An imputed ancestral reference genome for the Mycobacterium tuberculosis complex better captures structural genomic diversity for reference-based alignment workflows
Harrison, L. B.; Kapur, V.; Behr, M. A.
Show abstract
Reference-based alignment of short-reads is a widely used technique in genomic analysis of the Mycobacterium tuberculosis complex (MTBC) and the choice of reference sequence impacts the interpretation of analyses. The most widely used reference genomes include the ATCC type strain (H37Rv) and the putative MTBC ancestral sequence of Comas et al. both of which are based on a lineage 4 sequence. As such, these referents do not capture the complete structural variation now known to be present in the MTBC. To better represent the base of the MTBC, we generated an imputed ancestral genomic sequence, termed MTBC0 from reference-free alignments of closed MTBC genomes. When used as a reference sequence in alignment workflows, MTBC0 mapped more short sequencing reads and called more SNPs relative to the Comas et al. sequence while exhibiting minimal impact on the overall phylogeny of MTBC. The results also show that MTBC0 provides greater fidelity in capturing genomic variation and allows for the inclusion of regions absent in H37Rv such as the TbD1 and RvD4496/RD7/RD713 regions in standard MTBC workflows without additional steps. The use of MTBC0 as an ancestral reference sequence into a standard workflows modestly improved read mapping, SNP calling and intuitively facilitates the study of structural variation and evolution in MTBC. Data SummaryThe MTBC0 sequence, is available in the online data supplement in FASTA format at https://github.com/lukebharrison/MTBC0. Included with the MTBC0 sequence in the data supplement are: the reference-free alignment of MTBC closed genomes in hierarchical alignment (HAL) format, control files for cactus, annotations for H37Rv and L8, a BED file of regions excluded from SNP calls lifted over onto MTBC0, as well as the scripts used to call SNPs and the phylogenetic trees generated in this article. All previously published sequence data is available at the NCBI nucleotide and SRA databases, accession number for sequences used in this manuscript are available in Supplementary Tables 1 and 2. Impact StatementThis article describes an imputed ancestral genomic sequence (MTBC0) at the base of the MTBC for use as a reference sequence for Mycobacterium tuberculosis genomic workflows. Widely used reference sequences are limited to the structural diversity present in H37Rv, a lineage 4 isolate. MTBC0 obviates this limitation by incorporating the structural variation present at the base of the Mycobacterium tuberculosis complex (MTBC) by encompassing a wide sample of human and animal lineages including newly discovered lineages (L8, M. orygis). Use of MTBC0 enables the mapping of more reads and calling of more SNPs and allows for the investigation of structural variation not present in the current used reference sequences within this important group of animal and human pathogens.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Global distribution and evolution of Mycobacterium bovis lineages 95%
- High-throughput nanopore sequencing of Treponema pallidum tandem repeat genes arp and tp0470 reveals clade-specific patterns and recapitulates global whole genome phylogeny 95%
- No Assembly Required: Using BTyper3 to Assess the Congruency of a Proposed Taxonomic Framework for the Bacillus cereus group with Historical Typing Methods 94%
Similar papers in this journal
- Horizontal gene transfer to a defensive symbiont with a reduced genome amongst a multipartite beetle microbiome 94%
- Frequent genetic exchanges revealed by a pan-mitogenome graph of a fungal plant pathogen 93%
- Paracoccidioides genomes reflect high levels of species divergence and little interspecific gene flow 92%
Similar papers in this journal
Similar papers in this journal
- Contiguous and complete assemblies of Blastocystis gut microbiome-associated protists reveal evolutionary diversification to host ecology 94%
- Third generation sequencing revises the molecular karyotype for Toxoplasma gondii and identifies emerging copy number variants in sexual recombinants. 94%
- Accurate genotyping of three major respiratory bacterial pathogens with ONT R10.4.1 long-read sequencing 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.