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Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA

Specimens should be examined as much as possible to obtain a precise estimate of the proportion of resistance alleles in agricultural fields. Monitoring traps that use semiochemicals on sticky sheets are helpful in this regard. However, insects captured by such traps are ordinarily left in the field...

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Autores principales: Sudo, Masaaki, Yamamura, Kohji, Sonoda, Shoji, Yamanaka, Takehiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pesticide Science Society of Japan 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9641237/
https://www.ncbi.nlm.nih.gov/pubmed/36380969
http://dx.doi.org/10.1584/jpestics.D20-064
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author Sudo, Masaaki
Yamamura, Kohji
Sonoda, Shoji
Yamanaka, Takehiko
author_facet Sudo, Masaaki
Yamamura, Kohji
Sonoda, Shoji
Yamanaka, Takehiko
author_sort Sudo, Masaaki
collection PubMed
description Specimens should be examined as much as possible to obtain a precise estimate of the proportion of resistance alleles in agricultural fields. Monitoring traps that use semiochemicals on sticky sheets are helpful in this regard. However, insects captured by such traps are ordinarily left in the field until collection. Owing to DNA degradation, the amount of DNA greatly varies among insects, causing serious problems in obtaining maximum likelihood estimates and confidence intervals of the proportion of the resistance alleles. We propose a statistical procedure that can circumvent this degradation issue. R scripts for the calculation are provided for readers. We also propose the utilization of a Sanger sequencer. We demonstrate these procedures using field samples of diamide-resistant strains of the diamondback moth, Plutella xylostella (Lepidoptera: Plutellidae). The validity of the assumptions used in the statistical analysis is examined using the same data.
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spelling pubmed-96412372022-11-14 Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA Sudo, Masaaki Yamamura, Kohji Sonoda, Shoji Yamanaka, Takehiko J Pestic Sci Regular Article Specimens should be examined as much as possible to obtain a precise estimate of the proportion of resistance alleles in agricultural fields. Monitoring traps that use semiochemicals on sticky sheets are helpful in this regard. However, insects captured by such traps are ordinarily left in the field until collection. Owing to DNA degradation, the amount of DNA greatly varies among insects, causing serious problems in obtaining maximum likelihood estimates and confidence intervals of the proportion of the resistance alleles. We propose a statistical procedure that can circumvent this degradation issue. R scripts for the calculation are provided for readers. We also propose the utilization of a Sanger sequencer. We demonstrate these procedures using field samples of diamide-resistant strains of the diamondback moth, Plutella xylostella (Lepidoptera: Plutellidae). The validity of the assumptions used in the statistical analysis is examined using the same data. Pesticide Science Society of Japan 2021-05-20 /pmc/articles/PMC9641237/ /pubmed/36380969 http://dx.doi.org/10.1584/jpestics.D20-064 Text en © 2021 Pesticide Science Society of Japan https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) License.
spellingShingle Regular Article
Sudo, Masaaki
Yamamura, Kohji
Sonoda, Shoji
Yamanaka, Takehiko
Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA
title Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA
title_full Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA
title_fullStr Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA
title_full_unstemmed Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA
title_short Estimating the proportion of resistance alleles from bulk Sanger sequencing, circumventing the variability of individual DNA
title_sort estimating the proportion of resistance alleles from bulk sanger sequencing, circumventing the variability of individual dna
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9641237/
https://www.ncbi.nlm.nih.gov/pubmed/36380969
http://dx.doi.org/10.1584/jpestics.D20-064
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