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  • Open Access

    ARTICLE

    Addressing Class Overlap in Sonic Hedgehog Medulloblastoma Molecular Subtypes Classification Using Under-Sampling and SVD-Enhanced Multinomial Regression

    Isra Mohammed1, Mohamed Elhafiz M. Musa2, Murtada K. Elbashir3,*, Ayman Mohamed Mostafa3, Amin Ibrahim Adam4, Mahmood A. Mahmood3, Areeg S. Faggad5

    CMC-Computers, Materials & Continua, Vol.84, No.2, pp. 3749-3763, 2025, DOI:10.32604/cmc.2025.063880 - 03 July 2025

    Abstract Sonic Hedgehog Medulloblastoma (SHH-MB) is one of the four primary molecular subgroups of Medulloblastoma. It is estimated to be responsible for nearly one-third of all MB cases. Using transcriptomic and DNA methylation profiling techniques, new developments in this field determined four molecular subtypes for SHH-MB. SHH-MB subtypes show distinct DNA methylation patterns that allow their discrimination from overlapping subtypes and predict clinical outcomes. Class overlapping occurs when two or more classes share common features, making it difficult to distinguish them as separate. Using the DNA methylation dataset, a novel classification technique is presented to address… More >

  • Open Access

    REVIEW

    Use of DNA methylation patterns for early detection and management of lung cancer: Are we there yet?

    MILICA KONTIC1,2,*, FILIP MARKOVIC1

    Oncology Research, Vol.33, No.4, pp. 781-793, 2025, DOI:10.32604/or.2024.057231 - 19 March 2025

    Abstract Detecting lung cancer early is crucial for improving survival rates, yet it remains a significant challenge due to many cases being diagnosed at advanced stages. This review aims to provide advances in epigenetics which have highlighted DNA methylation patterns as promising biomarkers for early detection, prognosis, and treatment response in lung cancer. Techniques like bisulfite conversion followed by PCR, digital droplet polymerase chain reaction, and next-generation sequencing are commonly used for detecting these methylation patterns, which occur early in the cancer development process and can be detected in non-invasive samples like blood and sputum. Key… More >

  • Open Access

    ARTICLE

    Cloning, Characterization and Transformation of Methyltransferase 2a Gene (Zmet2a) in Maize (Zea mays L.)

    Xin Qi1,#, Yu Wang1,#, Xing Zhang1, Xiaoshuang Wei1, Xinyang Liu1, Zhennan Wang1, Zhenhui Wang1,*, Fenglou Ling2,*

    Phyton-International Journal of Experimental Botany, Vol.93, No.7, pp. 1767-1779, 2024, DOI:10.32604/phyton.2024.052844 - 30 July 2024

    Abstract DNA methylation is an important epigenetic regulatory mechanism, it regulates gene expression by recruiting proteins involved in gene repression or by inhibiting the binding of transcription factor(s) to DNA. In this study, a novel methyltransferase 2a gene (Zmet2a) was cloned in maize and identified by polymerase chain reaction-base (PCR-base) using a bioinformatics strategy. The Zmet2a cDNA sequence is 2739 bp long and translates to 912 amino acid peptides. The Zmet2a protein revealed that it contains BAH and CHROMO structural domains, is a non-transmembrane protein that is hydrophilically unstable, and has no signal peptide structure. Meanwhile, we verified More >

  • Open Access

    ARTICLE

    DNA Methylation Variation Is Identified in Monozygotic Twins Discordant for Congenital Heart Diseases

    Shuliang Xia1,2,3,#, Huikang Tao2,#, Shixin Su4, Xinxin Chen2, Li Ma2, Jianru Li5, Bei Gao6, Xumei Liu5, Lei Pi7, Jinqing Feng4, Fengxiang Li2, Jia Li4,*, Zhiwei Zhang1,3,*

    Congenital Heart Disease, Vol.19, No.2, pp. 247-256, 2024, DOI:10.32604/chd.2024.052583 - 16 May 2024

    Abstract Aims: Multiple genes and environmental factors are known to be involved in congenital heart disease (CHD), but epigenetic variation has received little attention. Monozygotic (MZ) twins with CHD provide a unique model for exploring this phenomenon. In order to investigate the potential role of Deoxyribonucleic Acid (DNA) methylation in CHD pathogenesis, the present study examined DNA methylation variation in MZ twins discordant for CHD, especially ventricular septal defect (VSD). Methods and Results: Using genome-wide DNA methylation profiles, we identified 4004 differentially methylated regions (DMRs) in 18 MZ twin pairs discordant for CHD, and 2826 genes were… More > Graphic Abstract

    DNA Methylation Variation Is Identified in Monozygotic Twins Discordant for Congenital Heart Diseases

  • Open Access

    REVIEW

    DNA methylation as a mediator of epigenetic regulation in the pathogenesis and precision medicine of osteoarthritis: An updated review

    QIAO ZHOU1,2,3, JIAN LIU2,4, LING XIN4, YANYAN FANG2,4, LEI WAN2,4, DAN HUANG2,4, JINCHEN GUO1, JIANTING WEN2,4

    BIOCELL, Vol.47, No.4, pp. 761-772, 2023, DOI:10.32604/biocell.2023.026698 - 08 March 2023

    Abstract The pathophysiology of osteoarthritis (OA) is multifactorial, with the primary risk factors being obesity, age, environmental variables, and genetic predisposition. The available evidence suggests that genetic diversity does not adequately account for all clinical characteristics and heterogeneity of OA. Genetics has emerged as a nascent and crucial area of research in OA. The epigenetic module presents a potential link between genetic and environmental risk factors and the susceptibility and pathogenesis of OA. As a critical epigenetic alteration, DNA methylation has been shown to have an important role in the etiology of OA and is a More >

  • Open Access

    ARTICLE

    A Metaheuristic Technique for Cluster-Based Feature Selection of DNA Methylation Data for Cancer

    Noureldin Eissa1,2,*, Uswah Khairuddin1,3, Rubiyah Yusof1, Ahmed Madani2

    CMC-Computers, Materials & Continua, Vol.74, No.2, pp. 2817-2838, 2023, DOI:10.32604/cmc.2023.033632 - 31 October 2022

    Abstract Epigenetics is the study of phenotypic variations that do not alter DNA sequences. Cancer epigenetics has grown rapidly over the past few years as epigenetic alterations exist in all human cancers. One of these alterations is DNA methylation; an epigenetic process that regulates gene expression and often occurs at tumor suppressor gene loci in cancer. Therefore, studying this methylation process may shed light on different gene functions that cannot otherwise be interpreted using the changes that occur in DNA sequences. Currently, microarray technologies; such as Illumina Infinium BeadChip assays; are used to study DNA methylation… More >

  • Open Access

    ARTICLE

    The Effect of Methylation Modification of MDD on the Expression of Key Genes in the Process of Saponin Synthesis in Eleutherococcus senticosus

    Minghui Cui, Limei Lin, Jie Zhang, Xin Song, Shuo Wang, Jing Dong, Xuelei Zhao, Yuehong Long*, Zhaobin Xing*

    Phyton-International Journal of Experimental Botany, Vol.91, No.12, pp. 2649-2668, 2022, DOI:10.32604/phyton.2022.021631 - 29 August 2022

    Abstract Mevalonate pyrophosphate decarboxylase is a kind of key enzyme in the terpenoid synthesis pathway in Eleutherococcus senticosus. The results of bisulfite sequencing showed that there were three kinds of samples with a low (0.68%), medium (0.72%) and high (0.79%) DNA methylation ratio in the promoter of MDD in E. senticosus, respectively. The transcriptome sequencing results showed that the expression of MDD in E. senticosus was significantly up-regulated in the types with low DNA methylation ratios of MDD (P < 0.05). There was a significant negative correlation between the saponin content in E. senticosus and the DNA methylation ratio of MDD promoter (PMore >

  • Open Access

    ARTICLE

    Immune-related DNA methylation signature associated with APLN expression predicts prognostic of hepatocellular carcinoma

    FEIFEI TIAN1, HUAN HU1, DI WANG1, HUAN DING1, QINGJIA CHI2, HUAPING LIANG3, WENLI ZENG4,*

    BIOCELL, Vol.46, No.10, pp. 2291-2301, 2022, DOI:10.32604/biocell.2022.020198 - 13 June 2022

    Abstract This study used transcriptome and epigenetic data to predict the prognosis of immune-related genes (IRGs) Apelin (APLN) in patients with hepatocellular carcinoma (HCC). The TCGA database has gene expression and clinical data for HCC. And DNA methylation 450 k data for HCC was download from the University of California Santa Cruz (UCSC) Xena browser. Performing clinical and prognostic analysis of APLN expression, results show that APLN is highly expressed in tumor samples. And it has an increasing trend with the development of clinical stage and T stage. To explore the prognostic role of APLN, the… More >

  • Open Access

    ARTICLE

    Age-Related Alterations in DNA Methylation and APETALA2 (AP2) Levels in Herbaceous Peony (Paeonia lactiflora Pall.)

    Yanqing Wu1,2, Jiao Liu1, Yuhan Tang2, Daqiu Zhao2, Jun Tao1,2,*

    Phyton-International Journal of Experimental Botany, Vol.91, No.9, pp. 2005-2016, 2022, DOI:10.32604/phyton.2022.021062 - 13 May 2022

    Abstract The ornamental and commercial values of herbaceous peony (Paeonia lactiflora Pall.) are directly related to its flower pattern. However, the molecular mechanisms underlying the type formation of P. lactiflora flowers have not been studied in great detail. Previous studies identified, using integrated multipleomics analysis, revealed that APETALA2 (AP2) is an important candidate gene that modulates type formation of P. lactiflora flowers. To further reveal the expression mechanism of AP2 in P. lactiflora petals, we examined the profile of AP2 expression in the inner and outer petals of ‘ZiFengyu’ at various developmental stages using qRT-PCR and BSP+Miseq methylation analysis. Based on our data,… More >

  • Open Access

    ARTICLE

    Aberrant DNA methylation of the promoters of JAK2 and SOCS3 in juvenile systemic lupus erythematosus

    Mahsa Keshavarz-Fathi1,2,3, Golshid Sanati3,4,5, Maryam Sadr3, Bahareh Mohebbi3, Vahid Ziaee6,7, Nima Rezaei3,5,8

    European Cytokine Network, Vol.32, No.3, pp. 48-54, 2021, DOI:10.1684/ecn.2021.0469

    Abstract Cytokine dysregulation is one of the important hallmarks of systemic lupus erythematosus (SLE) in both pediatric and adult patients. Owing to the substantial role of Janus kinase (JAK) and suppressor of cytokine signaling (SOCS) in cytokine signaling, we compared the methylation status of the promoter of JAK2 and SOCS3 between patients with JSLE and healthy controls. Methods: Peripheral blood samples were obtained from patients with JSLE and healthy controls. The promoter methylation was assessed by using the bisulfite conversion system and real-time quantitative multiplex methylation-specific PCR (QM-MSP). Results: The methylation assessments were performed on the… More >

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