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Panglossian Gould and Lewontin 1979 After the character Dr. Pangloss In the novel Candide by Voltaire “ All is for the best in this, the best of possible worlds” Evolutionary change • • • • Natural Selection Mutation Migration of individuals Genetic drift Natural selection • Phenotypic variation • Genetic • Environmental • Developmental • Fitness differences • Heritability • Fitness: Fecundity, Fertility, Survivorship, Directional selection Danthonia spicata Impatiens capensis Stabilizing selection Ipomoea purpurea Cakile endentula Heritability (h2) Brassica campestris VP=VE+VGxE+VG+Cov(G,E)+Ve • • • • • • • VP Phenotypic variation VG Genetic variation VG=VA+VD+VI ;(additive, dominance, epistatic) VE Environmental variation VGxE Genotype-environmental interactions Cov(G,E) Gene environment covariation Ve errors in development Heritability • h2=Gg/Ve Processes that increase variation • Mutation • Recombination • Migration Processes that decrease variation • Natural selection • Genetic drift VP=VE+VGxE+VG+Cov(G,E)+Ve • • • • • • • VP Phenotypic variation VG Genetic variation VG=VA+VD+VI ;(additive, dominance, epistatic) VE Environmental variation VGxE Genotype-environmental interactions Cov(G,E) Gene environment covariation Ve errors in development Have-metal Tolerance • • • • • Bradshaw 1970 Zinc and Copper Anthoxanthum odoratum and Agrostis tenuis Trade offs First: Demonstrate all three components of natural selection • Second: secondary predictions were also met (pollination) • Third: Occurred in several places Ceratiola ericoides occupied un-occupied 0 500 Meters 1,000 Ceratiola ericoides Drupe with two (sometimes three) seeds 40 30 50 20 40 10 Std. Dev = 6.30 Mean = 48.9 30 N = 134.00 0 32.5 37.5 35.0 42.5 40.0 47.5 45.0 52.5 50.0 57.5 55.0 62.5 60.0 20 Fruit length 10 Std. Dev = 5.61 Mean = 45.3 N = 134.00 0 32.5 37.5 35.0 Fruit width 42.5 40.0 47.5 45.0 52.5 50.0 57.5 55.0 60.0 40 30 20 10 Std. Dev = 5.88 Mean = 60.1 N = 134.00 0 45.0 50.0 47.5 Seed length 55.0 52.5 60.0 57.5 65.0 62.5 70.0 67.5 72.5 80 60 40 20 Std. Dev = 4.77 Mean = 46.3 N = 134.00 0 20.0 25.0 30.0 Seed width 35.0 40.0 45.0 50.0 55.0 60.0 80 70 60 50 40 40 Rsq = 0.4389 60 50 Seed length 70 Large fruits Small fruits 30 14 12 10 20 8 6 10 4 Std. Dev = 5.74 Mean = 61.7 N = 84.00 0 45.0 50.0 47.5 55.0 52.5 60.0 57.5 65.0 62.5 Std. Dev = 5.08 2 70.0 67.5 Mean = 57.3 N = 50.00 0 45.0 72.5 50.0 47.5 Seed length 55.0 52.5 60.0 57.5 65.0 62.5 70.0 67.5 72.5 Seed length Large fruits Small fruits 50 30 40 20 30 20 10 10 Std. Dev = 5.06 Std. Dev = 3.76 Mean = 47.3 N = 84.00 0 20.0 25.0 30.0 Seed width 35.0 40.0 45.0 50.0 55.0 60.0 Mean = 44.7 N = 50.00 0 20.0 25.0 30.0 Seed width 35.0 40.0 45.0 50.0 55.0 60.0 Plasticity • Impatiens capensis (Schmitt and colleagues) • The elongation is controlled by the ratio of red to far red light Suppressed sun, high ratio Elongated, shade, low ratio High Low Geranium sanguineum