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Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging

The mitochondrial gene cytochrome c oxidase I (COI) is commonly used for DNA barcoding in animals. However, most of the COI barcode nucleotides are conserved and sequences longer than about 650 base pairs increase the computational burden for species identification. To solve this problem, we propose...

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Autores principales: Yang, Cheng-Hong, Wu, Kuo-Chuan, Chuang, Li-Yeh, Chang, Hsueh-Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456664/
https://www.ncbi.nlm.nih.gov/pubmed/31001317
http://dx.doi.org/10.3389/fgene.2019.00259
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author Yang, Cheng-Hong
Wu, Kuo-Chuan
Chuang, Li-Yeh
Chang, Hsueh-Wei
author_facet Yang, Cheng-Hong
Wu, Kuo-Chuan
Chuang, Li-Yeh
Chang, Hsueh-Wei
author_sort Yang, Cheng-Hong
collection PubMed
description The mitochondrial gene cytochrome c oxidase I (COI) is commonly used for DNA barcoding in animals. However, most of the COI barcode nucleotides are conserved and sequences longer than about 650 base pairs increase the computational burden for species identification. To solve this problem, we propose a decision theory-based COI SNP tagging (DCST) approach that focuses on the discrimination of species using single nucleotide polymorphisms (SNPs) as the variable nucleotides of the sequences of a group of species. Using the example of 126 teleost mackerel fish species (order: Scombriformes), we identified 281 SNPs by alignment and trimming of their COI sequences. After decision rule making, 49 SNPs in 126 fish species were determined using the scoring system of the DCST approach. These COI-SNP barcodes were finally transformed into one-dimensional barcode images. Our proposed DCST approach simplifies the computational complexity and identifies the most effective and fewest SNPs to resolve or discriminate species for species tagging.
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spelling pubmed-64566642019-04-18 Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging Yang, Cheng-Hong Wu, Kuo-Chuan Chuang, Li-Yeh Chang, Hsueh-Wei Front Genet Genetics The mitochondrial gene cytochrome c oxidase I (COI) is commonly used for DNA barcoding in animals. However, most of the COI barcode nucleotides are conserved and sequences longer than about 650 base pairs increase the computational burden for species identification. To solve this problem, we propose a decision theory-based COI SNP tagging (DCST) approach that focuses on the discrimination of species using single nucleotide polymorphisms (SNPs) as the variable nucleotides of the sequences of a group of species. Using the example of 126 teleost mackerel fish species (order: Scombriformes), we identified 281 SNPs by alignment and trimming of their COI sequences. After decision rule making, 49 SNPs in 126 fish species were determined using the scoring system of the DCST approach. These COI-SNP barcodes were finally transformed into one-dimensional barcode images. Our proposed DCST approach simplifies the computational complexity and identifies the most effective and fewest SNPs to resolve or discriminate species for species tagging. Frontiers Media S.A. 2019-04-03 /pmc/articles/PMC6456664/ /pubmed/31001317 http://dx.doi.org/10.3389/fgene.2019.00259 Text en Copyright © 2019 Yang, Wu, Chuang and Chang. http://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 Genetics
Yang, Cheng-Hong
Wu, Kuo-Chuan
Chuang, Li-Yeh
Chang, Hsueh-Wei
Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging
title Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging
title_full Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging
title_fullStr Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging
title_full_unstemmed Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging
title_short Decision Theory-Based COI-SNP Tagging Approach for 126 Scombriformes Species Tagging
title_sort decision theory-based coi-snp tagging approach for 126 scombriformes species tagging
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456664/
https://www.ncbi.nlm.nih.gov/pubmed/31001317
http://dx.doi.org/10.3389/fgene.2019.00259
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