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Method: Autoencoders for genomic variation analysis
- Margarita Geleta,
- Daniel Mas Montserrat,
- Xavier Giro-i-Nieto,
- and Alexander G. Ioannidis
Genome Res. February 2026 36: 348-360; Published in Advance January 20, 2026, doi:10.1101/gr.280086.124
..., Barcelona 08034, Spain; 3Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, California 94720, USA; 4Genomics Institute, University of California, Santa Cruz, Santa Cruz, California 95060, USA; 5Institute for Computational and Mathematical Engineering...
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Method: Predicted protein 3D structures provide essential insights into the genetic architecture underlying phenotypic diversity in maize
- Shuai Wang,
- Merritt Khaipho-Burch,
- Lynn C. Johnson,
- Zachary R. Miller,
- Peter J. Bradbury,
- Doug Speed,
- William J. Allen,
- M. Cinta Romay,
- Jiquan Xue,
- Edward S. Buckler,
- Guillaume P. Ramstein,
- and Baoxing Song
Genome Res. January 2026 36: 214-225; Published in Advance October 31, 2025, doi:10.1101/gr.280514.125
..., et al. 2010. Genome-wide association study of 107 phenotypes in Arabidopsis thaliana inbred lines. Nature 465: 627–631. doi:10.1038/nature08800 ↵Benson JM, Poland JA, Benson BM, Stromberg EL, Nelson RJ. 2015. Resistance to gray leaf spot of maize: genetic architecture and mechanisms elucidated...
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Method: spRefine denoises and imputes spatial transcriptomics 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. February 3, 2026 gr.281001.125; Published in Advance February 3, 2026, doi:10.1101/gr.281001.125
...selected124 based on the imputed HEST-1k data Jaume et al (2024) to better predict survival or125 disease states of patients from The Cancer Genome Atlas (TCGA) database Wein-126 stein et al (2013). Our results show the strong capacity of spRefine in transferring127 the learned knowledge to biomedical data...
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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
...provides novel insights into the genomic regulatory landscape underlying antiviral 33 immunity in a farmed fish with a complex . 34 Introduction 35 The innate immune response to viral infection, which is mainly based on the type I interferon 36 (type I IFN) pathway is crucial to both disease progression...
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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
...of the ERBB2 receptor (also known as HER2) and hormone receptors. Targeted therapies for HER2-positive BC, such as trastuzumab, antibody–drug conjugates (ADCs) and tyrosine kinase inhibitors, have improved patient outcomes, but primary/acquired resistance still poses challenges that can limit treatments’ long...
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Mini-Review: A Hitchhiker's Guide to long-read genomic analysis
- Medhat Mahmoud,
- Daniel P. Agustinho,
- and Fritz J. Sedlazeck
Genome Res. April 2025 35: 545-558; doi:10.1101/gr.279975.124
...variants, and deeper insights into the interplay between epigenetics and genomic variation. This mini-review provides a comprehensive overview of the latest developments in long-read DNA sequencing analysis, encompassing reference-based and de novo assembly approaches. We explore the entire workflow, from...
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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
...the relationship between the input (genotype) and 76 output (predictive phenotype) because of their “black box” nature (Novakovsky et al. 2023). 77 For genomics researchers, interpretative information, which is often lacking, can be more 78 valuable than predictions themselves because it can provide new insights...
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Research: Heterogeneous and novel transcript expression in single cells of patient-derived clear cell renal cell carcinoma organoids
- Tülay Karakulak,
- Natalia Zajac,
- Hella Anna Bolck,
- Anna Bratus-Neuenschwander,
- Qin Zhang,
- Weihong Qi,
- Debleena Basu,
- Tamara Carrasco Oltra,
- Hubert Rehrauer,
- Christian von Mering,
- Holger Moch,
- and Abdullah Kahraman
Genome Res. April 2025 35: 698-711; Published in Advance March 19, 2025, doi:10.1101/gr.279345.124
...features of the original tumors, including genetic intratumor heterogeneity (ITH), and provide a renewable source of living cells for analysis (Bolck et al. 2021). Applying long-read scRNA-seq to patient-derived organoids (PDOs) can reveal important insights into the transcriptional landscapes...
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Research: Adaptation of centromeres to breakage through local genomic and epigenomic remodeling in wheat
- Jingwei Zhou,
- Yuhong Huang,
- Huan Ma,
- Yiqian Chen,
- Chuanye Chen,
- Fangpu Han,
- and Handong Su
Genome Res. November 2025 35: 2461-2471; Published in Advance September 30, 2025, doi:10.1101/gr.280913.125
...Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, China; 3State Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, Chinese Academy...
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Research: Comprehensive functional annotation of ESR1-driven enhancers in breast cancer reveals hierarchical activity independent of genomic and epigenomic contexts
- Yanis Zekri,
- Sebastian Gregoricchio,
- Elif Yapıcı,
- Chia-Chi Flora Huang,
- Tunç Morova,
- Umut Berkay Altıntaş,
- Gozde Korkmaz,
- Nathan A. Lack,
- and Wilbert Zwart
Genome Res. July 2025 35: 1530-1543; Published in Advance June 10, 2025, doi:10.1101/gr.280320.124
...al. 2011).To assign genes potentially regulated by ERBS, we used publicly available data correlating ATAC-seq peaks with putative target genes in BRCA patients (Corces et al. 2018). ATAC-seq peaks were overlapped with ERBS using GenomicRanges, allowing gene assignment to specific ERBS.To determine...

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