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Single nucleotide polymorphism barcoding of cytochrome c oxidase I sequences for discriminating 17 species of Columbidae by decision tree algorithm
Authors:Cheng‐Hong Yang  Kuo‐Chuan Wu  Hans‐Uwe Dahms  Li‐Yeh Chuang  Hsueh‐Wei Chang
Institution:1. Department of Electronic Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan;2. Graduate Institute of Clinical Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan;3. Department of Computer Science and Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan;4. Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Kaohsiung, Taiwan;5. Department of Chemical Engineering and Institute of Biotechnology and Chemical Engineering, I‐Shou University, Kaohsiung, Taiwan;6. Institute of Medical Science and Technology, National Sun Yat‐sen University, Kaohsiung, Taiwan;7. Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan;8. Research Center for Natural Products and Drug Development, Kaohsiung Medical University, Kaohsiung, Taiwan
Abstract:DNA barcodes are widely used in taxonomy, systematics, species identification, food safety, and forensic science. Most of the conventional DNA barcode sequences contain the whole information of a given barcoding gene. Most of the sequence information does not vary and is uninformative for a given group of taxa within a monophylum. We suggest here a method that reduces the amount of noninformative nucleotides in a given barcoding sequence of a major taxon, like the prokaryotes, or eukaryotic animals, plants, or fungi. The actual differences in genetic sequences, called single nucleotide polymorphism (SNP) genotyping, provide a tool for developing a rapid, reliable, and high‐throughput assay for the discrimination between known species. Here, we investigated SNPs as robust markers of genetic variation for identifying different pigeon species based on available cytochrome c oxidase I (COI) data. We propose here a decision tree‐based SNP barcoding (DTSB) algorithm where SNP patterns are selected from the DNA barcoding sequence of several evolutionarily related species in order to identify a single species with pigeons as an example. This approach can make use of any established barcoding system. We here firstly used as an example the mitochondrial gene COI information of 17 pigeon species (Columbidae, Aves) using DTSB after sequence trimming and alignment. SNPs were chosen which followed the rule of decision tree and species‐specific SNP barcodes. The shortest barcode of about 11 bp was then generated for discriminating 17 pigeon species using the DTSB method. This method provides a sequence alignment and tree decision approach to parsimoniously assign a unique and shortest SNP barcode for any known species of a chosen monophyletic taxon where a barcoding sequence is available.
Keywords:COI  Decision tree  SNP barcode  species discrimination  species tag
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