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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. April 2026 36: 814-826; Published in Advance March 5, 2026, doi:10.1101/gr.281006.125
....edu.cnAbstractPredicting phenotypes from genomic mutations remains a major genetic challenge. Traditional statistical methods (such as GBLUP and BayesR) have limitations, including reliance on artificial prior assumptions, and hard to capture epistatic effects. Machine learning (ML) has emerged as a powerful alternative for genomic...
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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
...window Figure 3. G4 motif density in different genomic subcompartments for organisms across the tree of life. (A) Average G4 motif density (per million bases) in -wide, genic, exonic, and coding regions, categorized by the taxonomic subdivision among the three domains of life and viruses to which...
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Resource: Building better genome annotations across the tree of life
- Adam H. Freedman and
- Timothy B. Sackton
Genome Res. May 2025 35: 1261-1276; Published in Advance April 15, 2025, doi:10.1101/gr.280377.124
...to be generated to generate the best-quality annotation possible. Previous efforts to evaluate and compare methods have sampled a small slice of the tree of life and have often focused on small, tractable s with extensive genomic resources or on other model organisms such as H. sapiens or M. musculus. This can...
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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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Research: Proteome-wide structural analysis quantifies structural conservation across distant species
- Shijie Zhang,
- Teng Zhang,
- and Yuan Fu
Genome Res. November 2023 33: 1975-1993; Published in Advance November 22, 2023, doi:10.1101/gr.277771.123
...at the whole proteomic level. We used a sequence-independent protein structural comparison algorithm to compare the structures in the PDB and AlphaFold2 database in a pairwise manner. Using E. coli and M. jannaschii as representative bacterial and archaeal proteomes for the comparative analysis, we mapped...
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Research: Genomic insights into metabolic flux in hummingbirds
- Ariel Gershman,
- Quinn Hauck,
- Morag Dick,
- Jerrica M. Jamison,
- Michael Tassia,
- Xabier Agirrezabala,
- Saad Muhammad,
- Raafay Ali,
- Rachael E. Workman,
- Mikel Valle,
- G. William Wong,
- Kenneth C. Welch, Jr.,
- and Winston Timp
Genome Res. May 2023 33: 703-714; Published in Advance May 8, 2023, doi:10.1101/gr.276779.122
...and annotation. Our genomic and transcriptomic data found positive selection of key metabolic genes in nectivorous avian species and deletion of critical genes (SLC2A4, GCK) involved in glucostasis in other vertebrates. We found expression of a fructose-specific version of SLC2A5 putatively in place of insulin...
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Method: Nematode gene annotation by machine-learning-assisted proteotranscriptomics enables proteome-wide evolutionary analysis
- Alejandro Ceron-Noriega,
- Miguel V. Almeida,
- Michal Levin,
- and Falk Butter
Genome Res. January 2023 33: 112-128; Published in Advance January 18, 2023, doi:10.1101/gr.277070.122
...similarity in morphology and developmental programs (Gupta et al. 2007), being genomically as divergent from C. elegans as human from mouse (Cutter 2008); and (2) the recently identified sister species of C. elegans termed Caenorhabditis inopinata (Kanzaki et al. 2018). Comparisons between s of different...
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Method: Subgenomic RNA identification in SARS-CoV-2 genomic sequencing data
- Matthew D. Parker,
- Benjamin B. Lindsey,
- Shay Leary,
- Silvana Gaudieri,
- Abha Chopra,
- Matthew Wyles,
- Adrienn Angyal,
- Luke R. Green,
- Paul Parsons,
- Rachel M. Tucker,
- Rebecca Brown,
- Danielle Groves,
- Katie Johnson,
- Laura Carrilero,
- Joe Heffer,
- David G. Partridge,
- Cariad Evans,
- Mohammad Raza,
- Alexander J. Keeley,
- Nikki Smith,
- Ana Da Silva Filipe,
- James G. Shepherd,
- Chris Davis,
- Sahan Bennett,
- Vattipally B. Sreenu,
- Alain Kohl,
- Elihu Aranday-Cortes,
- Lily Tong,
- Jenna Nichols,
- Emma C. Thomson,
- The COVID-19 Genomics UK (COG-UK) Consortium,
- Dennis Wang,
- Simon Mallal,
- and Thushan I. de Silva
Genome Res. April 2021 31: 645-658; Published in Advance March 15, 2021, doi:10.1101/gr.268110.120
...Evans4, Mohammad Raza4, Alexander J. Keeley4,5, Nikki Smith5, Ana Da Silva Filipe11, James G. Shepherd11, Chris Davis11, Sahan Bennett11, Vattipally B. Sreenu11, Alain Kohl11, Elihu Aranday-Cortes11, Lily Tong11, Jenna Nichols11, Emma C. Thomson11, The COVID-19 Genomics UK (COG-UK) Consortium12...
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Research: Different trajectories of polyploidization shape the genomic landscape of the Brettanomyces bruxellensis yeast species
- Chris Eberlein,
- Omar Abou Saada,
- Anne Friedrich,
- Warren Albertin,
- and Joseph Schacherer
Genome Res. December 2021 31: 2316-2326; Published in Advance November 23, 2021, doi:10.1101/gr.275380.121
...distributed SNPs). (C–E) Pairwise genetic diversity between genomic copies from imputed whole- sequences. (C) (Left [High*High]) Pairwise comparison of the genomic copies with high levels of intra-genomic variation between strains of the same subpopulations (single-colored dots) show a genetic diversity of <1...
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Research: Competition for DNA binding between paralogous transcription factors determines their genomic occupancy and regulatory functions
- Yuning Zhang,
- Tiffany D. Ho,
- Nicolas E. Buchler,
- and Raluca Gordân
Genome Res. July 2021 31: 1216-1229; Published in Advance May 11, 2021, doi:10.1101/gr.275145.120
...not identical, DNA-binding specificities, as reflected by their position weight matrix (PWM) models (Sandelin et al. 2004). (C) Direct comparison between the in vitro binding levels of Cbf1 and Pho4 at their putative genomic binding sites, measured by genomic-context PBM (Gordân et al. 2013). Each data point...
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