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A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum
Verticillium nonalfalfae and V. albo-atrum are notorious pathogenic fungi that cause a destructive vascular disease called Verticillium wilt worldwide. Thus, timely and quantitative monitoring of fungal progression is highly desirable for early diagnosis and risk assessment. In this study, we develo...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874294/ https://www.ncbi.nlm.nih.gov/pubmed/36710974 http://dx.doi.org/10.3389/fcimb.2022.1110684 |
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author | Wang, Di Liu, Enliang Liu, Haiyang Jin, Xi Niu, Chunyan Gao, Yunhua Su, Xiaofeng |
author_facet | Wang, Di Liu, Enliang Liu, Haiyang Jin, Xi Niu, Chunyan Gao, Yunhua Su, Xiaofeng |
author_sort | Wang, Di |
collection | PubMed |
description | Verticillium nonalfalfae and V. albo-atrum are notorious pathogenic fungi that cause a destructive vascular disease called Verticillium wilt worldwide. Thus, timely and quantitative monitoring of fungal progression is highly desirable for early diagnosis and risk assessment. In this study, we developed a droplet digital polymerase chain reaction (ddPCR) assay to detect and quantify V. nonalfalfae and V. albo-atrum. The performance of this assay was validated in comparison with that of a quantitative real-time polymerase chain reaction (qPCR) assay. The standard curve analysis of the ddPCR assay showed good linearity. The ddPCR assay indicated similar detection sensitivity to that of qPCR on pure genomic DNA, while it enhanced the positive rate for low-abundance fungi, especially in alfalfa stems. Receiver operating characteristic analysis revealed that ddPCR provided superior diagnostic performance on field tissues compared to qPCR, and the area under curve values were 0.94 and 0.90 for alfalfa roots and stems, respectively. Additionally, the quantitative results of the two methods were highly concordant (roots: R(2) = 0.91; stems: R(2) = 0.76); however, the concentrations determined by ddPCR were generally higher than those determined by qPCR. This discrepancy was potentially caused by differing amplification efficiencies for qPCR between cultured and field samples. Furthermore, the ddPCR assays appreciably improved quantitative precision, as reflected by lower coefficients of variation. Overall, the ddPCR method enables sensitive detection and accurate quantification of V. nonalfalfae and V. albo-atrum, providing a valuable tool for evaluating disease progression and enacting effective disease control. |
format | Online Article Text |
id | pubmed-9874294 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98742942023-01-26 A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum Wang, Di Liu, Enliang Liu, Haiyang Jin, Xi Niu, Chunyan Gao, Yunhua Su, Xiaofeng Front Cell Infect Microbiol Cellular and Infection Microbiology Verticillium nonalfalfae and V. albo-atrum are notorious pathogenic fungi that cause a destructive vascular disease called Verticillium wilt worldwide. Thus, timely and quantitative monitoring of fungal progression is highly desirable for early diagnosis and risk assessment. In this study, we developed a droplet digital polymerase chain reaction (ddPCR) assay to detect and quantify V. nonalfalfae and V. albo-atrum. The performance of this assay was validated in comparison with that of a quantitative real-time polymerase chain reaction (qPCR) assay. The standard curve analysis of the ddPCR assay showed good linearity. The ddPCR assay indicated similar detection sensitivity to that of qPCR on pure genomic DNA, while it enhanced the positive rate for low-abundance fungi, especially in alfalfa stems. Receiver operating characteristic analysis revealed that ddPCR provided superior diagnostic performance on field tissues compared to qPCR, and the area under curve values were 0.94 and 0.90 for alfalfa roots and stems, respectively. Additionally, the quantitative results of the two methods were highly concordant (roots: R(2) = 0.91; stems: R(2) = 0.76); however, the concentrations determined by ddPCR were generally higher than those determined by qPCR. This discrepancy was potentially caused by differing amplification efficiencies for qPCR between cultured and field samples. Furthermore, the ddPCR assays appreciably improved quantitative precision, as reflected by lower coefficients of variation. Overall, the ddPCR method enables sensitive detection and accurate quantification of V. nonalfalfae and V. albo-atrum, providing a valuable tool for evaluating disease progression and enacting effective disease control. Frontiers Media S.A. 2023-01-11 /pmc/articles/PMC9874294/ /pubmed/36710974 http://dx.doi.org/10.3389/fcimb.2022.1110684 Text en Copyright © 2023 Wang, Liu, Liu, Jin, Niu, Gao and Su https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cellular and Infection Microbiology Wang, Di Liu, Enliang Liu, Haiyang Jin, Xi Niu, Chunyan Gao, Yunhua Su, Xiaofeng A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum |
title | A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum
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title_full | A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum
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title_fullStr | A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum
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title_full_unstemmed | A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum
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title_short | A droplet digital PCR assay for detection and quantification of Verticillium nonalfalfae and V. albo-atrum
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title_sort | droplet digital pcr assay for detection and quantification of verticillium nonalfalfae and v. albo-atrum |
topic | Cellular and Infection Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874294/ https://www.ncbi.nlm.nih.gov/pubmed/36710974 http://dx.doi.org/10.3389/fcimb.2022.1110684 |
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