Searching journal content for articles similar to Karbalayghareh et al. 32 (5): 930.

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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
...extra data. For example, GraphReg (Karbalayghareh et al. 2022) introduced a graph attention network that integrates chromatin contact data (Hi-C) to predict gene expression. CREaTor (Li et al. 2023) presented a hierarchical deep learning model based on the self-attention mechanism, which utilizes c...
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Method: Early feature extraction drives model performance in high-resolution chromatin accessibility prediction
- Aayush Grover,
- Till Muser,
- Liine Kasak,
- Lin Zhang,
- Ekaterina Krymova,
- and Valentina Boeva
Genome Res. March 2026 36: 619-629; Published in Advance January 12, 2026, doi:10.1101/gr.281042.125
...performer, better preserving the signal’s shape. Our codebase and benchmarks provide practical tools for high-resolution chromatin modeling.Predicting chromatin accessibility from DNA sequence is one of the central challenges in regulatory genomics, with applications including the interpretation...
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Review: A systematic guide for identifying transcription factors that directly regulate the expression of a gene of interest
- Andrew D. Bates,
- Dawid Grzela,
- Maciej Studzian,
- Louise Brennan,
- Moli Williams,
- Conor Fawcett,
- Beth Hammond,
- Manreen Grewal,
- Marcin Ratajewski,
- Lukasz Pulaski,
- and Urszula L. McClurg
Genome Res. March 2026 36: 433-459; Published in Advance February 17, 2026, doi:10.1101/gr.281154.125
..., a particular gene of interest (GOI) remains a persistent experimental and conceptual challenge. This gene-centric question is complicated by the multilayered regulatory environment in which each gene resides, comprising 3D chromatin structure, enhancer–promoter looping, DNA accessibility, histone modifications...
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Research: Conserved noncoding sequences provide insights into regulatory sequence and loss of gene expression in maize
- Baoxing Song,
- Edward S. Buckler,
- Hai Wang,
- Yaoyao Wu,
- Evan Rees,
- Elizabeth A. Kellogg,
- Daniel J. Gates,
- Merritt Khaipho-Burch,
- Peter J. Bradbury,
- Jeffrey Ross-Ibarra,
- Matthew B. Hufford,
- and M. Cinta Romay
Genome Res. July 2021 31: 1245-1257; Published in Advance May 27, 2021, doi:10.1101/gr.266528.120
...intergenic CNSs overlapped with different groups of putative cis-regulatory features (e.g., open chromatin regions, TFBSs, and H3K9ac ChIP-seq peaks). Chromatin looping is important for gene regulation (Kadauke and Blobel 2009), and subtle changes in chromatin loop anchors are associated with differential...
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Resource: Allele-specific transcription factor binding across human brain regions offers mechanistic insight into eQTLs
- Ashlyn G. Anderson,
- Belle A. Moyers,
- Jacob M. Loupe,
- Ivan Rodriguez-Nunez,
- Stephanie A. Felker,
- James M.J. Lawlor,
- William E. Bunney,
- Blynn G. Bunney,
- Preston M. Cartagena,
- Adolfo Sequeira,
- Stanley J. Watson,
- Huda Akil,
- Eric M. Mendenhall,
- Gregory M. Cooper,
- and Richard M. Myers
Genome Res. August 2024 34: 1224-1234; Published in Advance August 16, 2024, doi:10.1101/gr.278601.123
...donors. For simplicity, in this study we use “TFs” to refer to a broad range of DNA-associated proteins, including transcriptional cofactors and chromatin remodelers, that span a variety of molecular mechanisms and modes of action (Lambert et al. 2018; Loupe et al. 2024). We corrected reference allele...
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Perspective: Challenges in identifying mRNA transcript starts and ends from long-read sequencing data
- Ezequiel Calvo-Roitberg,
- Rachel F. Daniels,
- and Athma A. Pai
Genome Res. November 2024 34: 1719-1734; doi:10.1101/gr.279559.124
.... Such characterization is crucial for completely delineating full mRNA molecules and regulatory consequences. However, there are substantial inconsistencies in both start and end coordinates of LRS reads spanning a gene, such that LRS reads often fail to accurately recapitulate annotated or empirically derived terminal...
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Perspective: Unraveling the hidden complexity of cancer through long-read sequencing
- Qiuhui Li,
- Ayse G. Keskus,
- Justin Wagner,
- Michal B. Izydorczyk,
- Winston Timp,
- Fritz J. Sedlazeck,
- Alison P. Klein,
- Justin M. Zook,
- Mikhail Kolmogorov,
- and Michael C. Schatz
Genome Res. April 2025 35: 599-620; Published in Advance March 20, 2025, doi:10.1101/gr.280041.124
...leading to the clonal evolution of cancer cells (Qing et al. 2020; Chakravarty and Solit 2021). Somatic mutations in key genes and their regulatory sequences, especially oncogenes, tumor suppressors, and DNA repair genes, are frequently found in cancers and contribute to tumor progression and therapeutic...
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Research: Extreme genome scrambling in marine planktonic Oikopleura dioica cryptic species
- Charles Plessy,
- Michael J. Mansfield,
- Aleksandra Bliznina,
- Aki Masunaga,
- Charlotte West,
- Yongkai Tan,
- Andrew W. Liu,
- Jan Grašič,
- María Sara del Río Pisula,
- Gaspar Sánchez-Serna,
- Marc Fabrega-Torrus,
- Alfonso Ferrández-Roldán,
- Vittoria Roncalli,
- Pavla Navratilova,
- Eric M. Thompson,
- Takeshi Onuma,
- Hiroki Nishida,
- Cristian Cañestro,
- and Nicholas M. Luscombe
Genome Res. March 2024 34: 426-440; Published in Advance April 15, 2024, doi:10.1101/gr.278295.123
...al. 2021), which might allow for greater chromatin movement to occur before the repair of a double-stranded break. Cut-and-paste transposons that use the MMEJ pathway may also act as a source of microhomologies that could facilitate repair by MMEJ. The low repeat content of O. dioica s might...
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Perspective: Recognition of the polycistronic nature of human genes is critical to understanding the genotype-phenotype relationship
- Marie A. Brunet,
- Sébastien A. Levesque,
- Darel J. Hunting,
- Alan A. Cohen,
- and Xavier Roucou
Genome Res. May 2018 28: 609-624; Published in Advance April 6, 2018, doi:10.1101/gr.230938.117
...spectrometry and 3756 by ribosome profiling, including 268 detected by both techniques (openprot.org). For example, the ATXN1 gene, involved in spinocerebellar ataxia type 1, was identified as a dual coding gene (Fig. 2D). The canonical gene product, ataxin, is a chromatin-binding factor and is thought to have...
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Method: Spatial domain detection using contrastive self-supervised learning for spatial multi-omics technologies
- Jianing Yao,
- Jinglun Yu,
- Brian Caffo,
- Stephanie C. Page,
- Keri Martinowich,
- and Stephanie C. Hicks
Genome Res. July 2025 35: 1621-1632; Published in Advance May 20, 2025, doi:10.1101/gr.279380.124
...comparison. We followed the tutorial from the bluster R/Bioconductor package with default parameter settings (https://bioconductor.org/packages/bluster).STACI: This newly developed method (Zhang et al. 2022) jointly analyzes spatial transcriptomics and chromatin imaging data with overparameterized graph...
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