Performance evaluation of multiplex PCR including Aspergillus—not so simple!
Medical Mycology, 2017, 55, 56–62
doi: 10.1093/mmy/myw080
Advance Access Publication Date: 23 September 2016
Review Article
Review Article
Performance evaluation of multiplex PCR
including Aspergillus—not so simple!
1
Paris-Diderot, Sorbonne Paris Cité University, 2 Parasitology-Mycology Laboratory, Saint-Louis Hospital,
Assistance Publique-Hôpitaux de Paris (AP-HP) and 3 Institut Pasteur, Molecular Mycology Unit, CNRS
URA3012, National Reference Center of Invasive Mycoses and Antifungals, Paris, France
∗
To whom correspondence should be addressed. Stéphane Bretagne, Laboratoire de Parasitologie-Mycologie, Hôpital
Saint Louis, 1 rue Claude Vellefaux, 75010, Paris, France. Tel: +33 1 42 49 95 03; Fax: +33 1 42 49 48 03;
E-mail:
Received 25 April 2016; Revised 4 July 2016; Accepted 8 July 2016
Abstract
Multiplex PCRs have been designed for including species other than Aspergillus fumigatus for the diagnosis of invasive aspergillosis, such as microarrays, liquid-phase
array, and electrospray-ionization mass spectrometry (PCR/ESI MS). These methods are
based on the selection of multiple primers to amplify different species with the specificity checked by hybridization to a probe or by base composition of the amplicon for
the PCR/ESI MS. When testing complex samples such as respiratory specimens, some
clinically relevant species can be missed. Indeed, it is impossible to design primers able
to amplify all the known fungal species with the same efficiency. Therefore, the best amplified species may not be the most clinically relevant. Multiplex assays have also been
proposed to detect A. fumigatus DNA and azole resistance. Since the gene responsible
for azole resistance is single copy and the gene used for detection is multicopy, only the
high fungal loads can be evaluated. Thus, although interesting for investigating mycobiome, the multiplex assays should be used with cautious for the diagnosis of IA or the
detection of resistance. For the diagnosis of invasive aspergillosis, validated quantitative
PCRs specifically targeting A. fumigatus or a limited set of species to increase sensitivity
is a safer option.
Key words: Aspergillus, multiplex PCR, microarray, multiplexed PCR and liquid-phase array, electrospray-ionization
mass spectrometry, azole resistance detection.
Introduction
The microbiological diagnosis of invasive aspergillosisis (IA), mainly due to Aspergillus fumigatus,1 includes
pathology, direct examination, culture, and three surrogate
biomarkers: the antigens galactomannan and (1→3)-β-Dglucan for which commercial assays are available, as well
56
as fungal nucleic acids for which commercial and in-house
polymerase chain reaction (PCR) assays have been developed. Given the difficulty to obtain biopsies in immunocompromised patients, the low sensitivity of classical microbiology,2 and the rate of false positivity of galactomannan and
the lack of specificity for IA of (1→3)-β-D-glucan,3 PCR
C The Author 2016. Published by Oxford University Press on behalf of The International Society for Human and Animal
Mycology. All rights reserved. For permissions, please e-mail:
Alexandre Alanio1,2,3 and Stéphane Bretagne1,2,3,∗
Alanio and Bretagne
Designing primers for multiplex use
The difficulties in developing primers able to amplify every
species with the same efficiency are exemplified with the
mycobiome studies. The goal is to amplify with one primer
pair all the fungi present in the sample, to obtain sequences
corresponding to OTU (operational taxonomic unit), and
to infer from this result the number of fungi present in the
sample tested. The objective of the PCR assay is to have the
best representation of the species panel of one sample, if
possible with respect of the relative quantification of each
fungal species.
The first step for developing such assays is an in silico analysis of the sequences available for the fungi in
databases. The in silico studies show that biases cannot be
avoided, with some species more efficiently amplified than
other, for instance, a better amplification of ascomycetes
compared to basidiomycetes.14 Due to the high polymorphism of the fungi, it is impossible to get primers able to amplify all the known fungal species without any mismatches
with the targeted sequences. Therefore, a better amplification is expected with the species without any mismatches in
the primer sequences, which can be neither the most abundant species nor the most clinically relevant species. The
result does not represent the real image of the mixture of
species in the initial sample but the image of the species that
are the most easily amplified.
To complete in silico studies for the specific point of detection of the real mixtures, some authors have tested mock
communities.15 The number of fungal species and the relative abundance of the species are then perfectly controlled
in the samples tested. It is therefore possible to compare
the yield of primer pairs designed after in silico analyses. The observation is that no primer pair could reconstruct the known taxonomic distribution with perfect accuracy. Moreover, computational analysis of primer coverage
and specificity cannot adequately predict behaviour under
mixed biological conditions.15 Of note the worst primers
are the ITS1 primers, the most frequently used in mycobiome studies.15 The main conclusion is then that biases
are inevitable. Another way to evidence the biases due to
primer choice is the difference observed between culture
and high throughput sequencing methods. When performing whole genome sequencing (metagenomic) without any
specific primers, the correlation with culture is satisfactory
whereas using ITS primers (metaxonomic) the correlation
is low.16
Impact of primer design for IA diagnosis
The mixture of several primer sets raises concern each time
multiple sets of primers or primers designed for amplifying
several species are used. The impossibility to design primers
with no mismatches with all the fungal species must be
taken into account when performing multiplex PCR assays
for the diagnosis of IA.
In serum or blood samples, the presence of contaminant non-fumigatus DNA in the sampling tubes is always a
risk.17 This undesirable DNA can come from environment,
reagents, enzymes, antibiotics, other perfused products, or
the tube itself.18,19 Panfungal primers increase the probability of amplifying environmental non-fumigatus DNA
because nontargeted mould DNAs can then compete with
A. fumigatus DNA during the amplification reaction. Since
the A. fumigatus DNA has always been shown to be in a
small amount in patients,6,7 a little non-fumigatus DNA
can prevent A. fumigatus amplification. The risk is then to
has been extensively studied for more than 20 years in the
hope to overcome the limitations of the other methods. Recently, consensual technical requirement has been reached
for performing diagnostic quantitative PCR on serum.4,5
One of the reasons why PCR is not in (...truncated)