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Mapping and phasing of structural variation in patient genomes using nanopore sequencing

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TLDR
It is demonstrated that nanopore long reads are superior to short reads with regard to detection of de novo chromothripsis rearrangements, and the value of long-read sequencing in mapping and phasing of SVs for both clinical and research applications is demonstrated.
Abstract
Despite improvements in genomics technology, the detection of structural variants (SVs) from short-read sequencing still poses challenges, particularly for complex variation. Here we analyse the genomes of two patients with congenital abnormalities using the MinION nanopore sequencer and a novel computational pipeline-NanoSV. We demonstrate that nanopore long reads are superior to short reads with regard to detection of de novo chromothripsis rearrangements. The long reads also enable efficient phasing of genetic variations, which we leveraged to determine the parental origin of all de novo chromothripsis breakpoints and to resolve the structure of these complex rearrangements. Additionally, genome-wide surveillance of inherited SVs reveals novel variants, missed in short-read data sets, a large proportion of which are retrotransposon insertions. We provide a first exploration of patient genome sequencing with a nanopore sequencer and demonstrate the value of long-read sequencing in mapping and phasing of SVs for both clinical and research applications.

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Journal ArticleDOI

Opportunities and challenges in long-read sequencing data analysis.

TL;DR: The current landscape of available tools is reviewed, the principles of error correction, base modification detection, and long-read transcriptomics analysis are focused on, and the challenges that remain are highlighted.
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Structural variation in the 3D genome.

TL;DR: The authors review the role of genetic structural variation in disease and the pathogenic potential of changes to the 3D genome.
Journal ArticleDOI

From squiggle to basepair: computational approaches for improving nanopore sequencing read accuracy.

TL;DR: Computational approaches determining the nanopore sequencing error rate are reviewed, and strategies for translation of raw sequencing data into base calls for detection of base modifications and for obtaining consensus sequences are outlined.
Journal ArticleDOI

The RNA modification landscape in human disease.

TL;DR: This work summarizes the state of knowledge and provides a catalog of RNA modifications and their links to neurological disorders, cancers, and other diseases, expecting that this catalog will help prioritize those RNA modifications for transcriptome-wide maps.
References
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Journal ArticleDOI

MUSCLE: multiple sequence alignment with high accuracy and high throughput

TL;DR: MUSCLE is a new computer program for creating multiple alignments of protein sequences that includes fast distance estimation using kmer counting, progressive alignment using a new profile function the authors call the log-expectation score, and refinement using tree-dependent restricted partitioning.
Journal ArticleDOI

The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data

TL;DR: The GATK programming framework enables developers and analysts to quickly and easily write efficient and robust NGS tools, many of which have already been incorporated into large-scale sequencing projects like the 1000 Genomes Project and The Cancer Genome Atlas.
Journal ArticleDOI

A global reference for human genetic variation.

Adam Auton, +517 more
- 01 Oct 2015 - 
TL;DR: The 1000 Genomes Project set out to provide a comprehensive description of common human genetic variation by applying whole-genome sequencing to a diverse set of individuals from multiple populations, and has reconstructed the genomes of 2,504 individuals from 26 populations using a combination of low-coverage whole-generation sequencing, deep exome sequencing, and dense microarray genotyping.
Journal ArticleDOI

An integrated map of structural variation in 2,504 human genomes

Peter H. Sudmant, +87 more
- 01 Oct 2015 - 
TL;DR: In this paper, the authors describe an integrated set of eight structural variant classes comprising both balanced and unbalanced variants, which are constructed using short-read DNA sequencing data and statistically phased onto haplotype blocks in 26 human populations.
Journal ArticleDOI

Pindel: a pattern growth approach to detect break points of large deletions and medium sized insertions from paired-end short reads

TL;DR: Pindel, a pattern growth approach, is presented, to detect breakpoints of large deletions and medium-sized insertions from paired-end short reads and to demonstrate the efficiency of the computer program and accuracy of the results.
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An integrated map of structural variation in 2,504 human genomes

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