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21 pages, 4894 KB  
Article
Proposed Role of Circadian Clock Genes in Pathogenesis of HCC: Molecular Subtyping and Characterization
by Zhikui Lu, Yi Zhou, Jian Luo, Zhicheng Liu and Zhenyu Xiao
Biomedicines 2026, 14(3), 645; https://doi.org/10.3390/biomedicines14030645 - 12 Mar 2026
Viewed by 235
Abstract
Background: Hepatocellular carcinoma (HCC) stands as a prevalent global health issue with increasing incidence and mortality rates. Hepatocellular carcinoma (HCC) exhibits profound molecular and clinical heterogeneity, which limits the effectiveness of current therapeutic strategies. Circadian rhythm disruption has been implicated in metabolic reprogramming, [...] Read more.
Background: Hepatocellular carcinoma (HCC) stands as a prevalent global health issue with increasing incidence and mortality rates. Hepatocellular carcinoma (HCC) exhibits profound molecular and clinical heterogeneity, which limits the effectiveness of current therapeutic strategies. Circadian rhythm disruption has been implicated in metabolic reprogramming, proliferation, and immune modulation in cancer, but its role in shaping HCC heterogeneity remains poorly defined. Methods: Four public HCC transcriptomic cohorts (TCGA-LIHC, CHCC, LIRI, LICA) were integrated using RMA normalization and ComBat for batch correction. Consensus clustering based on 31 core circadian clock genes (CCGs) identified robust molecular subtypes. Multi-omics characterization—including genomic alterations, pathway activity (GSEA/GSVA), immune microenvironment profiling (CIBERSORT, EPIC, MCP-counter, xCell), and drug-sensitivity prediction (pRRophetic/oncoPredict)—was performed to delineate subtype-specific biological properties. A nine-gene CCG-based RiskScore model was constructed using LASSO Cox regression to internally validate subtype robustness and intra-subtype risk stratification. Results: Using consensus clustering of 31 core CCGs in TCGA-LIHC and three independent validation cohorts (CHCC, LIRI, LICA), we identified three reproducible subtypes—Cluster-1 (metabolic–quiescent), Cluster-2 (transition–intermediate), and Cluster-3 (proliferation–inflammatory)—which were recapitulated across cohorts and showed distinct overall survival (Cluster-3 worst; log-rank p values significant across datasets). Multi-omic characterization revealed that Cluster-3 exhibits the highest tumor mutational burden and CNV burden with enrichment of TP53/AXIN1/TERT alterations, strong activation of cell-cycle, E2F, and G2M programs, and an immune-hot yet immunosuppressed microenvironment enriched for TAMs, Tregs and MDSCs. By contrast, Cluster-1 shows relative genomic stability, dominant hepatic metabolic signatures (fatty-acid oxidation, bile-acid and xenobiotic metabolism) and an immune-cold phenotype. Single-cell mapping linked ALAS1 expression to malignant hepatocytes predominating in Cluster-1, whereas NONO and CSNK1D localized to stromal (CAFs/TECs) and both malignant/immune compartments respectively in Cluster-3, providing a cellular mechanism for subtype-specific metabolism, angiogenesis and immune modulation. Finally, a nine-gene CCG-based RiskScore validated prognostic stratification and drug-sensitivity predictions indicated subtype-specific therapeutic vulnerabilities (notably increased predicted TKI sensitivity in Cluster-3). Conclusion: In conclusion, this study proposes a robust circadian rhythm-based molecular classification of hepatocellular carcinoma, revealing three biologically and clinically distinct subtypes characterized by divergent genomic alterations, metabolic programs, immune microenvironment states, and prognostic patterns. By integrating bulk and single-cell transcriptomic data, we identify subtype-specific roles of key circadian regulators—including ALAS1, NONO, and CSNK1D—in shaping tumor metabolism, proliferation, stromal remodeling, and immune suppression. These findings highlight circadian dysregulation as a potential upstream factor associated with HCC heterogeneity and provide a conceptual framework for developing subtype-tailored mechanistic studies and circadian-informed therapeutic strategies. Full article
(This article belongs to the Section Molecular Genetics and Genetic Diseases)
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23 pages, 8773 KB  
Article
Integrated Phosphoproteomics Identifies TGFβ-Dependent Phosphorylation Events Linking Kinase Signaling to Autophagy in Palatogenesis
by Xia Peng, Jing Chen, Xiaoyu Zheng, Xige Zhao, Yijia Wang, Xiaotong Wang and Juan Du
Proteomes 2026, 14(1), 5; https://doi.org/10.3390/proteomes14010005 - 23 Jan 2026
Viewed by 725
Abstract
Background: Cleft palate (CP) is a prevalent craniofacial malformation, with the TGFβ pathway playing a critical role. Recent evidence links autophagy to regulating mouse embryonic palatal mesenchyme (MEPM) cells, but its interaction with TGFβ-activated phosphorylation cascades remains largely unknown. Here, we investigated the [...] Read more.
Background: Cleft palate (CP) is a prevalent craniofacial malformation, with the TGFβ pathway playing a critical role. Recent evidence links autophagy to regulating mouse embryonic palatal mesenchyme (MEPM) cells, but its interaction with TGFβ-activated phosphorylation cascades remains largely unknown. Here, we investigated the interplay between these pathways during palatogenesis. Methods: H&E and IHC analyses revealed increased expression of Beclin 1 and LC3 during the critical period of palatal shelf elevation and fusion (E13.5–E15.5). Bulk RNA sequencing (Bulk RNA-seq) further revealed enrichment of autophagy-related pathways and their interaction with TGFβ signaling. TMT-based phosphoproteomics was performed on TGFβ2-treated MEPM cells. Results: We identified 23,471 peptides and 3952 proteins, including 6339 phosphopeptides corresponding to 2195 phosphoproteins. Differential analysis found 477 phosphopeptides with increased abundance and 53 with decreased abundance, revealing the enrichment of seven serine (p-Ser) motifs (RxxS, SDxD, SDxE, SP, SxDE, SxEE, SxxxxD) and one threonine (p-Thr) motif (TP). Notably, kinase-substrate enrichment analysis identified CSNK2A as a previously unrecognized phosphorylation regulator, together with MAPKs and CDKs. Functional enrichment showed significant involvement of mTOR, MAPK, and autophagy/mitophagy pathways. Conclusions: Our findings revealed that TGFβ2 reshapes the MEPM phosphoproteome through Smad-independent pathway, expanding the palate-specific phospho-signaling atlas beyond the canonical Smad cascade. Full article
(This article belongs to the Section Animal Proteomics)
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22 pages, 5084 KB  
Article
Crystallographic Fragment Screening with CK2α’, an Isoform of Human Protein Kinase CK2 Catalytic Subunit, and Its Use to Obtain a CK2α’/Heparin Complex Structure
by Christian Werner, Tatjana Barthel, Hugo Harasimowicz, Christelle Marminon, Manfred S. Weiss, Marc Le Borgne and Karsten Niefind
Kinases Phosphatases 2026, 4(1), 1; https://doi.org/10.3390/kinasesphosphatases4010001 - 4 Jan 2026
Viewed by 574
Abstract
CK2α and CK2α’, two paralogous members of the human kinome, are catalytic subunits of protein kinase CK2. Together with the regulatory subunit CK2β, they form heterotetrameric holoenzymes. CK2 is the subject of efforts to develop effective and selective inhibitors. For this, secondary binding [...] Read more.
CK2α and CK2α’, two paralogous members of the human kinome, are catalytic subunits of protein kinase CK2. Together with the regulatory subunit CK2β, they form heterotetrameric holoenzymes. CK2 is the subject of efforts to develop effective and selective inhibitors. For this, secondary binding sites remote from the canonical ATP/GTP cavity are critical. A crystallographic fragment screening with CK2α’ crystals and an established molecular fragment collection was performed to identify new ligands at known or novel sites. It resulted in fourteen CK2α’/fragment structures. Five fragments were found at the CK2β interface of CK2α’ and three fragments at the established αD pocket, which exhibits subtle differences between CK2α and CK2α’; comparative co-crystallisations with CK2α showed that one of them binds to the αD pocket of CK2α’ exclusively. No fragments bound at the substrate-binding region of CK2α’, but a CK2α’ structure with dp10, a decameric section of the substrate-competitive inhibitor heparin, and the indenoindole-type ATP-competitive inhibitor 4w was determined. A comparison with a published CK2α/dp10 structure revealed features consistent with reports about substrate specificity differences between the isoenzymes: dp10 binds to CK2α’ and CK2α with opposite strand orientations, and the local conformations of the isoenzymes in the helix αD region are significantly different. Full article
(This article belongs to the Special Issue Past, Present and Future of Protein Kinase CK2 Research—2nd Edition)
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30 pages, 7311 KB  
Article
Bioinformatic Investigation of Regulatory Elements in the Core Promoters of CK2 Genes and Pseudogene
by Nicholas G. Wilson, Jesse S. Basra and Isabel Dominguez
Kinases Phosphatases 2025, 3(4), 22; https://doi.org/10.3390/kinasesphosphatases3040022 - 4 Nov 2025
Viewed by 1023
Abstract
Protein kinase CK2 is an important regulator of cell, embryo, and organism function whose transcript levels are often dysregulated in disease. Previous studies have primarily focused on the regulation of CK2 gene expression via the proximal promoter. Here, we analyzed the core promoter [...] Read more.
Protein kinase CK2 is an important regulator of cell, embryo, and organism function whose transcript levels are often dysregulated in disease. Previous studies have primarily focused on the regulation of CK2 gene expression via the proximal promoter. Here, we analyzed the core promoter of the CK2 genes and pseudogene to assess the structure and potential regulatory elements. Our analysis showed that CSNK2A1 contained 14 exons, rather than 13 exons as previously reported. Using FANTOM5 and DBTTS data, we found that transcription start sites were broadly distributed across a 100-nucleotide region in the CK2 gene core promoters, consistent with “broad” class promoter architecture. Using these databases, we found a dissimilar transcription start site usage between adult and cancer tissues compared to fetal tissues for each of the CK2 gene promoters. A further analysis of the CK2 gene core promoter subregions showed instances of core promoter subregion switching. All CK2 gene core promoters contained canonical and non-canonical initiator motifs, suggesting their potential as dual-initiator core promoters, while CSNK2A3 only had canonical initiator motifs. Additionally, all CK2 gene core promoters contain DCE motifs and pause buttons. In contrast, Wnt/β-catenin target genes c-MYC and CCND1 had DPEs, which can be regulated by protein kinase CK2. Collectively, our data provides new insights into the transcriptional regulation of CK2 genes and opens new avenues for research. Full article
(This article belongs to the Special Issue Past, Present and Future of Protein Kinase CK2 Research—2nd Edition)
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22 pages, 5116 KB  
Article
An Integrative Approach to Identifying Neuroprotective Natural Compounds for Neurodevelopmental Disorders
by Juliana Alves da Costa Ribeiro Souza, Rafael Martins Xavier, Terezinha Souza and Davi Farias
Int. J. Mol. Sci. 2025, 26(18), 8873; https://doi.org/10.3390/ijms26188873 - 12 Sep 2025
Cited by 1 | Viewed by 1670
Abstract
Neurodevelopmental disorders (NDDs) represent significant public health challenges due to their multifactorial etiology and clinical heterogeneity. Current treatments remain limited, highlighting the need for novel therapeutic strategies. This study aimed to identify neuroprotective natural compounds targeting NDD-associated pathways and describe an integrative computational [...] Read more.
Neurodevelopmental disorders (NDDs) represent significant public health challenges due to their multifactorial etiology and clinical heterogeneity. Current treatments remain limited, highlighting the need for novel therapeutic strategies. This study aimed to identify neuroprotective natural compounds targeting NDD-associated pathways and describe an integrative computational pipeline combining in silico screening, network pharmacology, and molecular docking approaches to accelerate NDD drug discovery. An integrative computational pipeline was developed through sequential phases: (1) systematic screening of the Traditional Chinese Medicine Systems Pharmacology Database (TCMSP) for natural compounds meeting drug-likeness criteria and toxicity thresholds; (2) biological activity prediction; (3) network pharmacology analysis integrating compound targets and NDD-associated genes; (4) protein–protein interaction network construction and functional enrichment; and (5) molecular docking validation of top compounds against prioritized targets. From 2634 initial compounds, 10 met all selection criteria. Network analysis revealed significant interactions between compound targets and NDD-associated genes, with enrichment in neurodevelopment, cognition, and synaptic regulation pathways. Three key targets emerged as hubs: CSNK2B, GRIN1, and MAPK1. Molecular docking demonstrated high-affinity binding of caryophyllene oxide, linoleic acid, and tangeretin, supported by stable interactions with catalytic residues. This study identifies caryophyllene oxide, linoleic acid, and tangeretin as promising multi-target compounds for NDD intervention, with verified interactions against key neurodevelopmental targets. The integrative computational pipeline effectively bridges traditional medicine knowledge with modern drug discovery, offering a strategy to accelerate neurotherapeutic development while reducing experimental costs. These findings warrant further experimental validation of the prioritized compounds. Full article
(This article belongs to the Special Issue Network Pharmacology: An Emerging Field in Drug Discovery)
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23 pages, 1882 KB  
Review
Epigenetic Drivers of Chemoresistance in Nucleobase and Nucleoside Analog Therapies
by John Kaszycki and Minji Kim
Biology 2025, 14(7), 838; https://doi.org/10.3390/biology14070838 - 9 Jul 2025
Cited by 2 | Viewed by 2472
Abstract
Nucleobase and nucleoside analogs are critical components of antimetabolite chemotherapy treatments used to disrupt DNA replication and induce apoptosis in rapidly proliferating cancer cells. However, the development of resistance to these agents remains a major clinical challenge. This review explores the epigenetic mechanisms [...] Read more.
Nucleobase and nucleoside analogs are critical components of antimetabolite chemotherapy treatments used to disrupt DNA replication and induce apoptosis in rapidly proliferating cancer cells. However, the development of resistance to these agents remains a major clinical challenge. This review explores the epigenetic mechanisms that contribute to acquired chemoresistance, focusing on DNA methylation, histone modifications, and non-coding RNAs (ncRNAs). These epigenetic alterations regulate key processes such as DNA repair, drug metabolism, cell transport, and autophagy, enabling cancer cells to survive and resist therapeutic pressure. We highlight how dysregulation of DNA methyltransferases (DNMTs) and histone acetyltransferases (HATs) modulates expression of transporters (e.g., hENT1, ABCB1), DNA repair enzymes (e.g., Polβ, BRCA1/2), and autophagy-related genes (e.g., CSNK2A1, BNIP3). Furthermore, emerging roles for long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs) in regulating nucleoside export and DNA damage response pathways underscore their relevance as therapeutic targets. The interplay of these epigenetic modifications drives resistance to agents such as gemcitabine and 5-fluorouracil across multiple tumor types. We also discuss recent progress in therapeutic interventions, including DNMT and HDAC inhibitors, RNA-based therapeutics, and CRISPR-based epigenome editing. Full article
(This article belongs to the Section Immunology)
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25 pages, 3675 KB  
Article
Regulation of Mouse CK2α (Csnk2a1) Promoter Expression In Vitro and in Cell Lines
by Gregory A. Imbrie, Nicholas G. Wilson, David C. Seldin and Isabel Dominguez
Kinases Phosphatases 2025, 3(3), 15; https://doi.org/10.3390/kinasesphosphatases3030015 - 4 Jul 2025
Cited by 3 | Viewed by 1412
Abstract
CK2α is a kinase important for essential cellular and biological processes. CK2α is ubiquitously expressed, albeit at different tissue levels, and its transcript levels are dysregulated in disease. However, there is limited knowledge on the regulation of CK2α gene expression. The best one [...] Read more.
CK2α is a kinase important for essential cellular and biological processes. CK2α is ubiquitously expressed, albeit at different tissue levels, and its transcript levels are dysregulated in disease. However, there is limited knowledge on the regulation of CK2α gene expression. The best one studied, the human CSNK2A1 (CK2α) gene promoter, contains uncharacterized binding motifs for NF-κB. Our goal was to investigate the role of NF-κB in Csnk2a1 promoter regulation. We cloned the mouse Csnk2a1 promoter which had significant sequence homology with the human CSNK2A1 promoter. Using promoter deletions, we identified a minimal promoter region containing transcription factor motifs (NF-κB, Ets-1, Sp1) consistent with those published for the CSNK2A1 promoter. Electrophoretic mobility shift assays demonstrated specific NF-κB subunit binding to the minimal promoter. NF-κB subunit transfection and extracellular NF-κB stimulation in non-tumor cell lines led to increased transactivation of the mouse minimal promoter. These data, together with data on the regulation of NF-κB by CK2 kinase activity, suggest a positive-feedback loop between CK2α and NF-κB. Non-tumor cell line re-plating and increased percent confluence upregulated Csnk2a1 transcript levels which differed from tumor cell line published data. In summary, Csnk2a1 promoter is regulated by NF-κB signaling and during cellular proliferation. Full article
(This article belongs to the Special Issue Past, Present and Future of Protein Kinase CK2 Research)
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15 pages, 3242 KB  
Article
Transcriptome and Proteome Analysis Identified Genes/Proteins Involved in the Regulation of Leaf Color in Paulownia fortunei
by Hu Li, Weili Tian and Yongming Fan
Horticulturae 2025, 11(4), 441; https://doi.org/10.3390/horticulturae11040441 - 21 Apr 2025
Cited by 1 | Viewed by 962
Abstract
Paulownia fortunei are economically important trees in China. A greening mutant was used to study greening by comparative transcriptomics and proteomics using leaf tissues from wild-type and greening mutant growing under normal conditions. Chlorophyll content analysis showed a decrease in the chlorophyll b [...] Read more.
Paulownia fortunei are economically important trees in China. A greening mutant was used to study greening by comparative transcriptomics and proteomics using leaf tissues from wild-type and greening mutant growing under normal conditions. Chlorophyll content analysis showed a decrease in the chlorophyll b content in the mutant line. Non-parametric transcriptome and proteome analyses were performed to screen for genes and proteins active in the regulation of P. fortunei greening. qRT-PCR was carried out to confirm 10 genes identified in the transcriptome. In the transcriptome analysis, the pathways associated with the yellow phenotype included tRNA amino acid biosynthesis, nitrogen metabolism and circadian rhythm as represented by the genes encoding Vals, gltx, aspS, NR, GluL, gdhA, phyB, CSNK2A and CSNK2B. The iTRAQ-based proteomics analysis indicated that photosynthesis and carotenoid biosynthesis were altered in the chlorophyll-deficient P. fortunei and petH, petF, atpF and Z-ISO were the key proteins dysregulated in the greening mutants compared to the wild-type. Together, the transcriptomic and iTRAQ analyses identified 10 DEGs that were perturbed in the greening mutants in the main pathways of photosynthesis, starch and sucrose metabolism, glutathione metabolism and peroxisome functions. PetJ, E3.2.1.21, GST and CAT were differentially regulated in the chlorophyll-deficient mutant. Full article
(This article belongs to the Section Genetics, Genomics, Breeding, and Biotechnology (G2B2))
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19 pages, 5618 KB  
Article
Zearalenone Depresses Lactation Capacity Through the ROS-Mediated PI3K/AKT Pathway
by Hong Chen, Di Qiu, Xue Miao, Wenyue Yang, Qi He, Hao Ren, Luyao Zhang, Hongri Ruan, Jiantao Zhang and Na Zhang
Animals 2025, 15(7), 1050; https://doi.org/10.3390/ani15071050 - 4 Apr 2025
Cited by 1 | Viewed by 968
Abstract
The effects of zearalenone (ZEA), a fungal toxin in food and feed, remain unclear on the mammary gland and lactation. This study examines ZEA-induced damage in lactating mice and bovine mammary epithelial cells (MAC-T), focusing on the role of the phosphatidylinositol 3-kinase/protein kinase [...] Read more.
The effects of zearalenone (ZEA), a fungal toxin in food and feed, remain unclear on the mammary gland and lactation. This study examines ZEA-induced damage in lactating mice and bovine mammary epithelial cells (MAC-T), focusing on the role of the phosphatidylinositol 3-kinase/protein kinase B (PI3K/AKT) pathway in regulating cell proliferation and apoptosis. The results demonstrated that exposure to ZEA at different doses (5 mg/kg, 10 mg/kg, and 20 mg/kg) reduced lactation in female mice and slowed weight gain in their offspring. Hematoxylin and eosin (HE) staining and CSNK immunofluorescence staining of mammary tissue confirmed ZEA-induced mammary gland damage in vivo. Further analysis using PCNA immunohistochemistry and fluorescent TUNEL staining revealed that ZEA promoted apoptosis and decreased the proliferative capacity of mammary tissues. In vitro, 20 μM ZEA decreased MAC-T cell proliferation, increased apoptosis and oxidative stress, inhibited PI3K/AKT signaling, and decreased κ-casein (CSNK) expression. Pretreatment with a reactive oxygen species (ROS) scavenger (NAC) or PI3K/AKT activator (740-Y-P) reversed these effects, with NAC specifically restoring PI3K/AKT activity inhibited by ZEA. Overall, this study concludes that ZEA induces MAC-T cell apoptosis and disrupts proliferation via the ROS-mediated PI3K/AKT pathway, ultimately impairing lactation function. These findings highlight potential targets for managing ZEA contamination in food and its impact on lactation. Full article
(This article belongs to the Section Animal Physiology)
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21 pages, 3292 KB  
Article
Exploring the Impact of Microgravity on Gene Expression: Dysregulated Pathways and Candidate Repurposed Drugs
by Karina Galčenko, Marilena M. Bourdakou and George M. Spyrou
Int. J. Mol. Sci. 2025, 26(3), 1287; https://doi.org/10.3390/ijms26031287 - 2 Feb 2025
Cited by 6 | Viewed by 4442
Abstract
Space exploration has progressed from contemporary discoveries to current endeavors, such as space tourism and Mars missions. As human activity in space accelerates, understanding the physiological effects of microgravity on the human body is becoming increasingly critical. This study analyzes transcriptomic data from [...] Read more.
Space exploration has progressed from contemporary discoveries to current endeavors, such as space tourism and Mars missions. As human activity in space accelerates, understanding the physiological effects of microgravity on the human body is becoming increasingly critical. This study analyzes transcriptomic data from human cell lines exposed to microgravity, investigates its effects on gene expression, and identifies potential therapeutic interventions for health challenges posed by spaceflight. Our analysis identified five under-expressed genes (DNPH1, EXOSC5, L3MBTL2, LGALS3BP, SPRYD4) and six over-expressed genes (CSGALNACT2, CSNK2A2, HIPK1, MBNL2, PHF21A, RAP1A), all of which exhibited distinct expression patterns in response to microgravity. Enrichment analysis highlighted significant biological functions influenced by these conditions, while in silico drug repurposing identified potential modulators that could counteract these changes. This study introduces a novel approach to addressing health challenges during space missions by repurposing existing drugs and identifies specific genes and pathways as potential biomarkers for microgravity effects on human health. Our findings represent the first systematic effort to repurpose drugs for spaceflight, establishing a foundation for the development of targeted therapies for astronauts. Future research should aim to validate these findings in authentic space environments and explore broader biological impacts. Full article
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22 pages, 5316 KB  
Article
Impaired Molecular Mechanisms Contributing to Chronic Pain in Patients with Hidradenitis Suppurativa: Exploring Potential Biomarkers and Therapeutic Targets
by Uppala Radhakrishna, Murali R. Kuracha, Iltefat Hamzavi, Nazia Saiyed, Jignesh Prajapati, Rakesh M. Rawal, Lavanya V. Uppala, Giovanni Damiani, Uppala Ratnamala and Swapan K. Nath
Int. J. Mol. Sci. 2025, 26(3), 1039; https://doi.org/10.3390/ijms26031039 - 25 Jan 2025
Cited by 4 | Viewed by 3878
Abstract
Hidradenitis suppurativa (HS) is a chronic skin condition that primarily affects areas with dense hair follicles and apocrine sweat glands, such as the underarms, groin, buttocks, and lower breasts. Intense pain and discomfort in HS have been commonly noted, primarily due to the [...] Read more.
Hidradenitis suppurativa (HS) is a chronic skin condition that primarily affects areas with dense hair follicles and apocrine sweat glands, such as the underarms, groin, buttocks, and lower breasts. Intense pain and discomfort in HS have been commonly noted, primarily due to the lesions’ effects on nearby tissues. Pain is a factor that can influence DNA methylation patterns, though its exact role in HS is not fully understood. We aim to identify molecular markers of chronic pain in HS patients. We performed DNA methylome of peripheral blood DNA derived from a group of 24 patients with HS and 24 healthy controls, using Illumina methylation array chips. We identified 253 significantly differentially methylated CpG sites across 253 distinct genes regulating pain sensitization in HS, including 224 hypomethylated and 29 hypermethylated sites. Several genes with pleiotropic roles include transporters (ABCC2, SLC39A8, SLC39A9), wound healing (MIR132, FGF2, PDGFC), ion channel regulators (CACNA1C, SCN1A), oxidative stress mediators (SCN8A, DRD2, DNMT1), cytochromes (CYP19A, CYP1A2), cytokines (TGFB1, IL4), telomere regulators (CSNK1D, SMAD3, MTA1), circadian rhythm (IL1R2, ABCG1, RORA), ultradian rhythms (PHACTR1, TSC2, ULK1), hormonal regulation (PPARA, NR3C1, ESR2), and the serotonin system (HTR1D, HTR1E, HTR3C, HTR4, TPH2). They also play roles in glucose metabolism (POMC, IRS1, GNAS) and obesity (DRD2, FAAH, MMP2). Gene ontology and pathway enrichment analysis identified 43 pathways, including calcium signaling, cocaine addiction, and nicotine addiction. This study identified multiple differentially methylated genes involved in chronic pain in HS, which may serve as biomarkers and therapeutic targets. Understanding their epigenetic regulation is crucial for personalized pain management and could enhance the identification of high-risk patients, leading to better preventative therapies and improved maternal and neonatal outcomes. Full article
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21 pages, 9488 KB  
Article
Identification of Immune Infiltration-Associated CC Motif Chemokine Ligands as Biomarkers and Targets for Colorectal Cancer Prevention and Immunotherapy
by Minghao Liu, Teng Wang and Mingyang Li
Int. J. Mol. Sci. 2025, 26(2), 625; https://doi.org/10.3390/ijms26020625 - 13 Jan 2025
Cited by 5 | Viewed by 2345
Abstract
Colorectal cancer (CRC) is the third most common cancer globally, with limited effective biomarkers and sensitive therapeutic targets. An increasing number of studies have highlighted the critical role of tumor microenvironment (TME) imbalances, particularly immune escape due to impaired chemokine-mediated trafficking, in tumorigenesis [...] Read more.
Colorectal cancer (CRC) is the third most common cancer globally, with limited effective biomarkers and sensitive therapeutic targets. An increasing number of studies have highlighted the critical role of tumor microenvironment (TME) imbalances, particularly immune escape due to impaired chemokine-mediated trafficking, in tumorigenesis and progression. Notably, CC chemokines (CCLs) have been shown to either promote or inhibit angiogenesis, metastasis, and immune responses in tumors, thereby influencing cancer development and patient outcomes. However, the diagnostic and prognostic significance of CCLs in CRC remains unclear. In this study, multiple online tools for bioinformatics analyses were utilized. The findings revealed that the mRNA expression levels of CCL3, CCL4, and CCL26 were significantly elevated in CRC tissues compared to normal tissues, whereas CCL2, CCL5, CCL11, CCL21, and CCL28 mRNA levels were markedly downregulated. Additionally, dysregulation of CCL4, CCL5, and CCL21 was strongly associated with clinical staging, and elevated levels of CCL4, CCL11, and CCL28 were linked to significantly prolonged survival in CRC patients. Functional enrichment analysis indicated that the cellular roles of CCLs were predominantly associated with the chemokine, Wnt, and Toll-like receptor signaling pathways, as well as protein kinase activity. Furthermore, transcriptional regulation of most CCLs involved RELA and NFKB1. Key downstream targets included members of the SRC family of tyrosine kinases (HCK, LYN, and LCK), serine/threonine kinases (ATR and ATM), and others such as CSNK1G2, NEK2, and CDK2. Moreover, CCLs (CCL2, CCL3, CCL4, CCL5, CCL11, CCL21, and CCL28) exhibited strong correlations with major infiltration-related immune cells, including B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and dendritic cells. In conclusion, our study provides novel insights into the potential utility of CCLs as biomarkers and therapeutic targets for CRC prevention and immunotherapy. Full article
(This article belongs to the Section Molecular Informatics)
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12 pages, 906 KB  
Article
Transcriptomic Analysis of HPV-Positive Oesophageal Tissue Reveals Upregulation of Genes Linked to Cell Cycle and DNA Replication
by Muhammad Osama Shafiq, Muharrem Okan Cakir, Ugur Bilge, Yasmin Pasha and G. Hossein Ashrafi
Int. J. Mol. Sci. 2025, 26(1), 56; https://doi.org/10.3390/ijms26010056 - 24 Dec 2024
Cited by 2 | Viewed by 1828
Abstract
Human papillomavirus (HPV) is a prevalent sexually transmitted infection, implicated in various cancers, yet its influence in non-cancerous oesophageal tissue remains unclear. This study aims to investigate the gene expression changes associated with high-risk HPV (HR-HPV) in non-cancerous oesophageal tissue to elucidate potential [...] Read more.
Human papillomavirus (HPV) is a prevalent sexually transmitted infection, implicated in various cancers, yet its influence in non-cancerous oesophageal tissue remains unclear. This study aims to investigate the gene expression changes associated with high-risk HPV (HR-HPV) in non-cancerous oesophageal tissue to elucidate potential early oncogenic mechanisms. Using RNA sequencing, we compared transcriptomic profiles of HPV-positive and HPV-negative non-cancerous oesophageal tissues. Differential gene expression analysis revealed significant upregulation of cell cycle and DNA replication pathways in HPV-positive samples, specifically involving key genes such as CCNA2, DSN1, and MCM10, which are known to regulate cellular proliferation and genomic stability. Additionally, kinase and transcription factor enrichment analyses highlighted HR-HPV-associated regulatory molecules, including E2F4 and CSNK2A1, suggesting HPV’s role in modulating host cell cycle control. These findings support the hypothesis that HPV infection may initiate cellular alterations in oesophageal tissue, potentially predisposing it to malignancy. This study contributes to understanding HPV’s impact in non-cancerous tissues and identifies possible biomarkers for early HPV-related cellular changes, offering insights into HPV-driven cancer development beyond traditionally associated sites. Full article
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13 pages, 4305 KB  
Article
Integration Analysis of Transcriptome Sequencing and Whole-Genome Resequencing Reveal Wool Quality-Associated Key Genes in Zhexi Angora Rabbits
by Bohao Zhao, Yongqi Yu, Shaoning Sun, Jiawei Cai, Zhiyuan Bao, Yang Chen and Xinsheng Wu
Vet. Sci. 2024, 11(12), 651; https://doi.org/10.3390/vetsci11120651 - 13 Dec 2024
Cited by 2 | Viewed by 1911
Abstract
Wool quality is a crucial economic trait in Angora rabbits, closely linked to hair follicle (HF) growth and development. Therefore, understanding the molecular mechanisms of key genes regulating HF growth and wool fiber formation is essential. In the study, fine- and coarse-wool groups [...] Read more.
Wool quality is a crucial economic trait in Angora rabbits, closely linked to hair follicle (HF) growth and development. Therefore, understanding the molecular mechanisms of key genes regulating HF growth and wool fiber formation is essential. In the study, fine- and coarse-wool groups were identified based on HF morphological characteristics of Zhexi Angora rabbits. According to the results, the diameters of fine and coarse fibers, and the percentage of coarse fibers, were significantly lower in the fine-wool group than in the coarse-wool group. Additionally, the HF density was higher in the fine-wool group than in the coarse-wool group, and the diameters of both primary hair follicles and second hair follicles were finer in this fine-wool group. Moreover, RNA sequencing (RNA-seq) and whole-genome resequencing (WGRS) were performed to identify key candidate genes and potential genetic variations between fine- and coarse-wool groups. RNA-seq analysis revealed 182 differentially expressed genes (DEGs), with 138 upregulated and 44 downregulated genes in the fine-wool group. The WGRS analysis identified numerous genetic variants including 15,705 InDels and 83,055 SNPs between the two groups. Additionally, the joint analysis of RNA-seq and WGRS showed enrichment of the Wnt, JAK-STAT, and TGF-β signaling pathways. The key overlapping candidate genes such as DKK4, FRZB, CSNK1A1, TLR2, STAT4, and BMP6 were identified as potential crucial regulators of wool growth. In summary, this study provides valuable theoretical insights into wool quality and offers the potential for improving the molecular breeding of Angora rabbits. Full article
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23 pages, 3356 KB  
Article
Strategic Fluorination to Achieve a Potent, Selective, Metabolically Stable, and Orally Bioavailable Inhibitor of CSNK2
by Han Wee Ong, Xuan Yang, Jeffery L. Smith, Sharon Taft-Benz, Stefanie Howell, Rebekah J. Dickmander, Tammy M. Havener, Marcia K. Sanders, Jason W. Brown, Rafael M. Couñago, Edcon Chang, Andreas Krämer, Nathaniel J. Moorman, Mark Heise, Alison D. Axtman, David H. Drewry and Timothy M. Willson
Molecules 2024, 29(17), 4158; https://doi.org/10.3390/molecules29174158 - 2 Sep 2024
Cited by 2 | Viewed by 2687
Abstract
The host kinase casein kinase 2 (CSNK2) has been proposed to be an antiviral target against β-coronaviral infection. To pharmacologically validate CSNK2 as a drug target in vivo, potent and selective CSNK2 inhibitors with good pharmacokinetic properties are required. Inhibitors based on the [...] Read more.
The host kinase casein kinase 2 (CSNK2) has been proposed to be an antiviral target against β-coronaviral infection. To pharmacologically validate CSNK2 as a drug target in vivo, potent and selective CSNK2 inhibitors with good pharmacokinetic properties are required. Inhibitors based on the pyrazolo[1,5-a]pyrimidine scaffold possess outstanding potency and selectivity for CSNK2, but bioavailability and metabolic stability are often challenging. By strategically installing a fluorine atom on an electron-rich phenyl ring of a previously characterized inhibitor 1, we discovered compound 2 as a promising lead compound with improved in vivo metabolic stability. Compound 2 maintained excellent cellular potency against CSNK2, submicromolar antiviral potency, and favorable solubility, and was remarkably selective for CSNK2 when screened against 192 kinases across the human kinome. We additionally present a co-crystal structure to support its on-target binding mode. In vivo, compound 2 was orally bioavailable, and demonstrated modest and transient inhibition of CSNK2, although antiviral activity was not observed, possibly attributed to its lack of prolonged CSNK2 inhibition. Full article
(This article belongs to the Section Medicinal Chemistry)
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