Figures
Abstract
Objective
Early diagnosis of invasive aspergillosis is essential for positive patient outcome. Likewise genotyping of fungal isolates is desirable for outbreak control in clinical setting. We designed a molecular assay that combines detection, identification, and genotyping of Aspergillus fumigatus in a single reaction.
Methods
To this aim we combined 20 markers in a multiplex reaction and the results were seen following mini-sequencing readings. Pure culture extracts were firstly tested. Thereafter, Aspergillus-DNA samples obtained from clinical specimens of patients with possible, probable, or proven aspergillosis according to European Organization for the Research and Treatment of Cancer/Mycoses Study Group (EORTC/MSG) criteria.
Results
A new set of designed primers allowed multilocus sequence typing (MLST) gene amplification in a single multiplex reaction. The newly proposed SNaPAfu assay had a specificity of 100%, a sensitivity of 89% and detection limit of 1 ITS copy/mL (∼0.5 fg genomic Aspergillus-DNA/mL). The marker A49_F was detected in 89% of clinical samples. The SNaPAfu assay was accurately performed on clinical specimens using only 1% of DNA extract (total volume 50 µL) from 1 mL of used bronchoalveolar lavage.
Conclusions
The first highly sensitive and specific, time- and cost-economic multiplex assay was implemented that allows detection, identification, and genotyping of A. fumigatus strains in a single amplification followed by mini-sequencing reaction. The new test is suitable to clinical routine and will improve patient management.
Citation: Caramalho R, Gusmão L, Lackner M, Amorim A, Araujo R (2013) SNaPAfu: A Novel Single Nucleotide Polymorphism Multiplex Assay for Aspergillus fumigatus Direct Detection, Identification and Genotyping in Clinical Specimens. PLoS ONE 8(10): e75968. https://doi.org/10.1371/journal.pone.0075968
Editor: Floyd L. Wormley Jr, The University of Texas at San Antonio, United States of America
Received: May 29, 2013; Accepted: August 16, 2013; Published: October 18, 2013
Copyright: © 2013 Caramalho et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This work was supported by Fundação Calouste Gulbenkian grant n°. 35-9924-S/2009 and partially resulted in the Master Thesis on Forensic Genetics of RC. The work was also partially supported by Pfizer Inc. (grant n. IIR#WS1948668). RA is supported by Fundação para a Ciência e a Tecnologia (FCT) Ciência 2007 and by the European Social Fund. Institute of Molecular Pathology and Immunology of the University of Porto is an Associate Laboratory of the Portuguese Ministry of Science, Technology and Higher Education and is partially supported by FCT. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Aspergillus fumigatus is the major filamentous fungal pathogen in severely ill patients, causing disseminated infections [1]. Invasive aspergillosis (IA) is associated with mortality above 50% [2]. Early and reliable diagnosis of invasive fungal infections (IFIs) can lower patients' mortality and reduce treatment expenses, due to an early targeted therapy, but this is often difficult and might be in part also due to the limitations of conventional diagnostic techniques (culture and histology), which often lack sensitivity, promptness, and efficiency [3]–[5]. As an example, detection of circulating galactomannan (GM) has become commonly used but false-positive and false-negative results are still a major limitation to this auxiliary method for an earlier IA diagnosis [6]. Nucleic acid-based assays have the capacity to diagnose fungal diseases in an early stage. False-positive results represent drawbacks, as a direct consequence of the high sensitivity of molecular assays and to ubiquitous presence of A. fumigatus in the environment [3], [7].
Molecular assays are presently recommended for correct identification of A. fumigatus within Aspergillus section Fumigati and evaluation of its genetic diversity, a critical issue for outbreak controlling [8]–[11]. Current gold standard in microbial genotyping is Multilocus sequence typing (MLST), developed for A. fumigatus by Bain et al. [12]. The present MLST panel combines seven housekeeping genes showing a discriminatory power of 0.93, not as high as microsatellite genotyping, but with the advantage of providing a free online database which improves data transferability and genetic analyses. MLST proved to be specific for this fungal species within section Fumigati [13]–[15], but remains expensive, laborious, and unfeasible for routine examination due to multiple sequencing.
The implementation of single nucleotide polymorphism (SNP) markers has been suggested as an attractive alternative for the detection of specific bacterial lineages and/or identification purposes [16]–[18]. A SNP based strategy has recently been developed for genotyping of Pseudomonas aeruginosa presenting a discriminatory power of 0.9993 comparing with MLST [19].
The aim of this study was to design an assay that combines detection, identification and genotyping in a single reaction and that performs directly on DNA extracts gained from clinical specimens. To this aim, we selected a panel of discriminatory-informative SNPs that are variable enough to accurately detect, identify and genotype A. fumigatus isolates and combine those markers in a single multiplex reaction named SNaPAfu.
Materials and Methods
Ethics Statement
The Ethics commission of Innsbruck Medical University had approved retrospective usage of residual materials from diagnostics. A written informed consent was provided by study participants and/or their legal guardians.
MLST genotyping employing a multiplex strategy
The MLST sequence alignment generated by multiplex reaction is needed as basis for the development of the SNaPAfu assay, as this assay is built on SNPs located in MLST genes. A set of seven housekeeping genes was studied in 20 clinical and unrelated A. fumigatus isolates as suggested by Bain et al. [12]. These strains were obtained from sputum samples collected from patients admitted at Hospital S. João (Oporto, Portugal) and had been previously genotyped by microsatellite-based strategy [8], [9]. Singleplex amplification was performed as previously described [12]. These primers were found unsuitable for a multiplex reaction as they formed dimers. Therefore new primers were designed using Primer 3 (http://frodo.wi.mit.edu/) and the absence of hairpins and dimers verified in silico using Autodimer software (http://www.cstl.nist.gov/strbase/AutoDimerHomepage/AutoDimerProgramHomepage.htm); newly selected primers are listed in Table 1. Multiplex PCR amplification reaction consisted of: 0.5 µL of genomic DNA (50 ng–250 ng), 2.5 µL of My Taq™ HS MIX (Bioline) and 0.5 µL of primer mix (each primer at 2.0 µM), in a final volume of 5.0 µL. The multiplex PCR reaction was run at the following conditions: initial denaturation step at 95°C for 15 min, followed by 35 cycles of denaturation at 95°C for 30 s, annealing at 61°C for 1 min and extension at 70°C for 1 min, followed by a final extension step at 70°C for 10 min. Amplification products of multiplex PCR products were confirmed on polyacrylamide gel and visualized by silver staining.
Sequencing analysis.
Amplification products were purified with ExoSAP-IT (USB Corporation); 1.0 µL of ExoSAP-IT was added to 1.5 µL of amplification product. After purification, sequencing reaction was conducted as previously described [9]. Sequencing data were processed and analyzed with Sequencing 5.2 analysis software (Applied Biosystems).
SNaPAfu assay
The methodic strategy used for the SNaPAfu assay is based on targeting only SNPs present in MLST genes instead of amplifying full MLST gene sequences. In the SNaPAfu assay these SNPs are amplified in a multiplex reaction and subsequently analyzed by mini-sequence reaction.
MLST sequences were added into a database that included all the information available at MLST database (http://pubmlst.org/afumigatus/). Sequence alignment of target genes was performed (throughout the 3036 bp MLST concatenated sequences) and a final set of 20 SNPs was selected. Primers were designed for those positions, combined in a multiplex reaction, and a non-homologous tail was added at the 5′ end of extension primers to ensure separation by capillary electrophoresis (Table 2).
A genotyping reference set of 113 clinical and environmental A. fumigatus strains previously genotyped by microsatellite-based strategy isolated in Portugal were tested used for the establishment of the SNaPAfu assay [8], [9]. Clinical strains (n = 76) were mainly obtained from sputum samples collected from patients admitted at Hospital S. João (Oporto, Portugal). Environmental strains (n = 37) were collected from soil, water, and air samples at Oporto region. A reference strain of A. fumigatus (ATCC46646) was also included in the strains set. A second group of fungal strains belonging to the section Fumigati was obtained from Centraalbureau voor Schimmelcultures (CBS): Aspergillus fumigatiaffinis (CBS117186), A. lentulus (CBS116880, CBS117180, CBS117182, and CBS117885), A. novofumigatus (CBS117519), A. unilateralis (CBS126.56 and CBS283.66), A. viridinutans (CBS121595), Neosartorya fischeri (CBS316.89), N. hiratsukae (CBS124073), N. pseudofischeri (CBS208.92 and CBS110899), and N. udagawae (CBS114217). In addition, eight strains of Aspergillus belonging to other sections (A. flavus, A. niger, A. nidulans, and A. terreus) were also tested to verify the specificity of the assay. DNA was extracted from conidia using the sodium hydroxide method as previously described (http://www.aspergillus.org.uk/indexhome.htm?secure/laboratory_protocols). DNA extracts with concentrations reaching from 50 ng to 250 ng were suspended in 50 µL of ultrapure water (Qiagen) and stored at −20°C.
The mini-sequencing assays were carried out in a final volume of 5.0 µl, containing 1.5 µl of purified PCR product, 1.0 µl of the SNaPAfu primer mix (each primer at 1 µM), 1.0 µl of SNaPshot™ Ready Mix (Applied Biosystems), and 1.5 µl of ultrapure water (Qiagen). The mini-sequencing reaction was performed as recommended by the manufacturer. A post-purification treatment of SNaPshot™ products was performed with 1 U of SAP (USB Corporation) at 37°C for 1 h, followed by a cycle of 85°C for 15 min. The products (0.5 µl) were mixed with 9.0 µl of HiDi™ formamide (Applied Biosystems) and 0.5 µl of GeneScan-120 LIZ size standard (Applied Biosystems). Capillary electrophoresis was performed on a 3130xl Genetic Analyzer and the SNaPAfu profiles analyzed using GeneMapper™ version 4.0 (Applied Biosystems).
The detection limit of the newly proposed method for A. fumigatus in clinical samples was determined by testing serial dilutions of conidia (from 10000 to 0.01 A. fumigatus ITS copies/mL) in serum samples, as previously recommended [20]. By definition the lowest concentration of conidia capable to be detected by at least five molecular markers defined the detection limit. These tests were run in duplicates for two different strains.
Application on clinical samples
A defined and well-described reference set of 37 clinical specimens (bronchoalveolar lavages (BAL) and biopsy materials) from Innsbruck Medical University were studied retrospectively using the new SNaPAfu assay (see Table 3). The samples were obtained from 21 patients with possible (n = 8), probable (n = 7), and proven (n = 6) aspergillosis according to the European Organization for the Research and Treatment of Cancer/Mycoses Study Group (EORTC/MSG) criteria [21]. The samples had been previously tested by culturing, direct microscopy, GM, and pan-fungal PCR. Aspergillus Platelia test (Bio-Rad Laboratories) was performed for BAL samples with sufficient sample volume according to manufactures instructions, regarding samples with values ≥0.5 as positive. An amount of 1 mL of BAL (total amount received for microbial diagnostics 50 mL) and 2.5 mg of lung biopsy was used for DNA extraction. BAL and biopsy samples were conserved with liquid nitrogen (−80°C) and stored until use. DNA was extracted using a modified cetyltrimethylammonium bromide protocol [13], [15], [22] and finally resuspended in 50 µl of ultrapure water. Extracted DNA was detected with an in-house pan-fungal PCR as previously described [22], [23]. Following DNA extraction, the DNA was stored at −20°C for few months (in this study the oldest samples were stored for 6 months).Sequencing was done with Big Dye terminators and a capillary sequencer (3500 Genetic Analyzer; Applied Biosystems).
The DNA extracts gained from the clinical samples were exposed to an enrichment pre-cycle with illutra™ GenomiPhi V2 DNA Amplification Kit (GE Healthcare) by following manufacturer's instructions before multiplex gene amplification. SNaPAfu assay were applied in these samples as described above.
Data and statistical analysis
MLST sequencing data were deposited on an in-house record that included the information of 29 profiles attainable at online databases: 27 profiles accessible by MLST database (http://pubmlst.org/afumigatus/) and sequences of AF293 and AF1163 strains available at ENSEMBL (http://fungi.ensembl.org/index.html). The programs BioEdit sequence alignment editor (available at http://www.mbio.ncsu.edu/bioedit/bioedit.html) and Geneious™ Pro 5.3.4 (Biomatters Ltd, Auckland, New Zealand) were used to align and detect polymorphic positions in DNA sequences. Simpson's diversity index was applied to determine the discriminatory power of the proposed strategy. Data and statistical analyses were performed using Arlequin software v.3.0 (http://cmpg.unibe.ch/software/arlequin3/).
Results
Multiplex for amplification of MLST sequences
The MLST sequences served us as basis for SNaPAfu assay, as the same gene fragments were targeted. To this aim we designed a new set of primers for MLST amplification in order to get MLST genes in a single multiplex reaction (see Figure 1). An optimal annealing temperature of 61°C was determined by performing gradient PCR (data not shown). The PCR multiplex co-amplified seven fragments, corresponding to the MLST housekeeping genes, with sizes ranging from 311 bp to 826 bp for all A. fumigatus strains.
SNaPAfu assay
For this aim, sequences generated with the MLST assay were compared with online MLST data. We created an alignment for the seven genes. On the basis of this alignment we identified 61 polymorphic positions as possible targets for the new molecular assay. Non-polymorphic positions were eliminated, as well as redundant polymorphism positions, and a final set of 20 SNPs was selected. SNPs were selected for the SNaPAfu assay based on their differentiation power. Primers were tested independently in the A. fumigatus reference strain to confirm its specificity (a single peak was observed for each primer confirming the mini-sequencing reaction). Comparing the sequence types distinguishable by MLST versus SNaP profiles obtained by SNaPAfu assay, two MLST profiles (ST14 and ST27) could not be separated; markers for those profiles were not included in our panel due to primers hairpin formation.
SNaPAfu assay was tested on 113 clinical and environmental strains of A. fumigatus, as well as on the non-Aspergillus fumigatus set of clinical relevant fungi. SNaPAfu assay was successfully tested in all A. fumigatus strains, while in non-fumigatus strains failed to provide the complete set of 20 markers. Interestingly, a few markers could still be identified in strains belonging to section Fumigati: a) B129_F and M15_R in all strains from the section Fumigati, b) C193_R in A. lentulus, A. viridinutans, and N. fischeri, c) C540_R in A. viridinutans, N. fischeri, and N. udagawae, and d) C403_R and L164_R in N. fischeri. Strains outside section Fumigati did not show the presence of a single marker (Table S1).
The final electropherogram for each A. fumigatus strain was converted into a SNaP profile (Figure 2). The SNaP profile represented the group of 20 polymorphisms obtained for each isolate (profiles were converted in accordance to MLST profiles to facilitate comparison of results, as shown in Figure 2). A set of 62 SNaP profiles was generated from our population of 113 strains; approximately 70% of the SNaP profiles were unique in the tested population of A. fumigatus. Few polymorphic positions included in our panel were exclusively described in the strain profiles available at MLST database (positions 129 of BGT1 and 403 of CAT1), while others were uniquely described in our strains set (positions 392 of ANCX4, 185 and 540 of CAT1, 164 and 456 of LIP, and 329 of SODB). Strains with similar SNaP profile were re-sequenced by MLST scheme in order to assess the location and number of polymorphisms that could not be detected by SNaPAfu assay. A few polymorphisms were found in a small group of strains, mainly in the genes ANCX4 and CAT1. Novel polymorphisms were uncommon and detected in strains easily differentiated by microsatellites. Those polymorphisms were not included later in the SNaPAfu assay, as they did not add new major discriminatory information.
For this newly developed method, a diversity index value of 0.99 was achieved when compared to MLST. These strains have been previously genotyped by a single microsatellite-based multiplex PCR [8], [9]; furthermore, D was recalculated for the arrangement of both genotyping methods (SNaPAfu plus microsatellite multiplex) offering a combined discriminatory power of 0.9998.
Application of SNaPAfu on clinical samples
The detection limit of SNaPAfu assay was tested for two clinical strains. Serial dilutions of conidia were conducted as previously described [20] using ultrapure water (details in Table S2). The set of 20 markers was observed to be constantly obtained in samples with at least 10 A. fumigatus ITS copies/mL. Bellow this limit few markers failed. The value of 1 ITS copies/mL defined the detection limit of SNaPAfu assay as more than 5 markers can still be detected.
Clinical samples from 37 patients with possible/probable/proven according to the Aspergillus infection EORTC/MSG criteria were tested with SNaPAfu assay. Marker A49_F, confirmed above to be specific for A. fumigatus, was observed in 33 of 37 clinical samples (89%) confirming once again its ability to detect the present of this species (Table 3). Complete SNaPAfu profiles were observed in six samples (total DNA content ranging from 5 ng/µL to 375 ng/µL; among those were one lung biopsy and five BAL samples) retrieved from patients suffering from probable or proven aspergillosis according to the EORTC/MSG criteria (see Table 3). The positivity of direct microscopy and the other diagnostic tests already indicated the high fungal burden present in some samples, reinforced by the presence of highly marked bands on MLST electrophoresis. The results of direct microscopy, culture and GM showed agreement values of 62%, 46%, and 67%, respectively, with SNaPAfu results, similarly to pan-fungal PCR. Samples with efficient amplification of MLST genes and showing intense bands in MLST electrophoresis resulted in clearer electropherograms and better correlation with SNaPAfu results (Table 3). The samples with lower fungal DNA amount showed less intense bands or absence of bands in MLST electrophoresis and, therefore, only a few peaks (from 2 to 6) were observed on the final electropherogram. Markers B129_F, L_164R, and M15_R were commonly observed in clinical samples (were detected in around 70% of the samples), however, these markers were identified above in species from section Fumigati besides A. fumigatus.
Discussion
The new SNaPAfu assay, an innovative method proficient to detect, identify and genotype A. fumigatus was established. This strategy of this assay is to target the most relevant polymorphisms present in MLST alignments. Instead of sequencing gene sequences like MLST, in the new SNaPAfu assay only SNPs are targeted, amplified in a multiplex reaction and subsequent analyzed by mini-sequence reaction. MLST has major advantages as described earlier [7]; disadvantages are undoubtedly related with the final cost (over €50 per sample), and the extended time needed to apply the method to large collections of strains. SNaPAfu assay offers informative data in a single amplification and mini-sequencing reaction. The SNaPAfu assay requires less than a working day (<8 h) to obtain results from clinical samples and estimated cost per sample is less than € 10 (depending on supplier). This innovative method can detect the presence of single or multiple A. fumigatus strains in the DNA extracts of clinical specimens, a pioneering aspect regarding molecular tools with diagnostic purposes, especially in clinical samples' studies such as those related to IA. Although ITS is currently recognized as the primary barcoding marker [24], it presents some limitations for identification of closely related species [25]. MLST genes are capable of reliable identification of several microorganisms and accumulate sufficient variability to genotype microbial isolates [13], [26]–[28]
The ability of SNaPAfu assay to detect the presence of A. fumigatus was confirmed on clinical samples. The specific molecular marker A49_F showed a great sensitivity (89%) in clinical samples. Some other markers included in the assay showed less sensibility (60–70%) to detect A. fumigatus, but the presence of several markers in the multiplex platform guarantees the presence of some peaks in the final electropherogram, even if a very small amount of DNA is present in the extract gained from bronchoalveolar or biopsy materials. SNaPAfu assay showed high sensitivity (89%) and good correlation with GM values (67%), similarly to previously described for other molecular assays [29], [30].
The presence of a non-fumigatus Aspergillus species that belongs to section Fumigati can also be suggested by the present methodology. Six markers (B129_F, C193_R, C403_R, C540_R, L_164R, and M15_R) were detected in species from section Fumigati, while the remaining markers were specific for A. fumigatus. The presence of such markers and the absence of specific A. fumigatus markers may suggest the presence of a rare species belonging to section Fumigati, some of them clinically very relevant and even resistant to the commonly used antifungal compounds [12], [13], [15], [31]. However, this ability to detect and confirm the presence of other species from section Fumigati still needs to be clarified. These species are rare and its genetic diversity is still poorly known. A higher number of species and strains need to be tested to confirm the persistent presence/absence of those molecular markers in their genome. No markers could be detected in other Aspergillus species.
The availability of molecular multiplexes for detection of several fungi has been reported of greater clinical interest, and it might be of major importance regarding molecular diagnosis approaches. An ideal molecular panel would be converted into an assay applicable to clinically complex samples and comprising a pool of markers suitable not only for detection, but also for identification and general overview of microbial population structure (if possible available through free online platforms). The novel SNaPAfu may be used as a feasible, reliable and forceful alternative regarding this matter.
Major limitations of the present assay are related to the difficulties to detect some markers in clinical samples. A complete panel with 20 peaks was observed only in samples with high DNA quality and quantity. As it has already been reported [32], the efficiency of the Aspergillus PCR is limited by the extraction procedure, such as low recovery of fungal DNA complemented with bacterial and human DNAs and/or presence of PCR inhibitors, and not by PCR amplification itself. The usage of molecular assays in such samples results in the loss of some genotyping power and the ability to detect multiple strains. Further inclusion or replacement of specific and well-studied markers may improve this feature. As previously stated, our method had a detection limit of 0.5 fg genomic Aspergillus DNA/mL, which is similar to 1 ITS copy/mL. This assay was not tested in blood and/or serum samples. Some limitations can be faced in such samples as the presence of PCR inhibitors and the DNA concentration can be below the detection limit observed in this study. Biopsies and BAL samples used in this work are currently very important clinical samples to establish proven invasive infections [21]. Improvements that could lead to the application of this tool in such samples would be of great value to clinical laboratories.
One of the major benefits of this assay is the possibility to reach fungal diagnosis, A. fumigatus identification and genotype in a single reaction. A clearer and deeper understanding of the A. fumigatus epidemiology and routes of transmission is essential to develop coherent and effective control measures to prevent contact of critical patients. Employment of reliable genotyping methods becomes crucial for understanding the large genetic diversity of A. fumigatus [8]–[10], [23], [33], monitoring clinical outbreaks caused by A. fumigatus [34], [35] and identifying contamination sources in hospitals. MLST is the current “gold standard” method for microorganism genotyping; SNaPAfu assay herein described exhibits similar discrimination power with great improvements in practicability and cost. The inherent plasticity of the current assay allows the addition of these and other markers to the panel able to provide relevant information concerning the studied fungal strains (e.g. pathogenicity, susceptibility, mating-type, or population genetics of specific populations). Such information coded by SNPs can easily be managed and included in the present panel.
Molecular methods are efficient to detect multiple strains in daily clinical samples and assess the efficacy of antifungal treatments [9], [36]–[38]. We strongly believe that SNaPAfu comprises a great potential for clinical routine examination launching a new generation of diagnostic molecular tools. It represents a fast, standardized, inexpensive and interactive platform for detection, identification and population analysis of A. fumigatus in clinical specimens.
Supporting Information
Table S1.
Results of SNaPAfu assay tested in Aspergillus species.
https://doi.org/10.1371/journal.pone.0075968.s001
(XLSX)
Table S2.
The detection limit of SNaPAfu assay determined by testing serial dilutions of A. fumigatus conidia.
https://doi.org/10.1371/journal.pone.0075968.s002
(XLSX)
Author Contributions
Conceived and designed the experiments: LG AA RA. Performed the experiments: RC ML RA. Analyzed the data: RC LG ML RA. Contributed reagents/materials/analysis tools: ML AA RA. Wrote the paper: RC LG ML AA RA.
References
- 1. Denning DW (1998) Invasive Aspergillosis. Clin Infect Dis 26: 781–803.
- 2. Kousha M, Tadi R, Soubani AO (2011) Pulmonary aspergillosis: a clinical review. Eur Resp Rev 20: 156–174.
- 3. Caillot D, Mannone L, Cuisenier B, Couaillier JF (2001) Role of early diagnosis and aggressive surgery in the management of invasive pulmonary aspergillosis in neutropenic patients. Clin Microbiol Infect 7 Suppl 2: 54–61.
- 4. Ostrosky-Zeichner L (2012) Invasive Mycoses: Diagnostic Challenges. Am J Med 125: S14–S24.
- 5. Mayr A, Lass-Florl C (2011) Epidemiology and antifungal resistance in invasive aspergillosis according to primary disease - review of the literature. Eur J Med Res 16: 153–157.
- 6. Segal BH, Walsh TJ (2006) Current approaches to diagnosis and treatment of invasive aspergillosis. Am J Respir Crit Care Med 173: 707–717.
- 7. Walsh TJ, Wissel MC, Grantham KJ, Petraitiene R, Petraitis V, et al. (2011) Molecular detection and species-specific identification of medically important Aspergillus species by real-time PCR in experimental invasive pulmonary aspergillosis. J Clin Microbiol 49: 4150–4157.
- 8. Araujo R, Amorim A, Gusmao L (2010) Genetic diversity of Aspergillus fumigatus in indoor hospital environments. Med Mycol 48: 832–838.
- 9. Araujo R, Pina-Vaz C, Rodrigues AG, Amorim A, Gusmão L (2009) Simple and highly discriminatory microsatellite-based multiplex PCR for Aspergillus fumigatus strain typing. Clin Microbiol Infect 15: 260–266.
- 10. Balajee SA, Tay ST, Lasker BA, Hurst SF, Rooney AP (2007) Characterization of a Novel Gene for Strain Typing Reveals Substructuring of Aspergillus fumigatus across North America. Eukaryotic Cell 6: 1392–1399.
- 11. Serrano R, Gusmao L, Amorim A, Araujo R (2011) Rapid identification of Aspergillus fumigatus within the section Fumigati. BMC Microbiology 11: 82.
- 12. Bain JM, Tavanti A, Davidson AD, Jacobsen MD, Shaw D, et al. (2007) Multilocus Sequence Typing of the Pathogenic Fungus Aspergillus fumigatus. J Clin Microbiol 45: 1469–1477.
- 13. Balajee SA, Nickle D, Varga J, Marr KA (2006) Molecular Studies Reveal Frequent Misidentification of Aspergillus fumigatus by Morphotyping. Eukaryotic Cell 5: 1705–1712.
- 14. Samson RA, Hong S, Peterson SW, Frisvad JC, Varga J (2007) Polyphasic taxonomy of Aspergillus section Fumigati and its teleomorph Neosartorya. Stud Mycol 59: 147–203.
- 15. Balajee SA, Gribskov JL, Hanley E, Nickle D, Marr KA (2005) Aspergillus lentulus sp. nov., a New Sibling Species of A. fumigatus. Eukaryotic Cell 4: 625–632.
- 16. Ben-Darif E, Jury F, De Pinna E, Threlfall EJ, Bolton FJ, et al. (2010) Development of a Multiplex Primer Extension Assay for Rapid Detection of Salmonella Isolates of Diverse Serotypes. J Clin Microbiol 48: 1055–1060.
- 17. Ferri L, Perrin E, Campana S, Tabacchioni S, Taccetti G, et al. (2010) Application of multiplex single nucleotide primer extension (mSNuPE) to the identification of bacteria: the Burkholderia cepacia complex case. J Microbiol Methods 80: 251–256.
- 18. Stephens AJ, Huygens F, Inman-Bamber J, Price EP, Nimmo GR, et al. (2006) Methicillin-resistant Staphylococcus aureus genotyping using a small set of polymorphisms. J Med Microbiol 55: 43–51.
- 19. Eusebio N, Pinheiro T, Amorim AA, Gamboa F, Saraiva L, et al. (2013) SNaPaer: a practical single nucleotide polymorphism multiplex assay for genotyping of Pseudomonas aeruginosa. PLoS ONE 8: e66083.
- 20. Herrera ML, Vallor AC, Gelfond JA, Patterson TF, Wickes BL (2009) Strain-Dependent Variation in 18S Ribosomal DNA Copy Numbers in Aspergillus fumigatus. J Clin Microbiol 47: 1325–1332.
- 21. De Pauw B, Walsh TJ, Donnelly JP, Stevens DA, Edwards JE, et al. (2008) Revised definitions of invasive fungal disease from the European Organization for Research and Treatment of Cancer/Invasive Fungal Infections Cooperative Group and the National Institute of Allergy and Infectious Diseases Mycoses Study Group (EORTC/MSG) Consensus Group. Clin Infect Dis 46: 1813–1821.
- 22. Lass-Florl C, Mutschlechner W, Aigner M, Grif K, Marth C, et al. (2013) Utility of PCR in diagnosis of invasive fungal infections: real-life data from a multicenter study. J Clin Microbiol 51: 863–868.
- 23. Klaassen CH, de Valk HA, Balajee SA, Meis JF (2009) Utility of CSP typing to sub-type clinical Aspergillus fumigatus isolates and proposal for a new CSP type nomenclature. J Microbiol Methods 77: 292–296.
- 24. Schoch CL, Seifert KA, Huhndorf S, Robert V, Spouge JL, et al. (2012) Nuclear ribosomal internal transcribed spacer (ITS) region as a universal DNA barcode marker for Fungi. Proc Natl Acad Sci U S A 109: 6241–6246.
- 25. Geiser DM, Klich MA, Frisvad JC, Peterson SW, Varga J, et al. (2007) The current status of species recognition and identification in Aspergillus. Stud Mycol 59: 1–10.
- 26. Almeida LA, Araujo R (2013) Highlights on molecular identification of closely related species. Infect Genet Evol 13: 67–75.
- 27. Maiden MC (2006) Multilocus sequence typing of bacteria. Annu Rev Microbiol 60: 561–588.
- 28. Martens M, Dawyndt P, Coopman R, Gillis M, De Vos P, et al. (2008) Advantages of multilocus sequence analysis for taxonomic studies: a case study using 10 housekeeping genes in the genus Ensifer (including former Sinorhizobium). Int J Syst Evol Microbiol 58: 200–214.
- 29. Badiee P, Kordbacheh P, Alborzi A, Ramzi M, Shakiba E (2008) Molecular detection of invasive aspergillosis in hematologic malignancies. Infection 36: 580–584.
- 30. Luong ML, Clancy CJ, Vadnerkar A, Kwak EJ, Silveira FP, et al. (2011) Comparison of an Aspergillus real-time polymerase chain reaction assay with galactomannan testing of bronchoalvelolar lavage fluid for the diagnosis of invasive pulmonary aspergillosis in lung transplant recipients. Clin Infect Dis 52: 1218–1226.
- 31. Alcazar-Fuoli L, Mellado E, Alastruey-Izquierdo A, Cuenca-Estrella M, Rodriguez-Tudela JL (2008) Aspergillus Section Fumigati: Antifungal Susceptibility Patterns and Sequence-Based Identification. Antimicrob Agents Chemother 52: 1244–1251.
- 32. White PL, Bretagne S, Klingspor L, Melchers WJ, McCulloch E, et al. (2010) Aspergillus PCR: one step closer to standardization. J Clin Microbiol 48: 1231–1240.
- 33. Debeaupuis JP, Sarfati J, Chazalet V, Latge JP (1997) Genetic diversity among clinical and environmental isolates of Aspergillus fumigatus. Infect Immun 65: 3080–3085.
- 34. Guinea J, Garcia de Viedma D, Pelaez T, Escribano P, Munoz P, et al. (2011) Molecular epidemiology of Aspergillus fumigatus: an in-depth genotypic analysis of isolates involved in an outbreak of invasive aspergillosis. J Clin Microbiol 49: 3498–3503.
- 35. Pelaez T, Munoz P, Guinea J, Valerio M, Giannella M, et al. (2012) Outbreak of invasive aspergillosis after major heart surgery caused by spores in the air of the intensive care unit. Clin Infect Dis 54: e24–31.
- 36. Denning DW, Park S, Lass-Florl C, Fraczek MG, Kirwan M, et al. (2011) High-frequency triazole resistance found in nonculturable Aspergillus fumigatus from lungs of patients with chronic fungal disease. Clin Infect Dis 52: 1123–1129.
- 37. Amorim A, Guedes-Vaz L, Araujo R (2010) Susceptibility to five antifungals of Aspergillus fumigatus strains isolated from chronically colonised cystic fibrosis patients receiving azole therapy. Int J Antimicrob Agents 35: 396–399.
- 38. Howard SJ, Cerar D, Anderson MJ, Albarrag A, Fisher MC, et al. (2009) Frequency and Evolution of Azole Resistance in Aspergillus fumigatus Associated with Treatment Failure. Emerg Infect Dis 15: 1068–1076.