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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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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