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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
...transcriptomic data is hindered by high noise levels and missing gene measurements, challenges that are further compounded by the higher cost of spatial data compared to traditional single-cell data. To overcome this challenge, we introduce spRefine, a deep learning framework that leverages genomic language...
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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
....scPSS identifies damaged cells and damage progression in mouse infarcted heart tissueWe validated scPSS using single-cell transcriptomic data from mouse hearts before and after myocardial infarction (MI) (Calcagno et al. 2022). The data set contains labeled cardiomyocytes (CMs) from three distinct regions...
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Resource: Lignature provides a curated resource of ligand induced transcriptomic signatures for signaling inference
- Ying Xin,
- Md Amanullah,
- Cheng Qian,
- Chingmo Zhou,
- and Jiang Qian
Genome Res. April 8, 2026 gr.281287.125; Published in Advance April 8, 2026, doi:10.1101/gr.281287.125
...Genome Res GENOME Genome Research Genome Res. Genome Res 1088-9051 Cold Spring Harbor Laboratory Press 10.1101/gr.281287.125 ;gr.281287.125v1 ;gr.281287.125 gr.281287.125 gr.281287.125 Resource Resource Resources Lignature for signaling inference The Johns Hopkins University School of Medicine...
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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: ACTB methylation regulates SMARCA4 genomic occupancy to promote translation and reduce adhesion in colorectal cancer cells
- Elina Abaev-Schneiderman,
- Linh Nguyen,
- Raz Shalev,
- Tzofit Elbaz Biton,
- Anand Chopra,
- Giritharan Jagadeesan,
- Daniel Sevilla-Sanchez,
- Nili Tickotsky Moskovitz,
- Liron Levin,
- Michal Feldman,
- Capucine Van Rechem,
- and Dan Levy
Genome Res. March 25, 2026 ; Published in Advance March 25, 2026, doi:10.1101/gr.280534.125
...show that the genomic distribution of ACTB is SETD3-dependent and that this regulation modulates the transcription of genes involved in cell adhesion and mRNA translation in colorectal cancer cells. Proteomic analyses reveal that ACTB and SETD3 interact with multiple large protein complexes, including...
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Research: Transcriptomic landscape of transposable elements reveals LTR7-PLAAT4 as a potential oncogene and therapeutic target in pancreatic adenocarcinoma
- Meilong Shi,
- Chuanqi Teng,
- Shan Zhang,
- Xiaobo He,
- Lingyun Xu,
- Fengxian Han,
- Rongqi Wen,
- Ganjun Yu,
- Jingwen Liu,
- Yang Feng,
- Yanfeng Wu,
- Yan Ren,
- Gang Jin,
- and Jing Li
Genome Res. February 2026 36: 275-290; Published in Advance January 8, 2026, doi:10.1101/gr.280528.125
...310022, China; 9State Key Laboratory for Macromolecule Drugs and Large-scale Manufacturing, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325030, China ↵10 These authors contributed equally to this work. Corresponding authors: wuyf@immunol.org, reny@genomics.cn, jingang...
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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
.... Corresponding authors: chen_jiekai@gibh.ac.cn, lin_lihui@gibh.ac.cnAbstractIntegration of single-cell and spatial transcriptomes represents a fundamental strategy to enhance spatial data quality. However, existing methods for mapping single-cell data to spatial coordinates struggle with large-scale data sets...
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Resource: Comprehensive identification of genomic and environmental determinants of phenotypic plasticity in maize
- Laura E. Tibbs-Cortes,
- Tingting Guo,
- Carson M. Andorf,
- Xianran Li,
- and Jianming Yu
Genome Res. August 2024 34: 1253-1263; Published in Advance September 13, 2024, doi:10.1101/gr.279027.124
...indices, genomic prediction enables accurate performance predictions. Genome-wide association studies (GWASs) detected genetic loci associated with the plastic response to the identified environmental indices for all examined traits. By systematically uncovering the major environmental and genomic factors...
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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
.../ fish using transcriptomics, genomics and frames it in an evolutionary 546 perspective. 547 548 Materials and Methods 549 Animal studies 550 Juvenile Atlantic salmon (~70g) of commercial origin were maintained in 250L freshwater 551 tanks in the Zoology building aquarium at the University of Aberdeen...
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Research: Pangenome analysis reveals families of ubiquitin-ligase adaptors as key genomic divergence drivers that lead to hybrid incompatibility
- Dongying Xie,
- Pohao Ye,
- Yiming Ma,
- and Zhongying Zhao
Genome Res. March 2026 36: 506-521; Published in Advance February 17, 2026, doi:10.1101/gr.280885.125
...progeny of both sexes (Woodruff et al. 2010; Xie et al. 2022, 2024). This parallel asymmetry in sizes and gene flow suggests that unique genomic components in C. nigoni underlie the numerous HI phenotypes observed between these species (Bi et al. 2015, 2019; Xie et al. 2024). Transcriptomic analyses have...

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