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Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila

BACKGROUND: Genome-wide analysis of sequence divergence among species offers profound insights into the evolutionary processes that shape lineages. When full-genome sequencing is not feasible for a broad comparative study, we propose the use of array-based comparative genomic hybridization (aCGH) in...

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Autores principales: Renn, Suzy CP, Machado, Heather E, Jones, Albyn, Soneji, Kosha, Kulathinal, Rob J, Hofmann, Hans A
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2873954/
https://www.ncbi.nlm.nih.gov/pubmed/20429934
http://dx.doi.org/10.1186/1471-2164-11-271
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author Renn, Suzy CP
Machado, Heather E
Jones, Albyn
Soneji, Kosha
Kulathinal, Rob J
Hofmann, Hans A
author_facet Renn, Suzy CP
Machado, Heather E
Jones, Albyn
Soneji, Kosha
Kulathinal, Rob J
Hofmann, Hans A
author_sort Renn, Suzy CP
collection PubMed
description BACKGROUND: Genome-wide analysis of sequence divergence among species offers profound insights into the evolutionary processes that shape lineages. When full-genome sequencing is not feasible for a broad comparative study, we propose the use of array-based comparative genomic hybridization (aCGH) in order to identify orthologous genes with high sequence divergence. Here we discuss experimental design, statistical power, success rate, sources of variation and potential confounding factors. We used a spotted PCR product microarray platform from Drosophila melanogaster to assess sequence divergence on a gene-by-gene basis in three fully sequenced heterologous species (D. sechellia, D. simulans, and D. yakuba). Because complete genome assemblies are available for these species this study presents a powerful test for the use of aCGH as a tool to measure sequence divergence. RESULTS: We found a consistent and linear relationship between hybridization ratio and sequence divergence of the sample to the platform species. At higher levels of sequence divergence (< 92% sequence identity to D. melanogaster) ~84% of features had significantly less hybridization to the array in the heterologous species than the platform species, and thus could be identified as "diverged". At lower levels of divergence (≥ 97% identity), only 13% of genes were identified as diverged. While ~40% of the variation in hybridization ratio can be accounted for by variation in sequence identity of the heterologous sample relative to D. melanogaster, other individual characteristics of the DNA sequences, such as GC content, also contribute to variation in hybridization ratio, as does technical variation. CONCLUSIONS: Here we demonstrate that aCGH can accurately be used as a proxy to estimate genome-wide divergence, thus providing an efficient way to evaluate how evolutionary processes and genomic architecture can shape species diversity in non-model systems. Given the increased number of species for which microarray platforms are available, comparative studies can be conducted for many interesting lineages in order to identify highly diverged genes that may be the target of natural selection.
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spelling pubmed-28739542010-05-21 Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila Renn, Suzy CP Machado, Heather E Jones, Albyn Soneji, Kosha Kulathinal, Rob J Hofmann, Hans A BMC Genomics Methodology Article BACKGROUND: Genome-wide analysis of sequence divergence among species offers profound insights into the evolutionary processes that shape lineages. When full-genome sequencing is not feasible for a broad comparative study, we propose the use of array-based comparative genomic hybridization (aCGH) in order to identify orthologous genes with high sequence divergence. Here we discuss experimental design, statistical power, success rate, sources of variation and potential confounding factors. We used a spotted PCR product microarray platform from Drosophila melanogaster to assess sequence divergence on a gene-by-gene basis in three fully sequenced heterologous species (D. sechellia, D. simulans, and D. yakuba). Because complete genome assemblies are available for these species this study presents a powerful test for the use of aCGH as a tool to measure sequence divergence. RESULTS: We found a consistent and linear relationship between hybridization ratio and sequence divergence of the sample to the platform species. At higher levels of sequence divergence (< 92% sequence identity to D. melanogaster) ~84% of features had significantly less hybridization to the array in the heterologous species than the platform species, and thus could be identified as "diverged". At lower levels of divergence (≥ 97% identity), only 13% of genes were identified as diverged. While ~40% of the variation in hybridization ratio can be accounted for by variation in sequence identity of the heterologous sample relative to D. melanogaster, other individual characteristics of the DNA sequences, such as GC content, also contribute to variation in hybridization ratio, as does technical variation. CONCLUSIONS: Here we demonstrate that aCGH can accurately be used as a proxy to estimate genome-wide divergence, thus providing an efficient way to evaluate how evolutionary processes and genomic architecture can shape species diversity in non-model systems. Given the increased number of species for which microarray platforms are available, comparative studies can be conducted for many interesting lineages in order to identify highly diverged genes that may be the target of natural selection. BioMed Central 2010-04-29 /pmc/articles/PMC2873954/ /pubmed/20429934 http://dx.doi.org/10.1186/1471-2164-11-271 Text en Copyright ©2010 Renn et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methodology Article
Renn, Suzy CP
Machado, Heather E
Jones, Albyn
Soneji, Kosha
Kulathinal, Rob J
Hofmann, Hans A
Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila
title Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila
title_full Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila
title_fullStr Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila
title_full_unstemmed Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila
title_short Using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from Drosophila
title_sort using comparative genomic hybridization to survey genomic sequence divergence across species: a proof-of-concept from drosophila
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2873954/
https://www.ncbi.nlm.nih.gov/pubmed/20429934
http://dx.doi.org/10.1186/1471-2164-11-271
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