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Research: Oxygen-induced stress reveals context-specific gene regulatory effects in human brain organoids
- Benjamin D. Umans and
- Yoav Gilad
Genome Res. August 2025 35: 1689-1700; Published in Advance June 2, 2025, doi:10.1101/gr.280219.124
...captured gene expression data both under baseline conditions and after exposure to varying oxygen levels. Through whole- sequencing of each donor, we identified genetic contributions to these responses, revealing dynamic gene regulatory effects with significant relevance to neurological and psychiatric...
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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
.... Leveraging generative AI and large-scale foundation models, we could develop a gene regulatory network–based framework that dynamically aligns molecular states with disease progression in a continuous manner. Such a stage-aware and data-driven gene regulatory network-based framework could ultimately enable...
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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
...adaptations that improve performance and benefit health. Gene regulatory circuit responses within individual skeletal muscle cell types, which are key mediators of exercise effects, have not been studied. Here, we map transcriptome, chromatin, and regulatory circuit responses to acute endurance exercise...
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Method: Recovering gene regulatory networks in single-cell multi-omics data with PRISM-GRN
- Wenhao Zhang,
- Lan Cao,
- Xiaoxuan Gu,
- Yongyu Long,
- and Ying Wang
Genome Res. January 2026 36: 142-158; Published in Advance October 9, 2025, doi:10.1101/gr.280757.125
...of Mariculture Breeding, Xiamen University, Xiamen, Fujian 361000, China; 4Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision, Xiamen, Fujian 361005, China Corresponding author: wangying@xmu.edu.cnAbstractUnderstanding gene regulatory networks (GRNs) is crucial for deciphering cellular...
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Research: A gene regulatory element modulates myosin expression and controls cardiomyocyte response to stress
- Taylor Anglen,
- Irene M. Kaplow,
- Baekgyu Choi,
- Enya Dewars,
- Robin M. Perelli,
- Kevin T. Hagy,
- Duc Tran,
- Megan E. Ramaker,
- Svati H. Shah,
- Inkyung Jung,
- Andrew P. Landstrom,
- Ravi Karra,
- Yarui Diao,
- and Charles A. Gersbach
Genome Res. November 2025 35: 2418-2432; Published in Advance October 22, 2025, doi:10.1101/gr.280825.125
...of fetal gene programs. Reactivation of these fetal programs has compensatory effects during heart failure, depending on the type and stage of the underlying cardiomyopathy. Thousands of putative cardiac gene regulatory elements have been identified that may control these programs, but their functions...
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Method: Diffusion-based generation of gene regulatory networks from scRNA-seq data with DigNet
- Chuanyuan Wang and
- Zhi-Ping Liu
Genome Res. February 2025 35: 340-354; Published in Advance December 18, 2024, doi:10.1101/gr.279551.124
...–dependent gene regulatory interactions, which cannot be represented as static networks (Huang et al. 2018). Because of the specificity and dynamics of tissue microenvironments, technical noise, and impacts from other sources at single-cell resolution, the transcriptomic gene expression levels may be partially...
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Research: tRNA-derived small RNAs are embedded in the gene regulatory network instructing Drosophila metamorphosis
- Junling Shi,
- Jiaqi Xu,
- Jun Ma,
- and Feng He
Genome Res. December 2023 33: 2119-2132; Published in Advance November 16, 2023, doi:10.1101/gr.278128.123
...are tightly controlled, raising the possibility that their breakdown products, tsRNAs, may provide a link between the overall translational status of a cell to specific changes in gene regulatory network. We hypothesize that Drosophila pupation, being a special developmental stage during which...
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Research: Analyzing super-enhancer temporal dynamics reveals potential critical enhancers and their gene regulatory networks underlying skeletal muscle development
- Song Zhang,
- Chao Wang,
- Shenghua Qin,
- Choulin Chen,
- Yongzhou Bao,
- Yuanyuan Zhang,
- Lingna Xu,
- Qingyou Liu,
- Yunxiang Zhao,
- Kui Li,
- Zhonglin Tang,
- and Yuwen Liu
Genome Res. December 2024 34: 2190-2202; Published in Advance October 21, 2024, doi:10.1101/gr.278344.123
...to postnatal stages, and pinpointing critical trait-affecting enhancers remains largely unaddressed. In the present study, we aim to fill this gap by identifying potential critical enhancers and their gene regulatory networks during PSM development.Our approach involves analyzing developmental trajectories...
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Resource: Common and specific gene regulatory programs in zebrafish caudal fin regeneration at single-cell resolution
- Yujie Chen,
- Yiran Hou,
- Qinglin Zeng,
- Irene Wang,
- Meiru Shang,
- Kwangdeok Shin,
- Christopher Hemauer,
- Xiaoyun Xing,
- Junsu Kang,
- Guoyan Zhao,
- and Ting Wang
Genome Res. January 2025 35: 202-218; Published in Advance January 14, 2025, doi:10.1101/gr.279372.124
..., which is characterized by several waves of gene upregulation and downregulation. We identified and in vivo validated cell-type-specific and position-specific regeneration-responsive enhancers and constructed regulatory networks by cell type and stage. Our single-cell resolution transcriptomic...
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Method: Dissecting and improving gene regulatory network inference using single-cell transcriptome data
- Lingfeng Xue,
- Yan Wu,
- and Yihan Lin
Genome Res. September 2023 33: 1609-1621; Published in Advance August 14, 2023, doi:10.1101/gr.277488.122
..., 100871; 3Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China, 100871 Corresponding author: yihan.lin@pku.edu.cnAbstractSingle-cell transcriptome data has been widely used to reconstruct gene regulatory networks (GRNs) controlling...

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