Abstract
The application of next generation sequencing technologies and bioinformatic scripts to identify high frequency SNPs distributed throughout the peach genome is described. Three peach genomes were sequenced using Roche 454 and Illumina/Solexa technologies to obtain long contigs for alignment to the draft 'Lovell' peach sequence as well as sufficient depth of coverage for 'in silico' SNP discovery. The sequences were aligned to the 'Lovell' peach genome released April 01, 2010 by the International Peach Genome Initiative (IPGI). 'Dr. Davis', 'F8, 1-42' and 'Georgia Belle' were sequenced to add SNPs segregating in two breeding populations, Pop DF ('Dr. Davis' × 'F8, 1-42') and Pop DG ('Dr. Davis' × 'Georgia Belle'). Roche 454 sequencing produced 980,000 total reads with 236 Mb sequence for 'Dr. Davis' and 735,000 total reads with 172 Mb sequence for 'F8, 1-42'. 84 bp × 84 bp paired end Illumina/Solexa sequences yielded 25.5, 21.4, 25.5 million sequences for 'Dr. Davis', 'F8, 1-42' and 'Georgia Belle', respectively. BWA/SAMtools were used for alignment of raw reads and SNP detection, with custom PERL scripts for SNP filtering. Velvet's Columbus module was used for sequence assembly. Comparison of aligned and overlapping sequences from both Roche 454 and Illumina/Solexa resulted in the selection of 6654 high quality SNPs for 'Dr. Davis' vs. 'F8, 1-42' and 'Georgia Belle', distributed on eight major peach genome scaffolds as defined from the 'Lovell' assembly. The eight scaffolds contained about 215-225 Mb of peach genomic sequences with one SNP/~ 40,000 bases. All sequences from Roche 454 and Illumina/Solexa have been submitted to NCBI for public use in the Short Read Archive database. SNPs have been deposited in the NCBI SNP database.
MeSH Terms
Computational Biology
Genome, Plant
Polymorphism, Single Nucleotide
Prunus/genetics
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Ahmad Riaz
Department of Plant Sciences, University of California, Davis, One Shields Ave, Davis, CA 95616, USA.
Parfitt Dan E
Fass Joseph
Ogundiwin Ebenezer
Dhingra Amit
Gradziel Thomas M
Lin Dawei
Joshi Nikhil A
Martinez-Garcia Pedro J
Crisosto Carlos H
References (19)
19 references, click to expand
-
Fast and accurate short read alignment with Burrows-Wheeler transform.
Bioinformatics. 2009 Jul 15;25(14):1754-60
PMID: 19451168
-
High throughput SNP discovery and genotyping in grapevine (Vitis vinifera L.) by combining a re-sequencing approach and SNPlex technology.
BMC Genomics. 2007 Nov 19;8:424
PMID: 18021442
-
The impact of next-generation sequencing technology on genetics.
Trends Genet. 2008 Mar;24(3):133-41
PMID: 18262675
-
Substantial biases in ultra-short read data sets from high-throughput DNA sequencing.
Nucleic Acids Res. 2008 Sep;36(16):e105
PMID: 18660515
-
Fast and accurate long-read alignment with Burrows-Wheeler transform.
Bioinformatics. 2010 Mar 1;26(5):589-95
PMID: 20080505
-
progressiveMauve: multiple genome alignment with gene gain, loss and rearrangement.
PLoS One. 2010 Jun 25;5(6):e11147
PMID: 20593022
-
High-throughput DNA sequencing--concepts and limitations.
Bioessays. 2010 Jun;32(6):524-36
PMID: 20486139
-
Quality scores and SNP detection in sequencing-by-synthesis systems.
Genome Res. 2008 May;18(5):763-70
PMID: 18212088
-
Sequencing breakthroughs for genomic ecology and evolutionary biology.
Mol Ecol Resour. 2008 Jan;8(1):3-17
PMID: 21585713
-
Evaluation of next generation sequencing platforms for population targeted sequencing studies.
Genome Biol. 2009;10(3):R32
PMID: 19327155
-
Accurate whole human genome sequencing using reversible terminator chemistry.
Nature. 2008 Nov 6;456(7218):53-9
PMID: 18987734
-
The Sequence Alignment/Map format and SAMtools.
Bioinformatics. 2009 Aug 15;25(16):2078-9
PMID: 19505943
-
Assembly of large genomes using second-generation sequencing.
Genome Res. 2010 Sep;20(9):1165-73
PMID: 20508146
-
Velvet: algorithms for de novo short read assembly using de Bruijn graphs.
Genome Res. 2008 May;18(5):821-9
PMID: 18349386
-
Candidate gene database and transcript map for peach, a model species for fruit trees.
Theor Appl Genet. 2005 May;110(8):1419-28
PMID: 15846479
-
Mapping short DNA sequencing reads and calling variants using mapping quality scores.
Genome Res. 2008 Nov;18(11):1851-8
PMID: 18714091
-
Isolation of Arabidopsis nuclei and measurement of gene transcription rates using nuclear run-on assays.
Nat Protoc. 2006;1(6):3094-100
PMID: 17406505
-
Applications of single nucleotide polymorphisms in crop genetics.
Curr Opin Plant Biol. 2002 Apr;5(2):94-100
PMID: 11856602
-
Pebble and rock band: heuristic resolution of repeats and scaffolding in the velvet short-read de novo assembler.
PLoS One. 2009 Dec 22;4(12):e8407
PMID: 20027311