Rapid whole genome- and annotation-based multilocus sequence typing of the fungal pathogen Histoplasma capsulatum
van Vliet, A. H. M.
Show abstract
Introduction. Histoplasma capsulatum is an important fungal pathogen of humans, especially in immunocompromised patients, and the World Health Organisation has listed Histoplasma as a High Priority fungal pathogen. The taxonomy of the genus Histoplasma is still under development, but its only species H. capsulatum has at least of seven lineages, and a range of sublineages. Gap Statement. Allelic multilocus sequence typing (MLST) has been very successfully applied for typing and epidemiology of pathogenic bacteria, but its adoption for fungal pathogens is more limited. Genome sequence-based MLST approaches promise much a higher resolution for comparative phylogenetics, but there are only a small number of genome assemblies available for H. capsulatum. Aim. To develop and validate genome-based MLST typing for H. capsulatum. Methodology. A total of 406 genome assemblies were generated from publicly available Illumina short-read sequencing samples. Selected genome assemblies were subsequently used to generate MLST schemes with chewBBACA, based on whole genome sequences (wgMLST), NCBI-obtained annotations (annMLST) and annotations obtained with Funannotate (fanMLST), and used for lineage identification, and comparative analyses of population structure. Results. Genome assemblies were successfully generated for 406 H. capsulatum samples, with BUSCO completeness scores of over 98%. A subset of 60 genome assemblies was used to generate and validate MLST schemes based on the 60 genome assemblies, 5 genome annotations obtained from Genbank, and 13 genome annotations generated using Funannotate, resulting in schemes with > 8,000 markers. Each of the MLST schemes allowed reproducible separation of all 7 lineages and 6 H. capsulatum Suramericanum sublineages, without the need for high-performance clusters or powerful computing equipment. Comparison of the different schemes using tanglegrams and scatter plots showed good reproducibility (r2 values of 0.8-1.0). Comparison of total sizes of genome assemblies showed significant lineage-dependent size differences, with the Suramericanum, LAmB, India, Capsulatum and Mississippiense lineages averaging a total genome size of 30-33 million bp, and the Africa and Ohiense lineages averaging at 39 million bp. Conclusion. Genome sequence- and especially genome annotation-based MLST analyses are a promising approach that can be adapted as a rapid, high-throughput method for genomic clustering and epidemiological tracing of pathogenic fungi.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Development of rice conidiation media for Ustilaginoidea virens 94%
- Multi-locus phylogenetic network analysis of Ampelomyces mycoparasites isolated from diverse powdery mildews in Australia and the generation of two de novo genome assemblies 94%
- Characterization of Metarhizium majus (Hypocreales: Clavicipitaceae) isolated from the Western Cape province, South Africa 94%
Similar papers in this journal
- Cross kingdom analysis of putative quadruplex-forming sequences in fungal genomes: novel antifungal targets to ameliorate fungal pathogenicity? 93%
- Current population structure and pathogenicity patterns of Ascochyta rabiei in Australia 93%
- ANASFV: a workflow for ASFV whole genome sequencing, assembly, and evaluation 92%
Similar papers in this journal
- Revealing virulence potential of clinical and environmental Aspergillus fumigatus isolates using Whole-genome sequencing 95%
- Comparative genomics of three Colletotrichum scovillei strains and genetic analysis revealed genes involved in fungal growth and virulence on chili pepper 94%
- DAnIEL: A User-Friendly Web Server for Fungal ITS Amplicon Sequencing Data 93%
Similar papers in this journal
- Co-evolution of Large inverted repeats and G-quadruplex DNA in fungal mitochondria may facilitate mitogenome stability: the case of Malassezia 93%
- Development and Validation of LAMP Primer Sets for Rapid and Correct Identification of Aspergillus fumigatus Carrying the cyp51A TR46 Azole Resistance Gene 93%
- Genomic and transcriptomic analysis of camptothecin producing novel fungal endophyte - Alternaria burnsii NCIM 1409 93%
Similar papers in this journal
- Comparative genomic analyses shed light on the introduction routes of rice-pathogenic Burkholderia gladioli strains into Bangladesh 93%
- Telomere-to-telomere genome assembly of Microsporidia sp. MB, a microsporidian symbiont of Anopheles coluzzii isolated from Burkina Faso 92%
- Comparative genomics of Alternaria species provides insights into the pathogenic lifestyle of Alternaria brassicae - a pathogen of the Brassicaceae family 92%
"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.