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Method: Nanopore sequencing identifies high-frequency somatic structural variations in laryngeal squamous cell carcinoma genomes
- Xuyan Liu,
- Lin Xia,
- Yixin Qiao,
- Yang Li,
- Yan Huang,
- Bingyan Yue,
- Xi Liang,
- Xin Yang,
- Honghui Zhang,
- Jiaxun Zhang,
- Xiao Chen,
- Dan Xie,
- and Jifeng Liu
Genome Res. April 8, 2026 gr.281046.125; Published in Advance April 8, 2026, doi:10.1101/gr.281046.125
...106 population-based filtering to distinguish somatic events (see Methods for full details). 107 108 To systematically assess the performance of SomaGauss-SV in somatic SVs detection, 109 we utilized a public resource that provides five tumor-normal cell line pairs 110 (HCC1395/HCC1395BL, HCC1937/HCC...
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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
...sufficient. Combining tools with awareness of their limitations allows researchers to design experiments with high-confidence hypotheses. However, one of the major steps when trying to identify functional regions of a gene involves systematic perturbation of its regulatory DNA through deletion, linker...
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Research: Long-read DNA and cDNA sequencing identify cancer-predisposing deep intronic variation in tumor-suppressor genes
- Suleyman Gulsuner,
- Amal AbuRayyan,
- Jessica B. Mandell,
- Ming K. Lee,
- Greta V. Bernier,
- Barbara M. Norquist,
- Sarah B. Pierce,
- Mary-Claire King,
- and Tom Walsh
Genome Res. November 2024 34: 1825-1831; Published in Advance September 13, 2024, doi:10.1101/gr.279158.124
...deep intronic variants for families severely affected with breast, ovarian, pancreatic, and/or metastatic prostate cancer, but with no causal variant identified by any previous genomic or cDNA-based approach. For 10 tumor-suppressor genes, we used multiplexed adaptive sampling long-read DNA sequencing...
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Method: Deep structural clustering reveals hidden systematic biases in RNA sequencing data
- Qiang Su,
- Yi Long,
- Deming Gou,
- Junmin Quan,
- Xiaoming Zhou,
- and Qizhou Lian
Genome Res. November 2025 35: 2563-2577; Published in Advance September 19, 2025, doi:10.1101/gr.280713.125
...the categorical nature of nucleotide sequences. These vectors are then processed through an encoder network composed of three layers of one-dimensional convolutional neural networks (CNNs) with kernel sizes of three and progressively decreasing filter sizes of 64, 32, and 16. The deep CNN architecture is chosen...
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Method: TFcomb identifies transcription factor combinations for cellular reprogramming based on single-cell multiomics data
- Chen Li,
- Sijie Chen,
- Yixin Chen,
- Haiyang Bian,
- Minsheng Hao,
- Lei Wei,
- and Xuegong Zhang
Genome Res. June 2025 35: 1429-1439; Published in Advance April 10, 2025, doi:10.1101/gr.279955.124
...relationships. Additionally, TFcomb employs a graph attention network (GAT) to recover missing regulatory links in GRNs, enabling the identification of reprogramming TFs from a broad spectrum of candidate TFs. TFcomb may serve as an efficient tool for identifying reprogramming TFs and TF combinations...
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Research: Transcriptome-wide systematic search does not detect A-to-I RNA editing in cis-antisense RNA duplexes
- Zohar Rosenwasser,
- Roni Cohen-Fultheim,
- Ofir Shliefer,
- Erez Y. Levanon,
- and Eli Eisenberg
Genome Res. March 12, 2026 gr.280820.125; Published in Advance March 12, 2026, doi:10.1101/gr.280820.125
...acting on RNA (ADAR) enzymes are essential in preventing the immune system from mistakenly identifying self-derived dsRNA as a viral threat, thereby suppressing unwanted immune responses(Pestal et al. 2015; Hu et al. 2023; Mannion et al. 2014; Liddicoat et al. 2015). ADARs deaminate adenosine (A) within...
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Research: Mapping multitissue regulatory variants reveals a liver-centric coexpression network associated with duck egg-laying performance
- Yang Xi,
- Jingjing Qi,
- Zhao Yang,
- Yutian Zeng,
- Huicong Zhang,
- Qiuyu Tao,
- Mengru Xu,
- Anqi Huang,
- Shenqiang Hu,
- Chunchun Han,
- Lili Bai,
- Jiwei Hu,
- Jiwen Wang,
- Liang Li,
- Lingzhao Fang,
- and Hehe Liu
Genome Res. October 2025 35: 2211-2225; Published in Advance September 10, 2025, doi:10.1101/gr.280345.124
..., alternative splicing, and 3′APA, respectively.Blood samples of 307 female ducks were collected for WGS (depth, ∼5×) (Supplemental Table S1). After single-nucleotide polymorphism (SNP) calling and filtering, we identified 4,270,802 biallele SNPs. For the 979 RNA-seq samples (liver, n = 257; ovary, n = 254...
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Method: Exon Nomenclature And Classification of Transcripts (ENACT) provides a systematic framework to annotate exon attributes
- Paras Verma,
- Deeksha Thakur,
- Deepanshi Awasthi,
- and Shashi Bhushan Pandit
Genome Res. June 2025 35: 1440-1455; Published in Advance May 7, 2025, doi:10.1101/gr.279878.124
...information is integrated (onto the available/annotated or new transcripts) while enabling tracking and assessing splice-site variability through unique yielded descriptors. The resulting annotation from the ENACT framework enables exon features to be tractable, facilitating a systematic analysis of isoform...
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Method: Biosurfer for systematic tracking of regulatory mechanisms leading to protein isoform diversity
- Mayank Murali,
- Jamie Saquing,
- Senbao Lu,
- Ziyang Gao,
- Emily F. Watts,
- Ben Jordan,
- Zachary Peters Wakefield,
- Ana Fiszbein,
- David R. Cooper,
- Peter J. Castaldi,
- Dmitry Korkin,
- and Gloria M. Sheynkman
Genome Res. April 2025 35: 1012-1024; Published in Advance March 14, 2025, doi:10.1101/gr.279317.124
...Polytechnic Institute, Worcester, Massachusetts 01609, USA; 5Bioinformatics Program, Boston University, Boston, Massachusetts 02215, USA; 6Department of Biology, Boston University, Boston, Massachusetts 02215, USA; 7Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital...
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Research: Somatic structural variation targets neurodevelopmental genes and identifies SHANK2 as a tumor suppressor in neuroblastoma
- Gonzalo Lopez,
- Karina L. Conkrite,
- Miriam Doepner,
- Komal S. Rathi,
- Apexa Modi,
- Zalman Vaksman,
- Lance M. Farra,
- Eric Hyson,
- Moataz Noureddine,
- Jun S. Wei,
- Malcolm A. Smith,
- Shahab Asgharzadeh,
- Robert C. Seeger,
- Javed Khan,
- Jaime Guidry Auvil,
- Daniela S. Gerhard,
- John M. Maris,
- and Sharon J. Diskin
Genome Res. September 2020 30: 1228-1242; Published in Advance August 13, 2020, doi:10.1101/gr.252106.119
...from 153 RNA-sequencing samples and 247 HumanExon arrays comprising 361 distinct tumor samples. Finally, we performed in vitro studies to assess the functional relevance of SHANK2, a newly identified tumor suppressor gene disrupted by SVs. Taken together, the integration of multi-omic data sets...

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