Cargando…
Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis
Finding optimal sample sizes is critical for the accurate estimation of genetic diversity of large invasive populations. Based on previous studies, we hypothesized that a minimal sample size of 3–8 individuals is sufficient to dissect the population architecture of the harlequin lady beetle, Harmoni...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7291016/ https://www.ncbi.nlm.nih.gov/pubmed/32397374 http://dx.doi.org/10.3390/insects11050290 |
_version_ | 1783545811627409408 |
---|---|
author | Li, Hongran Qu, Wanmei Obrycki, John J. Meng, Ling Zhou, Xuguo Chu, Dong Li, Baoping |
author_facet | Li, Hongran Qu, Wanmei Obrycki, John J. Meng, Ling Zhou, Xuguo Chu, Dong Li, Baoping |
author_sort | Li, Hongran |
collection | PubMed |
description | Finding optimal sample sizes is critical for the accurate estimation of genetic diversity of large invasive populations. Based on previous studies, we hypothesized that a minimal sample size of 3–8 individuals is sufficient to dissect the population architecture of the harlequin lady beetle, Harmonia axyridis, a biological control agent and an invasive alien species. Here, equipped with a type IIB endonuclease restriction site-associated (2b-RAD) DNA sequencing approach, we identified 13,766 and 13,929 single nucleotide polymorphisms (SNPs), respectively, among native and invasive H. axyridis populations. With this information we simulated populations using a randomly selected 3000 SNPs and a subset of individuals. From this simulation we finally determined that six individuals is the minimum sample size required for the accurate estimation of intra- and inter-population genetic diversity within and across H. axyridis populations. Our findings provide an empirical advantage for population genomic studies of H. axyridis in particular and suggest useful tactics for similar studies on multicellular organisms in general. |
format | Online Article Text |
id | pubmed-7291016 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-72910162020-06-17 Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis Li, Hongran Qu, Wanmei Obrycki, John J. Meng, Ling Zhou, Xuguo Chu, Dong Li, Baoping Insects Article Finding optimal sample sizes is critical for the accurate estimation of genetic diversity of large invasive populations. Based on previous studies, we hypothesized that a minimal sample size of 3–8 individuals is sufficient to dissect the population architecture of the harlequin lady beetle, Harmonia axyridis, a biological control agent and an invasive alien species. Here, equipped with a type IIB endonuclease restriction site-associated (2b-RAD) DNA sequencing approach, we identified 13,766 and 13,929 single nucleotide polymorphisms (SNPs), respectively, among native and invasive H. axyridis populations. With this information we simulated populations using a randomly selected 3000 SNPs and a subset of individuals. From this simulation we finally determined that six individuals is the minimum sample size required for the accurate estimation of intra- and inter-population genetic diversity within and across H. axyridis populations. Our findings provide an empirical advantage for population genomic studies of H. axyridis in particular and suggest useful tactics for similar studies on multicellular organisms in general. MDPI 2020-05-09 /pmc/articles/PMC7291016/ /pubmed/32397374 http://dx.doi.org/10.3390/insects11050290 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Hongran Qu, Wanmei Obrycki, John J. Meng, Ling Zhou, Xuguo Chu, Dong Li, Baoping Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis |
title | Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis |
title_full | Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis |
title_fullStr | Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis |
title_full_unstemmed | Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis |
title_short | Optimizing Sample Size for Population Genomic Study in a Global Invasive Lady Beetle, Harmonia Axyridis |
title_sort | optimizing sample size for population genomic study in a global invasive lady beetle, harmonia axyridis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7291016/ https://www.ncbi.nlm.nih.gov/pubmed/32397374 http://dx.doi.org/10.3390/insects11050290 |
work_keys_str_mv | AT lihongran optimizingsamplesizeforpopulationgenomicstudyinaglobalinvasiveladybeetleharmoniaaxyridis AT quwanmei optimizingsamplesizeforpopulationgenomicstudyinaglobalinvasiveladybeetleharmoniaaxyridis AT obryckijohnj optimizingsamplesizeforpopulationgenomicstudyinaglobalinvasiveladybeetleharmoniaaxyridis AT mengling optimizingsamplesizeforpopulationgenomicstudyinaglobalinvasiveladybeetleharmoniaaxyridis AT zhouxuguo optimizingsamplesizeforpopulationgenomicstudyinaglobalinvasiveladybeetleharmoniaaxyridis AT chudong optimizingsamplesizeforpopulationgenomicstudyinaglobalinvasiveladybeetleharmoniaaxyridis AT libaoping optimizingsamplesizeforpopulationgenomicstudyinaglobalinvasiveladybeetleharmoniaaxyridis |