GACT11

Genetic Architecture of Complex Traits

Course Timetable
GACT11 Genetic Architecture of Complex Traits
Wed, Jan 19th
Day #1
09:30 - 11:00 Introduction. Forms of Genomic Variation. Linking Genotypes and Phenotypes. Diseases as a phenotype. Disease types: the Mendelian to complex spectrum. How do we know that a disease has a genetic component? Heritability.

11:00 - 11:30 Coffee Break
11:30 - 12:30 Association studies and their Whole Genome Extensions. Design and Analysis of Association studies and Genome-Wide Association Studies (GWAS). Candidate-Gene vs. Genome-wide approaches.
12:30 - 14:00 Lunch Break
14:00 - 16:00 Practical Session I. SNP selection for candidate Gene approaches and Association Analysis I (SYSNPs). Introduction to SNPator, GWASpi and PLINK.
16:00 - 16:30 Tea Break
16:30 - 18:00 Challenges of GWASs (I). The multiple testing problem and correction procedures.
Thu, Jan 20th
Day #2
09:30 - 11:00 Challenges of GWASs (II). The problem of lack of replicability. Publication biases. The mystery of the missing heritability. Adding biology into the analysis. Haplotype analysis and simultaneous analysis of all SNPs. Testing for interactions. High order analysis.
11:00 - 11:30 Coffee Break
11:30 - 12:30 Challenges of GWASs (II). Structural Variation in the Genome. Copy Number Variants and GWAS.
12:30 - 14:00 Lunch Break
14:00 - 16:00 Practical Session II. More on SNPator, GWASpi and PLINK. Performing an association study I.
16:00 - 16:30 Tea Break
16:30 - 18:00 Practical Session III. More on SNPator. Performing an association study II.
Fri, Jan 21st
Day #3
09:30 - 11:00 Overview of recent GWASs and Metaanalysis. Some lessons we learned from them.
11:00 - 11:30 Coffee Break
11:30 - 12:30 Next Generation Sequencing and deep-sequencing. The 1000 genomes and Public Projects in Population Genomics (P3G). What else can we expect? Unknown unknowns in the genome.
12:30 - 14:00 Lunch Break
14:00 - 16:00 Practical Session IV. Performing an association study III. Annotating the results. Databases. Haploview and other packages.
16:00 - 16:30 Tea Break
16:30 - 18:00 Practical Session V. Copy Number Variants, a practical approach. Birdsuite and other packages.
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Instituto Gulbenkian de Ciência,

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Last updated:   December 15th 2010