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25 pages, 673 KB  
Review
Nutrigenomics and Epigenetic Regulation in Poultry: DNA-Based Mechanisms Linking Diet to Performance and Health
by Muhammad Naeem and Arjmand Fatima
DNA 2025, 5(4), 60; https://doi.org/10.3390/dna5040060 - 18 Dec 2025
Abstract
In animals and humans, nutrients influence signaling cascades, transcriptional programs, chromatin dynamics, and mitochondrial function, collectively shaping traits related to growth, immunity, reproduction, and stress resilience. This review synthesizes evidence supporting nutrient-mediated regulation of DNA methylation, histone modifications, non-coding RNAs, and mitochondrial biogenesis, [...] Read more.
In animals and humans, nutrients influence signaling cascades, transcriptional programs, chromatin dynamics, and mitochondrial function, collectively shaping traits related to growth, immunity, reproduction, and stress resilience. This review synthesizes evidence supporting nutrient-mediated regulation of DNA methylation, histone modifications, non-coding RNAs, and mitochondrial biogenesis, and emphasizes their integration within metabolic and developmental pathways. Recent advances in epigenome-wide association studies (EWAS), single-cell multi-omics, and systems biology approaches have revealed how diet composition and timing can reprogram gene networks, sometimes across generations. Particular attention is given to central metabolic regulators (e.g., PPARs, mTOR) and to interactions among methyl donors, fatty acids, vitamins, and trace elements that maintain genomic stability and metabolic homeostasis. Nutrigenetic evidence further shows how genetic polymorphisms (SNPs) in loci such as IGF-1, MSTN, PPARs, and FASN alter nutrient responsiveness and influence traits like feed efficiency, body composition, and egg quality, information that can be exploited via marker-assisted or genomic selection. Mitochondrial DNA integrity and oxidative capacity are key determinants of feed conversion and energy efficiency, while dietary antioxidants and mitochondria-targeted nutrients help preserve bioenergetic function. The gut microbiome acts as a co-regulator of host gene expression through metabolite-mediated epigenetic effects, linking diet, microbial metabolites (e.g., SCFAs), and host genomic responses via the gut–liver axis. Emerging tools such as whole-genome and transcriptome sequencing, EWAS, integrated multi-omics, and CRISPR-based functional studies are transforming the field and enabling DNA-informed precision nutrition. Integrating genetic, epigenetic, and molecular data will enable genotype-specific feeding strategies, maternal and early-life programming, and predictive models that enhance productivity, health, and sustainability in poultry production. Translating these molecular insights into practice offers pathways to enhance animal welfare, reduce environmental impact, and shift nutrition from empirical feeding toward mechanistically informed precision approaches. Full article
(This article belongs to the Special Issue Epigenetics and Environmental Exposures)
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24 pages, 13336 KB  
Article
Real-Time Zero-Sequence-Voltage Estimation and Fault-Tolerant Control for an Open-Winding Five-Phase Fault-Tolerant Fractional-Slot Concentrated-Winding IPM Motor Under Inter-Turn Short-Circuit Fault
by Ronghua Cui, Qingpeng Ji, Shitao Zhang and Huaxin Li
Sensors 2025, 25(24), 7655; https://doi.org/10.3390/s25247655 - 17 Dec 2025
Abstract
Inter-turn short-circuit (ITSC) faults in motor drives can induce substantial circulating currents and localized thermal stress, ultimately degrading winding insulation and compromising torque stability. To enhance the operational reliability of open-winding (OW) five-phase fault-tolerant fractional-slot concentrated-winding interior permanent-magnet (FTFSCW-IPM) motor drive systems, this [...] Read more.
Inter-turn short-circuit (ITSC) faults in motor drives can induce substantial circulating currents and localized thermal stress, ultimately degrading winding insulation and compromising torque stability. To enhance the operational reliability of open-winding (OW) five-phase fault-tolerant fractional-slot concentrated-winding interior permanent-magnet (FTFSCW-IPM) motor drive systems, this paper proposes a real-time fault-tolerant control strategy that provides current suppression and torque stabilization under ITSC conditions. Upon fault detection, the affected phase is actively isolated and connected to an external dissipative resistor, thereby limiting the fault-phase current and inhibiting further propagation of insulation damage. This reconfiguration allows the drive system to uniformly accommodate both open-circuit (OC) and ITSC scenarios without modification of the underlying control architecture. For OC operation, an equal-amplitude modulation scheme based on carrier-based pulse-width modulation (CPWM) is formulated to preserve the required magnetomotive-force distribution. Under ITSC conditions, a feedforward compensation mechanism is introduced to counteract the disturbance generated by the short-circuit loop. A principal contribution of this work is the derivation of a compensation term that can be estimated online using zero-sequence voltage (ZSV) together with measured phase currents, enabling accurate adaptation across varying ITSC severities. Simulation and experimental results demonstrate that the proposed method effectively suppresses fault-phase current, maintains near-sinusoidal current waveforms in the remaining healthy phases, and stabilizes torque production over a wide range of fault and load conditions. Full article
(This article belongs to the Section Fault Diagnosis & Sensors)
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27 pages, 1424 KB  
Systematic Review
Insights into the Genetic and Epigenetic Landscape of Endocrine Autoimmunity: A Systematic Review
by Gerdi Tuli, Jessica Munarin, Katherine Stephanie Davalos Flores and Luisa De Sanctis
Genes 2025, 16(12), 1506; https://doi.org/10.3390/genes16121506 - 16 Dec 2025
Abstract
Background/Objectives: Endocrine autoimmune diseases, including autoimmune thyroid, pituitary, parathyroid, adrenal, and gonadal diseases, result from complex interactions between genetic susceptibility and environmental triggers. Advances in genomics and epigenomics have provided novel insights into the molecular pathways leading to immune dysregulation and endocrine tissue [...] Read more.
Background/Objectives: Endocrine autoimmune diseases, including autoimmune thyroid, pituitary, parathyroid, adrenal, and gonadal diseases, result from complex interactions between genetic susceptibility and environmental triggers. Advances in genomics and epigenomics have provided novel insights into the molecular pathways leading to immune dysregulation and endocrine tissue destruction. This review summarizes recent progress in understanding the genetic and epigenetic bases, emphasizing shared and disease-specific mechanisms that contribute to autoimmunity and endocrine dysfunction. Methods: A comprehensive literature search was performed in PubMed, Scopus, and Web of Science up to August 2025, focusing on genome-wide association studies (GWAS), next-generation sequencing, and epigenetic profiling (DNA methylation, histone modification, and non-coding RNA regulation). Results: More than 60 susceptibility loci have been identified across endocrine autoimmune diseases (EADs), including key genes in immune tolerance (HLA, CTLA4, PTPN22) and endocrine-specific pathways. Epigenetic studies reveal that altered DNA methylation and histone acetylation patterns in immune and endocrine cells modulate gene expression without changing the DNA sequence, linking environmental exposures to disease onset. Dysregulated microRNAs further influence immune signaling and cytokine networks. Conclusions: Genetic and epigenetic discoveries highlight the multifactorial nature of EADs and reveal potential biomarkers for early detection and targets for precision immunotherapy. Future research integrating multi-omics and longitudinal analyses will be crucial to unravel causal mechanisms and develop personalized preventive strategies. Full article
(This article belongs to the Special Issue Genetic and Epigenetic Factors for Autoimmune Diseases)
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10 pages, 1018 KB  
Case Report
Functional Interpretation of a Novel Homozygous METTL5 Variant Associated with ADHD and Neurodevelopmental Abnormalities: A Case Report and Literature Review
by Sheema Hashem, Saba F. Elhag, Ajaz A. Bhat, Waleed Aamer, Aljazi Al-Maraghi, Hala Alhaboub, Dalya Abuthaher, Ammira S. Al-Shabeeb Akil, Mohammad Haris, Khalid Fakhro, Georges Nemer and Madeeha Kamal
Genes 2025, 16(12), 1502; https://doi.org/10.3390/genes16121502 - 15 Dec 2025
Viewed by 103
Abstract
Background and Clinical Significance: Methyltransferase-like protein 5 (METTL5) is a conserved RNA methyltransferase responsible for catalyzing the N6-methyladenosine (m6A) modification of 18S ribosomal RNA, a process critical for ribosome biogenesis and translational regulation. Biallelic variants in METTL5 have been linked to [...] Read more.
Background and Clinical Significance: Methyltransferase-like protein 5 (METTL5) is a conserved RNA methyltransferase responsible for catalyzing the N6-methyladenosine (m6A) modification of 18S ribosomal RNA, a process critical for ribosome biogenesis and translational regulation. Biallelic variants in METTL5 have been linked to autosomal recessive intellectual developmental disorder-72 (MRT72), typically presenting with microcephaly, intellectual disability, and speech delay. However, the association between METTL5 and isolated attention-deficit/hyperactivity disorder (ADHD) remains underexplored. Case Presentation: We report a 14-year-old Qatari female, born to consanguineous parents, who presented with microcephaly, speech delay, learning difficulties, and inattentive-type ADHD. Trio-based whole-genome sequencing identified a novel homozygous METTL5 variant (c.617G > A; p. Arg206Gln), with both parent’s heterozygous carriers. The variant is extremely rare (gnomAD MAF: 0.0000175) and predicted to be deleterious (CADD: 23.7; SIFT: damaging; PolyPhen-2: probably damaging). Structural modeling localized the change within the SAM-dependent catalytic domain, predicting protein destabilization (ΔΔG = +1.8 kcal/mol). The affected residue is highly conserved (ConSurf score: 8), and protein–protein interaction analysis linked METTL5 with METTL14, METTL16, and ZCCHC4, key regulators of rRNA methylation. Conclusions: In silico evidence suggests that the p. Arg206Gln variant disrupts METTL5 function, likely contributing to the observed neurodevelopmental phenotype, including ADHD. This expands the clinical spectrum of METTL5-related disorders and supports its inclusion in neurodevelopmental gene panels. Full article
(This article belongs to the Special Issue Genes and Pediatrics)
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19 pages, 3321 KB  
Article
Whole-Genome Methylation Analysis of Female, Male, and Neomale Northern Pike (Esox lucius)
by Zhelan Wang, Qian Xiao, Jiaqing Xu, Xinan Fu, Sitong Li, Jia Wang and Junjie Zhang
Animals 2025, 15(24), 3594; https://doi.org/10.3390/ani15243594 - 15 Dec 2025
Viewed by 131
Abstract
To investigate the effect of epigenetic modifications on sex determination and differentiation in northern pike (Esox lucius), we employed Whole-Genome Bisulfite Sequencing (WGBS) to analyze the DNA methylation patterns in gonadal tissues of females, males, and neomales. First, we obtained high-quality [...] Read more.
To investigate the effect of epigenetic modifications on sex determination and differentiation in northern pike (Esox lucius), we employed Whole-Genome Bisulfite Sequencing (WGBS) to analyze the DNA methylation patterns in gonadal tissues of females, males, and neomales. First, we obtained high-quality sequencing data, including a total of 410.16 Gb of raw reads and 361.48 Gb of clean reads, with an 86% unique mapping rate, and a bisulfite conversion efficiency of 99.6%. Subsequently, comparative analysis revealed that 66,581 differentially methylated CG regions (i.e., DNA regions with a high frequency of CG dinucleotides), 1215 differentially methylated CHG regions (i.e., DNA regions where CG is followed by another nucleotide), and 3185 differentially methylated CHH regions (i.e., regions where cytosine is methylated in a CHH sequence, with ‘H’ representing A, T, or C) were identified among the three groups. Furthermore, we identified four key differentially methylated candidate genes (Rspo1, hsd11b2, CYP27A1 and smad3) associated with sex determination and differentiation processes in E. lucius. Finally, by integrating GO and KEGG enrichment analyses, we explored the role of epigenetic modification regulatory networks in the sex determination and differentiation of E. lucius and identified multiple metabolic pathways related to sex determination and differentiation processes (Notch signaling pathway, Wnt signaling pathway and Ovarian steroidogenesis). This study thereby lays a foundation for subsequent functional verification. Full article
(This article belongs to the Section Animal Genetics and Genomics)
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25 pages, 4782 KB  
Article
Comprehensive Structural and Interfacial Characterization of Laser-Sliced SiC Wafers
by Hong Chen, Seul Lee, Minseung Kang, Hye Seon Youn, Seongwon Go, Eunsook Kang and Chae-Ryong Cho
Materials 2025, 18(24), 5615; https://doi.org/10.3390/ma18245615 - 14 Dec 2025
Viewed by 234
Abstract
Laser slicing has emerged as a promising low-kerf and low-damage technique for SiC wafer fabrication; however, its effects on the crystal integrity, near-surface modification, and charge-transport properties require further clarification. Here, a heavily N-doped 4° off-axis 4H-SiC wafer was sliced using an ultraviolet [...] Read more.
Laser slicing has emerged as a promising low-kerf and low-damage technique for SiC wafer fabrication; however, its effects on the crystal integrity, near-surface modification, and charge-transport properties require further clarification. Here, a heavily N-doped 4° off-axis 4H-SiC wafer was sliced using an ultraviolet (UV) picosecond laser, and both laser-irradiated and laser-sliced surfaces were comprehensively characterized. X-ray diffraction and pole figure measurements confirmed that the 4H stacking sequence and macroscopic crystal orientation were preserved after slicing. Raman spectroscopy, including analysis of the folded transverse-optical and longitudinal-optical phonon–plasmon coupled modes, enabled dielectric function fitting and determination of the plasmon frequency, yielding a free-carrier concentration of ~3.1 × 1018 cm−3. Hall measurements provided consistent carrier density, mobility, and resistivity, demonstrating that the laser slicing process did not degrade bulk electrical properties. Multi-scale Atomic Force Microscopy (AFM), Angle-Resolved X-Ray Photoelectron Spectroscopy (ARXPS), Secondary Ion Mass Spectrometry (SIMS), and Transmission Electron Microscopy (TEM)/Selected Area Electron Diffraction (SAED) analyses revealed the formation of a near-surface thin amorphous/polycrystalline modified layer and an oxygen-rich region, with significantly increased roughness and thicker modified layers on the hilly regions of the sliced surface. These results indicate that UV laser slicing maintains the intrinsic crystalline and electrical properties of 4H-SiC while introducing localized nanoscale surface damage that must be minimized by optimizing the slicing parameters and the subsequent surface-finishing processes. Full article
(This article belongs to the Section Advanced Materials Characterization)
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35 pages, 4838 KB  
Review
Mitochondrial tRNA-Derived Diseases
by Antonia Petropoulou, Nikolaos Kypraios, Dimitra Rizopoulou, Adamantia Kouvela, Alexandros Maniatis, Katerina Anastasopoulou, Alexandra Anastogianni, Theodoros Korfiatis, Katerina Grafanaki, Vassiliki Stamatopoulou and Constantinos Stathopoulos
Int. J. Mol. Sci. 2025, 26(24), 12023; https://doi.org/10.3390/ijms262412023 - 13 Dec 2025
Viewed by 287
Abstract
Mitochondrial tRNA genes are critical hotspots for pathogenic mutations and several mitochondrial diseases. They account for approximately 70–75% of disease-causing mtDNA variants despite comprising only 5–10% of the mitochondrial genome. These mutations interfere with mitochondrial translation and affect oxidative phosphorylation, resulting in remarkably [...] Read more.
Mitochondrial tRNA genes are critical hotspots for pathogenic mutations and several mitochondrial diseases. They account for approximately 70–75% of disease-causing mtDNA variants despite comprising only 5–10% of the mitochondrial genome. These mutations interfere with mitochondrial translation and affect oxidative phosphorylation, resulting in remarkably heterogeneous multisystem disorders. Under this light, we systematically reviewed PubMed, Scopus, and MITOMAP databases through October 2025, indexing all clinically relevant pathogenic mt-tRNA mutations classified by affected organ systems and underlying molecular mechanisms. Approximately 500 distinct pathogenic variants were identified across all 22 mt-tRNA genes. Beyond typical syndromes like MELAS, MERRF, Leigh syndrome, and Kearns–Sayre syndrome that are linked to mt-tRNA mutations, they increasingly implicate cardiovascular diseases (cardiomyopathy, hypertension), neuromuscular disorders (myopathies, encephalopathies), sensory impairment (hearing loss, optic neuropathy), metabolic dysfunction (diabetes, polycystic ovary syndrome), renal disease, neuropsychiatric conditions, and cancer. Beyond sequence mutations, defects in post-transcriptional modification systems emerge as critical disease mechanisms affecting mt-tRNA function and stability. The mutations on tRNA genes described herein represent potential targets for emerging genome editing therapies, although several translational challenges remain. However, targeted correction of pathogenic mt-tRNA mutations holds transformative potential for precision intervention on mitochondrial diseases. Full article
(This article belongs to the Special Issue Targeting RNA Molecules)
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22 pages, 3714 KB  
Article
ALKBH1L Is an m6A Demethylase and Mediates PVY Infection in Nicotiana benthamiana Through m6A Modification
by Jue Zhou, Shuocong Sun, Jingtao Yuan, Li Dong, Xinhua Wang, Chenchen Jing, Muhammad Amjad Nawaz, Ruimin Tang, Hui Cao, Bihua Nie and Xue Feng
Plants 2025, 14(24), 3796; https://doi.org/10.3390/plants14243796 - 13 Dec 2025
Viewed by 160
Abstract
N6-methyladenosine (m6A), the most prevalent internal mRNA modification in eukaryotes, is also present in plants and is known to influence plant–virus interactions. However, its specific role in regulating Potato virus Y (PVY; Potyvirus yituberosi) infection, a major pathogen [...] Read more.
N6-methyladenosine (m6A), the most prevalent internal mRNA modification in eukaryotes, is also present in plants and is known to influence plant–virus interactions. However, its specific role in regulating Potato virus Y (PVY; Potyvirus yituberosi) infection, a major pathogen of potatoes, remains unclear. This study identified 16 potential m6A regulator genes in Nicotiana benthamiana through homology screening of Arabidopsis thaliana AlkB family members. Based on expression profiles in leaves at various developmental stages and following PVY infection, NbALKBH1L was selected for further analysis. Enzyme assays confirmed its m6A demethylase activity. Experiments with NbALKBH1L mutants, using RT-qPCR and m6A-IP-qPCR, demonstrated that it regulates PVY infection via the m6A pathway. Further investigation revealed that NbALKBH1L interacts with the PVY-encoded cylindrical inclusion (CI) protein. An interaction network constructed through immunoprecipitation–mass spectrometry (IP-MS) and RNA sequencing (RNA-seq) suggested that NbALKBH1L may serve as a central node in plant antiviral immunity, potentially linking metabolic processes with the regulation of viral infection. In summary, this study advances our understanding of plant m6A modifications in antiviral defense and provides valuable insights for future antiviral breeding strategies. Full article
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15 pages, 4045 KB  
Article
Design of Artificial Peptide Against HIV-1 Based on the Heptad-Repeat Rules and Membrane-Anchor Strategies
by Jiali Zhao, Yan Zhao, Xiao Qi, Xiaojie Lv, Yanbai Tang, Wei Zhang, Qingge Dai, Jiaqi Xu, Dongmin Zhao, Qilu Yan, Guodong Liang and Jianping Chen
Pharmaceuticals 2025, 18(12), 1881; https://doi.org/10.3390/ph18121881 - 12 Dec 2025
Viewed by 171
Abstract
Objective: The six-helix bundle (6-HB) is critical for HIV-1 membrane fusion. To disrupt this process, peptide inhibitors have been meticulously designed to target interactions within the 6-HB regions, thereby blocking membrane fusion and exerting inhibitory effects. Current peptide inhibitors like Enfuvirtide suffer from [...] Read more.
Objective: The six-helix bundle (6-HB) is critical for HIV-1 membrane fusion. To disrupt this process, peptide inhibitors have been meticulously designed to target interactions within the 6-HB regions, thereby blocking membrane fusion and exerting inhibitory effects. Current peptide inhibitors like Enfuvirtide suffer from drug resistance and short in vivo half-life. This study aims to design novel anti-HIV-1 peptides by integrating heptad-repeat rules and membrane-anchor strategies. Methods: Artificial peptides were designed using HR rules from the HIV-1 gp41 6-HB motif and membrane-anchor modifications. Results: EK35S-Palm has emerged as a highly promising candidate for HIV-1 inhibition, exhibiting robust binding affinity to the target and effectively impeding the 6-HB spontaneous formation. Discussion: HR-based design avoids viral sequence homology, and membrane anchoring enhances local agent concentration, improving pharmacokinetics. The HR binding and membrane stabilization of EK35S-Palm provide synergistic inhibition. Conclusions: Integrating HR structural design with membrane-anchor strategies yields potent HIV-1 fusion inhibitors. EK35S-Palm demonstrates superior efficacy and stability over current therapies. These approaches hold great potential for overcoming the current therapy limitations and advancing the more effective and durable HIV-1 fusion inhibitors. Full article
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19 pages, 5804 KB  
Article
Epstein–Barr Virus Promotes Gastric Cancer Progression by Modulating m6A-Dependent YTHDF1–TSC22D1 Axis
by Yea Rim An, Jaehun Jung, Kyeong Min Kwon, Jun Yeob Kim, Min-Hyeok Lee, Ju Yeon Lee, Minho Lee and Suk Kyeong Lee
Microorganisms 2025, 13(12), 2820; https://doi.org/10.3390/microorganisms13122820 - 11 Dec 2025
Viewed by 228
Abstract
Epstein–Barr virus (EBV) infection is closely associated with gastric cancer, yet its role in m6A-dependent gene regulation remains poorly understood. In this study, we investigated how EBV infection alters the m6A methylation pattern in gastric cancer cells and examined its impact on TSC22D1 [...] Read more.
Epstein–Barr virus (EBV) infection is closely associated with gastric cancer, yet its role in m6A-dependent gene regulation remains poorly understood. In this study, we investigated how EBV infection alters the m6A methylation pattern in gastric cancer cells and examined its impact on TSC22D1 mRNA stability through interaction with the m6A reader protein YTHDF1. m6A RNA immunoprecipitation sequencing (MeRIP-seq) revealed a significant reduction in m6A methylation of TSC22D1 in EBV-infected gastric cancer cells (AGS-EBV) compared with EBV-negative cells (AGS). Moreover, YTHDF1 knockdown increased both the stability and expression of TSC22D1. These findings demonstrate that YTHDF1 binds to TSC22D1 mRNA and promotes its m6A-dependent degradation. Collectively, our results suggest that EBV infection modulates m6A modification to regulate gene stability and identify the YTHDF1–TSC22D1 axis as a potential therapeutic target in EBV-associated gastric cancer. Full article
(This article belongs to the Section Virology)
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29 pages, 1443 KB  
Review
From Methylomes to CRISPR Epigenetic Editing: New Paths in Antibiotic Resistance
by Nada M. Nass and Kawther A. Zaher
Pathogens 2025, 14(12), 1267; https://doi.org/10.3390/pathogens14121267 - 10 Dec 2025
Viewed by 389
Abstract
Antibiotic resistance (AR) has long been interpreted through the lens of genetic mutations and horizontal gene transfer. Yet, mounting evidence suggests that epigenetic regulation, including DNA and RNA methylation, histone-like proteins, and small non-coding RNAs, plays a similarly critical role in bacterial adaptability. [...] Read more.
Antibiotic resistance (AR) has long been interpreted through the lens of genetic mutations and horizontal gene transfer. Yet, mounting evidence suggests that epigenetic regulation, including DNA and RNA methylation, histone-like proteins, and small non-coding RNAs, plays a similarly critical role in bacterial adaptability. These reversible modifications reshape gene expression without altering the DNA sequence, enabling transient resistance, phenotypic heterogeneity, and biofilm persistence under antimicrobial stress. Advances in single-molecule sequencing and methylome mapping have uncovered diverse DNA methyltransferase systems that coordinate virulence, efflux, and stress responses. Such epigenetic circuits allow pathogens to survive antibiotic exposure, then revert to susceptibility once pressure subsides, complicating clinical treatment. Parallel advances in CRISPR-based technologies now enable direct manipulation of these regulatory layers. CRISPR interference (CRISPRi) and catalytically inactive dCas9-fused methyltransferases can silence or reactivate genes in a programmable, non-mutational manner, offering a new route to reverse resistance or sensitize pathogens. Integrating methylomic data with transcriptomic and proteomic profiles further reveals how epigenetic plasticity sustains antimicrobial tolerance across environments. This review traces the continuum from natural bacterial methylomes to engineered CRISPR-mediated epigenetic editing, outlining how this emerging interface could redefine antibiotic stewardship. Understanding and targeting these reversible, heritable mechanisms opens the door to precision antimicrobial strategies that restore the effectiveness of existing drugs while curbing the evolution of resistance. Full article
(This article belongs to the Special Issue Antibiotic Resistance and Survival Strategies in Pathogens)
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26 pages, 815 KB  
Review
Advances in Quantitative Techniques for Mapping RNA Modifications
by Ling Tian, Bharathi Vallabhaneni and Yie-Hwa Chang
Life 2025, 15(12), 1888; https://doi.org/10.3390/life15121888 - 10 Dec 2025
Viewed by 379
Abstract
RNA modifications are essential regulators of gene expression and cellular function, modulating RNA stability, splicing, translation, and localization. Dysregulation of these modifications has been linked to cancer, neurodegenerative disorders, viral infections, and other diseases. Precise quantification and mapping of RNA modifications are crucial [...] Read more.
RNA modifications are essential regulators of gene expression and cellular function, modulating RNA stability, splicing, translation, and localization. Dysregulation of these modifications has been linked to cancer, neurodegenerative disorders, viral infections, and other diseases. Precise quantification and mapping of RNA modifications are crucial for understanding their biological roles. This review summarizes current and emerging methodologies for RNA modification analysis, including mass spectrometry, antibody-based and non-antibody-based approaches, PCR- and NMR-based detection, chemical- and enzyme-assisted sequencing, and nanopore direct RNA sequencing. We also highlight advanced techniques for single-cell and single-molecule imaging, enabling the study of modification dynamics and cellular heterogeneity. The advantages, limitations, and challenges of each method are discussed, providing a framework for selecting appropriate analytical strategies. Future perspectives emphasize high-throughput, multiplexed, and single-cell approaches, integrating multiple technologies to decode the epitranscriptome. These approaches form a robust toolkit for uncovering RNA modification functions, discovering biomarkers, and developing novel therapeutic strategies. Full article
(This article belongs to the Section Genetics and Genomics)
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25 pages, 812 KB  
Review
Artificial Intelligence-Driven Design of Antisense Oligonucleotides for Precision Medicine in Neuromuscular Disorders
by Jamie Leckie, Sunny Wu, Terryanne Standell and Toshifumi Yokota
Genes 2025, 16(12), 1468; https://doi.org/10.3390/genes16121468 - 8 Dec 2025
Viewed by 502
Abstract
Rare neuromuscular disorders impose a significant burden on patients, caregivers, and the health care system, yet, effective disease-modifying therapies remain limited. Antisense oligonucleotides (ASOs) have emerged as a promising therapeutic strategy, enabling targeted modulation of gene expression through mechanisms such as exon skipping, [...] Read more.
Rare neuromuscular disorders impose a significant burden on patients, caregivers, and the health care system, yet, effective disease-modifying therapies remain limited. Antisense oligonucleotides (ASOs) have emerged as a promising therapeutic strategy, enabling targeted modulation of gene expression through mechanisms such as exon skipping, exon inclusion, and transcript degradation. However, the clinical efficacy of currently approved ASO therapies is often suboptimal. This limitation reflects not only poor target tissue uptake and delivery barriers, but also suboptimal design of ASO sequences and chemical modification patterns, which can compromise potency, safety, and translational robustness. Recent advances in machine learning have led to the development of ASO optimization platforms such as eSkipFinder and ASOptimizer, which aim to predict effective ASO sequences and chemistries for specific RNA targets. While these tools show considerable promise, their broader applicability remains limited due to a lack of comprehensive validation and the absence of integrated safety considerations. Further refinement and validation are necessary to improve their translational utility. Nevertheless, such platforms represent a critical advancement toward accelerating ASO development. By improving design precision, reducing reliance on extensive preclinical screening, and enabling researchers with limited ASO experience to generate optimized candidates, machine learning is poised to accelerate the development and clinical translation of ASO therapies for rare neuromuscular disorders. Full article
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14 pages, 2815 KB  
Article
Direct RNA Sequencing Reveals Sex-Biased Transcriptomic and Epitranscriptomic Regulation in Procambarus clarkii
by Haijing Xu, Guangtong Song, Yichen Luo, Haoxuan Zhang, Muhammad Jawad, Wei Zhang, Tao Li, Dawei Zhao, Chunyan Yang, Aimin Wang and Mingyou Li
Biology 2025, 14(12), 1757; https://doi.org/10.3390/biology14121757 - 8 Dec 2025
Viewed by 405
Abstract
The red swamp crayfish (Procambarus clarkii) is a globally important freshwater crustacean that exhibits pronounced sexual dimorphism, with males growing faster than females. However, the molecular mechanisms underlying sex differentiation in crustaceans remain poorly understood. In this study, Oxford Nanopore-based Direct [...] Read more.
The red swamp crayfish (Procambarus clarkii) is a globally important freshwater crustacean that exhibits pronounced sexual dimorphism, with males growing faster than females. However, the molecular mechanisms underlying sex differentiation in crustaceans remain poorly understood. In this study, Oxford Nanopore-based Direct RNA Sequencing (DRS) was employed to analyze the gonadal transcriptomes of male and female P. clarkii, identifying 20,001 previously unannotated genes and revealing extensive sex-specific differences in transcript structure, alternative splicing, and RNA modifications. Ovarian transcripts had shorter poly(A) tails and more frequent alternative splicing, while male gonads showed greater enrichment of m6A and psU modifications in the 3′ UTRs. qPCR validation confirmed the sex-biased expression of key candidate genes, including Dmrt7, FR, Fruitless, IAGBP, RDH, and Vtg. Collectively, these findings provide the first comprehensive epitranscriptomic landscape of P. clarkii gonads, underscoring the pivotal role of post-transcriptional regulation in sex determination and offering valuable insights for mono-sex breeding strategies in aquaculture. Full article
(This article belongs to the Section Biochemistry and Molecular Biology)
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33 pages, 2193 KB  
Review
8-Oxoguanine: A Lesion, an Epigenetic Mark, or a Molecular Signal?
by Anton V. Endutkin, Antonina P. Dvornikova and Dmitry O. Zharkov
Int. J. Mol. Sci. 2025, 26(24), 11799; https://doi.org/10.3390/ijms262411799 - 6 Dec 2025
Viewed by 193
Abstract
For decades, 8-oxoguanine (8-oxoG) has been recognized as a pervasive and pro-mutagenic oxidative DNA lesion. In human cells, 8-oxoG is removed from DNA via the base excision repair pathway initiated by 8-oxoguanine–DNA glycosylase (OGG1). However, emerging evidence over the past twenty years suggests [...] Read more.
For decades, 8-oxoguanine (8-oxoG) has been recognized as a pervasive and pro-mutagenic oxidative DNA lesion. In human cells, 8-oxoG is removed from DNA via the base excision repair pathway initiated by 8-oxoguanine–DNA glycosylase (OGG1). However, emerging evidence over the past twenty years suggests a more complex, regulatory role for this DNA modification. Here, we discuss findings that 8-oxoG, particularly when present in gene promoters, can act as a signal to modulate transcription, establishing an 8-oxoG/OGG1 axis in the inflammatory response. Proposed mechanisms include the generation of 8-oxoG during chromatin remodeling processes involving histone demethylases, the recruitment of transcription factors (NF-κB, HIF1α, Myc, SMAD, etc.) by OGG1, and the lesion’s enrichment in guanine-rich sequences prone to forming G-quadruplex structures. The pro-mutagenic nature of 8-oxoG and the lack of dedicated, functionally separate writer and reader proteins challenge its classification as a true epigenetic DNA mark, distinguishing it from canonical epigenetic nucleobases like 5-methylcytosine and 5-hydroxymethylcytosine. On the other hand, 8-oxoG is well suited for the role of a regulatory signal localized to DNA and involved in the cellular response to oxidative stress and the associated physiological stimuli. Full article
(This article belongs to the Section Molecular Biology)
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