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Method: EnDeep4mC predicts DNA N⁴-methylcytosine sites using a dual-adaptive feature encoding framework in deep ensembles
- Shuyu Zhang,
- Quan Zou,
- Mengting Niu,
- Zhibin Lv,
- Antony Stalin,
- and Ximei Luo
Genome Res. March 2026 36: 589-599; Published in Advance February 17, 2026, doi:10.1101/gr.280977.125
...suppression phenomenon of CpG islands in mammals (Deaton and Bird 2011).Despite the robust cross-species predictive performance of EnDeep4mC, our approach is subject to certain limitations. Specifically, the inference of methylation profiles across species inherently assumes conserved regulatory mechanisms...
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Research: Cell-type- and chromosome-specific chromatin landscapes and DNA replication programs of Drosophila testis tumor stem cell–like cells
- Jennifer A. Urban,
- Daniel Ringwalt,
- John M. Urban,
- Wingel Xue,
- Ryan Gleason,
- Keji Zhao,
- and Xin Chen
Genome Res. January 2026 36: 83-101; Published in Advance December 10, 2025, doi:10.1101/gr.280809.125
...Cell-type- and chromosome-specific chromatin landscapes and DNA replication programs of Drosophila testis tumor stem cell–like cells Jennifer A. Urban1, Daniel Ringwalt1, John M. Urban2,3, Wingel Xue1,5, Ryan Gleason1, Keji Zhao4 and Xin Chen1,2 1Department of Biology, The Johns Hopkins University...
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Research: Characterization of DNA methylation reader proteins in Arabidopsis thaliana
- Jonathan Cahn,
- James P.B. Lloyd,
- Ino D. Karemaker,
- Pascal W.T.C. Jansen,
- Jahnvi Pflueger,
- Owen Duncan,
- Jakob Petereit,
- Ozren Bogdanovic,
- A. Harvey Millar,
- Michiel Vermeulen,
- and Ryan Lister
Genome Res. December 2024 34: 2229-2243; Published in Advance December 4, 2024, doi:10.1101/gr.279379.124
...author: ryan.lister@uwa.edu.auAbstractIn plants, cytosine DNA methylation (mC) is largely associated with transcriptional repression of transposable elements, but it can also be found in the body of expressed genes, referred to as gene body methylation (gbM). gbM is correlated with ubiquitously expressed...
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Research: An iPSC-based model of 47,XYY Jacobs syndrome reveals a DNA methylation-independent transcriptional dysregulation shared with male X aneuploid cells
- Veronica Astro,
- Kelly Yojanna Cardona-Londoño,
- Lorena Viridiana Cortés-Medina,
- Rawan Alghamdi,
- Gustavo Ramírez-Calderón,
- Fotios Kefalas,
- Jair Dilmé-Capó,
- Santiago Radío,
- and Antonio Adamo
Genome Res. July 2025 35: 1503-1517; Published in Advance June 10, 2025, doi:10.1101/gr.279716.124
...(Supplemental Fig. S17A). We found that the number of significant differentially methylated CpGs in fibroblasts is higher than in iPSCs (Supplemental Fig. S18A,B). Next, we assessed the methylation status of the Y Chromosome in the two cell types. Primary fibroblasts displayed a heterogeneous pattern of CpG...
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Research: Epigenetic drift score captures directional methylation variability and links aging to transcriptional, metabolic, and genetic alterations
- Xiu Fan,
- Qili Qian,
- Wenran Li,
- Tianzi Liu,
- Changqing Zeng,
- Peilin Jia,
- Huandong Lin,
- Xin Gao,
- Li Jin,
- Mingfeng Xia,
- Sijia Wang,
- and Fan Liu
Genome Res. October 2025 35: 2173-2188; Published in Advance August 1, 2025, doi:10.1101/gr.280155.124
...(Li and Tollefsbol 2016; López-Otín et al. 2023). Among these, DNA methylation drift has emerged as the most extensively characterized component of epigenetic aging. It is typified by increased variance in methylation levels at specific CpG sites—termed drift-CpGs—over chronological age...
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Research: Transposable elements contribute to the evolution of host shift–related genes in cactophilic Drosophila species
- Daniel Siqueira de Oliveira,
- Anaïs Larue,
- William Vilas Boas Nunes,
- Francois Sabot,
- Alejandra Bodelón,
- María Pilar García Guerreiro,
- Cristina Vieira,
- and Claudia Marcia Aparecida Carareto
Genome Res. March 2026 36: 487-505; Published in Advance February 10, 2026, doi:10.1101/gr.280463.125
...with the consensuses (x-axis), based on the Kimura two-parameter (K2P) model corrected with CpG. The copies located on the left of the graph have low divergence with their respective consensus, hence inferring that they might be conserved/recent/active, whereas copies on the right side represent copies with high...
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Mini-Review: Evolution of genome-wide methylation profiling technologies
- Carolina Montano and
- Winston Timp
Genome Res. April 2025 35: 572-582; doi:10.1101/gr.278407.123
...detection of repeat counts combined with methylation over AR or RP2 CpG islands (Johansson et al. 2023) or even using chromatin accessibility (Lee et al. 2020; Vollger et al. 2025).Long cell-free DNACell-free DNA (cfDNA) fragments circulating in bodily fluids like plasma and urine carry unique methylation...
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Research: Genome-wide profiles of H3K9me3, H3K27me3 modifications, and DNA methylation during diapause of Asian corn borer (Ostrinia furnacalis)
- Pengfei Lv,
- Xingzhuo Yang,
- Xianguo Zhao,
- Zhangwu Zhao,
- and Juan Du
Genome Res. May 2024 34: 725-739; Published in Advance June 12, 2024, doi:10.1101/gr.278661.123
...in Drosophila. However, the genomic distribution of these DNA and histone modifications at different stages of diapause and the dynamic changes of the distributions need to be identified to better understand the mechanism of these epigenetic modifications.To gain a deeper understanding of the epigenetic control...
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Research: Assessing DNA methylation detection for primary human tissue using Nanopore sequencing
- Rylee Genner,
- Stuart Akeson,
- Melissa Meredith,
- Pilar Alvarez Jerez,
- Laksh Malik,
- Breeana Baker,
- Abigail Miano-Burkhardt,
- CARD-long-read Team,
- Benedict Paten,
- Kimberley J. Billingsley,
- Cornelis Blauwendraat,
- and Miten Jain
Genome Res. April 2025 35: 632-643; Published in Advance March 7, 2025, doi:10.1101/gr.279159.124
...to the transcription machinery. As a result, transcription levels can undergo repression leading to a silencing effect of the associated gene. The dominant form of DNA methylation in terminally differentiated human cells occurs proximal to a guanosine residue, and the resulting loci are often referred to as CpG sites...
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Research: A DNA methylation haplotype block landscape in human tissues and preimplantation embryos reveals regulatory elements defined by comethylation patterns
- Yan Feng,
- Zhiqiang Zhang,
- Yuyang Hong,
- Yi Ding,
- Leiqin Liu,
- Siqi Gao,
- Hai Fang,
- and Jiantao Shi
Genome Res. December 2023 33: 2041-2052; Published in Advance November 8, 2023, doi:10.1101/gr.278146.123
...methylation–associated regulatory regions such as UMRs and LMRs.ResultsA landscape of MHBs established for 17 representative human normal tissuesLocal CpG sites can show comethylation, quantified by LD of epialleles in DNA MHAPs, with LD R2 calculated from phased DNA methylation statuses (Supplemental Fig. S1...

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