ABSTRACT
Azole resistance in Aspergillus fumigatus is on the rise. Nontarget-mediated mechanisms are a common cause of azole resistance in chronic pulmonary aspergillosis (CPA). Here, we investigate resistance mechanisms using whole-genome sequencing. Sixteen azole-resistant A. fumigatus isolates from CPA were sequenced to assess genome rearrangements. Seven out of 16 CPA isolates showed genomic duplications compared to zero out of 18 invasive isolates. Duplication of regions, including cyp51A, increased gene expression. Our results suggest aneuploidy as an azole resistance mechanism in CPA.
KEYWORDS: Aspergillus fumigatus, Mycology, antifungal resistance, azole, genome analysis, genome organization
INTRODUCTION
Aspergillus fumigatus is the predominant causative agent of aspergillosis, a disease that affects over 10 million people globally and is annually responsible for >650,000 deaths (1, 2). There are few effective drugs for aspergillosis therapy, and only three classes of drugs are currently used in clinical practice with the azole classes representing the frontline therapy for these pulmonary infections. Azole therapy for aspergillosis was introduced in the 1970s with itraconazole and now involves progressively more potent and tolerable compounds. Current therapy is based on itraconazole, voriconazole, posaconazole, and isavuconazole; however, azole resistance and therapeutic failure are emerging.
The course of aspergillosis can either be rapid, lasting a few weeks or months in invasive infections, or protracted, lasting many years in the case of chronic infections. This disparity between duration of infection, and hence treatment, may lead to differences in the types of resistance mechanisms observed in each manifestation of the disease. Such differences may also arise from the different modes of infection, with hyphae in invasive disease rapidly ramifying through tissue and formation of fungal masses (aspergillomas) in expanding cavities in chronic infections. Estimated mortality for chronic disease is about 400,000 per year (2).
Resistance to azoles is an acknowledged global problem. Increasing azole resistance has been well documented in recent years (3–5). Many isolates from invasive aspergillosis carry alterations in the cyp51A target gene but many isolates are resistant due to unknown mechanisms and this proportion of non-cyp51A mediated resistance appears to be higher in longer term forms of infection such as chronic pulmonary aspergillosis (CPA).
Aneuploidy in fungi is a well-studied phenomenon (6, 7). Recent work in Candida albicans and Cryptococcus neoformans suggests that aneuploidy involving repeated chromosomal regions containing key azole resistance genes is a possible resistance mechanism in fungal pathogens of humans (8, 9).
Here, we observed aneuploidy in non-cyp51A azole resistant A. fumigatus isolates from clinically defined CPA patients. The aneuploidy involves duplication of chromosome regions containing genes relevant to the ergosterol biosynthesis pathway or other genes previously identified in azole resistance, either in laboratory screens or in wild isolates. This is the first observation of clinically relevant aneuploidy related to drug resistance in A. fumigatus.
Genome sequences from 16 CPA, 11 environmental, and 38 A. fumigatus isolates from patients with invasive pulmonary aspergillosis (IPA) were assessed for aneuploidy. All 16 CPA isolates were obtained from six patients over the course of therapy and seven of them (43.75%) displayed aneuploidy (Fig. 1A). Of these, two identical duplications were observed in isolates F15390 and F14352 and another two identical duplications were observed in strains 10.26048 and 14.48326. Each pair of these isolates was obtained from an individual patient. No invasive or environmental isolate showed aneuploidy. Many of these duplications occurred in azole resistant CPA isolates and may account for azole resistance as duplicated chromosomal regions contain genes associated with azole tolerance or resistance such as cyp51A, cyp51B, the cyp51 electron carrier protein cyp51ec, several major facilitator superfamily (MFS), or ABC transporters and transcription factors.
In order to determine whether duplication of chromosomal segments containing cyp51A results in overexpression, we used RT-PCR to test gene expression of isolates with aneuploid regions containing cyp51A (10) and control isolates in the presence and absence of sub-MIC levels of itraconazole (Fig. 1C). We found isolates carrying duplications in cyp51A overexpressed these genes either in the presence of absence of azole. We have previously reported that a 2-fold overexpression of cyp51A is sufficient for high-level azole resistance and we note that overexpression of cyp51B is associated with resistance in clinical isolates although no causal relationship has yet been established (11, 12).
Resistance in IPA is often associated with cyp51A mutations previously associated with azole resistance (5). A single cerebral aspergillosis isolate (labeled “CA” in Fig. 1) included in the study displayed both resistance to itraconazole and aneuploidy. Chromosomal regions mapped to the Af293 genome are indicated in Fig. 1B. The list of genes contained within these regions is given in Fig. S2. Genes of potential interest are indicated in Fig. 1B.
Our study demonstrated that aneuploidy is observed in a significant proportion of azole resistant CPA isolates that do not carry a mutation in cyp51A (43.75%) with duplicated chromosomal regions frequently containing genes known to be involved in azole resistance. This result must be treated with caution as only one azole sensitive CPA isolate is included in the study and the isolates were taken from only six CPA patients with potential confounding effects due to lineage. We also note that cyp51A-mediated resistance has been previously observed in CPA, although such isolates were not deliberately excluded from this study. We therefore expect this figure might be an overestimate. Because aneuploidy in this study was confined to CPA isolates, this suggests that either particular stress environment or prolonged azole treatment is important in this form of resistance in Aspergillus. Given the small size of this study, it is likely that aneuploidy will also be observed in invasive or environmental isolates that have been exposed to stress over long periods; however, it is possible that the long-term nature of CPA may predispose to aneuploid modes of stress adaptation. Aneuploidy is well studied in model fungal systems and has been shown to arise during a wide range of conditions such as osmotic or oxidative stress. Azole resistance arising from aneuploidy has been observed in laboratory isolates of Candida and Cryptococcus (9, 13); however, this is the first observation of this phenomenon in Aspergillus to our knowledge.
Aspergillus fumigatus genome sequence was obtained from NCBI SRA archive for previously characterized invasive and environmental isolates (listed in [14] and Table S1). A further set of CPA isolates, was obtained from the Mycology Reference Centre Manchester and sequenced in this study, including F5927, 9.19483, 9.20478, 11.30906, 16.71802, 9.21057, 9.21038, 8.18149, 17.5075, 10.26048, 14.48236, and AF300. For these isolates, genomic DNA was extracted as described in (15). Quantity and size of DNA was assessed using gel electrophoresis to ensure quantity and minimum 50 Kb fragment size. Genomes were sequenced using an Illumina MiSEQ to a depth of >70× for all isolates in the study. MICs were determined according to the European Committee on Antimicrobial Susceptibility Testing (EUCAST) standard methodology (16).
Genome sequences were subjected to QC using Trimmomatic v0.36 (14) and CNV was assessed in both gene dependent and gene independent manner using bespoke scripts based around Bowtie 2 (17). Alignment to cDNA and overlapping 500 bp genome segments was performed as described in the Bowtie2 manual and previously exemplified in fungi (18). CNV was mapped to both A1163 and Af293 genomes and potential boundary regions were remapped to confirm duplication boundaries. Results are shown for Af293 but are the same for A1163.
Differences in gene expression of A. fumigatus cyp51A in the presence or absence of itraconazole was determined for strains displaying aberrant cyp51 copy numbers compared to controls. RT–PCR for cyp51A was performed as previously described (10). Negative controls consisted of no-RNA or no-template wells with or without reverse transcriptase and reactions were performed in triplicate. Primers used are cyp51AqPCR-F (TGCAGAGAAAAGTATGGCGA) and cyp51A qPCR-R (CGCATTGACATCCTTGAGC). Changes in gene expression were determined using the 2−ΔΔCt method. Statistical analysis using nonparametric analogous Wilcoxon tests on paired samples was performed using GraphPad Prism v9 (La Jolla, CA, USA).
ACKNOWLEDGMENTS
We thank Caroline Moore for MIC determination and CNAG Barcelona for performing the sequencing. P.B., M.B., and M.R. conceived and designed the study; A.K., S.G., and M.B. performed the lab work; P.B. wrote the manuscript with revisions by S.G., A.K., M.B., and M.R.
S.G. was co-funded by the NIHR Manchester Biomedical Research Centre. The work was primarily funded by EU F7 project SYBARIS (grant agreement 242220). P.B. and M.B. were supported by Wellcome Trust 208396/Z/17/Z, 219551/Z/19/Z, NIH R01AI143198-01, and MRC MR/M02010X/1 grants during the bioinformatic analysis.
In the past 5 years, S.G. has received speaker fees from Gilead Sciences and research grant support from Pfizer outside the submitted work.
Footnotes
Supplemental material is available online only.
REFERENCES
- 1.Latgé J-P, Chamilos G. 2019. Aspergillus fumigatus and Aspergillosis in 2019. Clin Microbiol Rev 33. 10.1128/CMR.00140-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Bongomin F, Gago S, Oladele RO, Denning DW. 2017. Global and multi-national prevalence of fungal diseases-estimate precision. J Fungi Basel Switz 3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Chowdhary A, Sharma C, Hagen F, Meis JF. 2014. Exploring azole antifungal drug resistance in Aspergillus fumigatus with special reference to resistance mechanisms. Future Microbiol 9:697–711. 10.2217/fmb.14.27. [DOI] [PubMed] [Google Scholar]
- 4.Cools HJ, Fraaije BA. 2013. Update on mechanisms of azole resistance in Mycosphaerella graminicola and implications for future control. Pest Manag Sci 69:150–155. 10.1002/ps.3348. [DOI] [PubMed] [Google Scholar]
- 5.Pérez-Cantero A, López-Fernández L, Guarro J, Capilla J. 2020. Azole resistance mechanisms in Aspergillus: update and recent advances. Int J Antimicrob Agents 55:105807. 10.1016/j.ijantimicag.2019.09.011. [DOI] [PubMed] [Google Scholar]
- 6.Storchova Z. 2018. Evolution of aneuploidy: overcoming the original CIN. Genes Dev 32:1459–1460. 10.1101/gad.321810.118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Upshall A. 1971. Phenotypic specificity of aneuploid states in Aspergillus nidulans. Genet Res 18:167–171. 10.1017/s0016672300012568. [DOI] [PubMed] [Google Scholar]
- 8.Selmecki A, Forche A, Berman J. 2010. Genomic plasticity of the human fungal pathogen Candida albicans. Eukaryot Cell 9:991–1008. 10.1128/EC.00060-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Chang YC, Khanal Lamichhane A, Kwon-Chung KJ. 2018. Cryptococcus neoformans, unlike Candida albicans, Forms aneuploid clones directly from uninucleated cells under fluconazole stress. mBio 9. 10.1128/mBio.01290-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Fraczek MG, Bromley M, Buied A, Moore CB, Rajendran R, Rautemaa R, Ramage G, Denning DW, Bowyer P. 2013. The cdr1B efflux transporter is associated with non-cyp51a-mediated itraconazole resistance in Aspergillus fumigatus. J Antimicrob Chemother 68:1486–1496. 10.1093/jac/dkt075. [DOI] [PubMed] [Google Scholar]
- 11.Buied A, Moore CB, Denning DW, Bowyer P. 2013. High-level expression of cyp51B in azole-resistant clinical Aspergillus fumigatus isolates. J Antimicrob Chemother 68:512–514. 10.1093/jac/dks451. [DOI] [PubMed] [Google Scholar]
- 12.Abastabar M, Hosseini T, Valadan R, Lagzian M, Haghani I, Aslani N, Badali H, Nouripour-Sisakht S, Nazeri M, Gholami S, Vakili M, Bowyer P, Shokohi T, Hedayati MT. 2019. Novel point mutations in cyp51A and cyp51B genes associated with itraconazole and posaconazole resistance in Aspergillus clavatus isolates. Microb Drug Resist 25:652–662. 10.1089/mdr.2018.0300. [DOI] [PubMed] [Google Scholar]
- 13.Bing J, Hu T, Zheng Q, Muñoz JF, Cuomo CA, Huang G. 2020. Experimental evolution identifies adaptive aneuploidy as a mechanism of fluconazole resistance in Candida auris. Antimicrob Agents Chemother 65:e01466-20. 10.1128/AAC.01466-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Etienne KA, Berkow EL, Gade L, Nunnally N, Lockhart SR, Beer K, Jordan IK, Rishishwar L, Litvintseva AP. 2021. Genomic diversity of azole-resistant aspergillus fumigatus in the United States. mBio 12:e01803-21. 10.1128/mBio.01803-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Bolger AM, Lohse M, Usadel B. 2014. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30:2114–2120. 10.1093/bioinformatics/btu170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Arendrup MC, Cuenca-Estrella M, Lass-Flörl C, Hope W, EUCAST-AFST . 2012. EUCAST technical note on the EUCAST definitive document EDef 7.2: method for the determination of broth dilution minimum inhibitory concentrations of antifungal agents for yeasts EDef 7.2 (EUCAST-AFST). Clin Microbiol Infect 18:E246–247. 10.1111/j.1469-0691.2012.03880.x. [DOI] [PubMed] [Google Scholar]
- 17.Langmead B, Salzberg SL. 2012. Fast gapped-read alignment with Bowtie 2. Nat Methods 9:357–359. 10.1038/nmeth.1923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Lofgren LA, Uehling JK, Branco S, Bruns TD, Martin F, Kennedy PG. 2019. Genome-based estimates of fungal rDNA copy number variation across phylogenetic scales and ecological lifestyles. Mol Ecol 28:721–730. 10.1111/mec.14995. [DOI] [PubMed] [Google Scholar]
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