Literature DB >> 33502304

Exact mapping of Illumina blind spots in the Mycobacterium tuberculosis genome reveals platform-wide and workflow-specific biases.

Samuel J Modlin1, Cassidy Robinhold1, Christopher Morrissey1, Scott N Mitchell1, Sarah M Ramirez-Busby1, Tal Shmaya1, Faramarz Valafar1.   

Abstract

Whole-genome sequencing (WGS) is fundamental to Mycobacterium tuberculosis basic research and many clinical applications. Coverage across Illumina-sequenced M. tuberculosis genomes is known to vary with sequence context, but this bias is poorly characterized. Here, through a novel application of phylogenomics that distinguishes genuine coverage bias from deletions, we discern Illumina 'blind spots' in the M. tuberculosis reference genome for seven sequencing workflows. We find blind spots to be widespread, affecting 529 genes, and provide their exact coordinates, enabling salvage of unaffected regions. Fifty-seven pe/ppe genes (the primary families assumed to exhibit Illumina bias) lack blind spots entirely, while the remaining pe/ppe genes account for 55.1 % of blind spots. Surprisingly, we find coverage bias persists in homopolymers as short as 6 bp, shorter tracts than previously reported. While G+C-rich regions challenge all Illumina sequencing workflows, a modified Nextera library preparation that amplifies DNA with a high-fidelity polymerase markedly attenuates coverage bias in G+C-rich and homopolymeric sequences, expanding the 'Illumina-sequenceable' genome. Through these findings, and by defining workflow-specific exclusion criteria, we spotlight effective strategies for handling bias in M. tuberculosis Illumina WGS. This empirical analysis framework may be used to systematically evaluate coverage bias in other species using existing sequencing data.

Entities:  

Keywords:  Illumina; blind spots; coverage bias; homopolymers; sequencing; tuberculosis

Year:  2021        PMID: 33502304     DOI: 10.1099/mgen.0.000465

Source DB:  PubMed          Journal:  Microb Genom        ISSN: 2057-5858


  3 in total

1.  Benchmarking the empirical accuracy of short-read sequencing across the M. tuberculosis genome.

Authors:  Maximillian Marin; Roger Vargas; Michael Harris; Brendan Jeffrey; L Elaine Epperson; David Durbin; Michael Strong; Max Salfinger; Zamin Iqbal; Irada Akhundova; Sergo Vashakidze; Valeriu Crudu; Alex Rosenthal; Maha Reda Farhat
Journal:  Bioinformatics       Date:  2022-01-10       Impact factor: 6.931

2.  Performance and Agreement Between WGS Variant Calling Pipelines Used for Bovine Tuberculosis Control: Toward International Standardization.

Authors:  Víctor Lorente-Leal; Damien Farrell; Beatriz Romero; Julio Álvarez; Lucía de Juan; Stephen V Gordon
Journal:  Front Vet Sci       Date:  2021-12-14

3.  Tatajuba: exploring the distribution of homopolymer tracts.

Authors:  Leonardo de Oliveira Martins; Samuel Bloomfield; Emily Stoakes; Andrew J Grant; Andrew J Page; Alison E Mather
Journal:  NAR Genom Bioinform       Date:  2022-02-02
  3 in total

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