Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCR

The airborne mycobiota has been understudied in comparison with the mycobiota present in other agricultural environments. Traditional, culture-based methods allow the study of a small fraction of the organisms present in the atmosphere, thus missing important information. In this study, the aerial m...

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Main Authors: Sara Franco Ortega, Ilario Ferrocino, Ian Adams, Simone Silvestri, Davide Spadaro, Maria Lodovica Gullino, Neil Boonham
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Fungi
Subjects:
Online Access:https://www.mdpi.com/2309-608X/6/4/372
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spelling doaj-d6dbde0204ee4f52837a54e9d6e41c9e2020-12-18T00:02:16ZengMDPI AGJournal of Fungi2309-608X2020-12-01637237210.3390/jof6040372Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCRSara Franco Ortega0Ilario Ferrocino1Ian Adams2Simone Silvestri3Davide Spadaro4Maria Lodovica Gullino5Neil Boonham6Centre of Competence for the Innovation in the Agro-Environmental Sector—AGROINNOVA, University of Turin, Via Paolo Braccini 2, I-10095 Grugliasco (TO), ItalyDepartment of Agricultural, Forestry and Food Sciences (DiSAFA), University of Torino, Via Paolo Braccini 2, I-10095 Grugliasco (TO), ItalyFERA, National Agri-Food Innovation Campus, Sand Hutton, York YO41 1LZ, UKEnte Nazionale per la Risicultura (ENTERISI), Strada per Ceretto 4, 27030 Castello d’Agogna (PV), ItalyCentre of Competence for the Innovation in the Agro-Environmental Sector—AGROINNOVA, University of Turin, Via Paolo Braccini 2, I-10095 Grugliasco (TO), ItalyCentre of Competence for the Innovation in the Agro-Environmental Sector—AGROINNOVA, University of Turin, Via Paolo Braccini 2, I-10095 Grugliasco (TO), ItalySchool of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne NE1 7RU, UKThe airborne mycobiota has been understudied in comparison with the mycobiota present in other agricultural environments. Traditional, culture-based methods allow the study of a small fraction of the organisms present in the atmosphere, thus missing important information. In this study, the aerial mycobiota in a rice paddy has been examined during the cropping season (from June to September 2016) using qPCRs for two important rice pathogens (<i>Pyricularia oryzae</i> and <i>Bipolaris oryzae</i>) and by using DNA metabarcoding of the fungal ITS region. The metabarcoding results demonstrated a higher alpha diversity (Shannon–Wiener diversity index H′ and total number of observed species) at the beginning of the trial (June), suggesting a higher level of community complexity, compared with the end of the season. The main taxa identified by HTS analysis showed a shift in their relative abundance that drove the cluster separation as a function of time and temperature. The most abundant OTUs corresponded to genera such as <i>Cladosporium</i>, <i>Alternaria, Myrothecium</i>, or <i>Pyricularia</i>. Changes in the mycobiota composition were clearly dependent on the average air temperature with a potential impact on disease development in rice. In parallel, oligotyping analysis was performed to obtain a sub-OTU identification which revealed the presence of several oligotypes of <i>Pyricularia</i> and <i>Bipolaris</i> with relative abundance changing during monitoring.https://www.mdpi.com/2309-608X/6/4/372airbornespore trapDNA metabarcodingrice<i>Pyricularia</i><i>Bipolaris</i>
collection DOAJ
language English
format Article
sources DOAJ
author Sara Franco Ortega
Ilario Ferrocino
Ian Adams
Simone Silvestri
Davide Spadaro
Maria Lodovica Gullino
Neil Boonham
spellingShingle Sara Franco Ortega
Ilario Ferrocino
Ian Adams
Simone Silvestri
Davide Spadaro
Maria Lodovica Gullino
Neil Boonham
Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCR
Journal of Fungi
airborne
spore trap
DNA metabarcoding
rice
<i>Pyricularia</i>
<i>Bipolaris</i>
author_facet Sara Franco Ortega
Ilario Ferrocino
Ian Adams
Simone Silvestri
Davide Spadaro
Maria Lodovica Gullino
Neil Boonham
author_sort Sara Franco Ortega
title Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCR
title_short Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCR
title_full Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCR
title_fullStr Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCR
title_full_unstemmed Monitoring and Surveillance of Aerial Mycobiota of Rice Paddy through DNA Metabarcoding and qPCR
title_sort monitoring and surveillance of aerial mycobiota of rice paddy through dna metabarcoding and qpcr
publisher MDPI AG
series Journal of Fungi
issn 2309-608X
publishDate 2020-12-01
description The airborne mycobiota has been understudied in comparison with the mycobiota present in other agricultural environments. Traditional, culture-based methods allow the study of a small fraction of the organisms present in the atmosphere, thus missing important information. In this study, the aerial mycobiota in a rice paddy has been examined during the cropping season (from June to September 2016) using qPCRs for two important rice pathogens (<i>Pyricularia oryzae</i> and <i>Bipolaris oryzae</i>) and by using DNA metabarcoding of the fungal ITS region. The metabarcoding results demonstrated a higher alpha diversity (Shannon–Wiener diversity index H′ and total number of observed species) at the beginning of the trial (June), suggesting a higher level of community complexity, compared with the end of the season. The main taxa identified by HTS analysis showed a shift in their relative abundance that drove the cluster separation as a function of time and temperature. The most abundant OTUs corresponded to genera such as <i>Cladosporium</i>, <i>Alternaria, Myrothecium</i>, or <i>Pyricularia</i>. Changes in the mycobiota composition were clearly dependent on the average air temperature with a potential impact on disease development in rice. In parallel, oligotyping analysis was performed to obtain a sub-OTU identification which revealed the presence of several oligotypes of <i>Pyricularia</i> and <i>Bipolaris</i> with relative abundance changing during monitoring.
topic airborne
spore trap
DNA metabarcoding
rice
<i>Pyricularia</i>
<i>Bipolaris</i>
url https://www.mdpi.com/2309-608X/6/4/372
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