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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
...and consequently, yielding better visualizations.View larger version: In this window In a new window Figure 5. Metrics for assessing LD structure and inter-SNP correlation. (A) Average correlation versus genomic distance for real (blue) and simulated (orange) genotypes. We select multiple reference SNPs and plot...
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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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Research: Causes and consequences of a complex recombinational landscape in the ant Cardiocondyla obscurior
- Mohammed Errbii,
- Jürgen Gadau,
- Kerstin Becker,
- Lukas Schrader,
- and Jan Oettler
Genome Res. June 2024 34: 863-876; Published in Advance June 5, 2024, doi:10.1101/gr.278392.123
...pressure of social life (Kraus and Page 1998; Schmid-Hempel 1998; Hughes and Boomsma 2004; Liu et al. 2015), but immune-related genes did not coincide with regions of high recombination rates (Liu et al. 2015). In summary, there is no consensus regarding possible causes and consequences of high...
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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
...the consequences of centromere breakage on wheat genomic architecture, we analyzed the CS ditelosomic (CSDt) lines from homoeologous groups 1, 6, and 7 chromosomes. Cytogenetic analysis confirmed the presence of telosomic chromosomes carrying either the short or long arm (Supplemental Fig. S1). Telomeric signals...
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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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Mini-Review: Large-scale genomic analysis of the domestic dog informs biological discovery
- Reuben M. Buckley and
- Elaine A. Ostrander
Genome Res. June 2024 34: 811-821; Published in Advance July 2, 2024, doi:10.1101/gr.278569.123
...portion of the . Determining how these SNPs exert their functional consequences often requires annotation of gene regulatory elements. In human genomics, considerable effort has been directed toward this goal, leading to the creation of a wide array of gene regulatory annotation data sets, such as ENCODE...
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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
..., Imperial College London, London W21PG, United Kingdom; 2European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton CB10 1SD, United Kingdom; 3Department of Mathematics and Statistics, University of Helsinki, Helsinki 00014, Finland; 4Centre for Mathematical...
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Resource: The fine-scale recombination rate variation and associations with genomic features in a butterfly
- Aleix Palahí i Torres,
- Lars Höök,
- Karin Näsvall,
- Daria Shipilina,
- Christer Wiklund,
- Roger Vila,
- Peter Pruisscher,
- and Niclas Backström
Genome Res. May 2023 33: 810-823; Published in Advance June 12, 2023, doi:10.1101/gr.277414.122
...characterized recombination hotspots and coldspots and investigated potential associations between recombination and genomic features to understand the mechanistic underpinnings and evolutionary consequences of recombination rate variation.Demographic history inferencesThe demographic trajectories, inferred...
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