Natural Selection. Evolution by natural selection. Natural selection requires phenotypic variation

Similar documents
Summary Genes and Variation Evolution as Genetic Change. Name Class Date

A Hands-On Exercise To Demonstrate Evolution

Parental care and sexual conflict.

Biology Notes for exam 5 - Population genetics Ch 13, 14, 15

Evolution, Natural Selection, and Adaptation

Course Outline. Parental care and sexual conflict. Papers for 22 October. What is sexual conflict? 10/19/2009

AP Biology Essential Knowledge Student Diagnostic

Practice Questions 1: Evolution

Animal Models of Human Behavioral and Social Processes: What is a Good Animal Model? Dario Maestripieri

Worksheet: The theory of natural selection

Basics of Marker Assisted Selection

Principles of Evolution - Origin of Species

Problem Set 5 BILD10 / Winter 2014 Chapters 8, 10-12

TEXAS A&M PLANT BREEDING BULLETIN

Simulation Model of Mating Behavior in Flies

How To Model The Fate Of An Animal

From: Conner, J. and D. Hartl, A Primer of Ecological Genetics. In prep. for Sinauer

Evolution by Natural Selection 1

Deterministic computer simulations were performed to evaluate the effect of maternallytransmitted

The Concept of Inclusive Fitness 1 Ethology and Behavioral Ecology Spring 2008

Natural Selection on Testosterone Production in a Wild Songbird Population

A Basic Introduction to Missing Data

Ecology - scientific study of how individuals interact with their environment 34.1

Lecture 10 Friday, March 20, 2009


Essentials of Human Anatomy & Physiology 11 th Edition, 2015 Marieb

Terms: The following terms are presented in this lesson (shown in bold italics and on PowerPoint Slides 2 and 3):

Logistic Regression (1/24/13)

AP Biology Unit I: Ecological Interactions

GENOMIC SELECTION: THE FUTURE OF MARKER ASSISTED SELECTION AND ANIMAL BREEDING

PRINCIPLES OF POPULATION GENETICS

Module 3: Correlation and Covariance

Mendelian Genetics in Drosophila

MS. Structure, Function, and Information Processing

9/14/2015. Innate behavior. Innate behavior. Stimuli that trigger innate behaviors are called releasers.

Evolution (18%) 11 Items Sample Test Prep Questions

Asexual Versus Sexual Reproduction in Genetic Algorithms 1

Introduction: Agonistic Behavior in Betta splendens

Service courses for graduate students in degree programs other than the MS or PhD programs in Biostatistics.

Example: Credit card default, we may be more interested in predicting the probabilty of a default than classifying individuals as default or not.

Evolutionary implications of variation in the calling song of the cricket Gryllus bimaculatus De Geer (Orthoptera: Gryllidae)

Selecting for Robustness in Pigs

Unique reproductive strategies have developed to ensure maximum reproductive success.

Investigating the genetic basis for intelligence

Okami Study Guide: Chapter 3 1

Feb 26: Song Dialects: Birds. Why Do Birds Sing?

Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

Connected Experience: Evolution and the Galápagos Tortoise

Science 10-Biology Activity 14 Worksheet on Sexual Reproduction

Chapter 5 Low quality females avoid high quality males when choosing a mate

Utah State Office of Education Elementary STEM Endorsement Course Framework Nature of Science and Engineering

Teacher Preparation Notes for "Evolution by Natural Selection" 1

Multivariate Analysis of Variance. The general purpose of multivariate analysis of variance (MANOVA) is to determine

[This document contains corrections to a few typos that were found on the version available through the journal s web page]

Correlational Research

Algebra Academic Content Standards Grade Eight and Grade Nine Ohio. Grade Eight. Number, Number Sense and Operations Standard

Structural Equation Modelling (SEM)

Multiple Regression: What Is It?

Introduction to functions and models: LOGISTIC GROWTH MODELS

LAB : PAPER PET GENETICS. male (hat) female (hair bow) Skin color green or orange Eyes round or square Nose triangle or oval Teeth pointed or square

Multivariate Logistic Regression

Level Topic Basic Intermediate Advanced Open. What is a typical How common is sexchanging clownfish family like? father)?

Population Genetics and Multifactorial Inheritance 2002

Statistics Graduate Courses

Laboratory 1 Evolution by Means of Natural Selection copyright 2011 Dana Krempels

Social Insects. Social Insects. Subsocial 4/11/10. More widespread 13 orders of insects no reproductive division of labor

Incomplete Dominance and Codominance

Introduction to Path Analysis

Aspects of Reproduction and the Condition of Gravid Mud Crab (Crustacea: Brachyura: Potamon) in Ebonyi State, Nigeria

NEUROEVOLUTION OF AUTO-TEACHING ARCHITECTURES

STA 4273H: Statistical Machine Learning

How To Understand Multivariate Models

When to Use a Particular Statistical Test

Chapter Seven. Multiple regression An introduction to multiple regression Performing a multiple regression on SPSS

Lesson 3: Fish Life Cycle

Genetics for the Novice

Least Squares Estimation

Evolutionary Perspective: Wrap Up

Chapter 7: Dummy variable regression

The Method of Least Squares

Algebra 1 Course Information

Heredity - Patterns of Inheritance

The Human Genome. Genetics and Personality. The Human Genome. The Human Genome 2/19/2009. Chapter 6. Controversy About Genes and Personality

Adequacy of Biomath. Models. Empirical Modeling Tools. Bayesian Modeling. Model Uncertainty / Selection

Campbell Biology in Focus Correlation for AP Biology Curriculum Framework

Basic Principles of Forensic Molecular Biology and Genetics. Population Genetics

Bachelor and Master of Science degrees in Mathematics and Statistics at University of Helsinki

Introduction. What is Ecological Genetics?

Name. Period. Date. Science.. Variation and Selection in the...egyptian Origami Bird (Avis papyrus)..

Bio EOC Topics for Cell Reproduction: Bio EOC Questions for Cell Reproduction:

AUTOMATION OF ENERGY DEMAND FORECASTING. Sanzad Siddique, B.S.

Pearson s Correlation

Presentation by: Ahmad Alsahaf. Research collaborator at the Hydroinformatics lab - Politecnico di Milano MSc in Automation and Control Engineering

Genetics and Evolution: An ios Application to Supplement Introductory Courses in. Transmission and Evolutionary Genetics

Florida Math Correlation of the ALEKS course Florida Math 0028 to the Florida Mathematics Competencies - Upper

High deleterious genomic mutation rate in stationary phase of Escherichia coli

Section 14 Simple Linear Regression: Introduction to Least Squares Regression

Lecture Note: Self-Selection The Roy Model. David H. Autor MIT Spring 2003 November 14, 2003

QUALITY ENGINEERING PROGRAM

Continuous and discontinuous variation

Transcription:

Natural Selection Evolution by natural selection Natural selection requires phenotypic variation Selection occurs if variation in fitness is associated with variation in the phenotype (i.e., there is a covariance between fitness and phenotype) Evolution by natural selection can occur if part of the phenotypic variance is heritable (i.e., there is a covariance between phenotype and genotype) 1

Evolution by natural selection Directional Selection (change in population mean and reduction in V A ) Non-linear Selection (stabilizing) (reduction in V A ) Non-linear Selection (disruptive) (increase in V A ) Prediction: Selection reduces the standing genetic variation in populations Collared flycatcher (Ficedula albicollis) Gustaffson (1986) 2

Prediction: Selection reduces the standing genetic variation in populations Across species comparison Roff (1997) Maintenance of heritable variation Equilibrium between newly emerging genetic variability and selection removing genetic variants from the population. Population-, interindividual variability Mutation Migration Selection 3

Directional Selection Selection differential: Covariance between fitness and phenotype The Price Equation (Price, 197) ( Robertson-Price Identity : Lynch and Walsh,1998) Δz i cov 2 ( w, z ) h S β V βg i i a Δz evolutionary change from generation t to t+1 (equivalent to R in breeders equation) i index-subscript for a particular phenotype/trait β selection gradient (slightly different from selection differential) G additive genetic variance (equivalent to V A ) W i wi relative fitness W Directional Selection w Linear Regression y a + bx Linear Fitness Equation w a + βz a: baseline fitness β: directional selection gradient z: phenotypic trait z Directional Selection differential (S): within-generational difference between mean phenotype after episode of selection (but before reproduction) and the mean before the selection episode (sometimes: total selection ). Equivalent to regression of relative fitness on phenotype. Only for directional selection. Selection gradient (β, γ): partial regression coefficients of relative fitness on a given trait (sometimes: direct selection ). For directional, non-linear and correlational selection. 4

Directional Selection R 2 h S V V p G S S S G P P a Gβ univariate Δz GP 1 hence β S Gβ P 1 S S P multivariate (the bold upright font indicates matrix notation) Non-linear Selection Quadratic Regression y a + bx + cx 2 Non-linear fitness equation 1.8 w a + β x + Linear component (gradient) 1 γ x 2 2 Non-linear (quadratic) component (gradient).6.4.2 2 4 6 8 1 The non-linear selection gradient does not directly affect the change in the phenotypic mean from one generation to the next ( Δz ). But it affect the genetic co-/variances. Lande & Arnold 1983 5

Evolution by natural selection Of selective targets Phenotypic trait under selection and agents Ecological/social factor that generates a covariance between fitness and phenotype Agent 1 parasitoid Evolution by natural selection Agent 2 Bird predation (Target) Goldenrod Goldrute Eurosta gall fly 6

Example non-linear Selection Stabilizing selection? Goldenrod Goldrute Eurosta fly Eurosta gall Eurosta gall fly Directional and Stabilizing Selection Fitness function Phenotype distribution in the population Stabilizing and directional selection are not mutually exclusive 7

8 Directional and Stabilizing Selection γ β > γ β < > γ β < γ β Fitness function Phenotype distributions in the population w Phenotypic trait value < γ β Natural/Sexual Selection Experimental Design

Definitions of Fitness Strict definition: A genotype s rate of increase in a population (e.g. Futuyma 1986) Working definitions: Fitness components 1. Individual survival (longevity) 2. Fecundity (clutch size, hatching success, number of surviving offspring, number or reproducing offspring, fedundity of offspring, number of grand-children,...) 3. Insemination rate 4.... Often specific to the biology of the study organism. Example: Estimating selection differentials and gradients Fitness (lifetime nr. of inseminations) Horn length (mm) Elytra length (mm) Fungus beetle Bolithotherus cornutus 9

On the + side Selection is observed as it is actually happening in the population Estimation of indirect selection On the - side It is not possible to be completely sure to have causally isolated the target of selection * It is difficult to infer the agents of selection causally * *The problem of third variable causation (e.g., Ruxton and Colgrave, 26) Example: Experimentally testing targets of selection S C L Long-tailed widow bird (Euplectes progne) Anderson 1982. Nature 299, 818-82 1

On the + side Causal identification of target of selection (manipulation of target trait) Causal identification of agent of selection (manipulation of ecological factor) On the - side Univariate approach, usually one trait at a time Not all traits can be easily and directly manipulated Risk of generating exaggerated ( unnatural ) variance in the trait CAREFUL experimentation required It can be interesting to experimentally create phenotypes that are outside the natural range Experimental extreme values w Phenotypic trait value Example: sensory biases in the evolution of communication/signalling 11

Zebra finch (Taenopygia guttata) Male Attractiveness Female Attractiveness Of 49 offspring reaching adulthood, 29 were reared by males with red colour bands, and 36 had mothers with orange bands. Burley 1981, Science Note on fitness components In evolutionary and behavioural ecology, fitness components are often partitioned into a benefit part and a cost part Benefits and costs are often investigated separately But: what matters is the life-time value for the component (trade-offs involved) Does this result mean that there is ongoing directional selection on male tail length in these widowbirds? 12

Note on fitness components.5 W: Fitness.4.3.2.1 2 4 6 8 1 S C L Phenotype Benefit part of fitness component (e.g., mating success, nr nests) 1.8 Cost part of fitness component (e.g., survival probability) 1.8.6.4.2.6.4.2 S C L 2 4 6 8 1 S C L 2 4 6 8 1 13