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Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Evolutionary origin, population diversity, and diagnostics for a cryptic hybrid pathogen
Jacob L Steenwyk1,2,3, Sonja Knowles4, Rafael W Bastos5,6
1Howards Hughes Medical Institute and the Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA.
Abstract:
Cryptic fungal pathogens pose significant identification and disease management challenges due to their morphological resemblance to known pathogenic species while harboring genetic and (often) infectionrelevant trait differences. The cryptic fungal pathogen Aspergillus latus, an allodiploid hybrid originating from Aspergillus spinulosporus and an unknown close relative of Aspergillus quadrilineatus within section Nidulantes, remains poorly understood. The absence of accurate diagnostics for A. latus has led to misidentifications, hindering epidemiological studies and the design of effective treatment plans. We conducted an in-depth investigation of the genomes and phenotypes of 44 globally distributed isolates (41 clinical isolates and three type strains) from Aspergillus section Nidulantes. We found that 21 clinical isolates were A. latus; notably, standard methods of pathogen identification misidentified all A. latus isolates. The remaining isolates were identified as A. spinulosporus (8), A. quadrilineatus (1), or A. nidulans (11). Phylogenomic analyses shed light on the origin of A. latus, indicating one or two hybridization events gave rise to the species during the Miocene, approximately 15.4 to 8.8 million years ago. Characterizing the A. latus pangenome uncovered substantial genetic diversity within gene families and biosynthetic gene clusters. Transcriptomic analysis revealed that both parental genomes are actively expressed in nearly equal proportions and respond to environmental stimuli. Further investigation into infection-relevant chemical and physiological traits, including drug resistance profiles, growth under oxidative stress conditions, and secondary metabolite biosynthesis, highlight distinct phenotypic profiles of the hybrid A. latus compared to its parental and closely related species. Leveraging our comprehensive genomic and phenotypic analyses, we propose five genomic and phenotypic markers as diagnostics for A. latus species identification. These findings provide valuable insights into the evolutionary origin, genomic outcome, and phenotypic implications of hybridization in a cryptic fungal pathogen, thus enhancing our understanding of the underlying processes contributing to fungal pathogenesis. Furthermore, our study underscores the effectiveness of extensive genomic and phenotypic analyses as a promising approach for developing diagnostics applicable to future investigations of cryptic and emerging pathogens.
Insights
Cryptic fungal pathogen Aspergillus latus is often misidentified. This study reveals its hybrid origin and distinct traits, proposing new diagnostic markers for accurate identification and improved disease management.
Area of Science:
- Mycology and Pathogen Identification
- Genomics and Evolutionary Biology
Background:
- Cryptic fungal pathogens present diagnostic challenges due to morphological similarity to known species.
- Aspergillus latus, a cryptic hybrid pathogen, is poorly understood, leading to misidentifications and hindering effective disease management.
Approach:
- Genomic and phenotypic analyses of 44 Aspergillus section Nidulantes isolates, including 41 clinical samples.
- Phylogenomic and pangenome analyses to elucidate the origin and genetic diversity of A. latus.
- Transcriptomic analysis to assess gene expression from parental genomes and phenotypic characterization of infection-relevant traits.
Key Points:
- Standard identification methods misidentified all 21 clinical A. latus isolates.
- Phylogenomic analysis suggests A. latus originated from hybridization events during the Miocene.
- A. latus exhibits substantial genetic diversity and distinct phenotypic profiles compared to its relatives.
Conclusions:
- Proposed five genomic and phenotypic markers for accurate A. latus species identification.
- Findings enhance understanding of hybridization's role in fungal pathogen evolution and pathogenesis.
- Highlights the utility of comprehensive genomic and phenotypic analyses for cryptic pathogen diagnostics.
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