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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
...%–25% of the somatic variants called by LongSom (Supplemental Fig. S4). Those filtered loci had low noncancer coverage (typically 5–10 reads); therefore, they were more sensitive to germline false positives. Altogether, the high support for somatic mutations in scWGS data, as well as the low amount of false...
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Research: T2T-CHM13 improves read mapping and detection of clinically relevant genetic variation in the Swedish population
- Daniel Schmitz,
- Adam Ameur,
- and Åsa Johansson
Genome Res. November 2025 35: 2377-2388; Published in Advance September 16, 2025, doi:10.1101/gr.279320.124
...uniformTo investigate the coverage of genes in our sequencing data and assess potential improvements to detection of functionally relevant variants, we calculated the read depth for all nonoverlapping 500-bp bins in gene regions annotated by the T2T Consortium. Whereas we did not observe a change...
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Method: Accurate detection of tandem repeats from error-prone sequences with EquiRep
- Zhezheng Song,
- Tasfia Zahin,
- Xiang Li,
- and Mingfu Shao
Genome Res. December 2025 35: 2714-2721; Published in Advance August 21, 2025, doi:10.1101/gr.280750.125
...step in this process is the prediction of a consensus sequence derived from long reads, providing a highly accurate reconstruction of the original template (e.g., circular RNA). This step requires in silico intervention and typically employs widely used tandem repeat detection tools for consensus...
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Method: Long-read reconstruction of many diverse haplotypes with devider
- Jim Shaw,
- Christina Boucher,
- Yun William Yu,
- Noelle Noyes,
- and Heng Li
Genome Res. December 2025 35: 2637-2649; Published in Advance September 23, 2025, doi:10.1101/gr.280510.125
...regions of the reference (GCF_900128535) that had more than 10 SNPs (as detected by LoFreq) and coverage between 200 and 250. These criteria were chosen because the average read length was 3.8 kbp and the estimated single-copy coverage, calculated by dividing the total read bases by the size, was 220. We...
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Method: Analytical validation of germline small variant detection using long-read HiFi genome sequencing
- Nathan Hammond,
- Linda Liao,
- Pun Wai Tong,
- Zena Ng,
- Thuy-Mi P. Nguyen,
- Chandler Ho,
- Yao Yang,
- and Stuart A. Scott
Genome Res. June 2025 35: 1391-1399; Published in Advance April 11, 2025, doi:10.1101/gr.278836.123
..., Olson ND, et al. 2019. Accurate circular consensus long-read sequencing improves variant detection and assembly of a human . Nat Biotechnol 37: 1155–1162. doi:10.1038/s41587-019-0217-9 ↵Whitford W, Lehnert K, Snell RG, Jacobsen JC. 2019. Evaluation of the performance of copy number variant prediction...
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Method: Integration of transcriptomics and long-read genomics prioritizes structural variants in rare disease
- Tanner D. Jensen,
- Bohan Ni,
- Chloe M. Reuter,
- John E. Gorzynski,
- Sarah Fazal,
- Devon Bonner,
- Rachel A. Ungar,
- Pagé C. Goddard,
- Archana Raja,
- Euan A. Ashley,
- Jonathan A. Bernstein,
- Stephan Zuchner,
- Undiagnosed Diseases Network,
- Michael D. Greicius,
- Stephen B. Montgomery,
- Michael C. Schatz,
- Matthew T. Wheeler,
- and Alexis Battle
Genome Res. April 2025 35: 914-928; Published in Advance March 20, 2025, doi:10.1101/gr.279323.124
...-to-telomere (T2T) reference like CHM13 (Ungar et al. 2024), assembly-based SV callers like the Napu pipeline (Kolmogorov et al. 2023) and read-depth-based SV callers may enhance future studies with increased sensitivity and reduced false positive rate for detecting and interpreting other types of variation...
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Method: Accurate fusion transcript identification from long- and short-read isoform sequencing at bulk or single-cell resolution
- Qian Qin,
- Victoria Popic,
- Kirsty Wienand,
- Houlin Yu,
- Emily White,
- Akanksha Khorgade,
- Asa Shin,
- Christophe Georgescu,
- Catarina D. Campbell,
- Arthur Dondi,
- Niko Beerenwinkel,
- Francisca Vazquez,
- Aziz M. Al'Khafaji,
- and Brian J. Haas
Genome Res. April 2025 35: 967-986; Published in Advance March 14, 2025, doi:10.1101/gr.279200.124
...-LR-Fusion to bulk transcriptomes of nine tumor cell lines and to tumor single cells derived from a melanoma sample and three metastatic high-grade serous ovarian carcinoma samples. In both bulk and single-cell RNA-seq, long isoform reads yield higher sensitivity for fusion detection than short reads with notable...
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Research: Strong bias in long-read sequencing prevents assembly of Drosophila melanogaster Y-linked genes
- A. Bernardo Carvalho,
- Bernard Y. Kim,
- and Fabiana Uno
Genome Res. January 2026 36: 71-82; Published in Advance October 1, 2025, doi:10.1101/gr.280604.125
...reads produced by deep sequencing with state-of-the-art Nanopore (10.4 flow cells, 200× coverage) and PacBio (HiFi 50×). The same exons are accurately assembled using Illumina 67× coverage. We find that these missing exons are consistently located near simple satellite sequences, in which sequencing...
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Research: Long-read sequencing reveals HBV integration patterns and oncogenic impact on early-onset hepatocellular carcinoma
- Yao Wang,
- Dong Yu,
- Yue Mei,
- ZhiDa Fu,
- Jian Lin,
- Di Wu,
- Yuan Yang,
- and Hongli Yan
Genome Res. November 2025 35: 2389-2405; Published in Advance September 16, 2025, doi:10.1101/gr.279889.124
...the R package “annotatr” (Cavalcante and Sartor 2017; https://bioconductor.org/packages/release/bioc/html/annotatr.html). The coverage plots and alignments of the HBV–human chimeric reads were visualized by the Integrative Genomics Viewer (IGV) (Robinson et al. 2011).SV calling and analysisTo detect SV...
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Research: A prospective trial comparing programmable targeted long-read sequencing and short-read genome sequencing for genetic diagnosis of cerebellar ataxia
- Haloom Rafehi,
- Liam G. Fearnley,
- Justin Read,
- Penny Snell,
- Kayli C. Davies,
- Liam Scott,
- Greta Gillies,
- Genevieve C. Thompson,
- Tess A. Field,
- Aleena Eldo,
- Simon Bodek,
- Ernest Butler,
- Luke Chen,
- John Drago,
- Himanshu Goel,
- Anna Hackett,
- G. Michael Halmagyi,
- Andrew Hannaford,
- Katya Kotschet,
- Kishore R. Kumar,
- Smitha Kumble,
- Matthew Lee-Archer,
- Abhishek Malhotra,
- Mark Paine,
- Michael Poon,
- Kate Pope,
- Katrina Reardon,
- Steven Ring,
- Anne Ronan,
- Matthew Silsby,
- Renee Smyth,
- Chloe Stutterd,
- Mathew Wallis,
- John Waterston,
- Thomas Wellings,
- Kirsty West,
- Christine Wools,
- Kathy H.C. Wu,
- David J. Szmulewicz,
- Martin B. Delatycki,
- Melanie Bahlo,
- and Paul J. Lockhart
Genome Res. April 2025 35: 769-785; Published in Advance February 27, 2025, doi:10.1101/gr.279634.124
...-AS identified pathogenic RE in 29 individuals. RE identification for the two methods was concordant apart from four SCA27B cases not detected by LR-AS due to low read depth. For both technologies manual review of the RE alignment enhances diagnostic outcomes. Orthogonal testing for SCA27B revealed a 15% and 0...

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