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Method: Scalable cell-specific coexpression networks for granular regulatory pattern discovery with NeighbourNet
- Yidi Deng,
- Jiadong Mao,
- Jarny Choi,
- and Kim-Anh Lê Cao
Genome Res. March 5, 2026 ; Published in Advance March 5, 2026, doi:10.1101/gr.281171.125
...matrix factorization technique to summarize and interpret large-scale coexpression data as metanetworks andmeta-genes, revealing overarching coexpression patterns and principal regulatory programs (Fig. 3A2). We demonstrate that the NNet framework facilitates accurate identification of pivotal points...
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Resource: Cell type–specific gene regulatory atlas prioritizes drug targets and repurposable medicines in Alzheimer's disease
- Yunxiao Ren,
- Ming Hu,
- Yang E. Li,
- Andrew A. Pieper,
- Jeffrey Cummings,
- and Feixiong Cheng
Genome Res. March 2026 36: 645-659; Published in Advance January 21, 2026, doi:10.1101/gr.280436.125
...–specific cis-regulatory DNA elements (CREs), we pinpoint 141 ADNC-associated genes. Using gene set enrichment analysis (GSEA) and network proximity analysis, we further identify nine candidate repurposable drugs that were associated with these ADNC-related genes. In summary, this cell type–specific multiomic...
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Method: A scalable computational framework for predicting gene expression from candidate cis-regulatory elements
- Qinhu Zhang,
- Siguo Wang,
- Zhipeng Li,
- Wenzheng Bao,
- Wenjian Liu,
- and De-Shuang Huang
Genome Res. February 2026 36: 361-374; Published in Advance January 16, 2026, doi:10.1101/gr.281219.125
...to perform comprehensive motif analysis on DNA sequences, to discover TF motifs from these TPs. The most relevant discovered motifs were matched against HOCOMOCO V11 (Kulakovskiy et al. 2018) using TOMTOM (Gupta et al. 2007). As shown in Figure 6A, we identified a series of important TF motifs...
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Resource: Quadrupia provides a comprehensive catalog of G-quadruplexes across genomes from the tree of life
- Nikol Chantzi,
- Akshatha Nayak,
- Fotis A. Baltoumas,
- Eleni Aplakidou,
- Shiau Wei Liew,
- Jesslyn Elvaretta Galuh,
- Michail Patsakis,
- Austin Montgomery,
- Camille Moeckel,
- Ioannis Mouratidis,
- Saiful Arefeen Sazed,
- Wilfried Guiblet,
- Panagiotis Karmiris-Obratański,
- Guliang Wang,
- Apostolos Zaravinos,
- Karen M. Vasquez,
- Chun Kit Kwok,
- Georgios A. Pavlopoulos,
- and Ilias Georgakopoulos-Soares
Genome Res. November 2025 35: 2578-2600; Published in Advance August 26, 2025, doi:10.1101/gr.279790.124
...opportunities for researchers to delve into the functional, regulatory, and evolutionary origin of G4 DNA, using the plethora of available complete organismal s.ResultsIdentification of potential G4-forming sequences in organismal s across the tree of lifeWe examined 108,459 organismal reference s spanning...
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Research: Genomic regulatory landscape underlying the antiviral response of Atlantic salmon
- Shahmir Naseer,
- Thomas C Clark,
- Bertrand Collet,
- Pooran Dewari,
- Damir Baranasic,
- Daniel J Macqueen,
- Pierre Boudinot,
- and Samuel A.M. Martin
Genome Res. October 22, 2025 gr.280579.125; Published in Advance October 22, 2025, doi:10.1101/gr.280579.125
...used to map 51 open chromatin and histone modifications across the , enabling the identification of 52 putative regulatory elements. While these assays are powerful, they have limitations, 53 including the potential for false positives (regions that are accessible but not functionally 54 active...
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Research: Functional genomics analysis of developing zebrafish and human endoderm reveals highly conserved cis-regulatory modules acting during vertebrate organogenesis
- Daniela M. Riley,
- Randa Elsayed,
- Mark D. Walsh,
- Simaran Johal,
- Ying Lin,
- Harry Walton,
- Till Bretschneider,
- Sascha Ott,
- and Andrew C. Nelson
Genome Res. March 4, 2026 ; Published in Advance March 4, 2026, doi:10.1101/gr.280838.125
...disparate vertebrate species is therefore generally lacking. Identification of tissue-specific CRMs and their key operative TFs is pivotal to understanding how gene regulatory control of cell fate decisions is achieved during normal development. Furthermore, to understand the basis for developmental...
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Method: Recovering gene regulatory networks in single-cell multi-omics data with PRISM-GRN
- Wenhao Zhang,
- Lan Cao,
- Xiaoxuan Gu,
- Yongyu Long,
- and Ying Wang
Genome Res. January 2026 36: 142-158; Published in Advance October 9, 2025, doi:10.1101/gr.280757.125
...to comprehensively map GRNs (Badia-i-Mompel et al. 2023). High-throughput RNA sequencing (RNA-seq), which enables -wide analysis of the cellular transcriptome on bulk cells (Ozsolak and Milos 2011), has revolutionized GRN inference by enabling the computational derivation of regulatory networks from gene expression...
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Method: High-fidelity bidirectional translation between single-cell transcriptomes and DNA methylomes with scBOND
- Kehan Lang,
- Chenyang Jia,
- Siyu Li,
- Yi Guo,
- Dingjun Hu,
- and Shengquan Chen
Genome Res. March 26, 2026 ; Published in Advance March 26, 2026, doi:10.1101/gr.281350.125
...as a fundamental technique for characterizing the functional state of individual cells. Complementary to scRNAseq, single-cell DNA methylation (scDNAm) sequencing provides -wide maps of epigenetic modifications at single-cell resolution, offering insights into the regulatory mechanisms underlying gene expression...
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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
..., this is the most comprehensive resource of its kind. This data set contains three modification types: 4mC, 5mC, and 6mA. The 4mC modification data are integrated from data sets established in Hyb4mC (Liang et al. 2022), iDNA-MS (Lv et al. 2020), and DeepTorrent (Liu et al. 2021a). All collected 4mC sequences (41...
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Research: A gene regulatory element modulates myosin expression and controls cardiomyocyte response to stress
- Taylor Anglen,
- Irene M. Kaplow,
- Baekgyu Choi,
- Enya Dewars,
- Robin M. Perelli,
- Kevin T. Hagy,
- Duc Tran,
- Megan E. Ramaker,
- Svati H. Shah,
- Inkyung Jung,
- Andrew P. Landstrom,
- Ravi Karra,
- Yarui Diao,
- and Charles A. Gersbach
Genome Res. November 2025 35: 2418-2432; Published in Advance October 22, 2025, doi:10.1101/gr.280825.125
...analysis on iPSC-CMs under various states of maturation. We identified novel regulatory regions that function in CMs. We developed a more comprehensive model by which MYH6 and MYH7 are regulated, adding to previous work related to the C3 enhancer (Gacita et al. 2021). We found evidence of dynamic...
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