BISC413 Lab 2, August 28: Cat data analysis

On Tuesday you collected phenotype data on about 100 cats from one location. Today you'll use the phenotype data to estimate allele frequencies using the Hardy-Weinberg relationship, test the fit of observed genotype frequencies to those expected from Hardy-Weinberg, and see whether cats from your city are different from cats from the city you matched it to.

Estimate allele frequencies

For the longhair and white loci, you only have two phenotypes, one caused by a recessive allele and one caused by a dominant allele. You will therefore need to estimate the allele frequencies using the Hardy-Weinberg relationship, which says that the frequency of a recessive homozygote is equal to the frequency of the recessive allele squared. Therefore, to estimate the frequency of the recessive l allele at the longhair locus, take the square root of the proportion of longhaired cats. For example, if 9% of the cats in your sample have long hair, you'd take the square root of 0.09, which equals 0.30. You'd estimate that the allele frequencies are 0.30 l and 0.70 S. Of course, you don't know this for sure, as you don't know how many of the short-haired cats are Sl and how many are SS. Do this calculation for your data for longhair and for white. Remember that the W allele, which causes white hair, is dominant. This is a good reminder that "dominant" does not refer to how common an allele is, it tells you what phenotype the heterozygous genotype has.

For the Orange locus, you can distinguish all the genotypes, so you don't need to estimate the allele frequency in your sample, you can count it directly. Males are either OY, an orange or cream colored cat, or oY, which is black, brown or gray. Count the number of O alleles and the number of o alleles in the males.

Females are either OO (orange or cream), oo (black, brown or gray), or Oo (calico or tortoiseshell). Count the number of O and o alleles in females, too. Add the total number of each allele in males and females to get your estimate of the allele frequencies.

For the spotting locus, use two different methods of estimating the allele frequency. First, lump together those with less than and greater than 50% white into one category. Treat the absence of white as a recessive phenotype caused by the s allele, and estimate the allele frequencies the same way you did for longhair and white. Next, count those cats with more than 50% white as SS, those with some white but less than 50% as Ss, and those with no white as ss. Count the number of alleles the same way you did for Orange in females.

Test fit to Hardy-Weinberg proportions

For Orange in females and spotting in all cats, use the Hardy-Weinberg relationship to predict the proportion of each homozygous genotype and the heterozygous genotype. Read about the chi-square test of goodness-of-fit, download the spreadsheet from that page, and test how well your observed data fit the expected. Note that your "degrees of freedom" is based on an intrinsic hypothesis, so enter "1" under "intrinsic." Record the P-value.

Difference between cities

Compare the phenotype frequencies (for the longhair and white loci) and the allele frequencies (for spotting and Orange) between your city and the city you paired it with, using Fisher’s exact test of goodness-of-fit.

Lab report

On Tuesday, Sept. 2, you must turn in a lab report on this week's work. It must be typed. It should have the following information in one or more tables:

Your report should also contain the following:

There is no minimum or maximum length for the lab report, but you must include everything listed above.

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