300 likes | 394 Views
High Resolution Patterns of Variation in the Arabidopsis Genome Justin Borevitz University of Chicago naturalvariation.org. Talk Outline. Natural Variation in Light Response Single Feature Polymorphisms (SFPs) Potential deletions Haplotype analysis Patterns in gene Families New Arrays
E N D
High Resolution Patterns of Variationin the Arabidopsis GenomeJustin BorevitzUniversity of Chicagonaturalvariation.org
Talk Outline • Natural Variation in Light Response • Single Feature Polymorphisms (SFPs) • Potential deletions • Haplotype analysis • Patterns in gene Families • New Arrays • Aquilegia • Natural Variation in Light Response • Single Feature Polymorphisms (SFPs) • Potential deletions • Haplotype analysis • Patterns in gene Families • New Arrays • Aquilegia
Light Affects the Entire Plant Life Cycle Light response variation can be seen under constant conditions in the lab Natural Variation under selection? Test in field
What is Array Genotyping? • Affymetrix expression GeneChips contain 202,806 unique 25bp oligo nucleotides. • 11 features per probset for 21546 genes • New array’s have even more • Genomic DNA is randomly labeled with biotin, product ~50bp. • 3 independent biological replicates compared to the reference strain Col GeneChip
Potential Deletions >500 potential deletions 45 confirmed by Ler sequence 23 (of 114) transposons Disease Resistance (R) gene clusters Single R gene deletions Genes involved in Secondary metabolism Unknown genes
Array Haplotyping • What about Diversity/selection across the genome? • A genome wide estimate of population genetics parameters, θw, π, Tajima’D, ρ • LD decay, Haplotype block size • Deep population structure? • Col, Lz, Bur, Ler, Bay, Shah, Cvi, Kas, C24, Est, Kin, Mt, Nd, Sorbo, Van, Ws2 Fl-1, Ita-0, Mr-0, St-0, Sah-0
Chromosome1 ~500kb Col Ler Cvi Kas Bay Shah Lz Nd Array Haplotyping Inbred lines Low effective recombination due to partial selfing Extensive LD blocks
Distribution of T-stats 208,729 null (permutation) actual 32,427 Calls Not Col NA Col NA duplications 12,250 SFPs
SFPs for reverse genetics 14 Accessions 30,950 SFPs` http://naturalvariation.org/sfp
Tajima’s D like 50kb windows RPS4 unknown
RPS4 R genes vs bHLH Theta W
RPS4 Rgenes vs bHLH Tajimas’ D
Review • Single Feature Polymorphisms (SFPs) can be used to • Potential deletions (candidate genes) • Identify recombination breakpoints • eXtreme Array Mapping • Haplotyping • Diversity/Selection • Association Mapping
Universal Whole Genome Array RNA DNA Chromatin Immunoprecipitation ChIP chip Gene Discovery Gene model correction Non-coding/ micro-RNA Antisense transcription Methylation Transcriptome Atlas Expression levels Tissues specificity Polymorphism SFPs Discovery/Genotyping Comparative Genome Hybridization (CGH) Insertion/Deletions Alternative Splicing ~35 bp tile, non-repetitive regions, “good” binding oligos, evenly spaced
Improved Genome Annotation ORFa Transcriptome Atlas ORFb start AAAAA deletion M M M M M M M M M M M M SFP SNP SNP SFP SFP conservation Chromosome (bp)
Aquilegia (Columbines) Recent adaptive radiation, 350Mb genome
NSF Genome Complexity • 35,000 ESTs 5’ and 3’ • 350 arrays, RNA and genotyping • High density SFP Genetic Map • Physical Map (BAC tiling path) • Physical assignment of ESTs • QTL for pollinator preference • and abiotic stress • QTL fine mapping/ LD mapping • Develop transformation techniques Scott Hodges (UCSB) Elena Kramer (Harvard) Magnus Nordborg (USC) Justin Borevitz (U Chicago) Jeff Tompkins (Clemson)
Future work with Natural Variation • VanC advanced intercross RIL population • Backcross collections
NaturalVariation.org NaturalVariation.org Salk Jon Werner Sarah Liljegren Huaming Chen Joanne Chory Detlef Weigel Joseph Ecker UC San Diego Charles Berry Scripps Sam Hazen Elizabeth Winzeler University of Chicago Xu Zhang Evadne Smith Syngenta Hur-Song Chang Tong Zhu UC Davis Julin Maloof University of Guelph, Canada Dave Wolyn Sainsbury Laboratory Jonathan Jones Salk Jon Werner Sarah Liljegren Huaming Chen Joanne Chory Detlef Weigel Joseph Ecker UC San Diego Charles Berry Scripps Sam Hazen Elizabeth Winzeler University of Chicago Xu Zhang Evadne Smith Syngenta Hur-Song Chang Tong Zhu UC Davis Julin Maloof University of Guelph, Canada Dave Wolyn Sainsbury Laboratory Jonathan Jones