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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: FocalSV enables target region–based structural variant assembly and refinement using single-molecule long-read sequencing data
- Can Luo,
- Zimeng Jamie Zhou,
- Yichen Henry Liu,
- and Xin Maizie Zhou
Genome Res. October 2025 35: 2252-2272; Published in Advance August 13, 2025, doi:10.1101/gr.280282.124
...integrated two complementary sources of evidence: (1) read-level SV breakpoint signatures extracted from individual long-read alignments; and (2) population-scale SV breakpoints obtained from pan-based multisample SV catalogs. Each source was independently processed to capture both sample...
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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
...(Miyatake et al. 2022).In light of the current limitations regarding SV detection and assessment of functional impact, we propose two modalities for improving SV prioritization in rare disease diagnostics. First, we hypothesize that augmenting patient data sets with long-read sequencing will improve...
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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
...methods.Two leading long-read sequencing technologies currently dominate the market and have significantly impacted the genomics field (Fig. 1A): Pacific Biosciences (PacBio) HiFi and Oxford Nanopore Technologies (ONT) sequencing. While both technologies produce continuous long reads, they present...
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Mini-Review: The additional diagnostic yield of long-read sequencing in undiagnosed rare diseases
- Giulia F. Del Gobbo and
- Kym M. Boycott
Genome Res. April 2025 35: 559-571; Published in Advance February 3, 2025, doi:10.1101/gr.279970.124
...of these limitations, long-read sequencing (LRS) technologies were developed, enabling the -wide sequencing of native DNA fragments at multiple orders of magnitude larger than those in SR-GS, over 10 kb and up to megabases in size. In this mini-review, we review the existing evidence for LRS to increase diagnostic...
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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
...Long-read sequencing and variant reanalysis increase diagnostic yield in neurodevelopmental disorders Susan M. Hiatt1, James M.J. Lawlor1, Lori H. Handley1, Donald R. Latner1, Zachary T. Bonnstetter1, Candice R. Finnila1, Michelle L. Thompson1, Lori Beth Boston1, Melissa Williams1, Ivan Rodriguez...
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Method: Characterizing tandem repeat complexities across long-read sequencing platforms with TREAT and otter
- Niccoló Tesi,
- Alex Salazar,
- Yaran Zhang,
- Sven van der Lee,
- Marc Hulsman,
- Lydian Knoop,
- Sanduni Wijesekera,
- Jana Krizova,
- Anne-Fleur Schneider,
- Maartje Pennings,
- Kristel Sleegers,
- Erik-Jan Kamsteeg,
- Marcel Reinders,
- and Henne Holstege
Genome Res. November 2024 34: 1942-1953; Published in Advance October 15, 2024, doi:10.1101/gr.279351.124
...These authors contributed equally to this work. Corresponding authors: n.tesi@amsterdamumc.nl, a.n.salazar@amsterdamumc.nl, h.holstege@amsterdamumc.nlAbstractTandem repeats (TRs) play important roles in genomic variation and disease risk in humans. Long-read sequencing allows for the accurate characterization...
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Research: Assessing the readiness of Oxford Nanopore sequencing for clinical genomics applications
- Judith Arres,
- Santosh Elavalli,
- Shalini Behl,
- Daniel Matias Sanchez,
- Ayesha Al Ali,
- Abdelrahman Ahmed Yehia Abdelaziz Saad,
- Azza Attia,
- Cyla Minas,
- Sharika Pariyachery,
- Shariq Ahmed,
- Fatmah Aldhuhoori,
- Nitu Thulasidharan,
- Gurunath Katagi,
- Omar Soliman,
- Shilp Purohit,
- Vinay Kusuma,
- Raony Cardenas,
- Thyago Cardoso,
- Luis F. Paulin,
- Philippe Sanio,
- Joseph Mafofo,
- Haiguo Wu,
- Val Zvereff,
- Albarah El-Khani,
- Fahed Al Marzooqi,
- Tiago R. Magalhães,
- Fritz J. Sedlazeck,
- and Javier Quilez
Genome Res. March 2026 36: 460-471; Published in Advance February 11, 2026, doi:10.1101/gr.280134.124
...annotation for a cystic fibrosis–causing indel in GM07829. This work underscores the growing readiness of ONT for clinical applications, highlighting both its advancements and its potential for broader adoption in clinical genomics and large-scale operations.The advent of long-read sequencing (LRS) enabled...
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Method: Long-read Ribo-STAMP simultaneously measures transcription and translation with isoform resolution
- Pratibha Jagannatha,
- Alexandra T. Tankka,
- Daniel A. Lorenz,
- Tao Yu,
- Brian A. Yee,
- Kristopher W. Brannan,
- Cathy J. Zhou,
- Jason G. Underwood,
- and Gene W. Yeo
Genome Res. November 2024 34: 2012-2024; Published in Advance June 21, 2024, doi:10.1101/gr.279176.124
...in our understanding of critical biological processes. To address these gaps, we developed an integrated computational and experimental framework called long-read Ribo-STAMP (LR-Ribo-STAMP) that capitalizes on advancements in long-read sequencing and RNA-base editing–mediated technologies...
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Research: Whole-genome long-read sequencing downsampling and its effect on variant-calling precision and recall
- William T. Harvey,
- Peter Ebert,
- Jana Ebler,
- Peter A. Audano,
- Katherine M. Munson,
- Kendra Hoekzema,
- David Porubsky,
- Christine R. Beck,
- Tobias Marschall,
- Kiran Garimella,
- and Evan E. Eichler
Genome Res. December 2023 33: 2029-2040; Published in Advance December 7, 2023, doi:10.1101/gr.278070.123
...In a new window Figure 1. Precision and recall for variant classes as a function of long-read sequencing (LRS) coverage using read-based algorithms for HG002. (A) Recall of sample HG002 against Genome in a Bottle (GIAB) truth sets plotted against sequencing coverage for read-based callers Clair3 and Deep...
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