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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
...of Oncobiology and Epigenetics, University of Lodz, 90-237 Lodz, Poland ↵6 These authors contributed equally to this work. Corresponding authors: urszula.mcclurg@liverpool.ac.uk, mratajewski@cbm.pan.pl, lpulaski@uni.lodz.plAbstractTranscriptional regulation lies at the heart of cellular identity and function...
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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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Resource: Benchmark and integration of resources for the estimation of human transcription factor activities
- Luz Garcia-Alonso,
- Christian H. Holland,
- Mahmoud M. Ibrahim,
- Denes Turei,
- and Julio Saez-Rodriguez
Genome Res. August 2019 29: 1363-1375; Published in Advance July 24, 2019, doi:10.1101/gr.240663.118
...experimental data (orange), prediction of TF binding motifs based on gene promoter sequences (green), or inference from GTEx data (blue). All the resources were used in the benchmark, except NFIRegulomeDB, which has too low coverage. (B) TF coverage and overlaps across the different evidence classes...
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Corrigendum: Corrigendum: Machine learning identifies activation of RUNX/AP-1 as drivers of mesenchymal and fibrotic regulatory programs in gastric cancer
- Milad Razavi-Mohseni,
- Weitai Huang,
- Yu A. Guo,
- Dustin Shigaki,
- Shamaine Wei Ting Ho,
- Patrick Tan,
- Anders J. Skanderup,
- and Michael A. Beer
Genome Res. February 2026 36: 432; doi:10.1101/gr.281294.125
...Res 1088-9051 1549-5469 Cold Spring Harbor Laboratory Press 9509184 10.1101/gr.281294.125 ;36/2/432 ;gr.281294.125 432 gr.281294.125 Corrigendum Corrigendum Corrigenda Corrigendum Corrigendum Razavi-Mohseni Milad Huang Weitai Guo Yu A. Shigaki Dustin Ho Shamaine Wei Ting Tan Patrick Skanderup Anders J...
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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
...@cs.duke.eduAbstractEpigenetic mechanisms contribute to gene regulation by altering chromatin accessibility through changes in transcription factor (TF) and nucleosome occupancy across the . Despite numerous studies focusing on changes in gene expression, the intricate chromatin-mediated regulatory code remains largely uncharted...
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Corrigendum: Corrigendum: Characterization of DNA methylation reader proteins in Arabidopsis thaliana
- Jonathan Cahn,
- James P.B. Lloyd,
- Ino D. Karemaker,
- Pascal W.T.C. Jansen,
- Jahnvi Pflueger,
- Owen Duncan,
- Jakob Petereit,
- Ozren Bogdanovic,
- A. Harvey Millar,
- Michiel Vermeulen,
- and Ryan Lister
Genome Res. June 2025 35: 1472-1; doi:10.1101/gr.280860.125
...and apologize for any confusion this may have caused.doi: 10.1101/gr.280860.125 Published by Cold Spring Harbor Laboratory Press Corrigendum: Characterization of DNA methylation reader proteins in Arabidopsis thaliana Jonathan Cahn , James P.B. Lloyd , Ino D. Karemaker , Pascal W.T.C. Jansen , Jahnvi Pflueger...
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Corrigendum: Corrigendum: Centromere RNA is a key component for the assembly of nucleoproteins at the nucleolus and centromere
- Lee H. Wong,
- Kate H. Brettingham-Moore,
- Lyn Chan,
- Julie M. Quach,
- Melissa A. Anderson,
- Emma L. Northrop,
- Ross Hannan,
- Richard Saffery,
- Margaret L. Shaw,
- Evan Williams,
- and K.H. Andy Choo
Genome Res. June 2024 34: 979-980; doi:10.1101/gr.279693.124
...the conclusions of the article. The authors apologize for any confusion. Centromere RNA accumulates in the transcriptionally active nucleolus “The results with these antisera confirmed that α-satellite RNA was enriched in the nucleolus (Fig. 1A,C,D,E). Competition with tRNA and rRNA did not affect the detection...
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Corrigendum: Corrigendum: A sheep pangenome reveals the spectrum of structural variations and their effects on tail phenotypes
- Ran Li,
- Mian Gong,
- Xinmiao Zhang,
- Fei Wang,
- Zhenyu Liu,
- Lei Zhang,
- Qimeng Yang,
- Yuan Xu,
- Mengsi Xu,
- Huanhuan Zhang,
- Yunfeng Zhang,
- Xuelei Dai,
- Yuanpeng Gao,
- Zhuangbiao Zhang,
- Wenwen Fang,
- Yuta Yang,
- Weiwei Fu,
- Chunna Cao,
- Peng Yang,
- Zeinab Amiri Ghanatsaman,
- Niloufar Jafarpour Negari,
- Hojjat Asadollahpour Nanaei,
- Xiangpeng Yue,
- Yuxuan Song,
- Xianyong Lan,
- Weidong Deng,
- Xihong Wang,
- Chuanying Pan,
- Ruidong Xiang,
- Eveline M. Ibeagha-Awemu,
- Pat (J.S.) Heslop-Harrison,
- Benjamin D. Rosen,
- Johannes A. Lenstra,
- Shangquan Gan,
- and Yu Jiang
Genome Res. October 2025 35: 2375; doi:10.1101/gr.281340.125
...Corrigendum: A sheep pan reveals the spectrum of structural variations and their effects on tail phenotypes Ran Li, Mian Gong, Xinmiao Zhang, Fei Wang, Zhenyu Liu, Lei Zhang, Qimeng Yang, Yuan Xu, Mengsi Xu, Huanhuan Zhang, Yunfeng Zhang, Xuelei Dai, Yuanpeng Gao, Zhuangbiao Zhang, Wenwen Fang...
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Method: A deconvolution framework that uses single-cell sequencing plus a small benchmark data set for accurate analysis of cell type ratios in complex tissue samples
- Shuai Guo,
- Xiaoqian Liu,
- Xuesen Cheng,
- Yujie Jiang,
- Shuangxi Ji,
- Qingnan Liang,
- Andrew Koval,
- Yumei Li,
- Leah A. Owen,
- Ivana K. Kim,
- Ana Aparicio,
- Sanghoon Lee,
- Anil K. Sood,
- Scott Kopetz,
- John Paul Shen,
- John N. Weinstein,
- Margaret M. DeAngelis,
- Rui Chen,
- and Wenyi Wang
Genome Res. January 2025 35: 147-161; Published in Advance November 25, 2024, doi:10.1101/gr.278822.123
...the technological discrepancy, and then develop a deconvolution framework called DeMixSC using this well-matched, that is, benchmark, data. Built upon a novel weighted nonnegative least-squares framework, DeMixSC identifies and adjusts genes with high technological discrepancy and aligns the benchmark data...
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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
...based on the rankings and amounts (Methods).View larger version: In this window In a new window Figure 2. TF identification benchmarking on a single-cell human embryonic stem cell (hESC) atlas. TFs here refer to genes that encode the corresponding transcription factors (TFs). (A) UMAP visualization...

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