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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
..., compression, classification, and simulation of genomic data with several worldwide whole data sets from both humans and canids, and evaluate the performance of the proposed applications with and without ancestry conditioning. The unsupervised setting of autoencoders allows for the detection and learning...
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Review: The superpowers of imprinting control regions
- Bertille Montibus,
- Franck Court,
- and Philippe Arnaud
Genome Res. January 2026 36: 1-19; Published in Advance December 10, 2025, doi:10.1101/gr.281215.125
...disomy (UPD) of specific chromosomes or chromosomal regions (i.e., mice that inherit two maternal copies and no paternal copies, or vice versa, of a chromosome or part of a chromosome) have helped further define the genomic regions involved in this phenomenon. These studies identified several genomic...
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Research: MHC in newts illuminates the evolutionary dynamics of complex regions in giant genomes
- Wiesław Babik,
- Katarzyna Dudek,
- Gemma Palomar,
- Marzena Marszałek,
- Grzegorz Dubin,
- Maximina H. Yun,
- and Magdalena Migalska
Genome Res. February 2026 36: 303-317; Published in Advance January 12, 2026, doi:10.1101/gr.281127.125
...understood. Here, we use comparative genomics, expression across multiple ontogenetic stages and tissues, as well as polymorphism data to investigate MHC evolution in newts. Contrary to earlier suggestions of a massively expanded MHC in salamanders, we find that the core MHC region remains relatively compact...
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Research: Evolutionarily new genes in humans with disease phenotypes reveal functional enrichment patterns shaped by adaptive innovation and sexual selection
- Jian-Hai Chen,
- Patrick Landback,
- Deanna Arsala,
- Alexander Guzzetta,
- Shengqian Xia,
- Jared Atlas,
- Dylan Sosa,
- Yong E. Zhang,
- Jingqiu Cheng,
- Bairong Shen,
- and Manyuan Long
Genome Res. March 2025 35: 379-392; Published in Advance February 14, 2025, doi:10.1101/gr.279498.124
...in influencing human reproductive evolution and adaptive phenotypic innovations driven by sexual and natural selection, with low pleiotropy as a selective advantage.The imperfection of DNA replication serves as a source of variations for evolution and biodiversity (Nei 2013). Such genetic variations underpin...
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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
..., Carlsson AS, Ceplitis A, Crossa J, et al. 2024. Genomic selection in plant 567 breeding: Key factors shaping two decades of progress. Molecular Plant 17: 552–578. 568 Azodi CB, Tang J, Shiu S-H. 2020. Opening the Black Box: Interpretable Machine Learning for 569 Geneticists. Trends in Genetics 36: 442...
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Review: Recent advances in methods to characterize archaic introgression in modern humans
- David Peede,
- Mayra M. Bañuelos,
- Jazeps Medina Tretmanis,
- Miriam Miyagi,
- and Emilia Huerta-Sánchez
Genome Res. February 2026 36: 239-256; Published in Advance January 16, 2026, doi:10.1101/gr.278993.124
...).Researchers have historically identified adaptively introgressed regions using outlier-based approaches (Racimo et al. 2015; Edelman and Mallet 2021), conducting -wide scans for positive selection and introgression, and then intersecting outlier regions to identify candidates. However, the genomic signature...
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Resource: A map of enhancer regions in primary human neural progenitor cells using capture STARR-seq
- Sophia C. Gaynor-Gillett,
- Lijun Cheng,
- Manman Shi,
- Jason Liu,
- Gaoyuan Wang,
- Megan Spector,
- Qiuyu Guo,
- Le Qi,
- Mary Flaherty,
- Martha Wall,
- Ahyeon Hwang,
- Mengting Gu,
- Zhanlin Chen,
- Yuhang Chen,
- PsychENCODE Consortium,
- Jennifer R. Moran,
- Jing Zhang,
- Donghoon Lee,
- Mark Gerstein,
- Daniel Geschwind,
- and Kevin P. White
Genome Res. August 2025 35: 1887-1901; Published in Advance July 11, 2025, doi:10.1101/gr.279584.124
...equally to this work. Corresponding author: sgillett@cornellcollege.eduAbstractGenome-wide association studies (GWASs) and expression analyses implicate noncoding regulatory regions as harboring risk factors for psychiatric disease, but functional characterization of these regions remains limited. Here...
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Research: Independent expansion, selection, and hypervariability of the TBC1D3 gene family in humans
- Xavi Guitart,
- David Porubsky,
- DongAhn Yoo,
- Max L. Dougherty,
- Philip C. Dishuck,
- Katherine M. Munson,
- Alexandra P. Lewis,
- Kendra Hoekzema,
- Jordan Knuth,
- Stephen Chang,
- Tomi Pastinen,
- and Evan E. Eichler
Genome Res. November 2024 34: 1798-1810; Published in Advance August 6, 2024, doi:10.1101/gr.279299.124
...of Washington, Seattle, Washington 98195, USA Corresponding author: ee3@uw.eduAbstractTBC1D3 is a primate-specific gene family that has expanded in the human lineage and has been implicated in neuronal progenitor proliferation and expansion of the frontal cortex. The gene family and its expression have been...
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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
...in 422 gene regulation (Creyghton et al., 2010; Barski et al., 2007). Our study revealed a significant 423 increase in H3K27ac activity in 1,539 genomic regions, indicative of gene activation. 424 Conversely, the upregulation of H3K27me3 in 795 regions suggests transcriptional 425 suppression...
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Research: Genetic variation in recalcitrant repetitive regions of the Drosophila melanogaster genome
- Harsh G. Shukla,
- Mahul Chakraborty,
- and J.J. Emerson
Genome Res. September 2025 35: 2023-2040; Published in Advance July 16, 2025, doi:10.1101/gr.280728.125
...@tamu.edu, jje@uci.eduAbstractMany essential functions of organisms are encoded in highly repetitive genomic regions, including histones involved in DNA packaging, centromeres that are core components of chromosome segregation, ribosomal RNA comprising the protein translation machinery, telomeres that ensure...
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