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Method: spRefine denoises and imputes spatial transcriptomic data with a reference-free framework powered by genomic language model
- Tianyu Liu,
- Tinglin Huang,
- Wengong Jin,
- Tinyi Chu,
- Rex Ying,
- and Hongyu Zhao
Genome Res. April 2026 36: 754-768; Published in Advance February 3, 2026, doi:10.1101/gr.281001.125
...Understanding brain aging can help us reveal the cause of neurodegenerative diseases (Cole and Franke 2017; Buckley et al. 2023; Sun et al. 2024), whose risk increases with aging. The spatial transcriptomic data measured in the brain stratified by age groups provide valuable resources to analyze the effect of spatial...
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Resource: Quadrupia provides a comprehensive catalog of G-quadruplexes across genomes from the tree of life
- Nikol Chantzi,
- Akshatha Nayak,
- Fotis A. Baltoumas,
- Eleni Aplakidou,
- Shiau Wei Liew,
- Jesslyn Elvaretta Galuh,
- Michail Patsakis,
- Austin Montgomery,
- Camille Moeckel,
- Ioannis Mouratidis,
- Saiful Arefeen Sazed,
- Wilfried Guiblet,
- Panagiotis Karmiris-Obratański,
- Guliang Wang,
- Apostolos Zaravinos,
- Karen M. Vasquez,
- Chun Kit Kwok,
- Georgios A. Pavlopoulos,
- and Ilias Georgakopoulos-Soares
Genome Res. November 2025 35: 2578-2600; Published in Advance August 26, 2025, doi:10.1101/gr.279790.124
...Quadrupia provides a comprehensive catalog of G-quadruplexes across s from the tree of life Nikol Chantzi1,11, Akshatha Nayak1,11, Fotis A. Baltoumas2,3,11, Eleni Aplakidou2,3, Shiau Wei Liew4,5, Jesslyn Elvaretta Galuh4,5, Michail Patsakis1, Austin Montgomery1, Camille Moeckel1, Ioannis Mouratidis...
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Method: Quantifying pathological progression from single-cell transcriptomic data with scPSS
- Samin Rahman Khan,
- M Saifur Rahman,
- M. Sohel Rahman,
- and Md Abul Hassan Samee
Genome Res. February 2026 36: 375-386; Published in Advance January 14, 2026, doi:10.1101/gr.280411.125
..., Euclidean distance provides a straightforward and intuitive way to quantify overall expression shifts. Also, a benchmarking study (Ji et al. 2023) has shown Euclidean distance to be one of the top-performing metrics for measuring cell-to-cell similarity in single-cell transcriptomics data.We then use k...
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Method: Multicondition and multimodal temporal profile inference during mouse embryonic development
- Ran Zhang,
- Chengxiang Qiu,
- Galina N. Filippova,
- Gang Li,
- Jay Shendure,
- Jean-Philippe Vert,
- Xinxian Deng,
- William Stafford Noble,
- and Christine M. Disteche
Genome Res. October 2025 35: 2339-2351; Published in Advance August 14, 2025, doi:10.1101/gr.279997.124
...analysis and have not been evaluated in the single-cell setting. For example, Sagittarius performs cross-species and cross-cell-line inference of bulk transcriptomic profiles through a transformer model (Woicik et al. 2023), and chronODE integrates bulk multiomics time-series data to model the temporal...
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Resource: The SynMall resource for characterizing the functional impact of synonymous variation
- Chen Ye,
- Xiaoyan Li,
- Na Cheng,
- Yansen Su,
- and Junfeng Xia
Genome Res. February 2026 36: 421-431; Published in Advance December 17, 2025, doi:10.1101/gr.281257.125
...SNVs to disease, several platforms have been developed to investigate their roles. SynMICdb (Sharma et al. 2019) focuses on sSNVs in cancer s, providing integrated data on gene and cancer associations. Another resource, dbDSM (Wen et al. 2016), catalogs disease-related sSNVs manually curated from published...
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Method: Aggregation of recount3 RNA-seq data improves inference of consensus and tissue-specific gene coexpression networks
- Prashanthi Ravichandran,
- Princy Parsana,
- Rebecca Keener,
- Kasper D. Hansen,
- and Alexis Battle
Genome Res. September 2025 35: 2087-2103; Published in Advance July 17, 2025, doi:10.1101/gr.280808.125
...sizes for reliable GCN inference. recount3, a data set with 316,443 processed human RNA-seq samples, provides an opportunity to improve network reconstruction. However, GCN inference from public data is challenged by confounders and inconsistent labeling. To address this, we develop a pipeline...
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Method: Exon Nomenclature And Classification of Transcripts (ENACT) provides a systematic framework to annotate exon attributes
- Paras Verma,
- Deeksha Thakur,
- Deepanshi Awasthi,
- and Shashi Bhushan Pandit
Genome Res. June 2025 35: 1440-1455; Published in Advance May 7, 2025, doi:10.1101/gr.279878.124
..., particularly indels and substitution among isoforms from its coalescence of exon's splicing information and their isoform protein sequences, is discussed below.Inferring protein sequence indel and substitution from Block-I attributesEUID's Block-I attributes provide insights into coding scope of exons...
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Method: Bayesian inference of sample-specific coexpression networks
- Enakshi Saha,
- Viola Fanfani,
- Panagiotis Mandros,
- Marouen Ben Guebila,
- Jonas Fischer,
- Katherine H. Shutta,
- Dawn L. DeMeo,
- Camila M. Lopes-Ramos,
- and John Quackenbush
Genome Res. September 2024 34: 1397-1410; Published in Advance August 12, 2024, doi:10.1101/gr.279117.124
...equally to this work. Corresponding author: johnq@hsph.harvard.eduAbstractGene regulatory networks (GRNs) are effective tools for inferring complex interactions between molecules that regulate biological processes and hence can provide insights into drivers of biological systems. Inferring coexpression...
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Method: Polyomino reconstructs spatial transcriptomic profiles with single-cell resolution via a region-allocation method
- Quanyou Cai,
- Lihui Lin,
- Xin Liu,
- and Jiekai Chen
Genome Res. November 2025 35: 2513-2526; Published in Advance October 22, 2025, doi:10.1101/gr.280532.125
...size indicating cell counts. (G) Ligand–receptor interactions between the surface ectoderm and other cell types.At E8.5, surface ectoderm serves as a Wnt ligand provider for several biological processes, such as neural crest development (García-Castro et al. 2002) and optic cup morphogenesis (Kobayashi...
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Method: Pangenome-based genome inference using integer programming
- Ghanshyam Chandra,
- Md Helal Hossen,
- Stephan Scholz,
- Alexander T. Dilthey,
- Daniel Gibney,
- and Chirag Jain
Genome Res. December 2025 35: 2661-2670; Published in Advance August 21, 2025, doi:10.1101/gr.280567.125
...Pan-based inference using integer programming Ghanshyam Chandra1, Md Helal Hossen2, Stephan Scholz3,4, Alexander T. Dilthey3,4, Daniel Gibney2 and Chirag Jain1 1Department of Computational and Data Sciences, Indian Institute of Science, Bangalore, Karnataka 560012, India; 2Department of Computer...

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