Natural Variation in Arabidopsis thaliana Light Response: Genomic Approaches Justin Borevitz Salk Institute naturalvariation.org.

Slides:



Advertisements
Similar presentations
Planning breeding programs for impact
Advertisements

Identification of markers linked to Selenium tolerance genes
An Introduction to the application of Molecular Markers
Pepper Mapping & Major Genes Mapping of chlorophyll retainer (cl) mutation in pepper The Pun1 gene for pungency QTL mapping for fruit size and shape.
Genetics of Adaptation: Arabidopsis thaliana as an ecological model Justin Borevitz Ecology & Evolution University of Chicago naturalvariation.org.
Plant of the day! Pebble plants, Lithops, dwarf xerophytes Aizoaceae
1.Generate mutants by mutagenesis of seeds Use a genetic background with lots of known polymorphisms compared to other genotypes. Availability of polymorphic.
Lecture 1: Genomics approaches for analyses of population structure Tom Turner & Matt Hahn UI Bloomington Kristy Harmon & Larry Harshman UN Lincoln Eric.
Practical exercises in Plant Biodiversity and Breeding (BI1103) Jonas RoosTom MartinLuisa Ghelardini.
Genomic Approaches to the Genetics of Adaptation Justin Borevitz Ecology & Evolution University of Chicago
Toward the genomics of Adaptation to seasonal environments in Arabidopsis thaliana Justin Borevitz Ecology & Evolution University of Chicago
Genomics of Natural Variation in Arabidopsis thaliana Justin Borevitz Salk Institute naturalvariation.org.
MicroArray Evolution: expression to mapping and back again Justin Borevitz Salk Institute naturalvariation.org.
High Resolution Patterns of Variation in the Arabidopsis Genome Justin Borevitz University of Chicago naturalvariation.org.
Light response QTL in Arabidopsis thaliana: LIGHT1 cloning Justin Borevitz Ecology & Evolution University of Chicago naturalvariation.org.
Microarrays for mapping and expression analysis: Toward the genetic determinants of light response adaptation in Arabidopsis and Aquilegia Justin Borevitz.
Genomic Methods for Cloning QTL Justin Borevitz University of Chicago naturalvariation.org.
Markers, mapping, and expression using arrays Justin Borevitz Salk Institute naturalvariation.org.
Arrays as tools for Natural Variation studies: Mapping, Haplotyping, and gene expression Justin Borevitz University of Chicago naturalvariation.org`
Toward the genetic basis of adaptation using arrays Justin Borevitz Ecology & Evolution University of Chicago
Identification and Genotyping of Single Feature Polymorphisms in Complex Genomes Justin Borevitz University of Chicago naturalvariation.org.
Natural Variation in Light Response using Whole Genome Tiling Arrays Justin Borevitz Ecology & Evolution University of Chicago
Toward the genetic basis of adaptation using arrays Justin Borevitz Ecology & Evolution University of Chicago
Genomics tools to identify the molecular basis of complex traits Justin Borevitz Salk Institute naturalvariation.org.
Genetics and Genomics of Light Response adaptation in Arabidopsis thaliana Justin Borevitz Ecology & Evolution University of Chicago
Toward the genetic basis of adaptation: Arrays/Association Mapping Justin Borevitz Ecology & Evolution University of Chicago
High Density Oligo Arrays for Single Feature Polymorphism Genotyping and Mapping Justin Borevitz Ecology & Evolution University of Chicago
QTL mapping using Single Feature Polymorphisms Justin Borevitz Salk Institute naturalvariation.org.
Haplotype mapping with Single Feature Polymorphisms in Arabidopsis Justin Borevitz Ecology & Evolution University of Chicago
High Resolution Patterns of Variation in the Arabidopsis Genome Justin Borevitz Ecology & Evolution University of Chicago naturalvariation.org.
Something related to genetics? Dr. Lars Eijssen. Bioinformatics to understand studies in genomics – São Paulo – June Image:
EXtreme Array Mapping and Haplotype analysis Using Arrays Justin Borevitz Salk Institute naturalvariation.org.
Genomic Systems underlying the genetics of adaptation in Arabidopsis thaliana Justin Borevitz Ecology & Evolution University of Chicago
SNP/Tiling arrays for very high density marker based breeding and QTL candidate gene identification Justin Borevitz Ecology & Evolution University of Chicago.
Mechanisms of Sustainable re Development: Lessons from Plants Justin Borevitz Ecology & Evolution University of Chicago
Towards the Arabidopsis Haplotype Map using Arrays Justin Borevitz Salk Institute naturalvariation.org.
Studies of Genome Wide Molecular Variation in Arabidopsis thaliana using Arrays Justin Borevitz Salk Institute naturalvariation.org.
Toward the genetic basis of adaptation: Arrays/Association Mapping Justin Borevitz Ecology & Evolution University of Chicago
Whole genome transcriptome variation in Arabidopsis thaliana Xu Zhang Borevitz Lab Whole genome transcriptome variation in Arabidopsis thaliana Xu Zhang.
What is a QTL? What are QTL?. Current methods for QTL  Single Marker Methods ( Student, 17?? )  t-tests  Interval Mapping Method (Lander and Botstein,
Tiling arrays for genetic, epigentic, and environmental variation in Arabidopsis thaliana Justin Borevitz Ecology & Evolution University of Chicago
Array Genotyping to Dissect Quantitative Trait Loci in Arabidopsis thaliana Justin Borevitz Ecology and Evolution University of Chicago naturalvariation.org.
Haplotype Discovery and Modeling. Identification of genes Identify the Phenotype MapClone.
Using mutants to clone genes Objectives 1. What is positional cloning? 2.What is insertional tagging? 3.How can one confirm that the gene cloned is the.
Natural Variation in Arabidopsis ecotypes. Using natural variation to understand diversity Correlation of phenotype with environment (selective pressure?)
Regulation of gene expression in the mammalian eye and its relevance to eye disease Todd Scheetz et al. Presented by John MC Ma.
Why do we need good quality annotations? Pankaj Jaiswal Oregon State University Gene Annotation Workshop July 31, 2010 ASPB Plant Biology 2010 Montreal,
High Resolution Patterns of Variation in the Arabidopsis Genome Justin Borevitz University of Chicago naturalvariation.org.
The SET-Domain Containing Protein and MYB-related Families: Genes AT2G05900 & AT1G17460 Kristin Gill HC70AL Spring 2008.
Experimental Design and Data Structure Supplement to Lecture 8 Fall
Ecological and Evolutionary Systems biology: Conceptual and molecular tools for analysis Justin Borevitz Ecology & Evolution University of Chicago
Toward the genetic basis of adaptation using arrays Justin Borevitz Ecology & Evolution University of Chicago
MEME homework: probability of finding GAGTCA at a given position in the yeast genome, based on a background model of A = 0.3, T = 0.3, G = 0.2, C = 0.2.
Genomics of Adaptation
1 Paper Outline Specific Aim Background & Significance Research Description Potential Pitfalls and Alternate Approaches Class Paper: 5-7 pages (with figures)
Genetics of Gene Expression BIOS Statistics for Systems Biology Spring 2008.
Are At1g08810 and At3g50060 Important to Arabidopsis Seed Development?
The trait defines the two major germplasm groups in barley
Invest. Ophthalmol. Vis. Sci ;52(6): doi: /iovs Figure Legend:
ChipViewer is coded to visualize and analyze the tiling chip data.
Map-based cloning of interesting genes
Linking Genetic Variation to Important Phenotypes
Volume 14, Issue 5, Pages (March 2004)
Volume 17, Issue 8, Pages (April 2007)
Relationship between Genotype and Phenotype
Volume 2, Issue 1, Pages (January 2009)
Using mutants to clone genes
Arabidopsis Gene At1G49560 Maria Garcia June 5, 2008.
Map-based cloning of ASI4 gene
Volume 2, Issue 1, Pages (January 2009)
Presentation transcript:

Natural Variation in Arabidopsis thaliana Light Response: Genomic Approaches Justin Borevitz Salk Institute naturalvariation.org

Talk Outline Survey of light response in Arabidopsis thaliana accessions QTL mapping of light response in Ler/Cvi Recombinant Inbred Lines Transcriptional profiling for QTL candidate genes Analysis of Single Feature Polymorphisms (SFPs)

Light Affects the Entire Plant Life Cycle de-etiolation hypocotyl }

My only collection

Quantitative Trait Loci

Epistasis scan Chr1 Chr2 Chr3 Chr4 Chr5 BQTL 43,956 pair-wise tests 163 markers and 133 intervals Permutation threshold p < 0.05 (5000 permutations)

replacement synonymous Between Species =Within Species = McDonald-Kreitman p = = 0.23 KaKsKaKs

Review Natural Variation Light response variation is correlated with latitude Functional variation in Photoreceptors PHYA, PHYB, CRY2 (El-Din El-Assal et al 2001) New QTL identified in common and unique photoreceptor pathways QTL may be under selection?

differences may be due to expression or hybridization

Potential Deletions

False Discovery and Sensitivity PM only SAM threshold 5% FDR GeneChip SFPs nonSFPs Cereon marker accuracy % Sequence Sensitivity Polymorphic % Non-polymorphic False Discovery rate: 3% Test for independence of all factors: Chisq = , df = 1, p- value = 1.845e -40 SAM threshold 18% FDR GeneChip SFPs nonSFPs Cereon marker accuracy % Sequence Sensitivity Polymorphic % Non-polymorphic False Discovery rate: 13% Test for independence of all factors: Chisq = , df = 1, p-value = 1.309e-59 90%80%70% 41%53%85% 90%80%70% 67%85%100% Cereon may be a sequencing Error TIGR match is a match

Chip genotyping of a Recombinant Inbred Line 29kb interval

bibb mutant phenotypes Colbib-1det days bib-3 three independent recessive alleles medial sepals remain attached “cabbage-like” rosette leaves flowers open prematurely fruit appear more slender bib-3 Ler bib-3

Map bibb 100 bibb mutant plants 100 wt mutant plants

bibb mapping ChipMap AS1 Bulk segregant Mapping using Chip hybridization bibb maps to Chromosome2 near ASYMETRIC LEAVES1

BIBB=AS1 Sequenced AS1 coding region from bib-1 …found g -> a change that would introduce a stop codon in the MYB domain bibbas1-101 MYB bib-1 W49* as-101 Q107* as1 bibb AS1 (ASYMMETRIC LEAVES1) = MYB closely related to PHANTASTICA located at 64cM

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

Gene expression revisited FLC controls flowering time Difference detected at 3 day old seedling stage Gene Expression index that accounts for feature effect and polymorphisms ~100 20% FDR

Gene expression revisited PAG1 down regulated in Cvi PLALE GREEN1 knock out

pag1 KO is light insensitive pag1 KO has long hypocotyl in red light

Review Transcriptional profiling to identify candidate genes and downstream responses Single Feature Polymorphisms (SFPs) can be used for identifying recombination breakpoints, bulk segregant mapping, and haplotyping Consider polymorphisms for expression analysis

25 bp 16 bp 25 bp 8 bp 1st Set 2nd Set 3rd Set Complete Genome Tiling Chip Polymorphisms (re-sequencing) Global methylation (Methylome) Comparative Genomics (Brassica) New Gene Discovery Improve Annotation Alternative Splicing Micro RNAs 9 Whole-Genome Expression Chips 2 Splicing Chips 2 5’ Mapping Chips Validate features Extra Chips: ChIP – Chip (DNA binding sites)

ChipViewer: Mapping of transcriptional units of ORFeome From 2000v At1g09750 (MIPS) to the latest AGI At1g v Annotation (MIPS) The latest AGI Annotation

NaturalVariation.org Syngenta Hur-Song Chang Tong Zhu Syngenta Hur-Song Chang Tong Zhu 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