High resolution copy number inference in cancer using short-molecule nanopore sequencing
Timour BaslaniD, Sam KovakaiD, Fritz Joachim SedlazeckiD, Yanming ZhangiD, Robert L. Wappel, Sha TianiD, Scott W. LoweiD, Sara GoodwiniD, Michael C. SchatziD
Abstract
Genome copy number is an important source of genetic variation in health and disease. In cancer, clinically actionable Copy Number Alterations (CNAs) can be inferred from short-read sequencing data, enabling genomics-based precision oncology. Emerging Nanopore sequencing technologies offer the potential for broader clinical utility, for example in smaller hospitals, due to lower instrument cost, higher portability, and ease of use. Nonetheless, Nanopore sequencing devices are limited in terms of the number of retrievable sequencing reads/molecules compared to short-read sequencing platforms. This represents a challenge for applications that require high read counts such as CNA inference. To address this limitation, we targeted the sequencing of short-length DNA molecules loaded at optimized concentration in an effort to increase sequence read/molecule yield from a single nanopore run. We show that sequencing short DNA molecules reproducibly returns high read counts and allows high quality CNA inference. We demonstrate the clinical relevance of this approach by accurately inferring CNAs in acute myeloid leukemia samples. The data shows that, compared to traditional approaches such as chromosome analysis/cytogenetics, short molecule nanopore sequencing returns more sensitive, accurate copy number information in a cost effective and expeditious manner, including for multiplex samples. Our results provide a framework for the sequencing of relatively short DNA molecules on nanopore devices with applications in research and medicine, that include but are not limited to, CNAs.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 26
- FWCI
- 2.54
- Field percentile
- top 9%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Nanopore sequencing detects structural variants in cancer
Alexis L. Norris, Rachael E. Workman, … Winston Timp·Cancer Biology & TherapyPeer-reviewed·Jan 19, 2016
- Nanopore sequencing from liquid biopsy: analysis of copy number variations from cell-free DNA of lung cancer patients
F. Martignano, S. Crucitta, … S. G. Conticello·Molecular CancerPeer-reviewed·Dec 1, 2021
- Nanopore-based consensus sequencing enables accurate multimodal tumor cell-free DNA profiling
Li‐Ting Chen, Myrthe Jager, … Jeroen de Ridder·Genome ResearchPeer-reviewed·Apr 1, 2025
- High-Fidelity Nanopore Sequencing of Ultra-Short DNA Sequences
B. D. Wilson, M. Eisenstein, H. T. Soh·bioRxiv·Feb 16, 2019
- Shallow nanopore RNA sequencing enables transcriptome profiling for precision cancer medicine
- Performance comparison of Accucopy, Sequenza, and ControlFreeC
Xinping Fan, Yu S. Huang·bioRxiv·Sep 3, 2023