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Molecular ecology, quantitative genetic and genomics Dave Coltman + Melissa Gunn, Andrew Leviston, Katie Hartnup & Jon Slate.

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Presentation on theme: "Molecular ecology, quantitative genetic and genomics Dave Coltman + Melissa Gunn, Andrew Leviston, Katie Hartnup & Jon Slate."— Presentation transcript:

1 Molecular ecology, quantitative genetic and genomics Dave Coltman + Melissa Gunn, Andrew Leviston, Katie Hartnup & Jon Slate

2 Past, present & future Characterized microsatellites previously developed at U of A and new ones developed at Sheffield (NERC 2003-2004) Genotyping and pedigree in progress (NERC Sheffield 2004-2005) Quantitative genetic analyses next (NERC Sheffield 2005-2006) Genomics (U of A 2005+ ?)

3 Molecular ecology Microsatellites developed in Sheffield & will/can be used for –Parentage (vertical pedigree) paternity –Kinship (horizontal pedigree) Full sib vs. half sib vs. unrelated –Relatedness Pair-wise R network across population

4 Molecular ecology Mating system (Jeff) –Levels of multiple paternity and polygyny Male mating success (Jeff) –Relationship between phenotype and paternity Spatial relatedness structure (Jeff & Mark) –relationship to dispersal dynamics & resource abundance

5 Quantitative genetics Estimation of (co)variance components Prediction of individual genetic values

6 The animal model y i =  + a i + c i +  i V P = V A + V E + V R h 2 = V A / V P Additive genetic breeding value Other specific environmental effect Residual error Fixed effects (e.g. age, year)

7 NERC Objectives 1. Heritability of trait means and plasticities

8 NERC Objectives (2) 2. Identify constraints/accelerants through multivariate models (genetic correlations and maternal effects) 3. Characterize selection, predict response and compare to observed data & ebv 4. What happens under supplementation?

9 Other QG ideas? Other traits –Heritability and ebvs for physiological, metabolic, behavioural parameters? Spatial QG structure –Spatial autocorrelation in ebvs, relationship with resource landscape, temporal stability

10 Genomics *QG basis means we can focus on heritable traits using ebvs* Targeted gene approach –Use bioinformatics to sequence specific genes & search for association with ebv Sciurid genome map & QTL scan –map linkage groups & fish for association with ebv Population genomics –Map QTL & genes onto broad scale environmental & biogeographic gradients


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