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A robust benchmark for detection of germline large deletions and insertions.

Authors :
Zook JM
Hansen NF
Olson ND
Chapman L
Mullikin JC
Xiao C
Sherry S
Koren S
Phillippy AM
Boutros PC
Sahraeian SME
Huang V
Rouette A
Alexander N
Mason CE
Hajirasouliha I
Ricketts C
Lee J
Tearle R
Fiddes IT
Barrio AM
Wala J
Carroll A
Ghaffari N
Rodriguez OL
Bashir A
Jackman S
Farrell JJ
Wenger AM
Alkan C
Soylev A
Schatz MC
Garg S
Church G
Marschall T
Chen K
Fan X
English AC
Rosenfeld JA
Zhou W
Mills RE
Sage JM
Davis JR
Kaiser MD
Oliver JS
Catalano AP
Chaisson MJP
Spies N
Sedlazeck FJ
Salit M
Source :
Nature biotechnology [Nat Biotechnol] 2020 Nov; Vol. 38 (11), pp. 1347-1355. Date of Electronic Publication: 2020 Jun 15.
Publication Year :
2020

Abstract

New technologies and analysis methods are enabling genomic structural variants (SVs) to be detected with ever-increasing accuracy, resolution and comprehensiveness. To help translate these methods to routine research and clinical practice, we developed a sequence-resolved benchmark set for identification of both false-negative and false-positive germline large insertions and deletions. To create this benchmark for a broadly consented son in a Personal Genome Project trio with broadly available cells and DNA, the Genome in a Bottle Consortium integrated 19 sequence-resolved variant calling methods from diverse technologies. The final benchmark set contains 12,745 isolated, sequence-resolved insertion (7,281) and deletion (5,464) calls ≥50 base pairs (bp). The Tier 1 benchmark regions, for which any extra calls are putative false positives, cover 2.51 Gbp and 5,262 insertions and 4,095 deletions supported by ≥1 diploid assembly. We demonstrate that the benchmark set reliably identifies false negatives and false positives in high-quality SV callsets from short-, linked- and long-read sequencing and optical mapping.

Details

Language :
English
ISSN :
1546-1696
Volume :
38
Issue :
11
Database :
MEDLINE
Journal :
Nature biotechnology
Publication Type :
Academic Journal
Accession number :
32541955
Full Text :
https://doi.org/10.1038/s41587-020-0538-8