Searching journal content for articles similar to Brāzma et al. 8 (11): 1202.

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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
..., it is difficult to apply on a large scale.Quantitative models have been proposed recently for modeling the relationships between candidate CREs (cCREs) and gene expression. Early models mainly focus on forming binary classification tasks to predict physical cCRE–gene interactions (Li et al. 2019; Tang et al. 2020...
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Research: Genomic regulatory landscape underlying the antiviral response of Atlantic salmon
- Shahmir Naseer,
- Thomas C Clark,
- Bertrand Collet,
- Pooran Dewari,
- Damir Baranasic,
- Daniel J Macqueen,
- Pierre Boudinot,
- and Samuel A.M. Martin
Genome Res. October 22, 2025 gr.280579.125; Published in Advance October 22, 2025, doi:10.1101/gr.280579.125
..., and cd9 which were previously examined primarily at the expression level 496 (Collet, 2004; Castro et al., 2008, 2010; Holland et al., 2008; Collins et al., 2014; Dehler et 497 al., 2023). Earlier studies included in silico promoter analyses and reporter gene assays, but 498 our integration of ATAC...
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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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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
...shows remarkable robustness to data imbalance, species variation, and gene scale differences. Its biologically informed variational inference framework allows PRISM-GRN to effectively capture rare but functionally critical regulatory interactions, making it a powerful and practical tool for real...
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Method: Automated interpretable artificial intelligence genomic prediction with AIGP
- Lei Wei,
- Ziqin Jiang,
- Baoliang Fan,
- Yidan Yan,
- Zhenqiang Xu,
- Xiaoxiang Hu,
- and Yuzhe Wang
Genome Res. March 5, 2026 gr.281006.125; Published in Advance March 5, 2026, doi:10.1101/gr.281006.125
...and enable independent feature importance 331 assessment(Wang et al. 2020; Zhu et al. 2025a), and 3) incorporation of in silico mutational 332 landscapes (Chen et al. 2022) and gene-editing datasets. Multimodal integration will advance 333 phenotype prediction from single-source models to large-scale...
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Research: Multi-species analysis of inflammatory response elements reveals ancient and lineage-specific contributions of transposable elements to NF-kB binding
- Liangxi Wang,
- Tiegh Taylor,
- Kumaragurubaran Rathnakumar,
- Nadiya Khyzha,
- Minggao Liang,
- Azad Alizada,
- Laura F. Campitelli,
- Sara E. Pour,
- Zain M. Patel,
- Lina Antounians,
- Ian C. Tobias,
- Huayun Hou,
- Timothy R. Hughes,
- Sushmita Roy,
- Jennifer A. Mitchell,
- Jason E. Fish,
- and Michael D. Wilson
Genome Res. July 2025 35: 1544-1559; Published in Advance June 6, 2025, doi:10.1101/gr.280357.124
..., Guelph, ON N1G 2W1, Canada Corresponding author: michael.wilson@sickkids.caAbstractTransposable elements (TEs) provide a source of transcription factor (TF) binding sites that can rewire gene regulatory networks. NF-kB is an evolutionarily conserved TF complex primarily involved in innate immunity...
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Method: Iterative improvement of deep learning models using synthetic regulatory genomics
- André M. Ribeiro-dos-Santos and
- Matthew T. Maurano
Genome Res. November 2025 35: 2539-2549; Published in Advance October 22, 2025, doi:10.1101/gr.280540.125
...and ultimately enable functional classification of regulatory variants identified by population studies.Most genetic associations with human diseases and traits lie within noncoding regulatory DNA (Maurano et al. 2012). Genome-scale methods to analyze the function of noncoding regulatory elements within...
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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
.... (D) Top GO terms enriched in each shared module in C. (E) Heatmaps showing scaled expression of all stage DEGs identified within MES, with genes clustered into three dynamic modules. Heatmaps of the other major cell types are in Supplemental Figure S2A. (F) Top 10 GO terms enriched in each dynamic...
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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
...for highly expressed genes.Although Noureen et al. (2022) investigated the robustness of various signature scoring methods for bulk and single-cell RNA-seq, focusing on sensitivity and specificity across in silico data sets, the study did not address score range comparability, which is necessary for accurate...
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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
.... The right section presents an IGV plot. Colors in this plot represent different cell types. (F) Bar plots showing the RNA-binding protein around the differential 3′ UTR between proximal PASs and distal PAS loci of GPD1. (G) The violin plot showing the scaled expression levels of RBP genes.Among these, GPD1...

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