2. “Variation is the spice of life” Kruglyak & Nickerson. 2001. Nature Genetics.
3. Everybody’s talking about variation “Variation is the spice of life”; it is required for evolution Genetic variation enables a population to evolve in response to environmental change on a long time scale Epigenetic variation enables a population to evolve in response to environmental change on a short time scale Genetic and epigenetic mechanisms work in concert
7. Epigenetic variation Epigenetic mechanisms can alter gene expression and phenotypes without any change in the DNA sequence Bossdorf, Richards, & Pigliucci. 2008. Ecology Letters
8. Epigenetic variation CH3 A C T C G A A C T C G A Epigenetic mechanisms can alter gene expression and phenotypes without any change in the DNA sequence Bossdorf, Richards, & Pigliucci. 2008. Ecology Letters
20. Research objectives What is the molecular basis of phenotypic variation in sockeye salmon? Describe genetic variation across the species’ range Describe epigenetic variation across the species’range
21. Research objectives What is the molecular basis of phenotypic variation in sockeye salmon? Describe genetic variation across the species’ range Describe epigenetic variation across the species’ range
23. Describing genetic variation Methods: Genotype populations range-wide at SNP loci Assess genetic variation Population 1 Population 2 A C T C G A CAC G SNP locus
24. Describing genetic variation Methods: Genotype populations across the range at SNP loci Assess genetic variation Problem: Only 42 nuclear SNPs available for sockeye salmon Solution: Discover more SNPs
25. Research objectives What is the molecular basis of phenotypic variation in sockeye salmon? Describe genetic variation across the species’ range SNP discovery Describe epigenetic variation across the species’range
26. SNP discovery Methods: Identify candidate SNPs Validate candidate SNPs Results: 73 new SNPs validated 115 SNPs total
27. Describing genetic variation South-central Alaska Bristol Bay Russia British Columbia Alaska Peninsula Genotyped 12 populations, 61- 93 fish per population, representing 6 regions Washington
28. Genetic variation Bristol Bay Russia Alaska Peninsula South-central Alaska Principal Coordinate 1 (44.5%) British Columbia Washington Principal Coordinate 2 (15.5%)
29. Research objectives What is the molecular basis of phenotypic variation in sockeye salmon? Describe genetic variation across the species’ range SNP discovery Describe epigenetic variation across the species’range
31. Describing epigenetic variation Detect population specific methylation (Me) patterns Populations: South-central Alaska Bristol Bay Russia British Columbia Alaska Peninsula Washington
32. Describing epigenetic variation Optimize methods for detecting population specific methyaltion patterns in sockeye salmon Me-AFLP MeDIP-CHIP
34. Conclusions Discovered and validated new SNPs Range wide variation; following geographic patterns Established a threshold of variation for comparison with epigenetic variation
35. Possible implications Often, genetic variation alone has not been able to explain observed phenotypic diversity Epigenetics may be part of that missing link Current management strategies are based on measures of genetic variation Epigenetics could be used as an additional, more sensitive measure of variation
Existing markers have revealed structure thus far, but larger marker panels improve res across range
43 in-house
West Kamchatka, RussiaBolshaya RiverOzernaya RiverBristol Bay, Alaska Lake Kulik Pick CreekAlaska Peninsula Bear LakeCinder River Southcentral Alaska Coghill LakeMain Bay British Columbia, Canada Alsek Upper Tatshenshini NassDamdochax Creek Washington Issaquah Creek Baker Lake