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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
...of haplotypes. Reference-free approaches that tackle all or a subset of criteria 1–3 also exist (Baaijens et al. 2019; Luo et al. 2022), but the lack of reference adds additional algorithmic difficulties; we focus on the reference-based case. Long reads can connect more distant alleles across shared genomic...
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Perspective: Notable challenges posed by long-read sequencing for the study of transcriptional diversity and genome annotation
- Carolina Monzó,
- Adam Frankish,
- and Ana Conesa
Genome Res. April 2025 35: 583-592; Published in Advance March 3, 2025, doi:10.1101/gr.279865.124
...(Križanovic et al. 2018; Soneson et al. 2019; Kuo et al. 2020; Dong et al. 2023; Su et al. 2024; Pardo-Palacios et al. 2024b). The most comprehensive study to evaluate lrRNA-seq methods to date is the Long-read RNA-seq Genome Annotation Assessment Project (LRGASP), a community effort aimed at systematically...
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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
...that integrates into host genomic DNA and forms virus–virus and virus–host genomic structural rearrangements, which are unstable and lead to further intratumoral heterogeneity and clonal evolution; through long-read sequencing, unique breakpoints shared across structural variants were also observed in HPV...
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Mini-Review: A Hitchhiker's Guide to long-read genomic analysis
- Medhat Mahmoud,
- Daniel P. Agustinho,
- and Fritz J. Sedlazeck
Genome Res. April 2025 35: 545-558; doi:10.1101/gr.279975.124
..., expanding the applicability of long-read sequencing across diverse genomic studies (Wenger et al. 2019; Koren et al. 2024). Both platforms are capable of DNA and cDNA sequencing and detecting DNA methylation. At the same time, ONT offers additional functionalities such as adaptive sampling and direct RNA-seq...
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Perspective: Unraveling the hidden complexity of cancer through long-read sequencing
- Qiuhui Li,
- Ayse G. Keskus,
- Justin Wagner,
- Michal B. Izydorczyk,
- Winston Timp,
- Fritz J. Sedlazeck,
- Alison P. Klein,
- Justin M. Zook,
- Mikhail Kolmogorov,
- and Michael C. Schatz
Genome Res. April 2025 35: 599-620; Published in Advance March 20, 2025, doi:10.1101/gr.280041.124
...sequencing for both germline and somatic cancer analysis. We provide an overview of the computational methodologies tailored to long-read data and highlight key discoveries and resources within cancer genomics that were previously inaccessible with prior technologies. We also address future opportunities...
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Method: Long-read RNA sequencing reveals allele-specific N⁶-methyladenosine modifications
- Dayea Park and
- Can Cenik
Genome Res. April 2025 35: 999-1011; Published in Advance October 29, 2024, doi:10.1101/gr.279270.124
...motif sequences (green, WT; red, Mettl3 knockout). (C) Schematic overview of the strategy used for allelic long-read assignment for ASM analysis. Total RNA from hybrid mESC (C57BL/6J × CAST/EiJ) underwent DRS. To avoid reference bias, we used an N-masked transcriptome for alignment. Reads were...
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Research: Unraveling undiagnosed rare disease cases by HiFi long-read genome sequencing
- Wouter Steyaert,
- Lydia Sagath,
- German Demidov,
- Vicente A. Yépez,
- Anna Esteve-Codina,
- Julien Gagneur,
- Kornelia Ellwanger,
- Ronny Derks,
- Marjan Weiss,
- Amber den Ouden,
- Simone van den Heuvel,
- Hilde Swinkels,
- Nick Zomer,
- Marloes Steehouwer,
- Luke O'Gorman,
- Galuh Astuti,
- Kornelia Neveling,
- Rebecca Schüle,
- Jishu Xu,
- Matthis Synofzik,
- Danique Beijer,
- Holger Hengel,
- Ludger Schöls,
- Kristl G. Claeys,
- Jonathan Baets,
- Liedewei Van de Vondel,
- Alessandra Ferlini,
- Rita Selvatici,
- Heba Morsy,
- Marwa Saeed Abd Elmaksoud,
- Volker Straub,
- Juliane Müller,
- Veronica Pini,
- Luke Perry,
- Anna Sarkozy,
- Irina Zaharieva,
- Francesco Muntoni,
- Enrico Bugiardini,
- Kiran Polavarapu,
- Rita Horvath,
- Evan Reid,
- Hanns Lochmüller,
- Marco Spinazzi,
- Marco Savarese,
- Solve-RD DITF-ITHACA, Solve-RD DITF-Euro-NMD, Solve-RD DITF-RND, Solve-RD DITF-EpiCARE,
- Leslie Matalonga,
- Steven Laurie,
- Han G. Brunner,
- Holm Graessner,
- Sergi Beltran,
- Stephan Ossowski,
- Lisenka E.L.M. Vissers,
- Christian Gilissen,
- Alexander Hoischen,
- and on behalf of the Solve-RD consortium
Genome Res. April 2025 35: 755-768; Published in Advance March 26, 2025, doi:10.1101/gr.279414.124
..., after read alignment (onto hg38) and read filtering, resulted in a mean HiFi read depth of 9.8 (Supplemental Table S6).DNA sequencingGenomic DNA was isolated from peripheral blood according to standard protocol and long-read HiFi sequenced using SMRT sequencing technology (Pacific Biosciences, Menlo...
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Method: Tree-based differential testing using inferential uncertainty for RNA-seq
- Noor Pratap Singh,
- Euphy Y. Wu,
- Jason Fan,
- Michael I. Love,
- and Rob Patro
Genome Res. October 2025 35: 2326-2338; Published in Advance August 21, 2025, doi:10.1101/gr.279981.124
...-aware differential transcript/gene expression methods. Our method detects inner nodes that show a strong signal for differential expression, which would have been overlooked when analyzing the transcripts alone.RNA-seq has become the de facto technology for measuring the expression profiles of different genomic...
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Research: Long-read genomics reveal extensive nuclear-specific evolution and allele-specific expression in a dikaryotic fungus
- Rita Tam,
- Mareike Möller,
- Runpeng Luo,
- Zhenyan Luo,
- Ashley Jones,
- Sambasivam Periyannan,
- John P. Rathjen,
- and Benjamin Schwessinger
Genome Res. June 2025 35: 1364-1376; Published in Advance April 11, 2025, doi:10.1101/gr.280359.124
...-resolved assemblies have become the norm in eukaryotic genomics with advances in long-read sequencing technologies. Complete assemblies are fundamental for addressing key questions in biology that were previously hidden in the “dark matter” of s. Key breakthroughs have revolved around centromeres and the embedded...
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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
...fails at multiple levels: read initiation (very few reads start within satellite regions), read elongation (satellite-containing reads are shorter on average), and basecalling (quality scores drop as sequencing enters a satellite sequence). These findings challenge the assumption that long-read...

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