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Method: A fast and adaptive detection framework for genome-wide chromatin loop mapping from Hi-C data
- Siyuan Chen,
- Jiuming Wang,
- Inkyung Jung,
- Zhaowen Qiu,
- Xin Gao,
- and Yu Li
Genome Res. August 2024 34: 1174-1184; Published in Advance August 13, 2024, doi:10.1101/gr.279274.124
...patterns robustly from diverse data at a faster speed poses an emerging and challenging computational problem.The first category of chromatin interaction detection algorithms falls under the statistical approach. Examples of such methods include Cloops (Cao et al. 2020), HiCCUPS (Rao et al. 2015), Hi...
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Method: Efficient integration of spatial omics data for joint domain detection, matching, and alignment with stMSA
- Han Shu,
- Jing Chen,
- Chang Xu,
- Jialu Hu,
- Yongtian Wang,
- Jiajie Peng,
- Qinghua Jiang,
- Xuequn Shang,
- and Tao Wang
Genome Res. October 2025 35: 2285-2299; Published in Advance August 14, 2025, doi:10.1101/gr.280584.125
...framework for multiple ST analysis tasks, including spatial domain detection and cell cycle identification. Although these methods have successfully analyzed individual slices, they remain limited to two-dimensional (2D) analyses owing to their single-slice focus.As the availability of SO data derived from...
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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
...et al. 2015) provide high-resolution measurements of chromatin accessibility in specific cellular contexts, they are resource-intensive and often unavailable for specific genetic variants. In the absence of such experimental assays, neural network–based predictions offer a reliable and efficient...
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Method: ScisTree2 enables large-scale inference of cell lineage trees and genotype calling using efficient local search
- Haotian Zhang,
- Yiming Zhang,
- Teng Gao,
- and Yufeng Wu
Genome Res. December 2025 35: 2781-2791; Published in Advance September 3, 2025, doi:10.1101/gr.280542.125
...is increasing rapidly. Accurate inference of cell lineage tree from large single-cell data is computationally challenging. In this paper, we present ScisTree2, a fast and accurate cell lineage tree inference and genotype calling approach based on the infinite-sites model. ScisTree2 relies on an efficient local...
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Method: Automated chromatin profiling with spa-ChIP-seq uncovers the impacts of condition variations
- Yuwei Cao,
- Lauren Patel,
- Lauren Alcoser,
- Eric Mendenhall,
- Christopher Benner,
- Sven Heinz,
- and Alon Goren
Genome Res. January 2026 36: 129-141; Published in Advance December 12, 2025, doi:10.1101/gr.281320.125
...improved reproducibility, most existing efforts have automated only a subset of the workflow, and extending automation to efficiently map nonhistone proteins, such as chromatin regulators, remains challenging. Here, we present a fully automated implementation of our previously developed single-pot Ch...
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Method: Robust and efficient annotation of cell states through gene signature scoring
- Laure Ciernik,
- Agnieszka Kraft,
- Florian Barkmann,
- Josephine Yates,
- and Valentina Boeva
Genome Res. March 2026 36: 630-644; Published in Advance February 18, 2026, doi:10.1101/gr.280926.125
...phenotype (Nevins and Potti 2007). One key application of signature scoring is cell annotation, as it offers a highly efficient and reliable method for classifying cells into types and states (Neftel et al. 2019). Notably, the quality of gene signatures plays a critical role in this process, as the accuracy...
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Method: Tissular chromatin-state cartography based on double-barcoded DNA arrays that capture unloaded PA-Tn5 transposase
- Maria Grazia Mendoza-Ferri,
- Gwendoline Lozachmeur,
- Maximilien Duvina,
- Laetitia Perret,
- Didier Merciris,
- Anne Gigout,
- and Marco Antonio Mendoza-Parra
Genome Res. July 2025 35: 1633-1645; Published in Advance May 13, 2025, doi:10.1101/gr.280305.124
....Overall, this study covers both the development of a cost-efficient strategy for generating spatial epigenomic maps on tissue sections and a bioinformatics strategy for a pioneer integrative effort in spatial chromatin-state profiling, essential for the field of “spatial omics,” anticipating the need for this type...
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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
...the pattern detected in female GSCs (DeLuca et al. 2020).Distinct replication timing profiles in GSC-like and CySC-like cellsChromatin organization plays an integral role in regulating transcription and DNA replication. Given the differences in chromatin landscapes between GSC-like and CySC-like cells, we...
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Method: Robust chromatin state annotation
- Mehdi Foroozandeh Shahraki,
- Marjan Farahbod,
- and Maxwell W. Libbrecht
Genome Res. March 2024 34: 469-483; Published in Advance March 21, 2024, doi:10.1101/gr.278343.123
...tasks, including identifying active regulatory elements and interpreting disease-associated genetic variation. However, despite the widespread applications of SAGA methods, no principled approach exists to evaluate the statistical significance of chromatin state assignments. Here, we propose the first...
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Resource: Integrative chromatin state annotation of 234 human ENCODE4 cell types using Segway
- Marjan Farahbod,
- Aboud Diab,
- Paul Sud,
- Meenakshi S. Kagda,
- Ian Whaling,
- Mehdi Foroozandeh,
- Ishan Goel,
- Habib Daneshpajouh,
- Benjamin Hitz,
- J. Michael Cherry,
- and Maxwell W. Libbrecht
Genome Res. October 6, 2025 gr.280633.125; Published in Advance October 6, 2025, doi:10.1101/gr.280633.125
...University, Stanford, CA 94305, United States Abstract The fourth and final phase of the ENCODE consortium has newly profiled epigenetic activity in hundreds of human tissues. Chromatin state annotations created by segmentation and annotation (SAGA) methods, such as Segway, have emerged as the predominant...
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