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Studies of Genome Wide Molecular Variation in Arabidopsis thaliana using Arrays Justin Borevitz Salk Institute naturalvariation.org. Talk Outline. Natural Variation in Light Response Transcriptional profiling for QTL candidate genes Single Feature Polymorphisms (SFPs) Potential deletions
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Studies of Genome Wide Molecular Variation in Arabidopsis thaliana using ArraysJustin BorevitzSalk Institutenaturalvariation.org
Talk Outline • Natural Variation in Light Response • Transcriptional profiling • for QTL candidate genes • Single Feature Polymorphisms (SFPs) • Potential deletions • Bulk Segregant Mapping • Extreme Array Mapping • Haplotype analysis
Natural Mutation in PHYA photoreceptor Natural Mutation in PHYA photoreceptor
Feature level model Gene Expression index that accounts for feature effect and polymorphisms FLC controls flowering time Difference detected it 3 day old seedlings
PAG1 down regulated in Cvi PLALE GREEN1 knock out has long hypocotyl in red light
False Discovery and Sensitivity PM only GeneChip SAM threshold SFPs nonSFPs Cereon marker accuracy 5% FDR 3806 89118 100% Sequence 817 121 696 Sensitivity Polymorphic 340 117 223 34% Non - polymorphic 477 4 473 False Discovery rate: 3% Test for independence of all factors: value = 1.845e Chisq = 177.34, df = 1, p - - 40 real data Observed t statistics vs Null (permuted) t statistics 5% FDR Permuted data
Chip genotyping of a Recombinant Inbred Line 29kb interval
Potential Deletions 111 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
FLOWERING1 QTL deletion of MAF1 MAF1 Flowering Time QTL caused by a natural deletion in MAF1 Potential Deletions Suggest Candidate Genes Chr1 (bp)
Fast Neutron deletions FKF1 80kb deletion CHR1 cry2 10kb deletion CHR1
100 bibb mutant plants Map bibb 100 wt mutant plants
bibb mapping Bulk segregant Mapping using Chip hybridization bibb maps to Chromosome2 near ASYMETRIC LEAVES1 AS1 ChipMap
BIBB = ASYMETRIC LEAVES1 AS1 (ASYMMETRIC LEAVES1) = MYB closely related to PHANTASTICA located at 64cM as1 bibb Sequenced AS1 coding region from bib-1 …found g -> a change that would introduce a stop codon in the MYB domain bib-1 W49* as-101 Q107* bibb as1-101 MYB
Chromosome 2 16 12 RED2 QTL LOD 8 4 0 0 20 40 60 80 100 cM RED2 QTL Composite Interval Mapping eXtreme Array Mapping LOD Chromosome 1 Chromosome 2 Chromosome 4 15 tallest RILs pooled vs 15 shortest RILs pooled QTL likelihood model using bulk segregant analysis with SFP genotyping Red light QTL RED2 from 100 Kas/ Col RILs
Chromosome1 ~500kb Col Ler Cvi Kas Bay Shah Lz Nd Array Haplotyping Inbred lines Low effective recombination due to partial selfing Extensive LD blocks
Review • Transcriptional profiling to identify candidate genes and downstream responses that consider polymorphisms • Single Feature Polymorphisms (SFPs) can be used to identify recombination breakpoints, potential deletions, for bulk segregant mapping, and haplotyping
Salk Jon Werner Todd Mockler Sarah Liljegren Joanne Chory Detlef Weigel Joseph Ecker UC Davis Julin Maloof UC San Diego Charles Berry Scripps Elizabeth Winzeler Salk Jon Werner Todd Mockler Sarah Liljegren Joanne Chory Detlef Weigel Joseph Ecker UC Davis Julin Maloof UC San Diego Charles Berry Scripps Elizabeth Winzeler NaturalVariation.org Syngenta Hur-Song Chang Tong Zhu Syngenta Hur-Song Chang Tong Zhu University of Guelph, Canada Dave Wolyn University of Guelph, Canada Dave Wolyn