A reference data set of 5.4 million phased human variants validated by genetic inheritance from sequencing a three-generation 17-member pedigree
Michael A. Eberle,Epameinondas Fritzilas,Peter Krusche,Morten Källberg,Benjamin L. Moore,Mitchell A. Bekritsky,Zamin Iqbal,Han-Yu Chuang,Sean Humphray,Aaron L. Halpern,Semyon Kruglyak,Elliott H. Margulies,Gil McVean,Gil McVean,David R. Bentley +14 more
TLDR
Analysis of 334,652 SNVs revealed that the majority of these variants are de novo and cell-line mutations or reside within previously unidentified duplications and deletions, which are a resource for objective assessment of the accuracy of variant calls throughout genomes.Abstract:
Improvement of variant calling in next-generation sequence data requires a comprehensive, genome-wide catalog of high-confidence variants called in a set of genomes for use as a benchmark. We generated deep, whole-genome sequence data of 17 individuals in a three-generation pedigree and called variants in each genome using a range of currently available algorithms. We used haplotype transmission information to create a phased "Platinum" variant catalog of 4.7 million single-nucleotide variants (SNVs) plus 0.7 million small (1-50 bp) insertions and deletions (indels) that are consistent with the pattern of inheritance in the parents and 11 children of this pedigree. Platinum genotypes are highly concordant with the current catalog of the National Institute of Standards and Technology for both SNVs (>99.99%) and indels (99.92%) and add a validated truth catalog that has 26% more SNVs and 45% more indels. Analysis of 334,652 SNVs that were consistent between informatics pipelines yet inconsistent with haplotype transmission ("nonplatinum") revealed that the majority of these variants are de novo and cell-line mutations or reside within previously unidentified duplications and deletions. The reference materials from this study are a resource for objective assessment of the accuracy of variant calls throughout genomes.read more
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Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype
TL;DR: This work presents a method named HISAT2 (hierarchical indexing for spliced alignment of transcripts 2) that can align both DNA and RNA sequences using a graph Ferragina Manzini index, and uses it to represent and search an expanded model of the human reference genome.
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Nanopore sequencing and assembly of a human genome with ultra-long reads
Miten Jain,Sergey Koren,Karen H. Miga,Josh Quick,Arthur C Rand,Thomas A Sasani,John R. Tyson,Andrew D Beggs,Alexander T. Dilthey,Ian T. Fiddes,Sunir Malla,Hannah Marriott,Tom Nieto,Justin O'Grady,Hugh E. Olsen,Brent S. Pedersen,Arang Rhie,Hollian Richardson,Aaron R. Quinlan,Terrance P. Snutch,Louise Tee,Benedict Paten,Adam M. Phillippy,Jared T. Simpson,Jared T. Simpson,Nicholas J. Loman,Matthew Loose +26 more
TL;DR: Ultra-long reads enabled assembly and phasing of the 4-Mb major histocompatibility complex (MHC) locus in its entirety, measurement of telomere repeat length, and closure of gaps in the reference human genome assembly GRCh38.
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Accurate detection of complex structural variations using single-molecule sequencing.
Fritz J. Sedlazeck,Philipp Rescheneder,Moritz Smolka,Han Fang,Maria Nattestad,Arndt von Haeseler,Arndt von Haeseler,Michael C. Schatz,Michael C. Schatz +8 more
TL;DR: NGMLR and Sniffles perform highly accurate alignment and structural variation detection from long-read sequencing data and can automatically filter false events and operate on low-coverage data, thereby reducing the high costs that have hindered the application of long reads in clinical and research settings.
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Scaling accurate genetic variant discovery to tens of thousands of samples
Ryan Poplin,Ruano-Rubio,Mark A. DePristo,Timothy Fennell,Mauricio O. Carneiro,Van der Auwera Ga,David E. Kling,Laura D. Gauthier,Ami Levy-Moonshine,David Roazen,Khalid Shakir,Thibault J,Chandran S,Christopher W. Whelan,Monkol Lek,Stacey Gabriel,Mark J. Daly,Neale Bm,Daniel G. MacArthur,Eric Banks +19 more
TL;DR: A novel assembly-based approach to variant calling, the GATK HaplotypeCaller and Reference Confidence Model, that determines genotype likelihoods independently per-sample but performs joint calling across all samples within a project simultaneously, showing that the accuracy of indel variant calling is superior in comparison to other algorithms.
Journal ArticleDOI
Strelka2: fast and accurate calling of germline and somatic variants.
Sangtae Kim,Konrad Scheffler,Aaron L. Halpern,Mitchell A. Bekritsky,Eunho Noh,Morten Källberg,Xiaoyu Chen,Yeonbin Kim,Doruk Beyter,Doruk Beyter,Peter Krusche,Christopher T. Saunders +11 more
TL;DR: Strelka2 introduces a novel mixture-model-based estimation of insertion/deletion error parameters from each sample, an efficient tiered haplotype-modeling strategy, and a normal sample contamination model to improve liquid tumor analysis.
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Grant,Carla Gallo,Giovanni Poletti,Danish Saleheen,Asif Rasheed,Lisa D. Brooks,Adam Felsenfeld,Jean E. McEwen,Yekaterina Vaydylevich,Audrey Duncanson,Michael Dunn,Jeffery A. Schloss +517 more
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
A framework for variation discovery and genotyping using next-generation DNA sequencing data
Mark A. DePristo,Eric Banks,Ryan Poplin,Kiran V. Garimella,Jared Maguire,Christopher Hartl,Anthony A. Philippakis,Anthony A. Philippakis,Anthony A. Philippakis,Guillermo del Angel,Manuel A. Rivas,Manuel A. Rivas,Matt Hanna,Aaron McKenna,Timothy Fennell,Andrew Kernytsky,Andrey Sivachenko,Kristian Cibulskis,Stacey Gabriel,David Altshuler,David Altshuler,Mark J. Daly,Mark J. Daly +22 more
TL;DR: A unified analytic framework to discover and genotype variation among multiple samples simultaneously that achieves sensitive and specific results across five sequencing technologies and three distinct, canonical experimental designs is presented.
Journal ArticleDOI
An integrated map of genetic variation from 1,092 human genomes
Gonçalo R. Abecasis,Adam Auton,Lisa D. Brooks,Mark A. DePristo,Richard Durbin,Robert E. Handsaker,Robert E. Handsaker,Hyun Min Kang,Gabor T. Marth,Gil McVean +9 more
TL;DR: It is shown that evolutionary conservation and coding consequence are key determinants of the strength of purifying selection, that rare-variant load varies substantially across biological pathways, and that each individual contains hundreds of rare non-coding variants at conserved sites, such as motif-disrupting changes in transcription-factor-binding sites.
Journal ArticleDOI
A Map of Human Genome Variation From Population-Scale Sequencing
Gonçalo R. Abecasis,David Altshuler,David Altshuler,Adam Auton,Lisa D Brooks,Richard Durbin,Richard A. Gibbs,Matthew E. Hurles,Gil McVean +8 more
TL;DR: The 1000 Genomes Project aims to provide a deep characterization of human genome sequence variation as a foundation for investigating the relationship between genotype and phenotype as mentioned in this paper, and the results of the pilot phase of the project, designed to develop and compare different strategies for genomewide sequencing with high-throughput platforms.
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