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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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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: 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
...Pan analysis reveals families of ubiquitin-ligase adaptors as key genomic divergence drivers that lead to hybrid incompatibility Dongying Xie1,2,3, Pohao Ye1,3, Yiming Ma1 and Zhongying Zhao1 1Department of Biology, Hong Kong Baptist University, Hong Kong SAR, China; 2Institute for Research...
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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
...Automated interpretable artificial intelligence genomic prediction with AlGP 1 Running title: Interpretable AI for Genomic Prediction 2 Lei Wei1, Ziqin Jiang2, Baoliang Fan3, Yidan Yan1, Zhenqiang Xu2, Xiaoxiang Hu1,4*, Yuzhe 3 Wang1,4* 4 1. State Key Laboratory of Animal Biotech Breeding, College...
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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
...rearrangements and CNVs. (F) Quantitative PCR (qPCR) analysis validating the CNVs observed in panel E. Relative copy number values for targeted genomic fragments are shown for ditelosomic lines and compared against CS wheat. Statistical significance was assessed using Student's t-tests; (**) P ≤ 0.01.To extend...
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Method: A spectral component approach leveraging identity-by-descent graphs to address recent population structure in genomic analysis
- Ruhollah Shemirani,
- Gillian M. Belbin,
- Sinead Cullina,
- Christa Caggiano,
- Christopher R. Gignoux,
- Noah Zaitlen,
- and Eimear E. Kenny
Genome Res. March 2026 36: 534-546; Published in Advance December 23, 2025, doi:10.1101/gr.280659.125
...Ruhollah Shemirani1, Gillian M. Belbin1,9, Sinead Cullina1,2, Christa Caggiano1, Christopher R. Gignoux3,4, Noah Zaitlen5,6,7 and Eimear E. Kenny1,2,8 1Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA; 2Department of Genetics and Genomic Sciences...
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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
...Medhat Mahmoud1,4, Daniel P. Agustinho1,4 and Fritz J. Sedlazeck1,2,3 1Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA; 2Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA; 3Department of Computer Science, Rice...
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Method: Seamless, rapid, and accurate analyses of outbreak genomic data using split k-mer analysis
- Romain Derelle,
- Johanna von Wachsmann,
- Tommi Mäklin,
- Joel Hellewell,
- Timothy Russell,
- Ajit Lalvani,
- Leonid Chindelevitch,
- Nicholas J. Croucher,
- Simon R. Harris,
- and John A. Lees
Genome Res. October 2024 34: 1661-1673; Published in Advance October 15, 2024, doi:10.1101/gr.279449.124
...Romain Derelle1,7, Johanna von Wachsmann2,7, Tommi Mäklin2,3, Joel Hellewell2, Timothy Russell4, Ajit Lalvani1, Leonid Chindelevitch5, Nicholas J. Croucher5, Simon R. Harris6,7 and John A. Lees2,7 1NIHR Health Protection Research Unit in Respiratory Infections, National Heart and Lung Institute...
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Research: The genomic consequences and persistence of sociality in spiders
- Jilong Ma,
- Jesper Bechsgaard,
- Anne Aagaard,
- Palle Villesen,
- Trine Bilde,
- and Mikkel Heide Schierup
Genome Res. March 2025 35: 499-511; Published in Advance February 20, 2025, doi:10.1101/gr.279503.124
..., sociality is accompanied by a transition from outcrossing to inbreeding. In concert, these traits reduce effective population size, potentially rendering transitions to sociality “evolutionarily dead-ends.” We addressed this hypothesis in a comparative genomic study in spiders, in which sociality has...
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Method: Secure discovery of genetic relatives across large-scale and distributed genomic data sets
- Matthew M. Hong,
- David Froelicher,
- Ricky Magner,
- Victoria Popic,
- Bonnie Berger,
- and Hyunghoon Cho
Genome Res. September 2024 34: 1312-1323; Published in Advance August 7, 2024, doi:10.1101/gr.279057.124
...-scale genomic data sets, including hundreds of thousands of individuals, with a strong, formal notion of privacy protection.View larger version: In this window In a new window Figure 1. SF-Relate overview. (A) When genetic relatives across data sets cannot be identified owing to restricted data sharing, joint...
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