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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
...function and links to practical research tools – Tools oriented specifically toward gene regulation, which allow reliable data mining, such as the excellent Gene Transcription Regulation Database (Kolmykov et al. 2021), the main advantage of which is seamless integration of ChIP-seq, ChIP-exo, DNase...
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Method: Kinetic measurement of gene-specific RNA polymerase II transcription elongation rates
- Haiyue Liu and
- Lea H. Gregersen
Genome Res. November 2025 35: 2550-2562; Published in Advance October 22, 2025, doi:10.1101/gr.280852.125
...Haiyue Liu and Lea H. Gregersen Center for Gene Expression, Department of Cellular and Molecular Medicine, University of Copenhagen, 2200 Copenhagen, Denmark Corresponding author: leag@sund.ku.dkAbstractTranscription is regulated at multiple levels, including initiation, elongation, and termination...
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Resource: Integrated single-cell multiome analysis reveals muscle fiber-type gene regulatory circuitry modulated by endurance exercise
- Aliza B. Rubenstein,
- Gregory R. Smith,
- Zidong Zhang,
- Xi Chen,
- Toby L. Chambers,
- Frederique Ruf-Zamojski,
- Natalia Mendelev,
- Wan Sze Cheng,
- Michel Zamojski,
- Mary Anne S. Amper,
- Venugopalan D. Nair,
- Andrew R. Marderstein,
- Stephen B. Montgomery,
- Olga G. Troyanskaya,
- Elena Zaslavsky,
- Todd Trappe,
- Scott Trappe,
- and Stuart C. Sealfon
Genome Res. July 2025 35: 1664-1677; Published in Advance May 20, 2025, doi:10.1101/gr.280051.124
...)-expressing fibro-adipogenic progenitor cells. Single-cell regulatory circuit triad reconstruction (transcription factor, chromatin interaction site, regulated gene) also identifies largely distinct gene regulatory circuits modulated by exercise in the three muscle fiber types and LUM-expressing fibro...
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Method: Gene duplication is associated with gene diversification and potential neofunctionalization in lung cancer evolution
- Paul Ashford,
- Alexander M. Frankell,
- Zofia Piszka,
- Camilla S.M. Pang,
- Mahnaz Abbasian,
- Maise Al Bakir,
- Mariam Jamal-Hanjani,
- Nicholas McGranahan,
- Charles Swanton,
- and Christine A. Orengo
Genome Res. March 2026 36: 561-577; Published in Advance February 19, 2026, doi:10.1101/gr.278663.123
...aberrations in cell-cycle control. In non-small-cell lung cancer (NSCLC), instability occurs early in tumor growth, resulting in pronounced intratumor heterogeneity, including changes in gene copy number, and whole- doubling (WGD) in ∼75% of tumors. Gene duplication, genetic drift, and selection mediate...
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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: Genome-wide nucleosome and transcription factor responses to genetic perturbations reveal chromatin-mediated mechanisms of transcriptional regulation
- Kevin Moyung,
- Yulong Li,
- Heather K. MacAlpine,
- Alexander J. Hartemink,
- and David M. MacAlpine
Genome Res. January 2026 36: 115-128; Published in Advance December 9, 2025, doi:10.1101/gr.279637.124
...transcriptional responses; the key advance of our work is the ability to pinpoint the specific changes to chromatin structure that contribute to gene expression and to distinguish direct from indirect regulation via observations of TF occupancy. Unlike previous studies that relied on motif enrichment (Hu et al...
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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
...differential gene expression for six major cell types intensified at severe ADNC. Integrating peak-to-gene linkages and motif enrichment analyses, we reconstruct transcription factor (TF)–target gene networks across six major brain cell types. By integrating -wide association study (GWAS) loci with cell type...
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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
...PGE accurately discovers some crucial TF motifs within prioritized cCREs and reveals the different regulatory types of these cCREs.Cell type–specific gene expression patterns are primarily determined through complex interactions between cis-regulatory elements (CREs) and transcriptional factors, playing...
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Method: Long-read Ribo-STAMP simultaneously measures transcription and translation with isoform resolution
- Pratibha Jagannatha,
- Alexandra T. Tankka,
- Daniel A. Lorenz,
- Tao Yu,
- Brian A. Yee,
- Kristopher W. Brannan,
- Cathy J. Zhou,
- Jason G. Underwood,
- and Gene W. Yeo
Genome Res. November 2024 34: 2012-2024; Published in Advance June 21, 2024, doi:10.1101/gr.279176.124
...-cell capture approaches to successfully measure translatomes at the gene level.In this study, we develop an integrated computational and experimental framework to couple Ribo-STAMP with long-read sequencing to provide simultaneous transcription and translation measurement at mRNA isoform resolution in a single...
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Research: Autism spectrum disorder risk genes have convergent effects on transcription and neuronal firing patterns in primary neurons
- Alekh Paranjapye,
- Rili Ahmad,
- Steven Su,
- Abraham J. Waldman,
- Jennifer E. Phillips-Cremins,
- Shuo Zhang,
- and Erica Korb
Genome Res. November 2025 35: 2433-2444; Published in Advance October 20, 2025, doi:10.1101/gr.280698.125
...and Kellis 2017) analysis used validated ChIP-seq data from E12.5 mouse forebrain tissue against 500 bp windows directly upstream of query genes. Transcription factor motif analysis on 5 kb windows directly upstream of the query genes was analyzed using sequence enrichment analysis in the MEME suite (v5...

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