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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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Review: A systematic guide for identifying transcription factors that directly regulate the expression of a gene of interest
- Andrew D. Bates,
- Dawid Grzela,
- Maciej Studzian,
- Louise Brennan,
- Moli Williams,
- Conor Fawcett,
- Beth Hammond,
- Manreen Grewal,
- Marcin Ratajewski,
- Lukasz Pulaski,
- and Urszula L. McClurg
Genome Res. March 2026 36: 433-459; Published in Advance February 17, 2026, doi:10.1101/gr.281154.125
...-base resolution methylation levels for individual CpG sites across the . These resources also annotate hypomethylated regions commonly linked to gene promoters, as well as allele-specific methylation patterns relevant to genomic imprinting. Notable examples include MethBase (Song et al. 2013), MethBank (Zhang et...
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Research: Natural diversity of telomere length distributions across 100 Saccharomyces cerevisiae strains
- Clotilde Garrido,
- Cintia Gómez-Muñoz,
- Etienne Kornobis,
- Nicolas Agier,
- Oana Ilioaia,
- Gilles Fischer,
- and Zhou Xu
Genome Res. March 2026 36: 522-533; Published in Advance January 16, 2026, doi:10.1101/gr.281132.125
...and differences in the molecular mechanisms governing TL regulation. Genome-wide association studies (GWAS) or linkage analyses could leverage the genetic diversity to identify new genes or variants contributing to TL regulation, an approach that has yielded important insight into TL regulators (Gatbonton et al...
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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
..., it often 24 struggles with interpretability because of its black-box nature. We evaluate 12 ML models 25 alongside GBLUP and BayesR to identify key factors influencing genomic prediction 26 performance across traits with different genetic architectures in multiple agricultural species, 27 including pigs...
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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
...et al., 2019), underlining the significance of transcription factor-mediated regulatory 476 mechanisms governing the antiviral immune response in Atlantic salmon. IRF8 exhibited the 477 highest level of enrichment in those genes which were identified across RNA-seq, ATAC-478 seq, and H3K27ac datasets...
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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
..., presumably via accelerated recombination during fbxn gene duplication, thereby reinforcing genetic divergence among populations and between species.An unusually conserved genomic region is identified surrounding Cni-neib-1Given the highly dynamic nature of fbxn genes across C. nigoni populations...
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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: 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
...Fig. S5C).We divided the centromeric regions into consecutive 1-kb windows and identified breakpoint-associated regions by analyzing variations in resequencing coverage depth across these windows, detecting a total of 40 such regions across 18 ditelosomic lines (Supplemental Table S1). Overall...
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Resource: Quadrupia provides a comprehensive catalog of G-quadruplexes across genomes from the tree of life
- Nikol Chantzi,
- Akshatha Nayak,
- Fotis A. Baltoumas,
- Eleni Aplakidou,
- Shiau Wei Liew,
- Jesslyn Elvaretta Galuh,
- Michail Patsakis,
- Austin Montgomery,
- Camille Moeckel,
- Ioannis Mouratidis,
- Saiful Arefeen Sazed,
- Wilfried Guiblet,
- Panagiotis Karmiris-Obratański,
- Guliang Wang,
- Apostolos Zaravinos,
- Karen M. Vasquez,
- Chun Kit Kwok,
- Georgios A. Pavlopoulos,
- and Ilias Georgakopoulos-Soares
Genome Res. November 2025 35: 2578-2600; Published in Advance August 26, 2025, doi:10.1101/gr.279790.124
...-quadruplex structures across the evolutionary spectrum. Quadrupia has identified G-quadruplex sequences in 108,449 reference s, with a total of 140,181,277 G-quadruplexes. The database also hosts a collection of 319,784 G-quadruplex clusters of 20 or more members, annotated by taxonomic distributions, multiple sequence...
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Method: Unified integration of spatial transcriptomics across platforms with LLOKI
- Ellie Haber,
- Ajinkya Deshpande,
- Jian Ma,
- and Spencer Krieger
Genome Res. December 2025 35: 2722-2733; Published in Advance November 13, 2025, doi:10.1101/gr.280803.125
...to five ovarian cancer data sets, we identify an integrated gene program indicative of tumor-infiltrating T cells across gene panels. Together, LLOKI provides a robust foundation for cross-platform ST studies, with the potential to scale to large atlas data sets, enabling deeper insights into cellular...
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