Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms
Abstract Background Here we present an in-depth characterization of the mechanism of sequencer-induced sample contamination due to the phenomenon of index swapping that impacts Illumina sequencers employing patterned flow cells with Exclusion Amplification (ExAmp) chemistry (HiSeqX, HiSeq4000, and N...
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doaj-2079b2d7551942bc810c187c8e5c737e2020-11-24T21:11:06ZengBMCBMC Genomics1471-21642018-05-0119111010.1186/s12864-018-4703-0Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platformsMaura Costello0Mark Fleharty1Justin Abreu2Yossi Farjoun3Steven Ferriera4Laurie Holmes5Brian Granger6Lisa Green7Tom Howd8Tamara Mason9Gina Vicente10Michael Dasilva11Wendy Brodeur12Timothy DeSmet13Sheila Dodge14Niall J. Lennon15Stacey Gabriel16Broad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardBroad Genomics, Broad Institute of MIT and HarvardAbstract Background Here we present an in-depth characterization of the mechanism of sequencer-induced sample contamination due to the phenomenon of index swapping that impacts Illumina sequencers employing patterned flow cells with Exclusion Amplification (ExAmp) chemistry (HiSeqX, HiSeq4000, and NovaSeq). We also present a remediation method that minimizes the impact of such swaps. Results Leveraging data collected over a two-year period, we demonstrate the widespread prevalence of index swapping in patterned flow cell data. We calculate mean swap rates across multiple sample preparation methods and sequencer models, demonstrating that different library methods can have vastly different swapping rates and that even non-ExAmp chemistry instruments display trace levels of index swapping. We provide methods for eliminating sample data cross contamination by utilizing non-redundant dual indexing for complete filtering of index swapped reads, and share the sequences for 96 non-combinatorial dual indexes we have validated across various library preparation methods and sequencer models. Finally, using computational methods we provide a greater insight into the mechanism of index swapping. Conclusions Index swapping in pooled libraries is a prevalent phenomenon that we observe at a rate of 0.2 to 6% in all sequencing runs on HiSeqX, HiSeq 4000/3000, and NovaSeq. Utilizing non-redundant dual indexing allows for the removal (flagging/filtering) of these swapped reads and eliminates swapping induced sample contamination, which is critical for sensitive applications such as RNA-seq, single cell, blood biopsy using circulating tumor DNA, or clinical sequencing.http://link.springer.com/article/10.1186/s12864-018-4703-0Next generation sequencingMassively parallel sequencingILLUMINA sequencingIndex swappingIndex hoppingMultiplexing |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Maura Costello Mark Fleharty Justin Abreu Yossi Farjoun Steven Ferriera Laurie Holmes Brian Granger Lisa Green Tom Howd Tamara Mason Gina Vicente Michael Dasilva Wendy Brodeur Timothy DeSmet Sheila Dodge Niall J. Lennon Stacey Gabriel |
spellingShingle |
Maura Costello Mark Fleharty Justin Abreu Yossi Farjoun Steven Ferriera Laurie Holmes Brian Granger Lisa Green Tom Howd Tamara Mason Gina Vicente Michael Dasilva Wendy Brodeur Timothy DeSmet Sheila Dodge Niall J. Lennon Stacey Gabriel Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms BMC Genomics Next generation sequencing Massively parallel sequencing ILLUMINA sequencing Index swapping Index hopping Multiplexing |
author_facet |
Maura Costello Mark Fleharty Justin Abreu Yossi Farjoun Steven Ferriera Laurie Holmes Brian Granger Lisa Green Tom Howd Tamara Mason Gina Vicente Michael Dasilva Wendy Brodeur Timothy DeSmet Sheila Dodge Niall J. Lennon Stacey Gabriel |
author_sort |
Maura Costello |
title |
Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms |
title_short |
Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms |
title_full |
Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms |
title_fullStr |
Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms |
title_full_unstemmed |
Characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms |
title_sort |
characterization and remediation of sample index swaps by non-redundant dual indexing on massively parallel sequencing platforms |
publisher |
BMC |
series |
BMC Genomics |
issn |
1471-2164 |
publishDate |
2018-05-01 |
description |
Abstract Background Here we present an in-depth characterization of the mechanism of sequencer-induced sample contamination due to the phenomenon of index swapping that impacts Illumina sequencers employing patterned flow cells with Exclusion Amplification (ExAmp) chemistry (HiSeqX, HiSeq4000, and NovaSeq). We also present a remediation method that minimizes the impact of such swaps. Results Leveraging data collected over a two-year period, we demonstrate the widespread prevalence of index swapping in patterned flow cell data. We calculate mean swap rates across multiple sample preparation methods and sequencer models, demonstrating that different library methods can have vastly different swapping rates and that even non-ExAmp chemistry instruments display trace levels of index swapping. We provide methods for eliminating sample data cross contamination by utilizing non-redundant dual indexing for complete filtering of index swapped reads, and share the sequences for 96 non-combinatorial dual indexes we have validated across various library preparation methods and sequencer models. Finally, using computational methods we provide a greater insight into the mechanism of index swapping. Conclusions Index swapping in pooled libraries is a prevalent phenomenon that we observe at a rate of 0.2 to 6% in all sequencing runs on HiSeqX, HiSeq 4000/3000, and NovaSeq. Utilizing non-redundant dual indexing allows for the removal (flagging/filtering) of these swapped reads and eliminates swapping induced sample contamination, which is critical for sensitive applications such as RNA-seq, single cell, blood biopsy using circulating tumor DNA, or clinical sequencing. |
topic |
Next generation sequencing Massively parallel sequencing ILLUMINA sequencing Index swapping Index hopping Multiplexing |
url |
http://link.springer.com/article/10.1186/s12864-018-4703-0 |
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