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Research: Confounding factors in assessing the enriched expression of somatic mutant alleles in bulk tumor samples
- Kohei Hagiwara,
- Andrew Thrasher,
- Nadezhda V. Terekhanova,
- and Jinghui Zhang
Genome Res. March 4, 2026 ; Published in Advance March 4, 2026, doi:10.1101/gr.281003.125
...of somatic mutation may need to incorporate noncoding cis-regulatory variants from WGS, DNA methylation, and miRNA-seq data along with RNA-seq data generated from total RNA extraction to capture more heterozygous SNPs. Of note, this study yielded a valuable byproduct: The confounding effect can be exploited...
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Resource: Binding profiles for 961 Drosophila and C. elegans transcription factors reveal tissue-specific regulatory relationships
- Michelle Kudron,
- Louis Gevirtzman,
- Alec Victorsen,
- Bridget C. Lear,
- Jiahao Gao,
- Jinrui Xu,
- Swapna Samanta,
- Emily Frink,
- Adri Tran-Pearson,
- Chau Huynh,
- Dionne Vafeados,
- Ann Hammonds,
- William Fisher,
- Martha Wall,
- Greg Wesseling,
- Vanessa Hernandez,
- Zhichun Lin,
- Mary Kasparian,
- Kevin White,
- Ravi Allada,
- Mark Gerstein,
- LaDeana Hillier,
- Susan E. Celniker,
- Valerie Reinke,
- and Robert H. Waterston
Genome Res. December 2024 34: 2319-2334; Published in Advance October 22, 2024, doi:10.1101/gr.279037.124
...organism Encyclopedia of Regulatory Networks) consortia to systematically assay TF binding events in vivo in two major model organisms, Drosophila melanogaster (fly) and Caenorhabditis elegans (worm). These data sets comprise 605 TFs identifying 3.6 M sites in the fly and 356 TFs identifying 0.9 M sites...
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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. April 2026 36: 785-801; Published in Advance March 5, 2026, doi:10.1101/gr.281171.125
...precise representation of the regulatory dynamics of these TFs, highlighting a distinct switching behavior between GATA2 and GATA1. (E) Meta-TF analysis assigns TF weights that define modules (i.e., soft clusters) of TFs based on their coexpression patterns. Aggregating TFs according to these modules...
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Research: Cohesin organizes 3D DNA contacts surrounding active enhancers in C. elegans
- Jun Kim,
- Haoyu Wang,
- and Sevinç Ercan
Genome Res. May 2025 35: 1108-1123; Published in Advance April 10, 2025, doi:10.1101/gr.279365.124
...to emerge from collision among cohesins (Hafner et al. 2023).Collision between loop extruders may be a general feature of SMC complexes. In C. elegans, a specialized condensin I complex for DC is loaded at distinct cis-regulatory elements on the X Chromosomes (Kim et al. 2022). The loading sites also form...
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Method: Iterative improvement of deep learning models using synthetic regulatory genomics
- André M. Ribeiro-dos-Santos and
- Matthew T. Maurano
Genome Res. November 2025 35: 2539-2549; Published in Advance October 22, 2025, doi:10.1101/gr.280540.125
...). They all presented similar performances, and any can be considered an adequate architecture.View larger version: In this window In a new window Figure 6. Improved model prediction by incorporating synthetic regulatory genomics data. (A) Enformer fine-tuning architecture. (B) Data set augmentation...
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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. April 2026 36: 695-712; Published in Advance March 4, 2026, doi:10.1101/gr.280838.125
...(Woolfe et al. 2005; Elgar 2009; Nelson and Wardle 2013). That such genes appear to be regulated by HCNEs suggests particular constraints on the regulatory logic and architecture of trans-dev gene CRMs, although the understanding of this is currently lacking.Although the importance and complete range...
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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
...) and false negatives (context-dependent enhancers that may be missed in bulk 55 analysis). Nonetheless, ATAC-seq and ChIP-seq have proven effective in both mammalian 56 and teleost systems for revealing the epigenomic architecture of immune tissues and 57 mapping regulatory elements associated...
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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
..., and epigenomic tracks from discrete cCREs. A series of comparative experiments demonstrates the superiority and scalability of ScPGE. By comprehensively analyzing ScPGE's predictions, we identified distinct regulatory patterns in TPs, FPs, TNs, and FNs, particularly a pattern in TPs where the regulatory effect...
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Resource: Multitissue single-nucleus RNA-seq reveals cell type–specific regulatory patterns of alternative polyadenylation in pigs
- Qiuhan Wen,
- Zhen Wang,
- Qi Bao,
- Tianli Ding,
- Haihan Zhang,
- Jianbo Li,
- Zhuang Liu,
- Jieping Huang,
- and Guoqiang Yi
Genome Res. September 2025 35: 2116-2129; Published in Advance June 16, 2025, doi:10.1101/gr.280095.124
...Multitissue single-nucleus RNA-seq reveals cell type–specific regulatory patterns of alternative polyadenylation in pigs Qiuhan Wen1,2, Zhen Wang1, Qi Bao1, Tianli Ding1, Haihan Zhang3, Jianbo Li4, Zhuang Liu5, Jieping Huang2 and Guoqiang Yi1,6,7 1Shenzhen Branch, Guangdong Laboratory of Lingnan...
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Resource: CGC1, a new reference genome for Caenorhabditis elegans
- Kazuki Ichikawa,
- Massa J. Shoura,
- Karen L. Artiles,
- Dae-Eun Jeong,
- Chie Owa,
- Haruka Kobayashi,
- Yoshihiko Suzuki,
- Manami Kanamori,
- Yu Toyoshima,
- Yuichi Iino,
- Ann E. Rougvie,
- Lamia Wahba,
- Andrew Z. Fire,
- Erich M. Schwarz,
- and Shinichi Morishita
Genome Res. August 2025 35: 1902-1918; Published in Advance July 15, 2025, doi:10.1101/gr.280274.124
...CGC1, a new reference for Caenorhabditis elegans Kazuki Ichikawa1, Massa J. Shoura2,8, Karen L. Artiles2, Dae-Eun Jeong2, Chie Owa1, Haruka Kobayashi1, Yoshihiko Suzuki1, Manami Kanamori3, Yu Toyoshima3, Yuichi Iino3, Ann E. Rougvie4, Lamia Wahba5, Andrew Z. Fire2,6, Erich M. Schwarz7 and Shinichi...
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