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Method: De novo detection of somatic variants in high-quality long-read single-cell RNA sequencing data
- Arthur Dondi,
- Nico Borgsmüller,
- Pedro F. Ferreira,
- Brian J. Haas,
- Francis Jacob,
- Viola Heinzelmann-Schwarz,
- Tumor Profiler Consortium,
- and Niko Beerenwinkel
Genome Res. April 2025 35: 900-913; Published in Advance March 19, 2025, doi:10.1101/gr.279281.124
...high-quality LR scRNA-seq data to call de novo somatic single-nucleotide variants (SNVs), including in mitochondria (mtSNVs), copy number alterations (CNAs), and gene fusions, to reconstruct the tumor clonal heterogeneity. Before somatic variant calling, LongSom reannotates marker gene-based cell types...
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Method: De novo antibody identification in human blood from full-length single B cell transcriptomics and matching haplotype-resolved germline assemblies
- John Beaulaurier,
- Lynn Ly,
- J. Andrew Duty,
- Carly Tyer,
- Christian Stevens,
- Chuan-Tien Hung,
- Akash Sookdeo,
- Alex W. Drong,
- Shreyas Kowdle,
- Axel Guzman-Solis,
- Domenico Tortorella,
- Daniel J. Turner,
- Sissel Juul,
- Scott Hickey,
- and Benhur Lee
Genome Res. April 2025 35: 929-941; Published in Advance March 21, 2025, doi:10.1101/gr.279392.124
...in the human are highly polymorphic regions that encode the building blocks of the light and heavy chain IG proteins that dimerize to form antibodies. The processes of V(D)J recombination and somatic hypermutation in B cells are responsible for creating an enormous reservoir of highly specific antibodies...
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Research: Modest increase in the de novo single-nucleotide mutation rate in house mice born by assisted reproduction
- Laura Blanco-Berdugo,
- Alexis Garretson,
- and Beth L. Dumont
Genome Res. January 2026 36: 50-60; Published in Advance November 13, 2025, doi:10.1101/gr.281180.125
...transfer) affects stability. Age-matched cohorts of 12 ART-derived and 16 naturally conceived C57BL/6J inbred mice were reared in a controlled setting and whole--sequenced to ∼50× coverage. Using a rigorous pipeline for de novo single-nucleotide variant (dnSNV) discovery, we observe a ∼30% (95% CI: 4...
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Research: Confounding factors in assessing the enriched expression of somatic mutant allele in bulk tumor samples
- Kohei Hagiwara,
- Andrew Thrasher,
- Nadezhda V Terekhanova,
- and Jinghui Zhang
Genome Res. March 4, 2026 gr.281003.125; Published in Advance March 4, 2026, doi:10.1101/gr.281003.125
...to complement DNA-based somatic 39 mutation detection in low purity samples. Indeed, our de novo somatic indel calling from TCGA 40 RNA-seq increases the TCGA driver indel repertoire by ~ 14%, especially in samples with purity 41 < 0.4, including actionable EGFR indels in lung adenocarcinoma and FLT3 in acute...
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Research: Closing the gaps, and improving somatic structural variant analysis and benchmarking using CHM13-T2T
- Luis F. Paulin,
- Jeremy Fan,
- Kieran O'Neill,
- Erin Pleasance,
- Vanessa L. Porter,
- Steven J.M. Jones,
- and Fritz J. Sedlazeck
Genome Res. April 2025 35: 621-631; Published in Advance March 17, 2025, doi:10.1101/gr.279352.124
...interpreted due to advancements in sequencing technologies and improved bioinformatic analysis. Structural variants (SVs) represent an important subset of somatic events in tumors. While the detection of SVs has been markedly improved by the development of long-read sequencing, somatic variant identification...
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Research: Analysis of canine gene constraint identifies new variants for orofacial clefts and stature
- Reuben M. Buckley,
- Nüket Bilgen,
- Alexander C. Harris,
- Peter Savolainen,
- Cafer Tepeli,
- Metin Erdoğan,
- Aitor Serres Armero,
- Dayna L. Dreger,
- Frank G. van Steenbeek,
- Marjo K. Hytönen,
- Heidi G. Parker,
- Jessica Hale,
- Hannes Lohi,
- Bengi Çınar Kul,
- Adam R. Boyko,
- and Elaine A. Ostrander
Genome Res. May 2025 35: 1080-1093; Published in Advance March 24, 2025, doi:10.1101/gr.280092.124
...of variants related to craniofacial morphology and stature. Breed-enriched variants were prioritized according to gene constraint, which was calculated using a mutation model derived from trinucleotide substitution probabilities. Among the newly found variants is a splice-acceptor variant in PDGFRA associated...
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Research: Multisite long-read sequencing reveals the early contributions of somatic structural variations to HBV-related hepatocellular carcinoma tumorigenesis
- Tianfu Zeng,
- Haotian Liao,
- Lin Xia,
- Siyao You,
- Yanqun Huang,
- Jiaxun Zhang,
- Yahui Liu,
- Xuyan Liu,
- and Dan Xie
Genome Res. April 2025 35: 671-685; Published in Advance March 4, 2025, doi:10.1101/gr.279617.124
...↵3 These authors equally contributed to this work. Corresponding author: danxie@scu.edu.cnAbstractSomatic structural variations (SVs) represent a critical category of genomic mutations in hepatocellular carcinoma (HCC). However, the accurate identification of somatic SVs using short-read high...
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Research: Long-read genome sequencing and variant reanalysis increase diagnostic yield in neurodevelopmental disorders
- Susan M. Hiatt,
- James M.J. Lawlor,
- Lori H. Handley,
- Donald R. Latner,
- Zachary T. Bonnstetter,
- Candice R. Finnila,
- Michelle L. Thompson,
- Lori Beth Boston,
- Melissa Williams,
- Ivan Rodriguez Nunez,
- Jerry Jenkins,
- Whitley V. Kelley,
- E. Martina Bebin,
- Michael A. Lopez,
- Anna C.E. Hurst,
- Bruce R. Korf,
- Jeremy Schmutz,
- Jane Grimwood,
- and Gregory M. Cooper
Genome Res. November 2024 34: 1747-1762; Published in Advance September 19, 2024, doi:10.1101/gr.279227.124
...and familial srGS data.Long-read sequencing, variant calling, analysis, and de novo assembliesLong-read sequencing was performed using HiFi (CCS) mode on either a PacBio Sequel II or Revio instrument (Pacific Biosciences of California, Inc.). Libraries were constructed using a SMRTbell Template Prep Kit (V1...
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Research: Integrating genetic variation with deep learning provides context for variants impacting transcription factor binding during embryogenesis
- Olga M. Sigalova,
- Mattia Forneris,
- Frosina Stojanovska,
- Bingqing Zhao,
- Rebecca R. Viales,
- Adam Rabinowitz,
- Fayrouz Hammal,
- Benoît Ballester,
- Judith B. Zaugg,
- and Eileen E.M. Furlong
Genome Res. May 2025 35: 1138-1153; Published in Advance April 15, 2025, doi:10.1101/gr.279652.124
...by 30%–50%. This fine-grained “mutagenesis” can reconstruct functionalized binding motifs for all factors. To prioritize causal variants, we trained a convolutional neural network (Basenji) to accurately predict binding from DNA sequence. The model can also predict measured allelic imbalance for strong...
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Research: Global characterization of somatic mutations and DNA methylation changes during vegetative propagation in strawberries
- Shaoqiang Hu,
- Xiangguo Zeng,
- Yuguo Liu,
- Yongping Li,
- Minghao Qu,
- Wen-Biao Jiao,
- Yongchao Han,
- and Chunying Kang
Genome Res. October 2024 34: 1582-1594; Published in Advance October 15, 2024, doi:10.1101/gr.279378.124
..., and the mutation frequency varies among the subs. Our study has systematically characterized the genetic and epigenetic variants in regenerated woodland strawberry plants and different individuals of the same strawberry cultivar, providing an accurate assessment of somatic mutations at the genomic scale...

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