Evolution by Natural Selection as a Syllogism

Slides:



Advertisements
Similar presentations
15 The Genetic Basis of Complex Inheritance
Advertisements

Chapter 7 Quantitative Genetics
Quantitative traits.
Quantitative genetics
Chapter 7 Quantitative Genetics Read Chapter 7 sections 7.1 and 7.2. [You should read 7.3 and 7.4 to deepen your understanding of the topic, but I will.
Quantitative Genetics Up until now, we have dealt with characters (actually genotypes) controlled by a single locus, with only two alleles: Discrete Variation.
1 15 The Genetic Basis of Complex Inheritance. 2 Multifactorial Traits Multifactorial traits are determined by multiple genetic and environmental factors.
The Inheritance of Complex Traits
Quantitative Genetics Theoretical justification Estimation of heritability –Family studies –Response to selection –Inbred strain comparisons Quantitative.
Fundamental Concepts in Behavioural Ecology. The relationship between behaviour, ecology, and evolution –Behaviour : The decisive processes by which individuals.
Quantitative Genetics
BIOE 109 Summer 2009 Lecture 7- Part II Selection on quantitative characters.
Evolution by Natural Selection as a Syllogism
NORMAL DISTRIBUTIONS OF PHENOTYPES Mice Fruit Flies In:Introduction to Quantitative Genetics Falconer & Mackay 1996.
Quantitative Genetics
Variation and its inheritance The foundation of inheritance is the laws of Mendelian genetics. Mendel succeeded and understood particulate (discontinuous.
ConceptS and Connections
Chapter 5 Characterizing Genetic Diversity: Quantitative Variation Quantitative (metric or polygenic) characters of Most concern to conservation biology.
Quantitative Genetics
PBG 650 Advanced Plant Breeding
Trait evolution Up until now, we focused on microevolution – the forces that change allele and genotype frequencies in a population This portion of the.
Humans have bred dogs to produce tremendous variety. But a new study reports that the physical variance among dog breeds is determined by differences.
Lecture 21: Quantitative Traits I Date: 11/05/02  Review: covariance, regression, etc  Introduction to quantitative genetics.
NORMAL DISTRIBUTIONS OF PHENOTYPES Mice Fruit Flies In:Introduction to Quantitative Genetics Falconer & Mackay 1996.
24.1 Quantitative Characteristics Vary Continuously and Many Are Influenced by Alleles at Multiple Loci The Relationship Between Genotype and Phenotype.
IV. Variation in Quantitative Traits A. Quantitative Effects.
Components of Natural Selection Phenotypic variation Fitness differences – phenotypic differences must influence fitness to some extent for there to be.
Bellwork  Define in your own words  Allele  Homozygous  Heterozygous  Recessive  Dominant.
IV. Variation in Quantitative Traits
Quantitative Genetics
NORMAL DISTRIBUTIONS OF PHENOTYPES
Plant of the day! Nepenthes rajah, the largest meat-eating plant in the world, growing pitchers that can hold two litres of water if filled to the brim.
PBG 650 Advanced Plant Breeding
Bio 508: Evolution Robert Page Slides Courtesy of Dr. Voss
Genotypic value is not transferred from parent to
Chapter 23: The Evolution of Populations
NORMAL DISTRIBUTIONS OF PHENOTYPES
Genetics: Analysis and Principles
Quantitative and Behavior Genetics
Quantitative genetics
Quantitative Variation
Quantitative genetics
Statistical Tools in Quantitative Genetics
Spring 2009: Section 5 – Lecture 1
Genotypic value is not transferred from parent to
The Genetic Basis of Complex Inheritance
15 The Genetic Basis of Complex Inheritance
Genetics of qualitative and quantitative phenotypes
Bellwork: What indicates that a population is evolving
Population Variation.
Quantitative Genetics of Natural Variation: some questions
Friday 1/31 Heritability practice problems
Pak Sham & Shaun Purcell Twin Workshop, March 2002
CH22 Quantitative Genetics
Alternative hypotheses (i. e
Lecture 5 Artificial Selection
The Mechanisms of Evolution
Pi = Gi + Ei Pi = pi - p Gi = gi - g Ei = ei - e _ _ _ Phenotype
Statistical Tools in Quantitative Genetics
Genetics.
The Evolution-Ecology Connection
Genotypic value is not transferred from parent to
Chapter 7 Beyond alleles: Quantitative Genetics
Heritability h2 = VA/Vp Proportion of total phenotypic variance attributed to variation in breeding values. Expresses the extent to which genes are transmitted.
Genetics of Quantitative Traits
A Lesson From the Zuni Indians: Heritability in Perspective
Modes of selection.
Heritability h2 = VA/Vp Proportion of total phenotypic variance attributed to variation in breeding values. Expresses the extent to which genes are transmitted.
Mechanisms of Evolution Microevolution
Presentation transcript:

Evolution by Natural Selection as a Syllogism If individuals in a population vary with respect to a particular trait that has some genetic basis AND 2. If the variants differ with respect to their abilities to survive and reproduce in the present environment THEN 3. There will be an increase in the frequency of individuals having those traits that increased fitness in the next generation Note, the content of this lecture and any figures were taken liberally from other sources….

The Syllogism Parallels the Breeder’s Equation R = h2S The breeder’s equation

Parallel between the Syllogism and the Breeder’s Equation If individuals in a population vary with respect to a particular trait that has some genetic basis AND 2. If the variants differ with respect to their abilities to survive and reproduce in the present environment THEN 3. There will be an increase in the frequency of individuals having those traits that increased fitness in the next generation h2 S R

Selection on a Quantitative Trait Consider a situation where there is a clear “selective event” within a generation Response (R) = mean Zoffspring – mean Zparents Mean phenotypic trait in next generation frequency phenotype Mean phenotypic trait value AFTER selection Mean phenotypic trait value BEFORE selection Selection differential (S) = mean Zafter – mean Zbefore The Breeder’s Equation predicts the mean phenotype of the next generation

Evolutionary Response to Selection on a Quantitative Trait Offspring trait value Slope = 1.0 h2 = 1.0 Mean of offspring of selected parents R Population mean When h2 = 1, R = S Parent trait value S Mean before after

Evolutionary Response to Selection on a Quantitative Trait Offspring trait value Slope = 1.0 h2 = 1.0 Mean of offspring of selected parents R Population mean When h2 = 1, R = S Parent trait value S Mean before after

Evolutionary Response to Selection on a Quantitative Trait Offspring trait value Slope = 0.5 h2 = 0.5 Mean of offspring of selected parents R Population mean When h2 < 1, R < S Parent trait value S Mean before after

Evolutionary Response to Selection on a Quantitative Trait The displacement of the mean of the character each generation is the response to selection Given the same strength of selection, a larger heritability means a larger response. If heritability doesn’t change, constant selection yields constant response Across Multiple Generations R1 R2 R3 z0 _

So, What is Heritability? Heritability describes the proportion of variation in trait that can respond to selection Broad-sense Heritability (H2 = h2B = VG/VP) could include dominance and epistatic variation Narrow-sense Heritability (h2= VA/VP) proportion of phenotypic variance that is due to additive genetic causes

Characterizing a Quantitative Trait Mean (average) # of individuals Z Variance (mean squared deviation from mean)

What Causes Phenotypic Variation Among Individuals Genetics? Environment? Both? Z # of individuals

Partitioning Variance Total Phenotypic Variance (VP) VG VE VG x E

classic experiments of Clausen, Keck and Hiesey (1948) on Achillea: Plants from low elevation populations are taller than plants from high elevation. Is this difference between populations due only to the environment or are there genetic differences as well? Note in each population there are a distribution of heights (the blue areas on each figure, turn your head sideways to view the distribution). classic experiments of Clausen, Keck and Hiesey (1948) on Achillea:

Unspecified source population Fig 8.26 Unspecified source population The total phenotypic variation in a population can be viewed as a stick that can be decomposed into component parts: Vp = V genetic + Venvi + Vgxe. The variance due to GxE is variation due to an interaction between genotype and the environment. In othe rwords, its variation due to the fact that not all genotypes respond to the environment in the same way. In the above figure, 7 genotypes were grown in one of 2 environments (Stanford = Low elevation, Mather = high elevation). Notice that the genotypes are ranked based on height when grown in the Stanford population. Even though on average the plants are taller when grown in the Stanford environment than in the Mather environment, not all genotypes responded to the change in environment in the same way. For example, genotype E was relatively less affected by the change in environment compared to genotype B—these sorts of differences are what make up the GxE component of variation.

Partitioning Variance Total Phenotypic Variance (VP) VG VE VG x E VADD VDOM VEPI Genetic Variance can be subdivided: VADD= phenotypic variation due to the additive effects of alleles VDOM = phenotypic variation due to dominance effects (when the effect of the allele depends on the identity of the other allele at that locus) VEPI = phenotypic variation due to epistatic effects (when the effect of the allele depends on the identity of alleles at different loci)

Dominance and Epistasis BBEE BBee Bbee BBEe bbee BbEE BbEe bbEE bbEe

Partitioning Variance Total Phenotypic Variance (VP) VG VE VG x E VENV Environmental Variance can be subdivided: VEN V= phenotypic variation due to random environmental influences VCOM = phenotypic variation due to common family influences VCOM VMAT VMAT = phenotypic variation due to maternal influences

Plasticity in Guppy Offspring Size Food stressed mothers produce larger offspring David Reznick and undergrad at the time, Tony Yang showed that guppies exhibit plasticity in offspring size. And the form of that plasticity is really cool. In response to low food levels, mothers make a larger baby then when they have plenty of food. So they do produce fewer babies, but each one is larger. What’s interesting is that this plastic response is on the same order of magnitude as the genetic difference between upstream and downstream sites. And that made me wonder… Reznick and Yang 1993

Partitioning Variance Total Phenotypic Variance (VP) VG VE VG x E VDOM VEPI VADD VENV VCOM VMAT heritability (h2) = the proportion of phenotypic variation that is due to the additive effects of alleles [how much of VP is made up by VADD] Total Phenotypic Variance (VP) VADD

Why only Additive Genetic Variance? The additive effects of alleles are responsible for the degree of similarity between parents and offspring Additive effects Dominant A2 a = the effect of substituting an A1 or A2 allele Why is there spread around the phenotypic values of 6, 8, and 10 for each genotype? VE   A2A2 A1A2 A1A1 a d ADD only 10 8 6 2 0 w/ DOM 10 10 6 2 2

Why only Additive Genetic Variance? The additive effects of alleles are responsible for the degree of similarity between parents and offspring Additive effects Dominant A2 A1A2 x A1A2 Parents = 8 Parents = 10 Offspring = .25(6)+.5(8)+.25(10) = 8 Offspring = .25(6)+.5(10)+.25(10) = 9 Dominance causes offspring phenotype to deviate from parental phenotype!

Measuring Heritability Heritability is the slope of the regression between offspring and mid-parent phenotype Mid-parent phenotypic trait value Offspring phenotypic trait value Slope = 0.89 h2= 0.89 Can look at other relatives too! Slope(mom,daughter) = ½ h2 Slope(half-sibs) = ¼ h2