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Structural variants identified by Oxford Nanopore PromethION sequencing of the human genome.

Wouter De CosterPeter De RijkArne De RoeckTim De PooterSvenn D'HertMojca StrazisarKristel SleegersChristine Van Broeckhoven
Published in: Genome research (2019)
We sequenced the genome of the Yoruban reference individual NA19240 on the long-read sequencing platform Oxford Nanopore PromethION for evaluation and benchmarking of recently published aligners and germline structural variant calling tools, as well as a comparison with the performance of structural variant calling from short-read sequencing data. The structural variant caller Sniffles after NGMLR or minimap2 alignment provides the most accurate results, but additional confidence or sensitivity can be obtained by a combination of multiple variant callers. Sensitive and fast results can be obtained by minimap2 for alignment and a combination of Sniffles and SVIM for variant identification. We describe a scalable workflow for identification, annotation, and characterization of tens of thousands of structural variants from long-read genome sequencing of an individual or population. By discussing the results of this well-characterized reference individual, we provide an approximation of what can be expected in future long-read sequencing studies aiming for structural variant identification.
Keyphrases
  • single molecule
  • single cell
  • endothelial cells
  • rna seq
  • electronic health record
  • systematic review
  • oxidative stress
  • high throughput
  • machine learning
  • mass spectrometry
  • data analysis