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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
...alignment across data sets. Optimal transport-guided feature propagation adjusts data sparsity to match scRNA-seq references through graph-based imputation, enabling single-cell foundation models such as scGPT to generate unified features. Batch alignment then refines scGPT-transformed embeddings...
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Method: A unified analysis of atlas single-cell data
- Hao Chen,
- Nam D. Nguyen,
- Matthew Ruffalo,
- and Ziv Bar-Joseph
Genome Res. May 2025 35: 1219-1233; Published in Advance February 18, 2025, doi:10.1101/gr.279631.124
...and recursively embeds genes without additional alignment. Applying GIANT to two recent atlas data sets yields unified gene-embedding spaces across human tissues and data modalities. Further evaluations demonstrate GIANT's usefulness in discovering diverse gene functions and underlying gene regulation in cells...
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Research: Stable genome structures in living fossil fishes
- Cheng Wang,
- Chase D. Brownstein,
- Wenjun Chen,
- Zufa Ding,
- Dan Yu,
- Yu Deng,
- Chenguang Feng,
- Thomas J. Near,
- Shunping He,
- and Liandong Yang
Genome Res. February 2026 36: 318-329; Published in Advance January 13, 2026, doi:10.1101/gr.280800.125
...and Lyson 2022; Brownstein et al. 2023), Atractosteus spatula and Lepisosteus osseus exhibit an extraordinary degree of genomic similarity. The three gar s exhibit high synteny (Fig. 1A) with bowfins as well (e.g., Amia calva), the living sister lineage of gars. Gar s maintain higher synteny with tetrapod s...
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Research: Haplotype-resolved telomere-to-telomere genome of Aphelenchus avenae implicates P5CS in nematode desiccation stress response
- Yali Zhang,
- Yayi Zhou,
- Yangyang Chen,
- Xueyu Wang,
- Boyan Hu,
- Shahid Siddique,
- Romnick A. Latina,
- Veronica I. Casey,
- Dexin Bo,
- Yucheng Liao,
- Min Zhang,
- Ming Sun,
- Fengjuan Zhang,
- and Dadong Dai
Genome Res. April 2026 36: 726-739; Published in Advance March 23, 2026, doi:10.1101/gr.281016.125
...Illumina short-reads data to assemble the A. avenae . We assessed the ploidy of A. avenae and confirmed it to be diploid (Supplemental Fig. S2A). The haploid size was estimated to be ∼173 Mb (Supplemental Fig. S2B). Furthermore, k-mer–based analyses revealed a high level of genomic heterozygosity (∼6...
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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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Resource: High-quality assembly of the Chinese white truffle genome and recalibrated divergence time estimate provide insight into the evolutionary dynamics of Tuberaceae
- Jacopo Martelossi,
- Jacopo Vujovic,
- Yue Huang,
- Alessia Tatti,
- Kaiwei Xu,
- Federico Puliga,
- Yuanxue Chen,
- Omar Rota Stabelli,
- Fabrizio Ghiselli,
- Xiaoping Zhang,
- and Alessandra Zambonelli
Genome Res. November 2025 35: 2601-2616; Published in Advance August 21, 2025, doi:10.1101/gr.280368.124
..., compared with all other genes. Genes belonging to significantly expanded gene families were found to be significantly more TE-rich across all genomic compartments (Wilcoxon rank-sum test, P < 0.01).Gene-based synteny analysis between T. panzhihuanense and the 16 longest scaffolds of T. magnatum confirms...
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Mini-Review: Evolution of genome-wide methylation profiling technologies
- Carolina Montano and
- Winston Timp
Genome Res. April 2025 35: 572-582; doi:10.1101/gr.278407.123
....Cytosine methylation plays a critical role in genomic imprinting, gene regulation, X-Chromosome inactivation (XCI), cellular differentiation, aging, and tumorigenesis. Cells have an extensive system of proteins that establish these methylation patterns through de novo methylation or demethylation, copy methylation...
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Resource: CGC1, a new reference genome for Caenorhabditis elegans
- Kazuki Ichikawa,
- Massa J. Shoura,
- Karen L. Artiles,
- Dae-Eun Jeong,
- Chie Owa,
- Haruka Kobayashi,
- Yoshihiko Suzuki,
- Manami Kanamori,
- Yu Toyoshima,
- Yuichi Iino,
- Ann E. Rougvie,
- Lamia Wahba,
- Andrew Z. Fire,
- Erich M. Schwarz,
- and Shinichi Morishita
Genome Res. August 2025 35: 1902-1918; Published in Advance July 15, 2025, doi:10.1101/gr.280274.124
...the N2-derived strain VC2010. Moreover, genetically divergent versions of N2 have arisen over decades of research and hindered reproducibility of C. elegans genetics and genomics. Here we provide a 106.4 Mb gap-free, telomere-to-telomere assembly of C. elegans, generated from CGC1, an isogenic...
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Research: Genome-wide nucleosome and transcription factor responses to genetic perturbations reveal chromatin-mediated mechanisms of transcriptional regulation
- Kevin Moyung,
- Yulong Li,
- Heather K. MacAlpine,
- Alexander J. Hartemink,
- and David M. MacAlpine
Genome Res. January 2026 36: 115-128; Published in Advance December 9, 2025, doi:10.1101/gr.279637.124
...length as a function of the location of the midpoint of each fragment and colored the points based on their local density. The result is a near-nucleotide-resolution -wide view of chromatin occupancy for each deletion strain (Fig. 1D–F).View larger version: In this window In a new window Figure 1. Genome...
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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
...of bioinformatics tools and resources to interrogate s for evolutionary patterns and features of biomedical interest. But even as s became available for other model organisms such as mouse (Mus musculus) (Mouse Genome Sequencing Consortium et al. 2002) and rhesus macaque (Macaca mulatta) (Rhesus Macaque Genome...

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