) is a small, non-enveloped virus with a circular double-stranded DNA genome. The HPV genome encodes the E2 activator protein, which is required for viral transcription. R-loops are triple-stranded nucleic acid structures that occur when newly synthesized single-stranded RNA anneals to duplex DNA. These structures form during papillomavirus transcription. We and others have demonstrated that resolution of viral R loops is crucial for HPV episomal maintenance. ZPR1 is a zinc finger protein that can recruit SETX to mammalian R-loops to mediate resolution. E2 binds to and recruits SETX, an R-loop helicase, to the viral promoter. We observed E2 in complex with SETX and ZPR1. However, we found that ZPR1 depletion decreased viral R-loops while enhancing cellular R-loops. ZPR1 depletion also increased SETX binding to the viral promoter. These data suggest that ZPR1 is not required for HPV R-loop resolution, in contrast to what has been observed in mammalian cells. We detected the E2 protein associated with R-loops and found that E2 overexpression increases cell-derived R-loop formation. Analysis of TCGA datasets revealed that ZPR1, but not SETX, mRNA expression is significantly reduced in HPV-positive cervical and head and neck cancers. Together, these findings indicate that while E2 mediates HPV R-loop resolution, it also promotes R-loop accumulation in the host genome, likely through SETX sequestration. Full article
(This article belongs to the Section Human Virology and Viral Diseases)
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24 pages, 3083 KB  
Article
Can the Quality of Semen Affect the Fertilisation Indices of Turkey Eggs?
by Aleksandra Orzołek, Anna Dziekońska, Paulina Skorynko and Joanna Ner-Kluza
Int. J. Mol. Sci. 2025, 26(22), 11000; https://doi.org/10.3390/ijms262211000 - 13 Nov 2025
Abstract
Several factors, including semen quality, can influence fertilisation success. Poor semen parameters may necessitate more frequent inseminations or the removal of males with consistently low fertility. This study evaluated turkey ejaculates (n = 37) with good fertility (GF) and impaired fertility (IF). [...] Read more.
Several factors, including semen quality, can influence fertilisation success. Poor semen parameters may necessitate more frequent inseminations or the removal of males with consistently low fertility. This study evaluated turkey ejaculates (n = 37) with good fertility (GF) and impaired fertility (IF). The analyses included sperm motility parameters (total motility—TMOT, progressive motility—PMOT, curvilinear velocity—VCL, straight-line velocity—VSL, average path velocity—VAP, linearity—LIN, straightness—STR, amplitude of lateral head displacement—ALH, and beat cross frequency—BCF), plasma membrane integrity (PMI), mitochondrial membrane potential (MMP), and nitric oxide (NO) production, as well as enzymatic and biochemical assays of semen, such as superoxide dismutase (SOD), glutathione peroxidase (GPx), catalase (CAT) activities, glutathione (GSH) content, malondialdehyde (MDA) levels, and zinc (Zn2+) concentration. In parallel, the proteomes of seminal plasma and spermatozoa were separated using SDS- and Tricine-PAGE, and selected proteins were identified by nano LC-MS/MS. Spermatozoa derived from IF ejaculates exhibited significantly reduced TMOT (p = 0.002), VCL (p = 0.028), and PMI (p = 0.000), accompanied by elevated STR (p = 0.000) and NO production (p = 0.044). In the seminal plasma of IF males, a significant decrease was noted in SOD (p = 0.000) and GPx (p = 0.001) activities, whereas CAT activity was markedly higher (p = 0.014). Seminal fluid from IF ejaculates was also characterised by increased GSH (p = 0.014) and MDA (p = 0.014) concentrations, accompanied by reduced Zn2+ content (p = 0.014). In contrast, IF spermatozoa exhibited elevated SOD activity (p = 0.001), but reduced GPx (p = 0.000) and CAT (p = 0.012) activities. Sperm cells from IF ejaculates also had lower GSH levels (p = 0.000), higher MDA concentrations (p = 0.000), and increased Zn2+ content (p = 0.018) compared with those from GF ejaculates. A proteomic analysis revealed differences in fertility-associated proteins: peroxiredoxin 6 (PRDX6) was detected exclusively in GF semen, whereas alpha-enolase (ENO1), fatty acid-binding protein (FABP7), cytoplasmic aspartate aminotransferase (GOT1), and L-lactate dehydrogenase B (LDHB) were detected only in IF semen. Overall, the results demonstrate that both semen parameters and proteome composition may potentially affect the fertilisation outcomes in turkeys. Full article
(This article belongs to the Section Molecular Biology)
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33 pages, 5369 KB  
Review
Zinc-Mediated Defenses Against Toxic Heavy Metals and Metalloids: Mechanisms, Immunomodulation, and Therapeutic Relevance
by Roopkumar Sangubotla, Shameer Syed, Anthati Mastan, Buddolla Anantha Lakshmi and Jongsung Kim
Int. J. Mol. Sci. 2025, 26(19), 9797; https://doi.org/10.3390/ijms26199797 - 8 Oct 2025
Viewed by 1163
Abstract
Zinc (Zn), a naturally occurring trace element ubiquitous in the Earth’s crust, soil, and water, is indispensable for human health due to its physiological and nutritive benefits. In this scenario, Zn is pivotal for maintaining homeostasis against toxic effects exerted by heavy metals [...] Read more.
Zinc (Zn), a naturally occurring trace element ubiquitous in the Earth’s crust, soil, and water, is indispensable for human health due to its physiological and nutritive benefits. In this scenario, Zn is pivotal for maintaining homeostasis against toxic effects exerted by heavy metals (HMs) through bioaccumulation and metabolic interference. Zinc is an enticing cofactor for miscellaneous biochemical enzymes such as Zn metalloenzymes, which mediate crucial cellular processes, including cell proliferation, protein synthesis, immune modulation, epigenetic regulation, and nucleic acid synthesis. Recently, several research studies have focused on the thorough investigation of Zn supplementation in controlling HM toxicity by competing for binding sites and boosting protective mechanisms in humans. The current article discusses the upper limits for various toxic HMs in staple crop foods, as provided by globally recognized organizations. Clinical studies recommend a daily dose of 11 mg of Zn for healthy men and 8–12 mg for women in healthy and pregnancy conditions. However, during Zn deficiency, therapeutic supplementation is expected to be adjustable, and the dosage is increased from 15 to 30 mg daily. This review discusses the dysregulation of specific Zn importers and transporters (ZIPs/ZnTs) due to their clinical significance in immune system dysfunction as well as the progression of a myriad of cancers, including prostate, breast, and pancreas. Moreover, this review emphasizes indispensable in vitro and in vivo studies, as well as key molecular mechanisms related to Zn supplementation for treating toxicities exacerbated by HMs. Full article
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17 pages, 5123 KB  
Article
Bioinformatics-Based Analysis of the Screening and Evaluation of Potential Targets of FTY720 for the Treatment of Non-Small Cell Lung Cancer
by Mengyuan Han, Sendaer Hailati, Dilihuma Dilimulati, Alhar Baishan, Alifeiye Aikebaier and Wenting Zhou
Biology 2025, 14(10), 1311; https://doi.org/10.3390/biology14101311 - 23 Sep 2025
Viewed by 534
Abstract
Background: A range of cancer cells are significantly inhibited by FTY720. It is unknown, nevertheless, how FTY720 influences the onset of non-small cell lung cancer (NSCLC). Using bioinformatics techniques, we analyzed and the possible molecular mechanisms and targets of FTY720 for the treatment [...] Read more.
Background: A range of cancer cells are significantly inhibited by FTY720. It is unknown, nevertheless, how FTY720 influences the onset of non-small cell lung cancer (NSCLC). Using bioinformatics techniques, we analyzed and the possible molecular mechanisms and targets of FTY720 for the treatment of NSCLC. Methods: DEGs (Differentially expressed genes) were acquired by differential analysis of the dataset GSE10072. Obtained FTY720 target genes and NSCLC disease genes from databases such as Swiss-TargetPrediction and GeneCard. Subsequently, target and disease genes, as well as DEGs, were merged for Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, gene ontology (GO), and protein interaction analysis. The overlapping genes of DEGs and target genes, and disease genes were also obtained separately and subjected to survival as well as expression analyses. We constructed the regulatory network of miRNAs and transcription factors (TFs) on hub genes. Finally, the immune cell association of hub genes was evaluated using the ssGSEA method, molecular docking of FTY720 to hub genes was carried out utilizing Autodock, and molecular dynamics simulations were conducted. Results: In this study, 444 DEGs, 232 target genes of FTY720, and 466 disease genes were obtained. Moreover, a total of 1062 genes were obtained by removing duplicate values after merging, among which PIK3R1, Akt1, and S1PR1 had the highest DEGREE values in the protein interactions network, and these genes were primarily enriched in MAPK, PI3K-Akt signaling pathways, with the PI3K-Akt signaling pathway being the most prominent. Among the overlapping genes, three potential targets of FTY720 for NSCLC treatment were found: S1PR1, ZEB2, and HBEGF. ZEB2 and S1PR1 were determined to be hub genes and to significantly affect NSCLC prognosis by survival analysis. Furthermore, hsa-miR-132-3p, hsa-miR-192-5p, and hsa-miR-6845-3p were strongly associated with FTY720 for the treatment of NSCLC; CTBP1 (carboxy-terminal binding protein 1), EZH2 (protein lysine N-methyltransferase), and ZNF610 (zinc-finger protein 610) may all influence the expression of ZEB2 and S1PR1. Hub genes had a substantial negative link with memory B cells and a significant positive correlation with memory CD8 T cells and Th17 helper T cells. The molecular docking and kinetic simulation results of FTY720 with the two hub genes indicate that the protein-ligand complex has good stability. Conclusion: Our research indicates that FTY720 may inhibit NSCLC via possible targets ZEB2 and S1PR1, further laying the theoretical foundation for the utilization of FTY720 in NSCLC treatment. Full article
(This article belongs to the Topic Advances in Anti-Cancer Drugs: 2nd Edition)
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13 pages, 2882 KB  
Article
Mutational Disruption of TP53: A Structural Approach to Understanding Chemoresistance
by Ali F. Alsulami
Int. J. Mol. Sci. 2025, 26(18), 9135; https://doi.org/10.3390/ijms26189135 - 18 Sep 2025
Viewed by 1581
Abstract
The tumour suppressor protein p53 plays a central role in safeguarding genomic integrity through the regulation of DNA repair, cell cycle arrest, and apoptosis. Mutations in TP53, particularly within its DNA-binding domain, are among the most frequent genetic alterations in human cancers [...] Read more.
The tumour suppressor protein p53 plays a central role in safeguarding genomic integrity through the regulation of DNA repair, cell cycle arrest, and apoptosis. Mutations in TP53, particularly within its DNA-binding domain, are among the most frequent genetic alterations in human cancers and are strongly associated with chemoresistance and poor prognosis. In this study, all TP53 mutations reported in the COSMIC database were systematically mapped onto all experimentally resolved TP53 three-dimensional structures available in the Protein Data Bank, supplemented with AlphaFold-predicted models to achieve full structural coverage. Mutations were classified according to their structural context—protein core, interface regions, ligand- and zinc-binding sites, and intrinsically disordered regions—and evaluated using complementary sequence- and structure-based predictive tools. The analysis revealed distinct mutational hotspots, differential distribution across structural regions, and context-dependent effects on stability and DNA-binding capacity. Notably, a subset of mutations exhibited consistent predictions of high destabilisation across all structural contexts, underscoring their potential as drivers of functional inactivation. By providing a comprehensive structural map of TP53 alterations, this work offers a valuable resource for understanding mutation-specific mechanisms of p53 dysfunction and for guiding the development of precision therapeutic strategies aimed at restoring its tumour-suppressive functions. Full article
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14 pages, 1065 KB  
Article
An Innovative Multi-Omics Approach Reveals the Interactions Between Honeybees and Their Environment
by Cecilia Rudelli, Elisa Bellei, Giulia Andreani and Gloria Isani
Animals 2025, 15(18), 2660; https://doi.org/10.3390/ani15182660 - 11 Sep 2025
Cited by 1 | Viewed by 486
Abstract
Although traditional methods of evaluating colony health provide a general overview, they are often subjective and imprecise. Therefore, a more integrative approach is needed. The aim of this study is to use a multi-omics strategy—combining proteomic and metallomic approaches—to evaluate the interactions between [...] Read more.
Although traditional methods of evaluating colony health provide a general overview, they are often subjective and imprecise. Therefore, a more integrative approach is needed. The aim of this study is to use a multi-omics strategy—combining proteomic and metallomic approaches—to evaluate the interactions between honeybees and their environment. Two apiaries were selected for the study: apiary A, which is located in an extensive agricultural landscape, and apiary M, which is located in a less anthropized environment. The distribution of honeybee soluble proteins and small biomolecules was analyzed using size-exclusion chromatography. These profiles varied significantly between sampling times and apiaries. During spring, a reduced high molecular mass protein peak and an elevated very low molecular mass molecules peak were observed in honeybees from apiary A. Hemolymph analysis corroborated these findings, showing a depletion of key nutritional proteins, such as vitellogenin and apolipophorin in this apiary during the same season. In addition to protein distribution, we studied also the speciation of zinc and copper using chromatographic and atomic absorption techniques. Our results indicate site and season-dependent variation in metal binding profiles, with evidence for the presence of metallothionein-like proteins capable of binding both copper and zinc. This study highlights the urgent need for integrated, multi-method research to understand the complex dynamics of honeybee health and emphasizes the fundamental role of agricultural practices in ensuring the health of honeybees. Full article
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12 pages, 1852 KB  
Article
Genome Wide Identification of Sesame Dof Transcription Factors and Functional Analysis of SiDof8, SiDof10 and SiDof34 in Fatty Acid Synthesis
by Feicui Zhang, Shanyu Chen, Feiling Song, Limin Shi, Xuegao Lv, Zhengmei Zhu and Huabing Lu
Curr. Issues Mol. Biol. 2025, 47(9), 700; https://doi.org/10.3390/cimb47090700 - 30 Aug 2025
Viewed by 546
Abstract
The Dof (DNA binding with one finger) protein is one of the unique transcription factors in plants, and it plays an important role in plant growth and stress response. Sesame is an oil-bearing crop with high oil content and rich nutrition. In this [...] Read more.
The Dof (DNA binding with one finger) protein is one of the unique transcription factors in plants, and it plays an important role in plant growth and stress response. Sesame is an oil-bearing crop with high oil content and rich nutrition. In this study, 34 Dof genes were identified in the sesame genome using bioinformatics technology, and their physicochemical properties, gene structure, conserved motifs, tissue-specific expression and functions in fatty acid synthesis were preliminarily analyzed. The results showed that although there were differences in sequence length, molecular weight and isoelectric point, SiDofs all contained a conservative zinc finger structure, which could be divided into three categories in phylogeny. All 34 SiDof genes contain 1–2 exons, and the conserved motifs among subfamilies are similar. Tissue-specific expression analysis showed that the expression levels of SiDof8, SiDof10 and SiDof34 were the highest in seeds 24 days after pollination. Overexpression of SiDof8, SiDof10 and SiDof34 could significantly increase the contents of C18:0, C18:1, C18:2 and C18:3, and all of them are located in the nucleus. There were Dof DNA binding elements in the promoter region of fatty acid synthesis genes. These results provide a theoretical basis for further study on the function of the sesame Dof genes and biological breeding. Full article
(This article belongs to the Section Molecular Plant Sciences)
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21 pages, 2295 KB  
Article
Discovery of a Promising Hydroxyamino-Piperidine HDAC6 Inhibitor via Integrated Virtual Screening and Experimental Validation in Multiple Myeloma
by Federica Chiera, Antonio Curcio, Roberta Rocca, Ilenia Valentino, Massimo Gentile, Stefano Alcaro, Nicola Amodio and Anna Artese
Pharmaceuticals 2025, 18(9), 1303; https://doi.org/10.3390/ph18091303 - 29 Aug 2025
Viewed by 1018
Abstract
Background: Histone deacetylase 6 (HDAC6) is a unique class IIb HDAC isozyme characterized by two catalytic domains and a zinc finger ubiquitin-binding domain. It plays critical roles in various cellular processes, including protein degradation, autophagy, immune regulation, and cytoskeletal dynamics. Due to its [...] Read more.
Background: Histone deacetylase 6 (HDAC6) is a unique class IIb HDAC isozyme characterized by two catalytic domains and a zinc finger ubiquitin-binding domain. It plays critical roles in various cellular processes, including protein degradation, autophagy, immune regulation, and cytoskeletal dynamics. Due to its multifunctional nature and overexpression in several cancer types, HDAC6 has emerged as a promising therapeutic target. Methods: In this study, we employed a ligand-based pharmacophore modeling approach using a structurally diverse set of known HDAC6 inhibitors. This was followed by the virtual screening of over 140,000 commercially available compounds from both the MolPort and Asinex databases. The screening workflow incorporated pharmacophore filtering, molecular docking, and molecular dynamic (MD) simulations. Binding free energies were estimated using Molecular Mechanics Generalized Born Surface Area (MM-GBSA) analysis to prioritize top candidates. A fluorometric enzymatic assay was used to measure HDAC6 activity, while cell viability assay by Cell Titer Glo was used to assess the anti-tumor activity against drug-sensitive and -resistant multiple myeloma (MM) cells. Western blotting was used to evaluate the acetylation of tubulin or histone H4 after treatment with selected compounds. Results: Three promising compounds were identified based on stable binding conformations and favorable interactions within the HDAC6 catalytic pocket. Among them, Molecular Mechanics Generalized Born Surface Area (MM-GBSA) analysis identified Compound 10 (AKOS030273637) as the top theoretical binder, with a ΔGbind value of −45.41 kcal/mol. In vitro enzymatic assays confirmed its binding to the HDAC6 catalytic domain and inhibitory activity. Functional studies on MM cell lines, including drug-resistant variants, showed that Compound 10 reduced cell viability. Increased acetylation of α-tubulin, a substrate of HDAC6, likely suggested on-target mechanism of action. Conclusions: Compound 10, featuring a benzyl 4-[4-(hydroxyamino)-4-oxobutylidene] piperidine-1-carboxylate scaffold, demonstrates potential drug-like properties and a predicted bidentate zinc ion coordination, supporting its potential as an HDAC6 inhibitor for further development in hematologic malignancies. Full article
(This article belongs to the Section Medicinal Chemistry)
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18 pages, 4971 KB  
Article
Identification of Pyroptosis-Related Genes and Immune Landscape in Myocardial Ischemia–Reperfusion Injury
by Yanfang Zhu, Haoyan Zhu, Jia Zhou, Jiahe Wu, Xiaorong Hu, Chenze Li, Huanhuan Cai and Zhibing Lu
Biomedicines 2025, 13(9), 2114; https://doi.org/10.3390/biomedicines13092114 - 29 Aug 2025
Viewed by 713
Abstract
Background: Cardiomyocyte death is a key factor in myocardial ischemia–reperfusion injury (MI/RI), and the expression patterns and molecular mechanisms of pyroptosis-related genes (PRGs) in ischemia–reperfusion injury are poorly understood. Methods: The mouse MI/RI injury-related datasets GSE61592 and GSE160516 were obtained from [...] Read more.
Background: Cardiomyocyte death is a key factor in myocardial ischemia–reperfusion injury (MI/RI), and the expression patterns and molecular mechanisms of pyroptosis-related genes (PRGs) in ischemia–reperfusion injury are poorly understood. Methods: The mouse MI/RI injury-related datasets GSE61592 and GSE160516 were obtained from the Gene Expression Omnibus database, and differential expression analysis was performed on each to identify differentially expressed genes (DEGs). The DEGs were intersected with the PRGs obtained from GeneCards to identify differentially expressed PRGs in MI/RI. Enrichment analysis identified key pathways, while PPI network analysis revealed hub genes. The expression patterns and immune cell infiltration of hub genes were also investigated. The molecular docking prediction of key genes was performed using MOE software in conjunction with the ZINC small molecular compounds database. Key gene expression was validated in an external dataset (GSE4105), a mouse MI/RI model, and an HL-1 cell hypoxia/reoxygenation model via RT-qPCR. Results: A total of 29 differentially expressed PRGs were identified, which are primarily associated with pathways such as “immune system process”, “response to stress”, “identical protein binding”, and “extracellular region”. Seven key genes (Fkbp10, Apoe, Col1a2, Ppic, Tlr2, Fstl1, Serpinh1) were screened, all strongly correlated with immune infiltration. Seven FDA-approved small molecule compounds exhibiting the highest docking potential with each key gene were selected based on a comprehensive evaluation of S-scores and hydrogen bond binding energies. Apoe, Tlr2, and Serpinh1 were successfully validated across external datasets, the mouse MI/RI model, and the cardiomyocyte H/R model. Conclusions: Apoe, Tlr2, and Serpinh1 may be key genes involved in MI/RI-related pyroptosis. Targeting these genes may provide new insights into the treatment of MI/RI. Full article
(This article belongs to the Special Issue Pathogenesis, Diagnosis, and Treatment of Cardiomyopathy)
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16 pages, 11273 KB  
Article
Structure Modeling and Virtual Screening with HCAR3 to Discover Potential Therapeutic Molecules
by Yulan Liu, Yunlu Peng, Zhihao Zhao, Yilin Guo, Bin Lin and Ying-Chih Chiang
Pharmaceuticals 2025, 18(9), 1290; https://doi.org/10.3390/ph18091290 - 28 Aug 2025
Viewed by 723
Abstract
Background: Hydroxycarboxylic acid receptor 3 (HCAR3) is a receptor that is mainly expressed in human adipose tissue. It can inhibit lipolysis through the inhibition of adenylyl cyclase; thus, it is closely related to the regulation of lipids in the human body. This [...] Read more.
Background: Hydroxycarboxylic acid receptor 3 (HCAR3) is a receptor that is mainly expressed in human adipose tissue. It can inhibit lipolysis through the inhibition of adenylyl cyclase; thus, it is closely related to the regulation of lipids in the human body. This makes HCAR3 a compelling target for developing drugs against dyslipidemia. Notably, the reported active compounds for HCAR3 are all carboxylic acids. This observation is in line with the fact that ARG111 has been reported as the key residue to anchor the active compound in a closely related homologous protein—HCAR2. Methods: In this study, we aim to discover new chemicals, through virtual screening, that may bind with HCAR3. As there are several choices for the receptor conformation, cross-docking was conducted and the root-mean-square deviation of the docking pose from the conformation of the crystal ligand was employed to determine the best receptor conformation for screening. Ligands from the ZINC20 database were screened through molecular docking, and 30 candidates were subjected to 100 ns MD simulations. Six stable complexes were further assessed by umbrella sampling to estimate binding affinity. Results: The homology model (HCAR3_homology) was selected as the receptor. Following the protocol determined by the retrospective docking process, prospective docking was conducted to screen the ligands from the ZINC20 database. Subsequently, the top 30 compounds with a good docking score and a good interaction with ARG111 were subjected to 100 ns molecular dynamics (MD) simulations, and their binding stability was analyzed based on the resulting trajectories. Finally, six compounds were chosen for binding free energy calculation using umbrella sampling; all showed negative binding affinities. Conclusions: All six compounds selected for umbrella sampling showed negative binding affinities, suggesting their potential as novel HCAR3 ligands for the development of drugs against dyslipidemia. Full article
(This article belongs to the Section Medicinal Chemistry)
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17 pages, 3062 KB  
Review
Leptin Signaling in the Hypothalamus: Cellular Insights and Therapeutic Perspectives in Obesity
by Milen Hristov
Endocrines 2025, 6(3), 42; https://doi.org/10.3390/endocrines6030042 - 28 Aug 2025
Viewed by 3706
Abstract
Leptin, an adipocyte-derived hormone, plays a central role in the regulation of energy homeostasis by acting on distinct hypothalamic nuclei. This review explores recent advances in our understanding of leptin’s region-specific actions within the arcuate nucleus, ventromedial hypothalamus, dorsomedial hypothalamus, and lateral hypothalamus, [...] Read more.
Leptin, an adipocyte-derived hormone, plays a central role in the regulation of energy homeostasis by acting on distinct hypothalamic nuclei. This review explores recent advances in our understanding of leptin’s region-specific actions within the arcuate nucleus, ventromedial hypothalamus, dorsomedial hypothalamus, and lateral hypothalamus, highlighting their contributions to appetite regulation, energy expenditure, and neuroendocrine function. In the hypothalamic arcuate nucleus, leptin’s differential regulation of pro-opiomelanocortin and agouti-related peptide/neuropeptide Y neurons is now complemented by the identification of novel leptin-responsive neuronal populations—such as those expressing prepronociceptin, basonuclin 2, and Pirt—as well as a growing array of cellular and molecular modulators, including secreted factors like angiopoietin-like growth factor, zinc-α2-glycoprotein, and spexin, intracellular regulators such as Rap1, growth factor receptor-bound protein 10, and spliced X-box binding protein 1. In the ventromedial hypothalamus, leptin integrates with both peripheral (e.g., cholecystokinin) and central (e.g., pituitary adenylate cyclase-activating polypeptide) signals, while epigenetic mechanisms, such as those mediated by Jumonji domain-containing protein D3, regulate leptin receptor expression and sensitivity. The dorsomedial hypothalamus is increasingly recognized for coordinating leptin’s effects on metabolism, circadian rhythms, and respiration through distinct neuronal populations, including a subset of neurons co-expressing GLP-1 receptors that mediate leptin’s metabolic effects. In the lateral hypothalamus, leptin modulates reward-driven feeding via GABAergic neuronal populations—circuits that are particularly susceptible to disruption following early life trauma. Together, these insights reveal a sophisticated neurobiological framework through which leptin orchestrates systemic physiology. Understanding the heterogeneity of leptin signaling opens new avenues for restoring leptin sensitivity and developing personalized therapeutic strategies to combat obesity and related metabolic disorders. Full article
(This article belongs to the Section Neuroendocrinology and Pituitary Disorders)
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15 pages, 987 KB  
Review
PRDM2—The Key Research Targets for the Development of Diseases in Various Systems
by Shiqi Deng, Hui Li, Chenyu Zhu, Lingli Zhang and Jun Zou
Biomolecules 2025, 15(8), 1170; https://doi.org/10.3390/biom15081170 - 15 Aug 2025
Viewed by 845
Abstract
PR/SET domain 2 (PRDM2)/RIZ is a member of the histone/protein methyltransferases (PRDMs) superfamily. Discovered to have the ability to bind retinoblastoma in the mid-1990s, PRDM2 was assumed to play a role in neuronal development. Like other family members characterized by a conserved N-terminal [...] Read more.
PR/SET domain 2 (PRDM2)/RIZ is a member of the histone/protein methyltransferases (PRDMs) superfamily. Discovered to have the ability to bind retinoblastoma in the mid-1990s, PRDM2 was assumed to play a role in neuronal development. Like other family members characterized by a conserved N-terminal PR structural domain and a classical C2H2 zinc-finger array at the C-terminus, PRDM2 encodes two major protein types, the RIZ1 and RIZ2 isoforms. The two subtypes differ in the presence or absence of the PR domain: the RIZ1 subtype has the PR domain, whereas the RIZ2 subtype lacks it. The PR domain exhibits varying conservation levels across species and shares structural and functional similarities with the catalytic SET domain, defining histone methyltransferases. Functioning as an SET domain, the PR domain possesses protein-binding interfaces and acts as a lysine methyltransferase. The variable number of classic C2H2 zinc fingers at the C-terminus may mediate protein–protein, protein–RNA, or protein–DNA interactions. An imbalance in the RIZ1/RIZ2 mechanism may be an essential cause of malignant tumors, where PR-positive isoforms are usually lost or downregulated. Conversely, PR-negative isoforms are always present at higher levels in cancer cells. RIZ1 isoforms are also important targets for estradiol interaction with hormone receptors. PRDM2 can regulate gene transcription and expression combined with transcription factors and plays a role in the development of several systemic diseases through mRNA expression deletion, code-shift mutation, chromosomal deletion, and missense mutation occurrence. Thus, PRDM2 is a key indicator for disease diagnosis, but it lacks systematic summaries to serve as a reference for study. Therefore, this paper describes the structure and biological function of PRDM2 from the perspective of its role in various systemic diseases. It also organizes and categorizes its latest research progress to provide a systematic theoretical basis for a more in-depth investigation of the molecular mechanism of PRDM2’s involvement in disease progression and clinical practice. Full article
(This article belongs to the Section Molecular Biology)
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27 pages, 14027 KB  
Article
Machine Learning and Integrative Structural Dynamics Identify Potent ALK Inhibitors from Natural Compound Libraries
by Rana Alateeq
Pharmaceuticals 2025, 18(8), 1178; https://doi.org/10.3390/ph18081178 - 10 Aug 2025
Viewed by 898
Abstract
Background: Anaplastic lymphoma kinase (ALK) is a validated oncogenic driver in non-small cell lung cancer and other malignancies, making it a clinically relevant target for small-molecule inhibition. Methods: Here, we report a computational discovery pipeline integrating structure-based virtual screening, machine learning-guided [...] Read more.
Background: Anaplastic lymphoma kinase (ALK) is a validated oncogenic driver in non-small cell lung cancer and other malignancies, making it a clinically relevant target for small-molecule inhibition. Methods: Here, we report a computational discovery pipeline integrating structure-based virtual screening, machine learning-guided prioritization, molecular dynamics simulations, and binding free energy analysis to identify potential ALK inhibitors from a natural product-derived subset of the ZINC20 database. We trained and benchmarked eleven machine learning models, including tree-based, kernel-based, linear, and neural architectures, on curated bioactivity datasets of ALK inhibitors to capture nuanced structure-activity relationships and prioritize candidates beyond conventional docking metrics. Results: Six compounds were shortlisted based on binding affinity, solubility, bioavailability, and synthetic accessibility. Molecular dynamics simulations over 100 ns revealed stable ligand engagement, with limited conformational fluctuations and consistent retention of the protein’s structural integrity. Key catalytic residues, including GLU105, MET107, and ASP178, displayed minimal fluctuation, while hydrogen bonding and residue interaction analyses confirmed persistent engagement across all ligand-bound complexes. Binding free energy estimates identified ZINC3870414 and ZINC8214398 as top-performing candidates, with ΔGtotal values of –46.02 and –46.18 kcal/mol, respectively. Principal component and dynamic network analyses indicated that these compounds restrict conformational sampling and reorganize residue communication pathways, consistent with functional inhibition. Conclusions: These results highlight ZINC3870414 and ZINC8214398 as promising scaffolds for further optimization and support the utility of integrating machine learning with dynamic and network-based metrics in early-stage kinase inhibitor discovery. Full article
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18 pages, 3111 KB  
Article
Ectopic Recruitment of the CTCF N-Terminal Domain with Two Proximal Zinc-Finger Domains as a Tool for 3D Genome Engineering
by Eugenia A. Tiukacheva, Artem V. Luzhin, Natalia Kruglova, Anastasia S. Shtompel, Grigorii Antonov, Anna Tvorogova, Yegor Vassetzky, Sergey V. Ulianov and Sergey V. Razin
Int. J. Mol. Sci. 2025, 26(15), 7446; https://doi.org/10.3390/ijms26157446 - 1 Aug 2025
Viewed by 1705
Abstract
Enhancer-promoter interactions occur in the chromatin loci delineated by the CCCTC-binding zinc-finger protein CTCF. CTCF binding is frequently perturbed in genetic disorders and cancer, allowing for misregulation of genes. Here, we developed a panel of chimeric proteins consisting of either full-length or truncated [...] Read more.
Enhancer-promoter interactions occur in the chromatin loci delineated by the CCCTC-binding zinc-finger protein CTCF. CTCF binding is frequently perturbed in genetic disorders and cancer, allowing for misregulation of genes. Here, we developed a panel of chimeric proteins consisting of either full-length or truncated CTCF fused with programmable DNA-binding module dCas9 and fluorescent tracker EGFP. We found that the recruitment of a chimeric protein based on the CTCF N-terminal domain and two zinc-finger domains to the human HOXD locus leads to the de novo formation of a spatial contact with a nearby cohesin/CTCF-bound region, anchoring several chromatin loops. This chimeric protein did not show binding to CTCF motifs and did not affect the epigenetic and transcription profile of the locus. Recruitment of this chimeric protein is also able to restore chromatin loops, lost after deletion of an endogenous CTCF-binding site. Together, our data indicate that the ectopic recruitment of the CTCF N-terminal part could be an appropriate tool for 3D genome engineering. Full article
(This article belongs to the Section Molecular Biology)
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Article
Zinc Ions Inactivate Influenza Virus Hemagglutinin and Prevent Receptor Binding
by Ahn Young Jeong, Vikram Gopal and Aartjan J. W. te Velthuis
Biomedicines 2025, 13(8), 1843; https://doi.org/10.3390/biomedicines13081843 - 29 Jul 2025
Viewed by 892
Abstract
Background: Influenza A viruses (IAV) cause seasonal flu and occasional pandemics. In addition, the potential for the emergence of new strains presents unknown challenges for public health. Face masks and other personal protective equipment (PPE) can act as barriers that prevent the spread [...] Read more.
Background: Influenza A viruses (IAV) cause seasonal flu and occasional pandemics. In addition, the potential for the emergence of new strains presents unknown challenges for public health. Face masks and other personal protective equipment (PPE) can act as barriers that prevent the spread of these viruses. Metal ions embedded into PPE have been demonstrated to inactivate respiratory viruses, but the underlying mechanism of inactivation and potential for resistance is presently not well understood. Methods: In this study, we used hemagglutination assays to quantify the effect of zinc ions on IAV sialic acid receptor binding. We varied the zinc concentration, incubation time, incubation temperature, and passaged IAV in the presence of zinc ions to investigate if resistance to zinc ions could evolve. Results: We found that zinc ions impact the ability of IAV particles to hemagglutinate and observed inhibition within 1 min of exposure. Maximum inhibition was achieved within 1 h and sustained for at least 24 h in a concentration-dependent manner. Inhibition was also temperature-dependent, and optimal above room temperature. Serial passaging of IAV in the presence of zinc ions did not result in resistance. Conclusions: e conclude that zinc ions prevent IAV hemagglutination in a concentration and temperature-dependent manner for at least 24 h. Overall, these findings are in line with previous observations indicating that zinc-embedded materials can inactivate the IAV hemagglutinin and SARS-CoV-2 spike proteins, and they support work toward developing robust, passive, self-cleaning antiviral barriers in PPE. Full article
(This article belongs to the Section Microbiology in Human Health and Disease)
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