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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
...Yidi Deng1,2, Jiadong Mao1,4, Jarny Choi3,4 and Kim-Anh Lê Cao1,4 1Melbourne Integrative Genomics, School of Mathematics and Statistics, The University of Melbourne, Parkville, Victoria 3010, Australia; 2Research School of Finance, Actuarial Studies & Statistics, The Australian National University...
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Research: ACTB methylation regulates SMARCA4 genomic occupancy to promote translation and reduce adhesion in colorectal cancer cells
- Elina Abaev-Schneiderman,
- Linh Nguyen,
- Raz Shalev,
- Tzofit Elbaz Biton,
- Anand Chopra,
- Giritharan Jagadeesan,
- Daniel Sevilla-Sanchez,
- Nili Tickotsky Moskovitz,
- Liron Levin,
- Michal Feldman,
- Capucine Van Rechem,
- and Dan Levy
Genome Res. April 2026 36: 684-694; Published in Advance March 25, 2026, doi:10.1101/gr.280534.125
...in control and SETD3 KO HCT116 colorectal cancer cells using two independent gRNAs (Fig. 1A). ACTB genomic distribution was significantly reduced across the whole in the SETD3 KO cells (Fig. 1B–D). Integrative Genomics Viewer (IGV) tracks of different genomic regions in SETD3 control and SETD3 KO cells...
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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
...for genomic data. Integrated into diverse architectures such as convoluted neural networks (CNNs), long short-term memory (LSTM), dilated CNNs, and transformers, ConvNeXt V2 blocks consistently improve performance, leading to similar prediction accuracy across these different model types. This reveals...
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Resource: Cell type–specific gene regulatory atlas prioritizes drug targets and repurposable medicines in Alzheimer's disease
- Yunxiao Ren,
- Ming Hu,
- Yang E. Li,
- Andrew A. Pieper,
- Jeffrey Cummings,
- and Feixiong Cheng
Genome Res. March 2026 36: 645-659; Published in Advance January 21, 2026, doi:10.1101/gr.280436.125
...Cell type–specific gene regulatory atlas prioritizes drug targets and repurposable medicines in Alzheimer's disease Yunxiao Ren1,2, Ming Hu3,4, Yang E. Li5, Andrew A. Pieper6,7,8,9,10,11, Jeffrey Cummings12 and Feixiong Cheng1,2,4,13 1Cleveland Clinic Genome Center, Cleveland Clinic Research...
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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
...of the Austrian Academy of Sciences, 1090 Vienna, Austria; 11Eric and Wendy Schmidt Center, The Broad Institute of MIT and Harvard, Cambridge, MA 02141, USA Corresponding author: valentina.boeva@inf.ethz.chAbstractGene signature scoring is integral to single-cell RNA sequencing (scRNA-seq) data analysis...
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Method: Chromosome engineering to correct a complex rearrangement on Chromosome 8 reveals the effects of 8p syndrome on gene expression and neural differentiation
- Sophia N. Lee,
- Erin C. Banda,
- Lu Qiao,
- Sarah L. Thompson,
- Karan Singh,
- Ryan A. Hagenson,
- Teresa Davoli,
- Stefan F. Pinter,
- and Jason M. Sheltzer
Genome Res. March 2026 36: 547-560; Published in Advance January 12, 2026, doi:10.1101/gr.280425.125
...Sophia N. Lee1, Erin C. Banda2,5, Lu Qiao1,5, Sarah L. Thompson1, Karan Singh3, Ryan A. Hagenson1, Teresa Davoli3, Stefan F. Pinter2,4 and Jason M. Sheltzer1 1Yale University School of Medicine, New Haven, Connecticut 06510, USA; 2Department of Genetics and Genome Sciences, UCONN Health, University...
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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
...that collate and integrate many different sources of data and databases because ease of use and reliability are key.Three types of tools should be applied in parallel: – Genome browsers with multiple annotation tracks, especially the unrivalled University of California at Santa Cruz (UCSC) browser (Perez et al...
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Method: scSHEFT enables multiomics label transfer from scRNA-seq to scATAC-seq through dual alignment
- Zhitao Huang,
- Ruiqing Zheng,
- Pengzhen Jia,
- Xuhua Yan,
- Jinmiao Chen,
- and Min Li
Genome Res. February 2026 36: 387-396; Published in Advance January 20, 2026, doi:10.1101/gr.280410.125
...conducted a comprehensive comparison using six single-cell multiomics data sets: SNARE-seq, T cell bone marrow, CD34 bone marrow, CITE-ASAP, SHARE-seq, and 10x Multiome. scSHEFT was benchmarked against eleven other state-of-the-art data integration methods: scNym, Portal, Concerto, scGCN, Seurat, sc...
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Research: Transcription and potential functions of a novel XIST isoform in male peripheral glia
- Kevin S. O'Leary,
- Meng-Yen Li,
- Kevyn Jackson,
- Lijie Shi,
- Elena Ezhkova,
- Bernice E. Morrow,
- and Deyou Zheng
Genome Res. February 2026 36: 257-274; Published in Advance December 12, 2025, doi:10.1101/gr.280832.125
...integrated analyses of single-cell RNA-seq data from multiple human tissues and organs. Single-cell epigenomic data further indicate that the expression is likely driven by an alternative promoter at the end of the first exon, resulting in at least one shorter transcript (referred to as sXIST) that is active...
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Research: Transcriptomic landscape of transposable elements reveals LTR7-PLAAT4 as a potential oncogene and therapeutic target in pancreatic adenocarcinoma
- Meilong Shi,
- Chuanqi Teng,
- Shan Zhang,
- Xiaobo He,
- Lingyun Xu,
- Fengxian Han,
- Rongqi Wen,
- Ganjun Yu,
- Jingwen Liu,
- Yang Feng,
- Yanfeng Wu,
- Yan Ren,
- Gang Jin,
- and Jing Li
Genome Res. February 2026 36: 275-290; Published in Advance January 8, 2026, doi:10.1101/gr.280528.125
...310022, China; 9State Key Laboratory for Macromolecule Drugs and Large-scale Manufacturing, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325030, China ↵10 These authors contributed equally to this work. Corresponding authors: wuyf@immunol.org, reny@genomics.cn, jingang...
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