DNA metabarcoding uncovers fungal diversity of mixed airborne samples in Italy

Fungal spores and mycelium fragments are particles which become and remain airborne and have been subjects of aerobiological studies. The presence and the abundance of taxa in aerobiological samples can be very variable and impaired by changeable climatic conditions. Because many fungi produce mycot...

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Published inPloS one Vol. 13; no. 3; p. e0194489
Main Authors Banchi, Elisa, Ametrano, Claudio Gennaro, Stanković, David, Verardo, Pierluigi, Moretti, Olga, Gabrielli, Francesca, Lazzarin, Stefania, Borney, Maria Francesca, Tassan, Francesca, Tretiach, Mauro, Pallavicini, Alberto, Muggia, Lucia
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 20.03.2018
Public Library of Science (PLoS)
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Abstract Fungal spores and mycelium fragments are particles which become and remain airborne and have been subjects of aerobiological studies. The presence and the abundance of taxa in aerobiological samples can be very variable and impaired by changeable climatic conditions. Because many fungi produce mycotoxins and both their mycelium fragments and spores are potential allergens, monitoring the presence of these taxa is of key importance. So far data on exposure and sensitization to fungal allergens are mainly based on the assessment of few, easily identifiable taxa and focused only on certain environments. The microscopic method used to analyze aerobiological samples and the inconspicuous fungal characters do not allow a in depth taxonomical identification. Here, we present a first assessment of fungal diversity from airborne samples using a DNA metabarcoding analysis. The nuclear ITS2 region was selected as barcode to catch fungal diversity in mixed airborne samples gathered during two weeks in four sites of North-Eastern and Central Italy. We assessed the taxonomic composition and diversity within and among the sampled sites and compared the molecular data with those obtained by traditional microscopy. The molecular analyses provide a tenfold more comprehensive determination of the taxa than the traditional morphological inspections. Our results prove that the metabarcoding analysis is a promising approach to increases quality and sensitivity of the aerobiological monitoring. The laboratory and bioinformatic workflow implemented here is now suitable for routine, high-throughput, regional analyses of airborne fungi.
AbstractList Fungal spores and mycelium fragments are particles which become and remain airborne and have been subjects of aerobiological studies. The presence and the abundance of taxa in aerobiological samples can be very variable and impaired by changeable climatic conditions. Because many fungi produce mycotoxins and both their mycelium fragments and spores are potential allergens, monitoring the presence of these taxa is of key importance. So far data on exposure and sensitization to fungal allergens are mainly based on the assessment of few, easily identifiable taxa and focused only on certain environments. The microscopic method used to analyze aerobiological samples and the inconspicuous fungal characters do not allow a in depth taxonomical identification. Here, we present a first assessment of fungal diversity from airborne samples using a DNA metabarcoding analysis. The nuclear ITS2 region was selected as barcode to catch fungal diversity in mixed airborne samples gathered during two weeks in four sites of North-Eastern and Central Italy. We assessed the taxonomic composition and diversity within and among the sampled sites and compared the molecular data with those obtained by traditional microscopy. The molecular analyses provide a tenfold more comprehensive determination of the taxa than the traditional morphological inspections. Our results prove that the metabarcoding analysis is a promising approach to increases quality and sensitivity of the aerobiological monitoring. The laboratory and bioinformatic workflow implemented here is now suitable for routine, high-throughput, regional analyses of airborne fungi.
Fungal spores and mycelium fragments are particles which become and remain airborne and have been subjects of aerobiological studies. The presence and the abundance of taxa in aerobiological samples can be very variable and impaired by changeable climatic conditions. Because many fungi produce mycotoxins and both their mycelium fragments and spores are potential allergens, monitoring the presence of these taxa is of key importance. So far data on exposure and sensitization to fungal allergens are mainly based on the assessment of few, easily identifiable taxa and focused only on certain environments. The microscopic method used to analyze aerobiological samples and the inconspicuous fungal characters do not allow a in depth taxonomical identification. Here, we present a first assessment of fungal diversity from airborne samples using a DNA metabarcoding analysis. The nuclear ITS2 region was selected as barcode to catch fungal diversity in mixed airborne samples gathered during two weeks in four sites of North-Eastern and Central Italy. We assessed the taxonomic composition and diversity within and among the sampled sites and compared the molecular data with those obtained by traditional microscopy. The molecular analyses provide a tenfold more comprehensive determination of the taxa than the traditional morphological inspections. Our results prove that the metabarcoding analysis is a promising approach to increases quality and sensitivity of the aerobiological monitoring. The laboratory and bioinformatic workflow implemented here is now suitable for routine, high-throughput, regional analyses of airborne fungi.Fungal spores and mycelium fragments are particles which become and remain airborne and have been subjects of aerobiological studies. The presence and the abundance of taxa in aerobiological samples can be very variable and impaired by changeable climatic conditions. Because many fungi produce mycotoxins and both their mycelium fragments and spores are potential allergens, monitoring the presence of these taxa is of key importance. So far data on exposure and sensitization to fungal allergens are mainly based on the assessment of few, easily identifiable taxa and focused only on certain environments. The microscopic method used to analyze aerobiological samples and the inconspicuous fungal characters do not allow a in depth taxonomical identification. Here, we present a first assessment of fungal diversity from airborne samples using a DNA metabarcoding analysis. The nuclear ITS2 region was selected as barcode to catch fungal diversity in mixed airborne samples gathered during two weeks in four sites of North-Eastern and Central Italy. We assessed the taxonomic composition and diversity within and among the sampled sites and compared the molecular data with those obtained by traditional microscopy. The molecular analyses provide a tenfold more comprehensive determination of the taxa than the traditional morphological inspections. Our results prove that the metabarcoding analysis is a promising approach to increases quality and sensitivity of the aerobiological monitoring. The laboratory and bioinformatic workflow implemented here is now suitable for routine, high-throughput, regional analyses of airborne fungi.
Author Banchi, Elisa
Verardo, Pierluigi
Borney, Maria Francesca
Ametrano, Claudio Gennaro
Tassan, Francesca
Pallavicini, Alberto
Moretti, Olga
Gabrielli, Francesca
Lazzarin, Stefania
Tretiach, Mauro
Muggia, Lucia
Stanković, David
AuthorAffiliation University of Hyogo, JAPAN
8 Regional Agency for Environmental Protection Friuli Venezia Giulia, Department of Trieste, Trieste, Italy
5 Regional Agency for Environmental Protection Marche, Ascoli Piceno, Italy
7 Regional Agency for Environmental Protection Valle d’Aosta, Saint-Christophe, Italy
1 Department of Life Sciences, University of Trieste, Trieste, Italy
2 Marine Biology Station, National Institute of Biology, Piran, Slovenia
3 Regional Agency for Environmental Protection Friuli Venezia Giulia, Department of Pordenone, Pordenone, Italy
6 Regional Agency for Environmental Protection Veneto, Vicenza, Italy
4 Regional Agency for Environmental Protection Umbria, Terni, Italy
AuthorAffiliation_xml – name: 2 Marine Biology Station, National Institute of Biology, Piran, Slovenia
– name: 3 Regional Agency for Environmental Protection Friuli Venezia Giulia, Department of Pordenone, Pordenone, Italy
– name: 4 Regional Agency for Environmental Protection Umbria, Terni, Italy
– name: 6 Regional Agency for Environmental Protection Veneto, Vicenza, Italy
– name: 1 Department of Life Sciences, University of Trieste, Trieste, Italy
– name: 5 Regional Agency for Environmental Protection Marche, Ascoli Piceno, Italy
– name: 8 Regional Agency for Environmental Protection Friuli Venezia Giulia, Department of Trieste, Trieste, Italy
– name: University of Hyogo, JAPAN
– name: 7 Regional Agency for Environmental Protection Valle d’Aosta, Saint-Christophe, Italy
Author_xml – sequence: 1
  givenname: Elisa
  surname: Banchi
  fullname: Banchi, Elisa
– sequence: 2
  givenname: Claudio Gennaro
  surname: Ametrano
  fullname: Ametrano, Claudio Gennaro
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  surname: Stanković
  fullname: Stanković, David
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– sequence: 11
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  surname: Pallavicini
  fullname: Pallavicini, Alberto
– sequence: 12
  givenname: Lucia
  orcidid: 0000-0003-0390-6169
  surname: Muggia
  fullname: Muggia, Lucia
BackLink https://www.ncbi.nlm.nih.gov/pubmed/29558527$$D View this record in MEDLINE/PubMed
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ContentType Journal Article
Copyright 2018 Banchi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2018 Banchi et al 2018 Banchi et al
Copyright_xml – notice: 2018 Banchi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2018 Banchi et al 2018 Banchi et al
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Snippet Fungal spores and mycelium fragments are particles which become and remain airborne and have been subjects of aerobiological studies. The presence and the...
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StartPage e0194489
SubjectTerms Airborne microorganisms
Allergens
Biology
Biology and Life Sciences
Climate change
Climatic conditions
Computer and Information Sciences
Cornus florida
Crop diseases
Deoxyribonucleic acid
DNA
Ecosystem biology
Ecosystems
Environmental protection
Fragments
Fungi
Identification
Life sciences
Medicine and Health Sciences
Microorganisms
Microscopy
Monitoring
Morphology
Mycotoxins
People and places
Regional analysis
Research and Analysis Methods
Ribosomal DNA
Sensitivity analysis
Spores
Taxa
Workflow
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Title DNA metabarcoding uncovers fungal diversity of mixed airborne samples in Italy
URI https://www.ncbi.nlm.nih.gov/pubmed/29558527
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https://www.proquest.com/docview/2016539478
https://pubmed.ncbi.nlm.nih.gov/PMC5860773
https://doaj.org/article/7a6121682a3c4ec0ba0b6fe5896b5faa
http://dx.doi.org/10.1371/journal.pone.0194489
Volume 13
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