Frontiers in Microbiology · 2020 · 23 citations · 29 references
Life SciencesFood ScienceMicrobiologyGenome AssemblyGenomicsMicrobial GenomicsDna SequencingGenome SequencingNext-generation SequencingPathogen Detection In FoodsSequence Quality ControlShort-read AssemblyDna Sequence Data AnalysisLibrary PreparationNext-generation Sequencing Data AnalysisRead Quality AssessmentSequence EvaluationShort-read SequencingVariant Calling From Short ReadsWhole Genome Sequencing Studies
) in duplicate, according to their routine in-house sequencing protocol. Four different types of Illumina sequencing platforms (MiSeq, NextSeq, iSeq, NovaSeq) and one Ion Torrent sequencing instrument (S5) were involved in the study. Sequence quality parameters were determined for all data sets and centrally compared between laboratories. SNP and cgMLST calling were performed to assess the reproducibility of sequence data collected for individual samples. Overall, we found Illumina short read data to be more accurate (higher base calling accuracy, fewer miss-assemblies) and consistent (little variability between independent sequencing runs within a laboratory) than Ion Torrent sequence data, with little variation between the different Illumina instruments. Two laboratories with Illumina instruments submitted sequence data with lower quality, probably due to the use of a library preparation kit, which shows difficulty in sequencing low GC genome regions. Differences in data quality were more evident after assembling short reads into genome assemblies, with Ion Torrent assemblies featuring a great number of allele differences to Illumina assemblies. Clonality of samples was confirmed through SNP calling, which proved to be a more suitable method for an integrated data analysis of Illumina and Ion Torrent data sets in this study.
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