Journal Description
Genes
Genes
is a peer-reviewed, open access journal of genetics and genomics published monthly online by MDPI. The Spanish Society for Nitrogen Fixation (SEFIN) is affiliated with Genes and its members receive discounts on the article processing charges.
- Open Access— free for readers, with article processing charges (APC) paid by authors or their institutions.
- High Visibility: indexed within Scopus, SCIE (Web of Science), PubMed, MEDLINE, PMC, Embase, PubAg, and other databases.
- Journal Rank: JCR - Q2 (Genetics and Heredity) / CiteScore - Q2 (Genetics (clinical))
- Rapid Publication: manuscripts are peer-reviewed and a first decision is provided to authors approximately 14.6 days after submission; acceptance to publication is undertaken in 2.5 days (median values for papers published in this journal in the first half of 2025).
- Recognition of Reviewers: Reviewers who provide timely, thorough peer-review reports receive vouchers entitling them to a discount on the APC of their next publication in any MDPI journal, in appreciation of the work done.
Impact Factor:
2.8 (2024);
5-Year Impact Factor:
3.2 (2024)
Latest Articles
Clinical and Genetic Characterization of a Novel RYR1 Variant (p.Gln474His) in Malignant Hyperthermia Susceptibility
Genes 2026, 17(1), 13; https://doi.org/10.3390/genes17010013 - 24 Dec 2025
Abstract
Background/Objectives: Malignant hyperthermia (MH) is a life-threatening pharmacogenetic disorder of skeletal muscle calcium regulation and commonly associated with pathogenic variants in the RYR1 gene. Interpretation of rare RYR1 variants remains challenging, particularly when classified as variants of uncertain significance (VUS). This study describes
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Background/Objectives: Malignant hyperthermia (MH) is a life-threatening pharmacogenetic disorder of skeletal muscle calcium regulation and commonly associated with pathogenic variants in the RYR1 gene. Interpretation of rare RYR1 variants remains challenging, particularly when classified as variants of uncertain significance (VUS). This study describes the clinical, functional, and genetic evaluation of a patient with suspected MH susceptibility carrying a rare RYR1 mutation. Methods: We report a retrospective case evaluation of a 32-year-old female referred for MH assessment following a prior peri-operative hypermetabolic event. Clinical records were reviewed, and MH susceptibility was assessed using the caffeine–halothane contracture test (CHCT). Genetic testing was performed using a targeted MH susceptibility gene panel, including RYR1, CACNA1S, and STAC3. Variant classification was conducted following American College of Medical Genetics and Genomics/Association for Molecular Pathology (ACMG/AMP) guidelines. Results: The patient demonstrated a positive CHCT, consistent with MH susceptibility. Genetic analysis identified a rare heterozygous RYR1 missense variant. No pathogenic or likely pathogenic variants were detected in CACNA1S or STAC3. Based on ACMG/AMP criteria, the RYR1 p.Gln474His variant is currently classified as a VUS. However, its localization within the N-terminal regulatory region of RyR1 and concordance with abnormal CHCT findings provide supportive functional context. Conclusions: This case underscores the importance of integrating clinical history, functional contracture testing, and genetic data in the evaluation of MH susceptibility. While functional findings may support biological plausibility, definitive pathogenic classification of rare RYR1 variants requires additional segregation data or mechanistic studies.
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(This article belongs to the Section Human Genomics and Genetic Diseases)
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Brain Matters in Duchenne Muscular Dystrophy: DMD Mutation Sites and Their Association with Neurological Comorbidities Through Isoform Impairment
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Teodora Barbarii, Raluca Anca Tudorache, Dana Craiu, Elena Neagu, Lacramioara Aurelia Brinduse, Carmen Magdalena Burloiu, Catrinel Mihaela Iliescu, Magdalena Budisteanu, Ioana Minciu, Diana Gabriela Barca, Carmen Sandu, Oana Tarta-Arsene, Cristina Pomeran, Cristina Motoescu, Alice Dica, Cristina Anghelescu, Dana Surlica, Adrian Ioan Toma and Niculina Butoianu
Genes 2026, 17(1), 12; https://doi.org/10.3390/genes17010012 - 24 Dec 2025
Abstract
Background: Duchenne/Becker muscular dystrophy (DMD/BMD) is associated with a wide spectrum of brain-related comorbidities. Methods: This retrospective study assesses the neuropsychiatric profile of DMD/BMD patients and the hypothesis of a functional-versus-structural approach of dystrophin gene variants/impaired isoforms in relation to brain comorbidities. Patients with documented
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Background: Duchenne/Becker muscular dystrophy (DMD/BMD) is associated with a wide spectrum of brain-related comorbidities. Methods: This retrospective study assesses the neuropsychiatric profile of DMD/BMD patients and the hypothesis of a functional-versus-structural approach of dystrophin gene variants/impaired isoforms in relation to brain comorbidities. Patients with documented mutation in the DMD gene and neuropsychiatric assessments were included. Seven comorbidities were analyzed based on variant location and dystrophin brain isoform disruption. The clustering of comorbidities and genotype–phenotype correlations were studied. Results: 264 DMD/BMD patients met inclusion criteria. 22 variants have never been described before. A high prevalence of neuropsychiatric comorbidities was identified in the cohort with higher values in patients with distal mutations. The number of comorbidities increased with the number of brain dystrophin isoforms predicted to be lost. Functional-versus-structural comparison revealed that Dp140 5′UTR variants might not affect protein expression. Epilepsy and intellectual disability (ID) showed significant association in this cohort. Neuropsychiatric phenotype varied greatly in patients with identical variants, even between siblings. Conclusions: This is one of the largest European cohorts for which all these comorbidities were studied in association with DMD gene mutation site and the first study of this kind performed on the Eastern European DMD/BMD population. Our group analyzed, for the first time, Dp140 5′UTR variants in relation to all neuropsychiatric phenotypes and showed that epilepsy and ID are strongly associated in DMD/DMB patients.
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(This article belongs to the Special Issue Genetic Diagnosis and Treatment of Duchenne Muscular Dystrophy)
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Assessment of Aggression and Anger Levels in Athletes: A Study on Gene Polymorphisms in Forensic Science
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Buse Sabiha Bozaslan, Emel Hulya Yukseloglu, Nazli Holumen, Itir Erkan, Faruk Celik, Murat Diramali, Sermin Durak and Sakir Umit Zeybek
Genes 2026, 17(1), 11; https://doi.org/10.3390/genes17010011 - 23 Dec 2025
Abstract
Background/Objectives: Many studies in the literature are increasingly focusing on how genes influence the development of individual behaviors and personality traits through genome sequencing. Most research indicates that complex behaviors and their characteristics are influenced by multiple genes, highlighting the crucial role
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Background/Objectives: Many studies in the literature are increasingly focusing on how genes influence the development of individual behaviors and personality traits through genome sequencing. Most research indicates that complex behaviors and their characteristics are influenced by multiple genes, highlighting the crucial role of genetic studies in this field. Behavioral genetics, as a scientific discipline, investigates how genetic factors shape individuals’ behaviors and personality traits. The concepts of violence and aggression, observable in various contexts, have been extensively studied, with a particular focus on the underlying causes of these behaviors. In sports, where physical strength plays a significant role, regulations designed to prevent violent behaviors and aggressive attitudes contribute to the establishment of appropriate behavior patterns and discipline. Methods: This study aims to identify correlations between polymorphisms found in athletes and their responses to questionnaires, focusing on candidate genes known to influence personality and behavior traits, such as catechol-O-methyltransferase (COMT), serotonin transporter (5-HTT), monoamine oxidase (MAO-A), and serotonin 1A transporter (5-HT1A). A total of twenty licensed athletes participated in the study. Participants completed three standardized instruments: the Sportsmanship Behavior Scale (27 items), the Sports Emotion Scale (22 items), and the Anger-Control Scale (34 items). Following the acquisition of informed consent, buccal swab samples were collected for single nucleotide polymorphism (SNP) analysis targeting the COMT, MAO-A, 5- HT1A, and 5-HTT genes. Subsequent to sample collection and questionnaire administration, statistical analyses were conducted to evaluate the relationships among behavioral measures and genetic variants. Results: Overall, the findings point to gene-specific patterns in 5-HTT, MAO-A, and COMT, while no clear pattern emerged for 5-HT1A. Conclusions: Ultimately, this study provides an early exploration of aggression-related genetic patterns within the context of forensic sciences, highlighting preliminary trends and potential associations that may inform the design of future research.
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(This article belongs to the Section Molecular Genetics and Genomics)
Open AccessArticle
Identification of Differentially Expressed Genes and Molecular Pathways Involved in Primary Biliary Cholangitis Using RNA-Seq
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Min Yang, Xiaoyun Shen, Haitao Fu, Jie Lu and Fengying Li
Genes 2026, 17(1), 10; https://doi.org/10.3390/genes17010010 - 22 Dec 2025
Abstract
Objective: This study aims to investigate the functional role of lncRNA STX17-DT, which was previously found to be upregulated in peripheral blood mononuclear cells (PBMCs) of PBC patients, by examining its impact on gene expression and cellular behavior in a human monocyte
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Objective: This study aims to investigate the functional role of lncRNA STX17-DT, which was previously found to be upregulated in peripheral blood mononuclear cells (PBMCs) of PBC patients, by examining its impact on gene expression and cellular behavior in a human monocyte model. Methods: STX17-DT was overexpressed in THP-1 cells, which was assessed via plasmid transfection. Transcriptomic changes were analyzed by RNA sequencing, followed by comprehensive bioinformatics analyses including differential expression, functional enrichment, transcription factor network, and protein–protein interaction (PPI) analysis. Functional validation was performed using CCK-8 and TUNEL assays to assess proliferation and apoptosis, respectively. Results: Overexpression of STX17-DT led to 1973 differentially expressed genes (DEGs), with 1201 upregulated and 772 downregulated. Key upregulated genes included interferon-stimulated genes (e.g., interferon induced protein 44 like (IFI44L), interferon induced protein 44 (IFI44), guanylate binding protein 1(GBP1)) and chemokines (CCL4, CCL8). Upregulated DEGs were significantly enriched in immune-related pathways such as NF-κB signaling, Toll-like receptor signaling, TNF signaling, and cytokine–cytokine receptor interaction. Downregulated genes were involved in metabolic and signaling pathways such as PI3K–Akt, cAMP, and butanoate metabolism. Transcription factor analysis revealed significant alterations in regulators like Yes1 associated transcriptional regulator(YAP1), nuclear receptor subfamily 4 group A member 1(NR4A1), and MAF bZIP transcription factor B(MAFB). PPI network analysis suggested TNF, TLR4, TLR6, and STAT2 as central hubs. Functionally, STX17-DT overexpression enhanced THP-1 cell proliferation and significantly reduced apoptosis. Conclusions: STX17-DT promoted a pro-inflammatory transcriptomic profile and enhanced monocyte survival in our study, suggesting a potential role in PBC immunopathology. It may represent a potential biomarker and therapeutic target, particularly for patients with advanced disease or suboptimal response to ursodeoxycholic acid. Further studies in primary cells, animal models, and histological samples are warranted to validate its role in PBC pathogenesis.
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(This article belongs to the Section RNA)
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Enhancing Ecological Functions in Chinese Yellow Earth: Metagenomic Evidence of Microbial and Nitrogen Cycle Reassembly by Organic Amendments
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Han Wu, Juan Li, Jian Long, Hongkai Liao, Kaixiang Zhan, Hongjie Chen and Fenai Lei
Genes 2026, 17(1), 9; https://doi.org/10.3390/genes17010009 (registering DOI) - 22 Dec 2025
Abstract
Background: Chinese Yellow Earth is a key subtropical agricultural resource in southwestern China; however, its productivity is limited by acidity and poor nutrient retention. This study examined how reduced nitrogen plus organic amendments affect its soil microbial structure and maize yield. Methods: A
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Background: Chinese Yellow Earth is a key subtropical agricultural resource in southwestern China; however, its productivity is limited by acidity and poor nutrient retention. This study examined how reduced nitrogen plus organic amendments affect its soil microbial structure and maize yield. Methods: A field experiment with four treatments evaluated reduced nitrogen fertilization amended with rice husk plus rapeseed cake (RS) or RS with biochar (BC). Soil properties (pH, nitrogen, organic matter) and maize yield were analyzed. Metagenomic analysis (NR database) characterized microbial communities, and correlation analysis with Mantel tests identified key relationships. Results: Combined organic amendments under reduced N significantly increased soil pH, nitrogen components, and organic matter, increasing maize yield by 4.41–8.97%. Metagenomics revealed enriched beneficial genera including Sphingomonas and Bradyrhizobium. Yield positively correlated with nitrate nitrogen and a beneficial microbial cluster containing Lysobacter and Reyranella, whereas Steroidobacter negatively correlated with key fertility indicators. Mantel tests revealed nitrate nitrogen as the primary correlate of functional gene community succession. Conclusions: This study reveals that reduced nitrogen with organic amendments promotes soil improvement and microbial modulation, demonstrating potential as a sustainable practice to maintain crop productivity in Chinese Yellow Earth. The observed trend toward yield improvement underscores its promise and warrants further validation through additional trials. Overall, the findings highlight the beneficial effects of these amendments on soil health and their role in supporting sustainable subtropical agriculture under reduced nitrogen input.
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(This article belongs to the Section Genes & Environments)
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Development of a Liquid-Phased Probe Array for Upland Cotton and Its Application in Cultivar Identification
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Haiyan Tian, Yongping Zhou, Yongqiang Wang, Mengzhe Li, Guiyuan Zhao, Haiying Du, Jianguang Liu and Zhao Geng
Genes 2026, 17(1), 8; https://doi.org/10.3390/genes17010008 - 21 Dec 2025
Abstract
Single-nucleotide polymorphism (SNP) genotyping arrays are important tools for crop genetic research. Addressing the current issues of insufficient accuracy in upland cotton cultivar identification and difficulties in distinguishing closely related germplasm and hybrids, developing an SNP array enabling rapid and accurate cotton cultivar
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Single-nucleotide polymorphism (SNP) genotyping arrays are important tools for crop genetic research. Addressing the current issues of insufficient accuracy in upland cotton cultivar identification and difficulties in distinguishing closely related germplasm and hybrids, developing an SNP array enabling rapid and accurate cotton cultivar identification and applicable to molecular breeding is a key demand in cotton cultivar identification and genetic breeding. This study aims to develop a low-cost and high-precision SNP array for upland cotton (Gossypium hirsutum L.) based on Genotyping by Target Sequencing (GBTS) technology. The array will integrate high accuracy in cultivar identification with applicability to molecular breeding, and this study further aims to clarify its application in cultivar identification. The Cotton 13K SNP array contains 13,571 high-quality SNP loci, including 8658 polymorphic sites derived from resequencing data and 4913 functional loci linked to key agronomic traits. All these loci are relatively evenly distributed across the genome. Genotyping 219 upland cotton cultivars/lines accurately clustered them into four genetic subgroups (K = 4), which closely matched their breeding institutions and geographical origins. Analysis of 44 experimental cotton materials (including sister lines and backcross materials) established a genetic similarity threshold of ≥90% for effectively distinguishing closely related germplasm. Comparative analysis of 38 F1 hybrids and conventional cotton cultivars demonstrated that the average heterozygosity (Het) of hybrids (16.01%) was significantly higher than that of conventional cultivars (5.52%, p < 0.001). A preliminary threshold of Het ≥ 10% was identified for accurate discrimination of cotton hybrids. In conclusion, the Cotton 13K SNP array is a robust tool for population genetic analysis, discrimination of closely related cultivars, and hybrid identification. It also facilitates key molecular breeding steps, including parental evaluation, backcross monitoring, and marker-assisted selection (MAS). Its integration into breeding pipelines is expected to accelerate the development of new cotton varieties.
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(This article belongs to the Section Plant Genetics and Genomics)
Open AccessArticle
The Complete Mitochondrial Genome of Gynostemma pentaphyllum Reveals a Multipartite Structure and Dynamic Evolution in Cucurbitaceae
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Ming Zhu, Yanping Xie, Caiyan Chen and Yun Han
Genes 2026, 17(1), 7; https://doi.org/10.3390/genes17010007 - 20 Dec 2025
Abstract
Background: Gynostemma pentaphyllum (Thunb.) Makino is an important medicinal plant within the Cucurbitaceae family. Despite its economic and pharmacological importance, genomic resources for this species remain limited. Methods: We sequenced and assembled the complete mitochondrial genome of G. pentaphyllum. Comparative analyses were
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Background: Gynostemma pentaphyllum (Thunb.) Makino is an important medicinal plant within the Cucurbitaceae family. Despite its economic and pharmacological importance, genomic resources for this species remain limited. Methods: We sequenced and assembled the complete mitochondrial genome of G. pentaphyllum. Comparative analyses were conducted to investigate the genomic structure, gene content, RNA editing events, and intracellular gene transfer (IGT) from chloroplasts. Additionally, phylogenomic relationships, synteny, and the selective pressure on mitochondrial genes were evaluated against related species within Cucurbitaceae. Results: The ~324 kb mitogenome has a multipartite architecture of six circular-mapping molecules. It encodes the typical complement of mitochondrial protein-coding genes, tRNAs, and rRNAs found in angiosperms. Extensive C-to-U RNA editing, including events that generate functional start and stop codons, points to substantial post-transcriptional regulation. We also detected multiple chloroplast-derived fragments, including several intact genes, indicating active intracellular gene transfer. Phylogenomic analyses of conserved mitochondrial genes place G. pentaphyllum firmly within Cucurbitaceae, clustering it with Thladiantha cordifolia and Momordica charantia, whereas synteny comparisons reveal pronounced structural rearrangements with respect to these close relatives. While most genes evolve under strong purifying selection, rps1, sdh3, and sdh4 show signatures of accelerated evolution; furthermore, haplotype networks based on conserved loci further corroborate the close affinity with T. cordifolia. Conclusions: This study provides the first high-resolution mitogenome resource for G. pentaphyllum and candidate mitochondrial markers for species authentication, evolutionary studies, and breeding in Gynostemma and related cucurbits.
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(This article belongs to the Section Plant Genetics and Genomics)
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Open AccessReview
The Evolving Role of Artificial Intelligence in Medical Genetics: Advancing Healthcare, Research, and Biosafety Management
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Ying-Cheng Wu, Nan Tuo, Guoming Shi, Ka Li, Zhenju Song and Yanying Li
Genes 2026, 17(1), 6; https://doi.org/10.3390/genes17010006 - 19 Dec 2025
Abstract
The integration of artificial intelligence (AI) with medical genetics is transforming healthcare by addressing the analytical challenges posed by the vast complexity of multi-omics data. This review explores the synergistic convergence of these fields, highlighting AI’s transformative role in enhancing diagnostic precision, enabling
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The integration of artificial intelligence (AI) with medical genetics is transforming healthcare by addressing the analytical challenges posed by the vast complexity of multi-omics data. This review explores the synergistic convergence of these fields, highlighting AI’s transformative role in enhancing diagnostic precision, enabling non-invasive molecular profiling through imaging-genetics, and advancing predictive and personalized medicine via polygenic risk scores and pharmacogenomics. AI is also emerging as a powerful generative tool in therapeutic design, accelerating drug discovery, protein engineering, and precision gene editing. However, this powerful synergy introduces significant ethical, regulatory, and biosecurity challenges, including data privacy, algorithmic bias, and the dual-use risks of AI-enabled genetic engineering. The future envisions a responsible co-evolution, with multimodal AI and the concept of the Digital Twin driving precision medicine, underpinned by interdisciplinary collaboration to ensure fairness, transparency, and societal trust. This article charts the current landscape and proposes actionable directions, emphasizing the need for robust governance to harness AI’s potential while mitigating its risks for the benefit of human health.
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(This article belongs to the Section Human Genomics and Genetic Diseases)
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The Species-Specific Inversion Polymorphism of the X Chromosome in Anopheles messeae and Anopheles daciae Is Based on the Common Ancestral Variant X1
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Evgeniya S. Soboleva, Maria V. Sharakhova, Igor V. Sharakhov and Gleb N. Artemov
Genes 2026, 17(1), 5; https://doi.org/10.3390/genes17010005 - 19 Dec 2025
Abstract
Background/Objectives: Chromosomal inversions play an important role in the evolution of insects by forming genetic barriers between closely related species and facilitating local adaptation. Polymorphic inversions in malaria mosquitoes of the Maculipennis subgroup have been studied for over 50 years, yet the
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Background/Objectives: Chromosomal inversions play an important role in the evolution of insects by forming genetic barriers between closely related species and facilitating local adaptation. Polymorphic inversions in malaria mosquitoes of the Maculipennis subgroup have been studied for over 50 years, yet the evolutionary ancestry of the gene orders remains unknown. In this study, we mapped the genes flanking the breakpoints of two polymorphic X-chromosome inversions in the cryptic species Anopheles messeae and Anopheles daciae of the Maculipennis subgroup. Methods: We used an iterative mapping approach to define the breakpoint regions, selecting flanking markers based on the genome assembly of the reference species, Anopheles atroparvus. To identify the ancestral X chromosomal arrangement in An. messeae and An. daciae, we developed and implemented the genomic inversion calculator (GIC), which uses greedy heuristics to determine the shortest evolutionary scenario of rearrangements. Results: Our knowledge of the relative genomic positions of the inversion breakpoints in An. daciae and An. messeae enabled us to use the An. atroparvus genome as an outgroup and the GIC tool to show that the X0 and X2 arrangements emerged independently along the evolutionary lineages of An. daciae and An. messeae, respectively, based on the X1 arrangement. Conclusions: These results refine the structure and boundaries of the X chromosome rearrangements and reconstruct the sequence of evolutionary events in the cryptic complex An. messeae–An. daciae, demonstrating that the X1 arrangement is ancestral. This study lays the groundwork for analyzing the molecular organization of breakpoints, the mechanisms of inversion formation, and their role in speciation.
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(This article belongs to the Section Animal Genetics and Genomics)
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Machine Learning Reveals Common Regulatory Mechanisms Mediated by Autophagy-Related Genes in the Development of Inflammatory Bowel Disease and Major Depressive Disorder
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Gengxian Wang, Luojin Wu, Jiyuan Shi, Mengmeng Sang and Liming Mao
Genes 2026, 17(1), 4; https://doi.org/10.3390/genes17010004 - 19 Dec 2025
Abstract
Background: Major Depressive Disorder (MDD) is more common in patients with Inflammatory Bowel Disease (IBD) than in the general population, suggesting a shared but unclear pathogenesis. Autophagy, a conserved intracellular cleaning process, maintains cellular health by removing debris and recycling nutrients. Given the
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Background: Major Depressive Disorder (MDD) is more common in patients with Inflammatory Bowel Disease (IBD) than in the general population, suggesting a shared but unclear pathogenesis. Autophagy, a conserved intracellular cleaning process, maintains cellular health by removing debris and recycling nutrients. Given the limited research on autophagy in this comorbidity, this study investigated the role of autophagy-related genes in both disorders. Aim: This study aimed to identify shared autophagy-related mechanisms between IBD and MDD and to explore potential therapeutic strategies. Methods: We identified differentially expressed autophagy-related genes (DE-ARGs) in diseased versus normal tissues. Shared DE-ARGs between IBD and MDD were designated Co-DEGs. We analyzed correlations among Co-DEGs and their association with immune cell infiltration. Four machine-learning algorithms were used to pinpoint key biomarkers. Potential therapeutic agents were predicted and validated via molecular docking. Results: We identified 47 shared Co-DEGs. Among these, CASP1 emerged as a cross-disease shared susceptibility-associated gene (SSAG), consistently selected by all machine-learning models. Drug-gene interaction analysis and molecular docking identified compounds that could regulate CASP1. Single-cell analysis suggested CASP1 helps reshape the immune microenvironment in Crohn’s disease. Furthermore, Mendelian randomization identified WDR6 as a shared genetic risk factor for both conditions. Conclusions: Our findings illuminate autophagy-mediated mechanisms linking gut and brain disorders. The identification of CASP1 as a SSAG, along with candidate therapeutics, provides a foundation for future research and targeted treatments for IBD and MDD comorbidity.
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(This article belongs to the Special Issue Advances in Developing Genomics and Computational Approaches)
Open AccessArticle
Pilot Study of Preconception Carrier Screening in Russia: Initial Findings and Challenges
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Andrei S. Glotov, Yulia A. Nasykhova, Tatyana E. Lazareva, Natalya M. Dvoynova, Elena S. Shabanova, Maria M. Danilova, Natalia S. Osinovskaya, Yury A. Barbitoff, Marianna A. Maretina, Elizaveta E. Gorodnicheva, Ziravard N. Tonyan, Anton V. Kiselev, Anastasiia A. Basipova, Olesya N. Bespalova and Igor Yu. Kogan
Genes 2026, 17(1), 3; https://doi.org/10.3390/genes17010003 - 19 Dec 2025
Abstract
Background/Objectives: This study reports on findings from the first preconception screening performed in Russia and provides a comprehensive discussion of the significant results and challenges faced during the implementation of the project. Methods: Using a targeted sequencing panel of 33 genes
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Background/Objectives: This study reports on findings from the first preconception screening performed in Russia and provides a comprehensive discussion of the significant results and challenges faced during the implementation of the project. Methods: Using a targeted sequencing panel of 33 genes (associated with 29 autosomal recessive and 4 X-linked diseases), we analyzed 165 couples considering pregnancy. The screening design also included analysis of the frequent pathogenic variants in the SMN1, DMD, CFTR, and CYP21A2 genes that may not be detected through the next-generation sequencing approach. The sequential screening protocol, wherein the female partner was tested first, was used. Results: The results revealed that 35.8% of women (n = 59) were carriers of at least one pathogenic or likely pathogenic (P/LP) variant, with 7.9% of women (n = 13) carrying variants in two or more genes. Notably, the analysis identified 5 deletions of exon 7 in the SMN1 gene, 1 deletion of the CYP21A2 gene, and 1 large duplication in the DMD gene in female participants. The most frequently identified pathogenic variants occurred in the CYP21A2, GJB2, SERPINA1, and ATP7B genes. The screening identified six couples (3.6% of the cohort) at high risk of having a child with an autosomal recessive or X-linked genetic disorder. Conclusions: This pilot study confirms the high clinical utility of the gene panel, effectively evaluating reproductive risk in couples without a known family history of monogenic diseases. The findings indicate that the observed frequencies of identified gene variants differ from those theoretically expected, with a notable percentage of identified couples being at relatively high risk. Furthermore, these results highlight the indispensable role of comprehensive genetic counseling both before and after testing to ensure an appropriate preconception testing algorithm and informed reproductive decision-making.
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(This article belongs to the Special Issue Advances in Human Reproductive and Prenatal Genetics)
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Open AccessArticle
scSelector: A Flexible Single-Cell Data Analysis Assistant for Biomedical Researchers
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Xiang Gao, Peiqi Wu, Jiani Yu, Xueying Zhu, Shengyao Zhang, Hongxiang Shao, Dan Lu, Xiaojing Hou and Yunqing Liu
Genes 2026, 17(1), 2; https://doi.org/10.3390/genes17010002 - 19 Dec 2025
Abstract
Background: Standard single-cell RNA sequencing (scRNA-seq) analysis workflows face significant limitations, particularly the rigidity of clustering-dependent methods that can obscure subtle cellular heterogeneity and the potential loss of biologically meaningful cells during stringent quality control (QC) filtering. This study aims to develop
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Background: Standard single-cell RNA sequencing (scRNA-seq) analysis workflows face significant limitations, particularly the rigidity of clustering-dependent methods that can obscure subtle cellular heterogeneity and the potential loss of biologically meaningful cells during stringent quality control (QC) filtering. This study aims to develop scSelector (v1.0), an interactive software toolkit designed to empower researchers to flexibly select and analyze cell populations directly from low-dimensional embeddings, guided by their expert biological knowledge. Methods: scSelector was developed using Python, relying on core dependencies such as Scanpy (v1.9.0), Matplotlib (v3.4.0), and NumPy (v1.20.0). It integrates an intuitive lasso selection tool with backend analytical modules for differential expression and functional enrichment analysis. Furthermore, it incorporates Large Language Model (LLM) assistance via API integration (DeepSeek/Gemini) to provide automated, contextually informed cell-type and state prediction reports. Results: Validation across multiple public datasets demonstrated that scSelector effectively resolves functional heterogeneity within broader cell types, such as identifying distinct alpha-cell subpopulations with unique remodeling capabilities in pancreatic tissue. It successfully characterized rare populations, including platelets in PBMCs and extremely low-abundance endothelial cells in liver tissue (as few as 53 cells). Additionally, scSelector revealed that cells discarded by standard QC can represent biologically functional subpopulations, and it accurately dissected the states of outlier cells, such as proliferative NK cells. Conclusions: scSelector provides a flexible, researcher-centric platform that moves beyond the constraints of automated pipelines. By combining interactive selection with AI-assisted interpretation, it enhances the precision of scRNA-seq analysis and facilitates the discovery of novel cell types and complex cellular behaviors.
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(This article belongs to the Section Bioinformatics)
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Gene-Polymorphism Effects on Growth Efficiency in the Kalmyk Breed of Central Asia
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Nurlybay Kazhgaliyev, Kaster Nurgulsim, Miras Gabbassov, Aizhan Makhanbetova, Assylbek Zhanabayev, Ascar Terlikbayev, Tolegen Assanbayev, Maxat Toishimanov and Tlekbol Sharapatov
Genes 2026, 17(1), 1; https://doi.org/10.3390/genes17010001 - 19 Dec 2025
Abstract
Background/Objectives: Understanding the genetic basis of growth and fat deposition is crucial for improving beef productivity in Kalmyk cattle, a breed well adapted to the extreme climatic conditions of Kazakhstan. The present study aimed to determine the effects of single-nucleotide polymorphisms (SNPs) in
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Background/Objectives: Understanding the genetic basis of growth and fat deposition is crucial for improving beef productivity in Kalmyk cattle, a breed well adapted to the extreme climatic conditions of Kazakhstan. The present study aimed to determine the effects of single-nucleotide polymorphisms (SNPs) in the CRTC2 and ELOVL6 genes on intramuscular fat content and to evaluate their associations with growth and meat quality traits in 18-month-old Kalmyk heifers raised under different environmental conditions. Methods: A total of 400 clinically healthy Kalmyk heifers (200 from LLP “Qazaq Asyldary” and 200 from LLP “Agrofirma Turikpen”) were examined. All animals originated from closed breeding herds, and only unrelated individuals without common ancestors to the third generation were included. Zootechnical measurements— live weight, withers height, chest depth, chest girth, and body length—were performed twice by a trained specialist. Backfat thickness and musculus longissimus dorsi depth were measured postmortem. Blood samples were collected for genomic DNA extraction using the GeneJET purification kit, and DNA quality was assessed by Nanodrop, Qubit, and agarose gel electrophoresis. Target fragments of CRTC2 and ELOVL6 were amplified (150–200 bp) and sequenced on an ABI 3500 system. SNP identification, allele frequencies, and genotyping were performed by alignment to the Bos taurus ARS-UCD1.2 reference genome. Statistical analyses were conducted in RStudio using linear and mixed models with “farm” as a random effect. Results: Only one informative polymorphism, g.133528A>G in ELOVL6, was detected. Three genotypes (AA, AG, GG) were observed, with the heterozygous AG genotype showing significantly higher live weight, greater body length, and improved linear measurements compared to AA and GG. No significant associations were detected with backfat thickness or muscle depth. The g.133528A>G polymorphism in ELOVL6 positively influences growth traits without increasing fatness, aligning with the naturally lean phenotype of Kalmyk cattle. Conclusions: The AG genotype may serve as a promising marker for selecting faster-growing animals in marker-assisted breeding programs.
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(This article belongs to the Section Animal Genetics and Genomics)
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Evolution Landscape of PiggyBac (PB) Transposon in Beetles (Coleoptera)
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Quan Wang, Shasha Shi, Bingqing Wang, Xin Chen, Naisu Yang, Bo Gao and Chengyi Song
Genes 2025, 16(12), 1521; https://doi.org/10.3390/genes16121521 - 18 Dec 2025
Abstract
Background/Objectives: The PB family of “cut-and-paste” DNA transposons shows great promise as genetic manipulation tools while significantly impacting eukaryotic genome evolution. However, their evolutionary profile in beetles (Coleoptera), the most species-rich animal order, remains poorly characterized. Methods: A local tBLASTN search
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Background/Objectives: The PB family of “cut-and-paste” DNA transposons shows great promise as genetic manipulation tools while significantly impacting eukaryotic genome evolution. However, their evolutionary profile in beetles (Coleoptera), the most species-rich animal order, remains poorly characterized. Methods: A local tBLASTN search was conducted to mine PiggyBac (PB) transposons across 136 coleopteran insect genomes, using the DDE domain of the PB transposase as the query. Multiple sequence alignment was performed with MAFFT, and a maximum likelihood phylogenetic tree of the transposase DDE domains was constructed using IQ-TREE. Evolutionary dynamics were analyzed by means of K-divergence. Results: Our study reveals PB transposons are widely distributed, highly diverse, and remarkably active across beetles. We detected PB elements in 62 of 136 examined species (45%), classifying them into six distinct clades. A total of 62 PB-containing species harbored intact copies, with most showing recent insertions (K divergence ≈ 0), indicating ongoing transpositional activity. Notably, PB elements from Harmonia axyridis, Apoderus coryli, and Diabrotica balteata exhibit exceptional potential for genetic tool development. Structurally, intact PB elements ranged from 2074 to 3465 bp, each containing a single transposase ORF (500–725 aa). All were flanked by terminal inverted repeats and generated TTAA target site duplications. Conclusions: These findings demonstrate PB transposons have not only shaped historical beetle genome evolution but continue to drive genomic diversification, underscoring their dual significance as natural genome architects and promising biotechnological tools.
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(This article belongs to the Section Bioinformatics)
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Open AccessArticle
The GDF5 rs143384 Polymorphism Is Associated with the Severity of Knee Osteoarthritis and Shorter Stature in Female Brazilian Patients: A Cross-Sectional Study
by
Jamila Alessandra Perini, Igor Stefano Menescal Pedrinha, Lucas Rafael Lopes, Phelippe Augusto Valente Maia, Jéssica Vilarinho Cardoso and Eduardo Branco de Sousa
Genes 2025, 16(12), 1520; https://doi.org/10.3390/genes16121520 - 18 Dec 2025
Abstract
Background/Objectives: Knee osteoarthritis (KOA) is a multifactorial and degenerative disease. Growth differentiation factor 5 (GDF5) polymorphism rs143384 G > A is associated with reduced gene expression and musculoskeletal pathologies. This study aimed to evaluate the association between this functional polymorphism and
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Background/Objectives: Knee osteoarthritis (KOA) is a multifactorial and degenerative disease. Growth differentiation factor 5 (GDF5) polymorphism rs143384 G > A is associated with reduced gene expression and musculoskeletal pathologies. This study aimed to evaluate the association between this functional polymorphism and clinical variability and disease severity among patients with KOA in an admixed population. Methods: This cross-sectional observational study enrolled 224 Brazilian patients with KOA, who were evaluated and classified according to disease severity. Results: The median age was 64 (44–84) years; 75.9% of the patients were female, 50.9% were shorter than 1.60 m, and 67.4% were obese or morbidly obese. The disease severity distribution was 64.7% grades I–III and 35.3% IV–V. Patients with KOA who were over 70 years had significantly more advanced grades (OR = 9.3; 95% CI = 3.4–26), in either female group (OR = 8.2; 95% CI = 2.6–26). The minor allele frequency of the GDF5 rs143384 A variant was 41.7% in the overall KOA case group, increasing with disease severity (39.7% in grades I–III versus 45.6% in IV–V). After adjusting for the confounding factors (age and BMI) the GDF5 GA + AA genotype was significantly associated with higher KOA severity IV–V in female patients (OR = 2.5; 95% CI = 1.2–5.3). Additionally, the mean height of female KOA patients with the GDF5 GA + AA genotype (1.56 ± 0.07 m) was significantly shorter than that of patients with the GG genotype (1.59 ± 0.08 m). Conclusions: The GDF5 rs143384 polymorphism was associated with greater KOA severity and shorter stature in female patients. These results suggest that this variant may contribute to phenotypic variability in patients with knee osteoarthritis, helping to refine clinical characterization and stratification in this population, contributing to personalized diagnoses and guiding future changes in treatment guidelines for knee osteoarthritis.
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(This article belongs to the Special Issue Advances in Genetics of Skeletal Development)
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Sequencing, Assembly, and Comparative Evolutionary Analysis of the Chloroplast Genome of Kenaf (Hibiscus cannabinus L.)
by
Ziyi Zhu, Juan Liu, Shenyue Tang, Qingqing Ji, Xingcai An, Junyuan Dong, Xiahong Luo, Changli Chen, Tingting Liu, Lina Zou, Shaocui Li, Mingbao Luan and Xia An
Genes 2025, 16(12), 1519; https://doi.org/10.3390/genes16121519 - 18 Dec 2025
Abstract
Background: Kenaf (Hibiscus cannabinus L.) is an important fiber crop belonging to the genus Hibiscus in the Malvaceae family. Research on its chloroplast genome holds significant importance for deciphering the evolutionary relationships of the Hibiscus species, developing genetic markers, and promoting kenaf
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Background: Kenaf (Hibiscus cannabinus L.) is an important fiber crop belonging to the genus Hibiscus in the Malvaceae family. Research on its chloroplast genome holds significant importance for deciphering the evolutionary relationships of the Hibiscus species, developing genetic markers, and promoting kenaf (H. cannabinus) genetic breeding. Methods: Based on high-throughput sequencing technology, this study completed the sequencing and assembly of the kenaf (H. cannabinus) chloroplast genome. Results: (1) The kenaf (H. cannabinus) chloroplast genome exhibits a typical circular quadripartite structure with a total length of 163,019 bp, including a large single-copy region (LSC) of 90,467 bp, a small single-copy region (SSC) of 19,486 bp, and a pair of inverted repeat regions (IRa/IRb) of 26,533 bp each. The total GC content is 36.62%, among which, the IR region has the highest GC content (42.61%) and the SSC region the lowest (30.87%). (2) A total of 131 genes were annotated, including 85 mRNAs, 37 tRNAs, 8 rRNAs, and 1 pseudogene. Their functions cover photosynthesis (e.g., pet and atp family genes), self-replication (e.g., rpl, rps, and rpo family genes), and genes with unknown functions (e.g., ycf1 and ycf2). A codon usage bias analysis revealed that the relative synonymous codon usage (RSCU) value of the stop codon UAA is the highest (1.6329), and codons ending with A/U are preferentially used (e.g., GCU for alanine with RSCU = 1.778). (3) A repeat sequence analysis identified various interspersed repeat sequences (predominantly 30~31 bp in length, with a relatively high proportion in the 30~40 bp range, including forward and palindromic types) and simple sequence repeats (cpSSRs). Among them, single-base repeat SSRs account for the highest proportion (e.g., (A)8 and (T)9), and specific SSR primers were designed. (4) A comparative evolutionary analysis indicated that the Ka/Ks ratios (nonsynonymous substitution rate/synonymous substitution rate) of core chloroplast genes (e.g., rps2 and rpoC2) in kenaf (H. cannabinus) are all less than 1 (0.145~0.415), suggesting that they are under purifying selection. The collinearity similarity of chloroplast genomes between kenaf (H. cannabinus) and its closely related species reaches over 99.97%, and the IR region boundaries are relatively conserved. The phylogenetic tree shows that kenaf (H. cannabinus) clusters with closely related Hibiscus species with a 100% bootstrap value, indicating a close genetic relationship. Conclusions: This study provides basic data for the functional analysis of the kenaf (H. cannabinus) chloroplast genome, the phylogeny of Hibiscus, and the utilization of genetic resources.
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(This article belongs to the Special Issue Genetic and Functional Genomics Insights into the Genetic Improvement of Stress Resistance in Economic Crops)
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Open AccessArticle
Genomic and Phenotypic Landscape of Antibiotic Resistance in Gut Lactic Acid Bacteria from Livestock Environments
by
Anna Mikołajczuk-Szczyrba, Karolina Wnęk-Auguścik, Paulina Średnicka, Dziyana Shymialevich, Ewelina Jaroszewska, Adrian Wojtczak, Agnieszka Zapaśnik, Joanna Bucka-Kolendo, Hanna Cieślak and Justyna Nasiłowska
Genes 2025, 16(12), 1518; https://doi.org/10.3390/genes16121518 - 18 Dec 2025
Abstract
Background/Objectives: The widespread use of antibiotics in livestock has raised concerns about commensal gut bacteria, such as lactic acid bacteria (LAB), acting as reservoirs for antimicrobial resistance. This study aimed to characterize the antibiotic resistance profiles of LAB isolated from livestock feces by
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Background/Objectives: The widespread use of antibiotics in livestock has raised concerns about commensal gut bacteria, such as lactic acid bacteria (LAB), acting as reservoirs for antimicrobial resistance. This study aimed to characterize the antibiotic resistance profiles of LAB isolated from livestock feces by combining phenotypic susceptibility testing with whole-genome sequencing (WGS) to identify antibiotic resistance genes (ARGs) and their genomic context. Methods: Four LAB strains from farm animal fecal samples were subjected to antibiotic susceptibility testing for 9 antibiotics (ampicillin, gentamicin, kanamycin, clindamycin, chloramphenicol, erythromycin, streptomycin, tetracycline, and vancomycin) using MIC determinations. WGS was performed on each isolate to detect ARGs using curated databases and to determine the chromosomal or plasmid location of these genes. Results: All four isolates exhibited phenotypic resistance to at least one antibiotic class, most frequently to aminoglycosides. However, discrepancies between phenotype and genotype were noted: resistance to aminoglycosides was common despite the absence of known aminoglycoside-resistance genes, suggesting intrinsic, uptake-related mechanisms. In contrast, one strain carried the chromosomal lsa(D) gene but remained susceptible to clindamycin. WGS revealed that all strains harbored the chromosomal van(T) gene, while one isolate carried three additional plasmid-borne ARGs—erm(B), cat(A), and tet(W)—conferring resistance to macrolide–lincosamide–streptogramin antibiotics, chloramphenicol, and tetracycline. Another strain encoded van(Y), lsa(D), and arr on its chromosome. The detection of multiple plasmid-located ARGs in a single LAB isolate highlights their potential for horizontal gene transfer. Conclusions: This study provides a detailed phenotypic and genomic insight into antibiotic resistance in gut-derived LAB from livestock. The findings highlight that commensal LAB can harbor clinically relevant ARGs—sometimes on mobile genetic elements—without always expressing corresponding resistance phenotypes. Such LAB may serve as a hidden reservoir for antibiotic resistance, raising the risk of ARG dissemination through the food chain. These results underscore the importance of vigilant monitoring and genomic screening of LAB, especially those considered for use in foods or feed, to ensure they do not contribute to the spread of antimicrobial resistance.
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(This article belongs to the Special Issue Advances in Molecular Microbiology, Genetics, and Bioinformatics of Multiple-Drug-Resistant Bacteria in Public Health)
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Open AccessArticle
FOXM1 Maintains Homeostasis and Self-Renewal in Wharton’s Jelly Mesenchymal Stem Cells
by
Nan Li and Qiang Wu
Genes 2025, 16(12), 1517; https://doi.org/10.3390/genes16121517 - 18 Dec 2025
Abstract
Background: The transcription factor FOXM1 is a master regulator of the cell cycle and is implicated in various cell fate decisions. However, its functional role and regulatory network in human Wharton’s jelly mesenchymal stem cells (WJ-MSCs) remain poorly defined. This study aimed to
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Background: The transcription factor FOXM1 is a master regulator of the cell cycle and is implicated in various cell fate decisions. However, its functional role and regulatory network in human Wharton’s jelly mesenchymal stem cells (WJ-MSCs) remain poorly defined. This study aimed to elucidate the comprehensive function of FOXM1 in maintaining WJ-MSC stemness, proliferation, and survival, and to delineate the underlying molecular mechanisms. Methods: We used RNA Interference to knock down FOXM1 in WJ-MSCs. The phenotypic impacts were assessed through CCK-8, colony formation, migration, and flow cytometry assays. We analyzed transcriptomic changes using RNA-seq and verified the results through qRT-PCR and Western blotting. Results: Knockdown of FOXM1 significantly reduced the expression of core pluripotency factors (OCT4, SOX2, and NANOG), impairing stem cell identity and abolishing colony formation and migration capacities. Furthermore, FOXM1 deficiency induced G0/G1 phase cell cycle arrest, downregulated CCND1, and triggered apoptosis through a mechanism involving p53 accumulation, an increased BAX/BCL-2 ratio, and Caspase-3 activation. RNA-seq analysis further corroborated the systematic downregulation of cell cycle pathways and upregulation of apoptotic pathways upon FOXM1 deficiency. Conclusions: Our findings establish FOXM1 as a critical regulatory node that integrates stem cell identity with proliferative and survival signals to maintain WJ-MSC homeostasis. This study redefines FOXM1’s role in stem cell biology and provides a theoretical foundation for enhancing the therapeutic efficacy of WJ-MSCs by modulating this key factor.
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(This article belongs to the Special Issue Genetics and Epigenetics of Cellular Differentiation)
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Comparative Chromosomal Mapping of the 18S rDNA Loci in True Bugs: The First Data for 13 Genera of the Infraorders Cimicomorpha and Pentatomomorpha (Hemiptera, Heteroptera)
by
Natalia V. Golub, Boris A. Anokhin, Snejana Grozeva and Valentina G. Kuznetsova
Genes 2025, 16(12), 1516; https://doi.org/10.3390/genes16121516 - 18 Dec 2025
Abstract
Background/Objectives: Sites of ribosomal RNA genes are the most widely documented regions of chromosomes in various groups of eukaryotes, including insects. Data on the number and chromosomal location of 45S rDNAs (25S, 5.8S, and 18S rDNA) are actively used to study the diversity
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Background/Objectives: Sites of ribosomal RNA genes are the most widely documented regions of chromosomes in various groups of eukaryotes, including insects. Data on the number and chromosomal location of 45S rDNAs (25S, 5.8S, and 18S rDNA) are actively used to study the diversity of karyotypes, the organization of individual chromosomes, and the evolution of entire genomes. In true bugs (suborder Heteroptera), the number and chromosomal distribution of 18S rDNA loci are currently known for less than 0.5% of described species. Although some patterns of rDNA distribution can already be identified both in individual taxa of true bugs and in the suborder as a whole, there are still negligible data. In order to expand our understanding of the diversity of rDNA distribution in Heteroptera, we studied for the first time the location of 18S rDNA in 13 species from 13 genera (seven families) of the infraorders Cimicomorpha and Pentatomomorpha (=Terheteroptera, the terminal group of Heteroptera). Methods: Fluorescence in situ hybridization (FISH) with an 18S rDNA probe was used in our study. Results: In total, we have identified three main types of rDNA arrangement: (1) on autosomes, (2) on the X chromosome, and (3) on autosomes and on the X chromosome simultaneously. In most of the studied species, 18S rDNA loci were detected in the terminal position on one pair of autosomes. Conclusions: This study contributed to the understanding of the chromosomal distribution of rDNA loci in the infraorders Cimicomorpha and Pentatomomorpha and confirmed the importance of rDNA in the reorganization of the genomes of Heteroptera as a whole.
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(This article belongs to the Section Animal Genetics and Genomics)
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Open AccessArticle
Fifteen Years of Myotonic Dystrophy Type 1 in Mexico: Clinical, Molecular, and Socioeconomic Insights from a National Reference Cohort
by
César M. Cerecedo-Zapata, Araceli Guerra-Grajeda, Luz C. Márquez-Quiróz, Paola Arciga-Portela, Rosa E. Escobar-Cedillo, Guadalupe E. Jiménez-Gutiérrez, Óscar A. Pérez-Méndez, Jorge S. Velasco-Flores, Blanca A. Barredo-Prieto, Norberto Leyva-García, Bulmaro Cisneros, Nadia M. Murillo-Melo and Jonathan J. Magaña
Genes 2025, 16(12), 1515; https://doi.org/10.3390/genes16121515 - 17 Dec 2025
Abstract
Background/Objectives: Myotonic dystrophy type 1 (DM1) is a rare, multisystemic disorder caused by an expanded (CTG)n repeat in the DMPK gene. Although DM1 has been studied in several populations, access to molecular diagnosis and comprehensive care remains limited in many low- and
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Background/Objectives: Myotonic dystrophy type 1 (DM1) is a rare, multisystemic disorder caused by an expanded (CTG)n repeat in the DMPK gene. Although DM1 has been studied in several populations, access to molecular diagnosis and comprehensive care remains limited in many low- and middle-income countries. This study provides an updated overview of DM1 in Mexico, from diagnostic implementation to patient management, describing key clinical and genetic findings. Methods: We conducted a nationwide, 15-year prospective study at Mexico’s National Reference Center for neuromuscular diseases. A total of 853 individuals at risk were subjected to clinical and molecular evaluation using PCR, TP-PCR, and SP-PCR, encompassing symptomatic, pre-symptomatic, prenatal, and preimplantation genetic diagnosis. Socioeconomic, clinical, and molecular variables were analyzed. Results: A total of 488 individuals were confirmed as DM1 carriers, with the most prevalent phenotypes being classic (36.5%) and juvenile (28.5%). Genomic analysis revealed a correlation between CTG tract sizes and phenotypes. Intriguingly, interrupted CTG repeat tracts were identified in 2.8% of DM1 carriers, who exhibited milder clinical phenotypes and a reduced degree of somatic and intergenerational instability. Survival analysis revealed a reduction in symptom-free survival in patients with larger expansions, while interrupted CTG tracts were associated with delayed onset. Conclusions: The centralization of diagnostic services in Mexico resulted in regional disparities, impacting early diagnosis and family planning. This study highlights the clinical and molecular diversity of DM1 in a Latin American population and underscores the urgent need for decentralized diagnostic services, integrated care models, and tailored prognostic tools in underserved settings.
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(This article belongs to the Special Issue Diagnosis, Management and Therapy of Rare Diseases)
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