Search bioRxiv⌕ Search

bioRxiv · 10.1101/2020.08.31.275297

Genome-Wide Association for Itraconazole Sensitivity in Non-Resistant Clinical Isolates of Aspergillus fumigatus

Abstract

Aspergillus fumigatus is a potentially lethal opportunistic pathogen that infects over [~]200,000 people and causes [~]100,000 deaths per year globally. Treating A. fumigatus infections is particularly challenging because of the recent emergence of azole-resistance. The majority of studies focusing on the molecular mechanisms underlying azole resistance have examined azole-resistant isolates. However, isolates that are susceptible to azoles also display variation in their sensitivity, presenting a unique opportunity to identify genes contributing to azole sensitivity. Here, we used genome-wide association (GWA) analysis to identify loci involved in azole sensitivity by analyzing the association between 68,853 SNPs and itraconazole (ITCZ) minimum inhibitory concentration (MIC) in 76 clinical isolates of A. fumigatus from Japan. Population structure analysis suggests the presence of four distinct populations, with ITCZ MICs distributed relatively evenly across populations. We independently conducted GWA when treating ITCZ MIC as a quantitative trait and a binary trait and identified two SNPs with strong associations that were identified in both analyses. These SNPs fell within the coding regions of Afu2g02220 and Afu2g02140. We functionally validated Afu2g02220 by knocking it out using a CRISPR/Cas-9 approach, because orthologs of this gene are involved in sterol modification and ITCZ targets the ergosterol pathway. Knockout strains displayed no difference in growth compared to the parent strain in minimal media, yet a minor but consistent inhibition of growth in the presence of 0.15 ug/ml ITCZ. Our results suggest that GWA paired with efficient gene deletion is a powerful and unbiased strategy for identifying the genetic basis of complex traits in A. fumigatus. ImportanceAspergillus fumigatus is a pathogenic mold that can infect and kill individuals with compromised immune systems. The azole class of drugs provide antifungal activity against A. fumigatus infections and have become an essential treatment strategy. Unfortunately, A. fumigatus azole resistance has recently emerged and rapidly risen in frequency making treatment more challenging. Our understanding of the molecular basis of azole sensitivity has been shaped mainly through candidate gene studies. Unbiased approaches are necessary to understand the full repertoire of genes and genetic variants underlying azole resistance and sensitivity. Here, we provide the first application of genome-wide association analysis in A. fumigatus in the identification of a gene (Afu2g02220) that contributes to itraconazole susceptibility. Our approach, which combines association mapping and CRISPR/Cas-9 for functional validation of candidate genes, has broad application for investigating the genetic basis of complex traits in fungal systems.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Zhao, S., Ge, W., Watanabe, A., Fortwendel, J. R., Gibbons, J. G.. 2020-08-31. Genome-Wide Association for Itraconazole Sensitivity in Non-Resistant Clinical Isolates of Aspergillus fumigatus. https://doi.org/10.1101/2020.08.31.275297

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Contig-Resolved Genetic Context of Antimicrobial Resistome in Sediments of Two Contrasting Wastewater-Impacted Rivers

River sediments harbor diverse antimicrobial resistance (AMR) determinants; however, gene abundance alone provides limited insight into their genomic context, mobility potential, and associated bacterial hosts. This study employed an assembly- and read-mapping metagenomic framework to surface-sediment metagenomes (40.78 Gb clean data) from two contrasting wastewater-impacted Indian rivers, Adyar (Chennai) and Musi (Hyderabad), retaining sample-, contig- and open reading frame level provenance. ARG-carrying contigs (ACCs; n = 2,402) were annotated for mobile genetic elements (MGEs), biocide/metal resistance genes (BMRGs), virulence factor genes (VFGs), nitrogen-cycling genes (NCycGs), and putative host taxonomy. The resistomes exhibited substantial diversity (264 ARG subtypes) and spatial heterogeneity, with subtype richness in the Adyar (up to 171 subtypes) than in the Musi, where richness progressively declined downstream. Rank IV determinants dominated ARG abundance (77.82%), whereas Rank I determinants accounted for only 9.89%. MGEs were detected on just 3.12% (75/2,402) of ACCs, predominantly comprising plasmid-like contigs and proximal ARG-MGE associations. Co-occurrence with BMRGs was observed on 386 ACCs, whereas VFGs were uncommon (26 ACCs) and primarily represented dual-annotated efflux and envelope-integrity determinants rather than independent virulence loci. NCyc annotations were sparse (12 ACCs), with no evidence of complete nitrification or denitrification pathways. Taxonomic classification resolved 217 ACCs to the species level, with no matches to curated human pathogenic bacteria. Only two Acinetobacter-assigned ACCs exhibited both genus-level pathogenicity and mobility evidence. These findings highlight the importance of integrating mobility and host-taxonomic information to distinguish baseline environmental resistance from potential priorities for AMR surveillance.

genomics↗

Time-resolved single-cell screening reveals the dynamic regulatory architecture of human cardiogenesis

Congenital heart disease (CHD) originates during early embryogenesis, yet when disease genes act cannot be determined from existing data. Human fetal heart atlases lack critical time points, and perturbation screens that systematically assess gene function currently profile at most a few time points. Here we combined single-cell CRISPR screening of 400 disease-relevant genes in cardioids, sampled daily over seven developmental days (~975,000 cells), with a matched multiome atlas. Perturbation phenotypes were strongly dependent on developmental stage. Perturbations that reshaped cell-fate allocation or gene expression were enriched for CHD-linked genes, and most acted already during progenitor stages. Timing was largely independent of the target gene's own expression, marking instead when a cell state became functionally dependent on it, and some effects persisted after expression declined. Consensus gene regulatory networks integrating perturbation and multiome data recovered stage-specific regulators and nominated HOXB2 and HOXB3 as candidate cardiac regulators. Many perturbations converged on shared downstream programmes, which were reorganised through differentiation. Effects correlated in progenitors were maintained in differentiated cells, split into distinct programmes, converged with other perturbations or disappeared entirely, indicating that gene function is highly context dependent. Beyond advancing our understanding of the developmental regulatory logic underlying CHD, our work provides a resource for developing context-dependent models for in silico prediction of perturbation effects.

genomics↗

A Y-specific translocated gsdf copy is a candidate master sex-determining gene in common dab (Limanda limanda)

Sex-determining systems in flatfishes are highly diverse, and even closely related species can differ in both sex-determining loci and heterogametic systems. In common dab (Limanda limanda), the genetic basis of sex determination has not yet been established. Here, we investigated sex determination using pooled whole-genome sequencing combined with long-read genome sequencing of females and males from Iceland and Norway. Genome-wide allele-frequency analyses identified sex-associated regions consistent with male heterogamety (XX/XY), with the strongest signal on chromosome 16. Comparison of the existing reference assembly, which represents an X haplotype at this locus, with a haplotype-resolved male PacBio HiFi assembly revealed a [~]21.5 kb Y-specific insertion on chromosome 16. The insertion showed complete coverage in male pools but little or no coverage in female pools from either population. It contained a translocated genomic segment including a copy of gonadal soma-derived factor (gsdf) and a predicted gene of unknown function. Comparative genomic analyses were consistent with this segment originating from an autosomal gsdf-containing region on chromosome 1. Given the recurrent recruitment of gsdf as a sex-determining factor in teleosts, we designate the Y-linked copy gsdfY and identify it as the strongest candidate for the master sex-determining gene in common dab. Additional broad sex-associated differentiation on chromosome 19 was restricted to the Icelandic samples and may reflect population-specific expansion of the sex-linked region, although its structural basis remains unresolved. Together, these findings provide the first genomic characterization of sex determination in common dab and demonstrate how gene duplication and translocation can contribute to the evolution of novel sex-determining systems in flatfishes.

genomics↗