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Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt

This study determined the composition of fungal communities and characterized the enriched fungal species in raw and roasted malts via the third-generation PacBio-based full-length single-molecule real-time (SMRT) sequencing of the full-length amplicon of the internal transcribed spacer (ITS) region...

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Autores principales: Long, Nan, Liu, Jinxin, Liu, Jiali, Li, Ying, Hou, Yujiao, Liao, Xiaofang, Zhou, Lidong, Shi, Linchun, Kong, Weijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9603040/
https://www.ncbi.nlm.nih.gov/pubmed/36154437
http://dx.doi.org/10.1128/spectrum.00511-22
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author Long, Nan
Liu, Jinxin
Liu, Jiali
Li, Ying
Hou, Yujiao
Liao, Xiaofang
Zhou, Lidong
Shi, Linchun
Kong, Weijun
author_facet Long, Nan
Liu, Jinxin
Liu, Jiali
Li, Ying
Hou, Yujiao
Liao, Xiaofang
Zhou, Lidong
Shi, Linchun
Kong, Weijun
author_sort Long, Nan
collection PubMed
description This study determined the composition of fungal communities and characterized the enriched fungal species in raw and roasted malts via the third-generation PacBio-based full-length single-molecule real-time (SMRT) sequencing of the full-length amplicon of the internal transcribed spacer (ITS) region. In total, one kingdom, six phyla, 23 classes, 56 orders, 120 families, 188 genera, 333 species, and 780 operational taxonomic units (OTUs) were detected with satisfactory sequencing depth and sample size. Wickerhamomyces (56%), Cyberlindnera (15%), Dipodascus (12%), and Candida (6.1%) were characterized as the dominant genera in the raw malts, and Aspergillus (35%), Dipodascus (21%), Wickerhamomyces (11%), and Candida (3.5%) in the roasted malts. Aspergillus proliferans, Aspergillus penicillioides, and Wickerhamomyces anomalus represented the crucial biomarkers causing intergroup differences. Correlation analysis regarding environmental factors indicated that the water activity (a(w)) of the samples affected the composition of the fungal communities in the malts. In practice, special attention should be paid to the mycotoxin-producing fungi, as well as other fungal genera that are inversely correlated with their growth, to ensure the safe use of malt and its end products. IMPORTANCE Fungal contamination and secondary metabolite accumulation in agricultural products represent a global food safety challenge. Although high-throughput sequencing (HTS) is beneficial for explaining fungal communities, it presents disadvantages, such as short reads, species-level resolution, and uncertain identification. This work represents the first attempt to characterize the fungal community diversity, with a particular focus on mycotoxin-producing fungi, in malt via the third-generation PacBio-based full-length SMRT sequencing of the ITS region, aiming to explore and compare the differences between the fungal communities of raw and roasted malts. The research is beneficial for developing effective biological control and conservation measures, including improving the roasting conditions, monitoring the environmental humidity and a(w), and effectively eliminating and degrading fungi in the industry chain according to the diverse fungal communities determined, for the safe use of malts and their end products, such as beers. In addition, the third-generation SMRT sequencing technology allows highly efficient analysis of fungal community diversity in complex matrices, yielding fast, high-resolution long reads at the species level. It can be extended to different research fields, updating modern molecular methodology and bioinformatics databases.
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spelling pubmed-96030402022-10-27 Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt Long, Nan Liu, Jinxin Liu, Jiali Li, Ying Hou, Yujiao Liao, Xiaofang Zhou, Lidong Shi, Linchun Kong, Weijun Microbiol Spectr Research Article This study determined the composition of fungal communities and characterized the enriched fungal species in raw and roasted malts via the third-generation PacBio-based full-length single-molecule real-time (SMRT) sequencing of the full-length amplicon of the internal transcribed spacer (ITS) region. In total, one kingdom, six phyla, 23 classes, 56 orders, 120 families, 188 genera, 333 species, and 780 operational taxonomic units (OTUs) were detected with satisfactory sequencing depth and sample size. Wickerhamomyces (56%), Cyberlindnera (15%), Dipodascus (12%), and Candida (6.1%) were characterized as the dominant genera in the raw malts, and Aspergillus (35%), Dipodascus (21%), Wickerhamomyces (11%), and Candida (3.5%) in the roasted malts. Aspergillus proliferans, Aspergillus penicillioides, and Wickerhamomyces anomalus represented the crucial biomarkers causing intergroup differences. Correlation analysis regarding environmental factors indicated that the water activity (a(w)) of the samples affected the composition of the fungal communities in the malts. In practice, special attention should be paid to the mycotoxin-producing fungi, as well as other fungal genera that are inversely correlated with their growth, to ensure the safe use of malt and its end products. IMPORTANCE Fungal contamination and secondary metabolite accumulation in agricultural products represent a global food safety challenge. Although high-throughput sequencing (HTS) is beneficial for explaining fungal communities, it presents disadvantages, such as short reads, species-level resolution, and uncertain identification. This work represents the first attempt to characterize the fungal community diversity, with a particular focus on mycotoxin-producing fungi, in malt via the third-generation PacBio-based full-length SMRT sequencing of the ITS region, aiming to explore and compare the differences between the fungal communities of raw and roasted malts. The research is beneficial for developing effective biological control and conservation measures, including improving the roasting conditions, monitoring the environmental humidity and a(w), and effectively eliminating and degrading fungi in the industry chain according to the diverse fungal communities determined, for the safe use of malts and their end products, such as beers. In addition, the third-generation SMRT sequencing technology allows highly efficient analysis of fungal community diversity in complex matrices, yielding fast, high-resolution long reads at the species level. It can be extended to different research fields, updating modern molecular methodology and bioinformatics databases. American Society for Microbiology 2022-09-26 /pmc/articles/PMC9603040/ /pubmed/36154437 http://dx.doi.org/10.1128/spectrum.00511-22 Text en Copyright © 2022 Long et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Long, Nan
Liu, Jinxin
Liu, Jiali
Li, Ying
Hou, Yujiao
Liao, Xiaofang
Zhou, Lidong
Shi, Linchun
Kong, Weijun
Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt
title Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt
title_full Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt
title_fullStr Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt
title_full_unstemmed Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt
title_short Single-Molecule Real-Time Sequencing to Explore the Mycobiome Diversity in Malt
title_sort single-molecule real-time sequencing to explore the mycobiome diversity in malt
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9603040/
https://www.ncbi.nlm.nih.gov/pubmed/36154437
http://dx.doi.org/10.1128/spectrum.00511-22
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