General Ecology, ECOL 3500, University of Georgia

Lecture: Ecological Genetics

Updated: 2 February, 2009


Topics

  • Definitions
    • DNA, RNA, Protein
    • Allele, locus (loci)
    • For diploid: gametes join to from zygote; homozygous (aa), heterozygous (ab)
    • Haploid, diploid, tetrapoid, polyploid, haplodiploid
    • Genotype --> (environment, development) --> Phenotype
    • Dominant (AA Ab), Recessive (bb)
    • Gene frequency versus genotype frequency, phenotype frequency
      e. g., with a population of five individuals: aa, aa, aa, aB, BB

  • Hardy-Weinberg Principle
    • Assumptions:
      • Random mating
      • No mutations
      • No genetic drift (large population size)
      • No migration
      • No natural selection
      Formulae:
      • Parental gene frequencies:
        p + q = 1, where p is frequency of allele-a; and q is frequency of allele-b
      • Parental genotype frequencies:
        are binomial expansion of (p + q)2 = (p + q) x (p + q) = p2 + pq + pq + q2
        aa: p2
        ab: 2pq
        bb: q2
      H-W Principle is used as a null model:
      • When assumptions met, frequencies in a parental generation predict frequencies in future generations.

  • Evolution

  • Adaptation (or not)
    Just-so stories
    Ant and bullhorn acacia mutulism

    Assignment: Design experiment to show acacia's behaviors are adaptive, not just adaptations to past hebivory by now extict large Pliestocene mammals (1.8 million - 10,000 years ago)

  • Experimental design -- statistical testing
    A rather silly, old professor wants to better understand his class. He hypothesizes that more motivated students are likely both to vote in national elections and to be first to form teams for their independent projects. There are 113 students registered for the class. He surveys the class, asking them two questions:
    1. Have you signed up for a group project yet?
    2. Did you vote in the last Pesidential election?
    He tabulates the results and finds the following:

    Observed
    results
    IN GROUP PROJECT
    YesNo
    VOTEDYes3528
    No1310

    One student forgot to answer the survey questions!

    What can we conclude from these data? -- We need to do a statistical test to see if the observed results differ from the results that we would expect if the two variables were randomly associated. We will use a 2 x 2 contingency table and test our results with a Chi-square test.

    Total
    results
    IN GROUP PROJECT
    YesNo total
    VOTEDYes3528 63
    No1310 23
    total4838 86

    Expected
    results
    IN GROUP PROJECT
    YesNo total
    VOTEDYes48 * 63/86 = 35.16 38 * 63/86 = 27.83 63
    No48 * 23/86 = 12.8438 * 23/86 = 10.16 23
    total4838 86

    (Obs. - Exp.)2
    Exp.
    IN GROUP PROJECT
    YesNo
    VOTEDYes(35 - 35.16)2
    35.16
    (28 - 27.83)2
    27.83
    No(13 - 12.84)2
    12.84
    (10 - 10.16)2
    10.16

    With Yates' correction for 2 x 2 contingency table, Χ2 =

    N * ( |AD - BC| - N/2) 2

    (A+B) * (C+D) * (A+C) * (B+D)

    where, in this case, A=35, B=28, C=13, D=10, and N=86.

    • Does the value exceed a critical chi square value = 3.84, for p < 0.05 for df = 1?

      Online calculator

    • Assumptions? Errors? What are we missing? Honesty?

    • Might the professor's hypothesis still be correct?

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