Dispersal models Continuous populations Isolation-by-distance Discrete populations Stepping-stone Island model.

Slides:



Advertisements
Similar presentations
Gene tree analyses of Aboriginal Australians Rosalind Harding University of Oxford.
Advertisements

Bioinformatics Phylogenetic analysis and sequence alignment The concept of evolutionary tree Types of phylogenetic trees Measurements of genetic distances.
Probabilistic Modeling of Molecular Evolution Using Excel, AgentSheets, and R Jeff Krause (Shodor)
Amorphophallus titanum Largest unbranched inflorescence in the world Monecious and protogynous Carrion flower (fly/beetle pollinated) Indigenous to the.
Sampling distributions of alleles under models of neutral evolution.
MIGRATION  Movement of individuals from one subpopulation to another followed by random mating.  Movement of gametes from one subpopulation to another.
GENE TREES Abhita Chugh. Phylogenetic tree Evolutionary tree showing the relationship among various entities that are believed to have a common ancestor.
Preview What does Recombination do to Sequence Histories. Probabilities of such histories. Quantities of interest. Detecting & Reconstructing Recombinations.
N-gene Coalescent Problems Probability of the 1 st success after waiting t, given a time-constant, a ~ p, of success 5/20/2015Comp 790– Continuous-Time.
Lecture 23: Introduction to Coalescence April 7, 2014.
Phylogenetic reconstruction
Molecular Evolution Revised 29/12/06
Population Genetics I. Evolution: process of change in allele
Forward Genealogical Simulations Assumptions:1) Fixed population size 2) Fixed mating time Step #1:The mating process: For a fixed population size N, there.
14 Molecular Evolution and Population Genetics
BIOE 109 Summer 2009 Lecture 4- Part II Phylogenetic Inference.
Tracing the dispersal of human populations By analysis of polymorphisms in the Non-recombining region of the Human Y Chromosome Underhill et al 2000 Nature.
From population genetics to variation among species: Computing the rate of fixations.
Evolutionary Genome Biology Gabor T. Marth, D.Sc. Department of Biology, Boston College Medical Genomics Course – Debrecen, Hungary, May 2006.
Human Migrations Saeed Hassanpour Spring Introduction Population Genetics Co-evolution of genes with language and cultural. Human evolution: genetics,
Molecular Evolution, Part 2 Everything you didn’t want to know… and more! Everything you didn’t want to know… and more!
Chapter 2 Opener How do we classify organisms?. Figure 2.1 Tracing the path of evolution to Homo sapiens from the universal ancestor of all life.
Procedures in RFLP. RFLP analysis can detect Point mutations Length mutations Inversions.
Classification and Phylogenies Taxonomic categories and taxa Inferring phylogenies –The similarity vs. shared derived character states –Homoplasy –Maximum.
TGCAAACTCAAACTCTTTTGTTGTTCTTACTGTATCATTGCCCAGAATAT TCTGCCTGTCTTTAGAGGCTAATACATTGATTAGTGAATTCCAATGGGCA GAATCGTGATGCATTAAAGAGATGCTAATATTTTCACTGCTCCTCAATTT.
Phylogeny Estimation: Traditional and Bayesian Approaches Molecular Evolution, 2003
Molecular phylogenetics
MIGRATION  Movement of individuals from one subpopulation to another followed by random mating.  Movement of gametes from one subpopulation to another.
Speciation history inferred from gene trees L. Lacey Knowles Department of Ecology and Evolutionary Biology University of Michigan, Ann Arbor MI
Extensions to Basic Coalescent Chapter 4, Part 2.
Phylogenetic Analysis. General comments on phylogenetics Phylogenetics is the branch of biology that deals with evolutionary relatedness Uses some measure.
Lecture 25 - Phylogeny Based on Chapter 23 - Molecular Evolution Copyright © 2010 Pearson Education Inc.
Phylogenetics and Coalescence Lab 9 October 24, 2012.
Bioinformatics 2011 Molecular Evolution Revised 29/12/06.
Targeted next generation sequencing for population genomics and phylogenomics in Ambystomatid salamanders Eric M. O’Neill David W. Weisrock Photograph.
Phylogeny GENE why is coalescent theory important for understanding phylogenetics (species trees)? coalescent theory lets us test our assumptions.
Phylogenetic Trees  Importance of phylogenetic trees  What is the phylogenetic analysis  Example of cladistics  Assumptions in cladistics  Frequently.
Announcements Urban Forestry project starts this week. Go through protocol. We'll be sending you off on your own. Please act responsibly. Peer review of.
Calculating branch lengths from distances. ABC A B C----- a b c.
Genomic diversity and differentiation heading toward exam 3.
Models and their benefits. Models + Data 1. probability of data (statistics...) 2. probability of individual histories 3. hypothesis testing 4. parameter.
Coalescent Models for Genetic Demography
26.1 Organisms Evolve Through Genetic Change Occurring Within Populations. “Nothing in Biology makes sense except in the light of Evolution” –Theodosius.
Lecture 17: Phylogenetics and Phylogeography
Chapter 10 Phylogenetic Basics. Similarities and divergence between biological sequences are often represented by phylogenetic trees Phylogenetics is.
Selectionist view: allele substitution and polymorphism
Population genetics. coalesce 1.To grow together; fuse. 2.To come together so as to form one whole; unite: The rebel units coalesced into one army to.
NEW TOPIC: MOLECULAR EVOLUTION.
By Mireya Diaz Department of Epidemiology and Biostatistics for EECS 458.
Ayesha M.Khan Spring Phylogenetic Basics 2 One central field in biology is to infer the relation between species. Do they possess a common ancestor?
Amorphophallus titanum
Testing the Neutral Mutation Hypothesis The neutral theory predicts that polymorphism within species is correlated positively with fixed differences between.
Evolutionary Genome Biology Gabor T. Marth, D.Sc. Department of Biology, Boston College
Bioinf.cs.auckland.ac.nz Juin 2008 Uncorrelated and Autocorrelated relaxed phylogenetics Michaël Defoin-Platel and Alexei Drummond.
Fixed Parameters: Population Structure, Mutation, Selection, Recombination,... Reproductive Structure Genealogies of non-sequenced data Genealogies of.
A Little Intro to Statistics What’s the chance of rolling a 6 on a dice? 1/6 What’s the chance of rolling a 3 on a dice? 1/6 Rolling 11 times and not getting.
Robert Page Doctoral Student in Dr. Voss’ Lab Population Genetics.
Trees & Topologies Chapter 3, Part 2. A simple lineage Consider a given gene of sample size n. How long does it take before this gene coalesces with another.
Phylogeny and the Tree of Life
Gil McVean Department of Statistics
COALESCENCE AND GENE GENEALOGIES
Goals of Phylogenetic Analysis
Endeavour to reconstruct the characters of each hypothetical ancestor.
Summary and Recommendations
Parsimony is Computationally Intensive
Chapter 19 Molecular Phylogenetics
Outline Cancer Progression Models
Summary and Recommendations
But what if there is a large amount of homoplasy in the data?
Phylogenetic analysis of AquK2P.
Presentation transcript:

Dispersal models Continuous populations Isolation-by-distance Discrete populations Stepping-stone Island model

F ST, the fixation index, is the most important statistic used to measure the extent of population subdivision. Where : H t is the heterozygosity expected to be shown by an individual in a randomly-mating total population H S is the mean heterozygosity in subpopulation Heterozygosity: Where, m is the number of alleles and x i the frequency of the ith allele at the locus

Barber et al Fine scale genetic structure between populations Planktonic larvae: 4-6 weeks Dispersal potential: estimated at 600 km of the mantis schrimp Haptosquilla pulchella 213 individuals 106 haplotypes Minimum-spanning network A sharp genetic break between populations north and south of the Flores and Java seas, as close as 300 km

New approach in population genetics: the coalescent

The coalescent : The increasing amount of genetic polymorphism revealed at the level of DNA encouraged the use of gene genealogies in population genetics (the phylogenetic relationships of the sequences sampled from a population). Coalescence process : The n sequences in a phylogenetic tree coalesce first to n-1 ancestral sequences, then to n-2, and so on until finally to a single common ancestral sequence, the MRCA = most recent common ancestor. Under the assumption of genetic drift only, the probability that 2 alleles share a common ancestor in the previous generation is 1/2N. If the population maintained a constant size, the time back to the MRCA is 4N generations (as we go backward, there are less lineages left to coalesce, so that half the coalescence time will occur between the last 2 lineages). MRCA

Past

Coalescence events are more likely to occur in a small population, or if the allele is subject to positive selection. The relative distribution of the coalescent events along the tree, as well as the total coalescence time, give information about past and present evolutionary processes in the analyzed population.

How does speciation occur in the ocean ?

Molecular Phylogenetics

MOLECULAR PHYLOGENETICS : The reconstruction of the evolutionary history between reproductively isolated species. The first and crucial point is to compare orthologous genes. Then the following steps are required for the reconstruction of the phylogenetic tree: 1) Alignment of the DNA sequences –insertion of gaps. 2) Choice of the best model of DNA substitution fitting your DNA alignment. 3) Inference of the molecular tree using one or several of the 3 classical methods: distance, maximum parsimony (MP), or maximum likelihood (ML). 4) Statistical test of the robustness of the phylogenetic groups (i.e. Bootstrap); eventually test of alternating phylogenetic hypotheses (i.e. LRT, likelihood ratio test).

DNA sequences – Multiple Alignment

Assumptions of the model of nucleotide substitutions: 1) All nucleotide sites change independently 2) The substitution rate is constant over time and in different lineages 3) The base composition is at equilibrium 3) The conditional probabilities of nucleotide substitutions are the same for all sites and do not change over time