Searching journal content for articles similar to Chuang et al. 13 (2): 313.

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Research: Comprehensive functional annotation of ESR1-driven enhancers in breast cancer reveals hierarchical activity independent of genomic and epigenomic contexts
- Yanis Zekri,
- Sebastian Gregoricchio,
- Elif Yapıcı,
- Chia-Chi Flora Huang,
- Tunç Morova,
- Umut Berkay Altıntaş,
- Gozde Korkmaz,
- Nathan A. Lack,
- and Wilbert Zwart
Genome Res. July 2025 35: 1530-1543; Published in Advance June 10, 2025, doi:10.1101/gr.280320.124
...HMM, a multivariate hidden Markov model algorithm that integrates histone mark ChIP-seq data into functional chromatin states (Ernst and Kellis 2017). Genome segmentation into six states confirmed that constitutively active ERBS were more often found in active promoters, both in E2-treated (Fig. 3D; Supplemental...
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Method: Automated interpretable artificial intelligence genomic prediction with AIGP
- Lei Wei,
- Ziqin Jiang,
- Baoliang Fan,
- Yidan Yan,
- Zhenqiang Xu,
- Xiaoxiang Hu,
- and Yuzhe Wang
Genome Res. March 5, 2026 gr.281006.125; Published in Advance March 5, 2026, doi:10.1101/gr.281006.125
...additive and epistatic 34 effects. To bridge the gap between algorithmic advancements and biological interpretability, 35 we develop artificial intelligence genomic prediction (AIGP), an open-source end-to-end 36 toolkit for genomic prediction research. Our findings highlight the potential of ML for 37...
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Method: Highly accurate reference and method selection for universal cross–data set cell type annotation with CAMUS
- Qunlun Shen,
- Shuqin Zhang,
- and Shihua Zhang
Genome Res. November 2025 35: 2527-2538; Published in Advance October 1, 2025, doi:10.1101/gr.280821.125
.... For single-cell assays, some cell types may be lost, underrepresented, or annotated incorrectly (Garmire et al. 2024). Naturally, reference and method selection are critical considerations. Without a solid understanding of biological context, users cannot assess the accuracy of algorithmic annotations...
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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
...detection methods for individual samples, comprehensively profiling all SV types in a sample often requires integrating results from multiple bioinformatics algorithms. To address the challenges, several specialized SV merging tools have been developed to improve the analysis of complex genomic structures...
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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
...integrative summary of such data sets. Here, we present the ENCODE4 Catalog of Segway Annotations, a set of sample-specific -wide chromatin state annotations of 234 human biosamples inferred from 1,794 genomics experiments. This catalog identifies genomic elements, accurately captures cell type...
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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
...; for review, see Libbrecht et al. 2021). They take a collection of epigenomic assay data sets from a given cell type or tissue as input and partition the into segments with similar patterns in the input data sets. The output is an annotation that assigns a label to each genomic position. These algorithms use...
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Method: k-mer manifold approximation and projection for visualizing DNA sequences
- Chengbo Fu,
- Einari A. Niskanen,
- Gong-Hong Wei,
- Zhirong Yang,
- Marta Sanvicente-García,
- Marc Güell,
- and Lu Cheng
Genome Res. May 2025 35: 1234-1246; Published in Advance April 10, 2025, doi:10.1101/gr.279458.124
...visualization algorithm to project k-mers to 2D space by extending the UMAP framework. This study aims to demonstrate KMAP's utility in various biological data sets, enhancing motif discovery and sequence data exploration.Resultsk-mer manifold theory and KMAP workflowWe have built up the mathematical theories...
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Research: Pangenome analysis reveals families of ubiquitin-ligase adaptors as key genomic divergence drivers that lead to hybrid incompatibility
- Dongying Xie,
- Pohao Ye,
- Yiming Ma,
- and Zhongying Zhao
Genome Res. March 2026 36: 506-521; Published in Advance February 17, 2026, doi:10.1101/gr.280885.125
...studies may overlook. On the other hand, analyses of genomic variation frequently reveal a complex interplay among sequence changes, including single-nucleotide polymorphisms (SNPs) and structural variations (SVs), which are associated with altered gene expression and phenotypic traits (Collins et al...
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Method: Identification of the shortest species-specific oligonucleotide sequences
- Ioannis Mouratidis,
- Maxwell A. Konnaris,
- Nikol Chantzi,
- Candace S.Y. Chan,
- Michail Patsakis,
- Kimonas Provatas,
- Austin Montgomery,
- Fotis A. Baltoumas,
- Congzhou M. Sha,
- Manvita Mareboina,
- Georgios A. Pavlopoulos,
- Dionysios V. Chartoumpekis,
- and Ilias Georgakopoulos-Soares
Genome Res. February 2025 35: 279-295; Published in Advance January 2, 2025, doi:10.1101/gr.280070.124
...interactions of living organisms, and developing precise techniques to detect genomic differences between species. Nevertheless, the increase in biological data also necessitates algorithmic advances to capture the most useful information.As species evolve and diverge, they acquire new traits. This leads...
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Perspective: Notable challenges posed by long-read sequencing for the study of transcriptional diversity and genome annotation
- Carolina Monzó,
- Adam Frankish,
- and Ana Conesa
Genome Res. April 2025 35: 583-592; Published in Advance March 3, 2025, doi:10.1101/gr.279865.124
...-length transcripts. Using these technologies, researchers have reported tens of thousands of novel transcripts, even in well-annotated s, while developing new algorithms and experimental approaches to handle the noisy data. The Long-read RNA-seq Genome Annotation Assessment Project community effort benchmarked LRS...
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