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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
..., oviduct shell gland, and spleen, along with matched whole- sequencing data from 307 egg-laying ducks. We map cis-regulatory variants associated with gene expression (eQTL), alternative splicing (sQTL), and 3′ alternative polyadenylation (apaQTL), yielding 14,074, 6267, and 4994 genes with at least one...
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Resource: Multitissue single-nucleus RNA-seq reveals cell type–specific regulatory patterns of alternative polyadenylation in pigs
- Qiuhan Wen,
- Zhen Wang,
- Qi Bao,
- Tianli Ding,
- Haihan Zhang,
- Jianbo Li,
- Zhuang Liu,
- Jieping Huang,
- and Guoqiang Yi
Genome Res. September 2025 35: 2116-2129; Published in Advance June 16, 2025, doi:10.1101/gr.280095.124
...Multitissue single-nucleus RNA-seq reveals cell type–specific regulatory patterns of alternative polyadenylation in pigs Qiuhan Wen1,2, Zhen Wang1, Qi Bao1, Tianli Ding1, Haihan Zhang3, Jianbo Li4, Zhuang Liu5, Jieping Huang2 and Guoqiang Yi1,6,7 1Shenzhen Branch, Guangdong Laboratory of Lingnan...
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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
..., reconstructing cell type–specific networks and allowing in silico T perturbations to reveal dynamic regulatory mechanisms. The knowledge-primed model SupirFactor (Tjärnberg et al. 2024) embeds the prior GRN directly into deep learning architectures, enabling biologically interpretable GRN predictions while...
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Research: Meta-analysis of activated neurons reveals dynamic regulation of diverse classes of alternative splicing
- Keegan S. Krick,
- Marissa Maroni,
- Erica Korb,
- Kristen W. Lynch,
- and Elizabeth A. Heller
Genome Res. June 2025 35: 1301-1312; Published in Advance April 24, 2025, doi:10.1101/gr.280082.124
...suggest unique regulatory programs, rather than the accumulation of splicing changes over time.At least one previous study of KCl-regulated splicing focused on microexons, a subclass of exons that are shorter than most exons (<28 nt) and are highly neuron specific (Quesnel-Vallières et al. 2015, 2016). We...
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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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Research: Developmental transcriptomics in Pristionchus reveals the environmental responsiveness of a plasticity gene-regulatory network
- Shelley Reich,
- Tobias Loschko,
- Julie Jung,
- Samantha Nestel,
- Ralf J. Sommer,
- and Michael S. Werner
Genome Res. July 2025 35: 1560-1573; Published in Advance June 9, 2025, doi:10.1101/gr.279783.124
...expectations for when differential gene expression should matter. Here, we collated existing data into a gene-regulatory network (GRN) and performed developmental transcriptomics across different environmental conditions, genetic backgrounds, and mutants to assess the regulatory logic of mouth-form plasticity...
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Research: Functional genomics analysis of developing zebrafish and human endoderm reveals highly conserved cis-regulatory modules acting during vertebrate organogenesis
- Daniela M Riley,
- Randa Elsayed,
- Mark D Walsh,
- Simaran Johal,
- Ying Lin,
- Harry Walton,
- Till Bretschneider,
- Sascha Ott,
- and Andrew C Nelson
Genome Res. March 4, 2026 gr.280838.125; Published in Advance March 4, 2026, doi:10.1101/gr.280838.125
...1 Functional genomics analysis of developing zebrafish and human endoderm reveals 1 highly conserved cis-regulatory modules acting during vertebrate organogenesis 2 3 Daniela M. Riley1,†, Randa Elsayed1,†, Mark D. Walsh2,†, Simaran Johal2, Ying Lin3,4, Harry 4 Walton1, Till Bretschneider5, Sascha...
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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 Le Cao
Genome Res. March 5, 2026 gr.281171.125; Published in Advance March 5, 2026, doi:10.1101/gr.281171.125
...with the highest cell weight on each meta-network), highlighting a 354 spectrum of macrophage identities (Supplementary Figure S3B). 355 On one end of the spectrum, cell 𝛼, representing meta-network 1, showed a high level of 356 connection across diverse regulatory modules (Figure 4E). The USP analysis revealed...
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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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Research: Alternative splicing generates HER2 isoform diversity underlying antibody–drug conjugate resistance in breast cancer
- Gabriela D.A. Guardia,
- Carlos H. dos Anjos,
- Aline Rangel-Pozzo,
- Filipe F. dos Santos,
- Alexander Birbrair,
- Paula F. Asprino,
- Anamaria A. Camargo,
- and Pedro A.F. Galante
Genome Res. September 2025 35: 1942-1958; Published in Advance July 15, 2025, doi:10.1101/gr.280304.124
...comprehensively characterize the HER2 alternative splicing isoforms, assess their expression in primary BC patients and cell lines, and explore their role in resistance to anti-HER2 therapies. We expand the catalog of known HER2 protein-coding isoforms from 13 to 90, revealing distinct patterns of protein domains...

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