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Advancing Agrigenomic
Discoveries with
Sequencing &
GWAS Research
January 8, 2014
Greta Linse Peterson
Director of Product Management and Quality
Use the Questions pane in
your GoToWebinar window
Questions during
the presentation
Agenda
GWAS for Agrigenomics
Conclusion
2
3
4
DNA-Seq for Agrigenomics
Overview1
Agrigenomic Strategic Relationships
Core
Features
Packages
Core Features
 Powerful Data Management
 Rich Visualizations
 Robust Statistics
 Flexible
 Easy-to-use
Applications
 Genotype Analysis
 DNA sequence analysis
 CNV Analysis
 RNA-seq differential
expression
 Family Based Association
SNP & Variation Suite (SVS)
GenomeBrowse
 Free sequencing visualization tool
 Launched in 2011
 Makes the process of exploring
DNA-seq and RNA-seq pile-up and
coverage data intuitive and powerful
 Stream public annotations via the
cloud
 Use it to validate variant calls, trio
exploration, de Novo discovery, and
more
Merging of Two Great Products
Species Supported
 Bovine
 Canine
 Equine
 Gallus gallus
 Mus musculus
 Ovine
 Porcine
 Rhesus macaque
 And over 16 more
plant and animal
genomes
Agenda
Conclusion
2
3
4
DNA-Seq for Agrigenomics
1 Overview
GWAS for Agrigenomics
 Sheep HapMap
SNP50_Breedv1 dataset
 Illumina 50k SNP array
 49,034 markers were left
after filtering by the
consortium
 110 unmapped markers
 Only 1 marker in Chr Y
First a little about the dataset…
GWAS Workflow
Phenotype Distribution
Sample Quality
SNP Quality
Population Structure
Correlation/Trend Test
Linear Regression with
PCA Correction
EMMAX (Mixed Linear
Model Analysis)
QQ Plots
Manhattan Plots and
Annotation Sources in
GenomeBrowse
Quality Assurance Analysis Visualization
[Demonstration]
[Poll]
Agenda
Conclusion
2
3
4
DNA-Seq for Agrigenomics
1 Overview
GWAS for Agrigenomics
 2 Bovine Partial Exomes +
1 Bison Partial Exome
 All female
 From Sequence Read
Archive (SRP007095)
 Illumina Genome
Analyzers for sequencing
 GATK for alignment and
variant calling
 UMD_3.1 Reference
Sequence
First a little about the dataset…
DNA-Seq Workflow – Unrelated Samples
Alternate Read Ratio
Read Depth
Genotype Quality
Exon Region Filter
Examine Variant Sharing
Between Samples
Sample Pattern Filtering
Variant Classification
Candidate Variants
VCFs
BAMs
Annotation Sources
Quality Assurance
Filtering and
Analysis
Interrogation
[Demonstration]
Agenda
Conclusion
2
3
4
DNA-Seq for Agrigenomics
1 Overview
GWAS for Agrigenomics
Questions or
more info:
 Email
info@goldenhelix.com
 Request an evaluation of
the software at
www.goldenhelix.com
Questions?
Use the Questions pane in
your GoToWebinar window

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