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Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study

Somatic mutations are evolutionarily important as determinants of individual organismal fitness, as well as being a focus of clinical research on age-related disease, such as cancer. Identifying somatic mutations and quantifying mutation rates, however, is extremely challenging and genome-wide somat...

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Autores principales: Sobel, Eli, Coate, Jeremy E., Schaack, Sarah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Journal of Biological Methods 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040303/
https://www.ncbi.nlm.nih.gov/pubmed/36992917
http://dx.doi.org/10.14440/jbm.2022.391
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author Sobel, Eli
Coate, Jeremy E.
Schaack, Sarah
author_facet Sobel, Eli
Coate, Jeremy E.
Schaack, Sarah
author_sort Sobel, Eli
collection PubMed
description Somatic mutations are evolutionarily important as determinants of individual organismal fitness, as well as being a focus of clinical research on age-related disease, such as cancer. Identifying somatic mutations and quantifying mutation rates, however, is extremely challenging and genome-wide somatic mutation rates have only been reported for a few model organisms. Here, we describe the application of Duplex Sequencing on bottlenecked WGS libraries to quantify somatic nuclear genome-wide base substitution rates in Daphnia magna. Daphnia, historically an ecological model system, has more recently been the focus of mutation studies, in part because of its high germline mutation rates. Using our protocol and pipeline, we estimate a somatic mutation rate of 5.6 × 10(-7) substitutions per site (in a genotype where the germline rate is 3.60 × 10(-9) substitutions per site per generation). To obtain this estimate, we tested multiple dilution levels to maximize sequencing efficiency and developed bioinformatic filters needed to minimize false positives when a high-quality reference genome is not available. In addition to laying the groundwork for estimating genotypic variation in rates of somatic mutations within D. magna, we provide a framework for quantifying somatic mutations in other non-model systems, and also highlight recent innovations to single molecule sequencing that will help to further refine such estimates.
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spelling pubmed-100403032023-03-28 Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study Sobel, Eli Coate, Jeremy E. Schaack, Sarah J Biol Methods Article Somatic mutations are evolutionarily important as determinants of individual organismal fitness, as well as being a focus of clinical research on age-related disease, such as cancer. Identifying somatic mutations and quantifying mutation rates, however, is extremely challenging and genome-wide somatic mutation rates have only been reported for a few model organisms. Here, we describe the application of Duplex Sequencing on bottlenecked WGS libraries to quantify somatic nuclear genome-wide base substitution rates in Daphnia magna. Daphnia, historically an ecological model system, has more recently been the focus of mutation studies, in part because of its high germline mutation rates. Using our protocol and pipeline, we estimate a somatic mutation rate of 5.6 × 10(-7) substitutions per site (in a genotype where the germline rate is 3.60 × 10(-9) substitutions per site per generation). To obtain this estimate, we tested multiple dilution levels to maximize sequencing efficiency and developed bioinformatic filters needed to minimize false positives when a high-quality reference genome is not available. In addition to laying the groundwork for estimating genotypic variation in rates of somatic mutations within D. magna, we provide a framework for quantifying somatic mutations in other non-model systems, and also highlight recent innovations to single molecule sequencing that will help to further refine such estimates. Journal of Biological Methods 2022-11-03 /pmc/articles/PMC10040303/ /pubmed/36992917 http://dx.doi.org/10.14440/jbm.2022.391 Text en © 2013-2022 The Journal of Biological Methods, All rights reserved. https://creativecommons.org/licenses/by-nc-sa/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License: http://creativecommons.org/licenses/by-nc-sa/4.0
spellingShingle Article
Sobel, Eli
Coate, Jeremy E.
Schaack, Sarah
Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study
title Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study
title_full Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study
title_fullStr Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study
title_full_unstemmed Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study
title_short Estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: Daphnia magna as a case study
title_sort estimating somatic mutation rates by bottlenecked duplex sequencing in non-model organisms: daphnia magna as a case study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040303/
https://www.ncbi.nlm.nih.gov/pubmed/36992917
http://dx.doi.org/10.14440/jbm.2022.391
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