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An example: the genetic variance with known genotypes

We've been through a lot of algebra by now. Let's run through a couple of numerical examples to see how it all works. For the first one, we'll use the set of genotypic values in Table 2


Table 2: A set of perfectly additive genotypic values. Note that the genotypic value of the heterozygote is exactly halfway between the genotypic values of the two homozygotes.
Genotype $A_1A_1$ $A_1A_2$ $A_2A_2$
Genotypic value 0 1 2


For $p = 0.4$

\begin{eqnarray*}
{\bar x} &=& (0.4)^2(0) + 2(0.4)(0.6)(1) + (0.6)^2(2) \\
&...
... (0.0+1.0)]^2
+ (0.6)^2[2 - 2(1.0)]^2 \\
&=& 0.00 \quad .
\end{eqnarray*}

For $p = 0.2$, ${\bar x} = 1.60$, $V_g = V_a = 0.32$, $V_d = 0.00$. You should verify for yourself that $\alpha_1=0$ and $\alpha_2=1$ for $p = 0.2$. If you are ambitious, you could try to prove that $\alpha_1=0$ and $\alpha_2=1$ for any allele frequency.

For the second example we'll use the set of genotypic values in Table 3.


Table 3: A set of non-additive genotypic values. Note that the genotypic value of the heterozygote is closer to the genotypic value of $A_1A_1$ than it is to the genotypic value of $A_2A_2$.
Genotype $A_1A_1$ $A_1A_2$ $A_2A_2$
Genotypic value 0 0.8 2


For $p = 0.4$

\begin{eqnarray*}
{\bar x} &=& (0.4)^2(0) + 2(0.4)(0.6)(0.8) + (0.6)^2(2) \\
...
...]^2 \\
&&+ (0.6)^2[2 - 2(0.968)]^2 \\
&=& 0.0092 \quad .
\end{eqnarray*}

To test your understanding, it would probably be useful to calculate ${\bar x}$, $\alpha_1$, $\alpha_2$, $V_g$, $V_a$, and $V_d$ for one or two other allele frequencies, say $p = 0.2$ and $p=0.8$. Is it still true that $\alpha_1$ and $\alpha_2$ are independent of allele frequencies? If you are really ambitious you could try to prove that $\alpha_1$ and $\alpha_2$ are independent of allele frequencies if and only if $x_{12} = (x_{11}+x_{12})/2$, i.e., when heterozygotes are exactly intermediate.


next up previous
Next: Bibliography Up: Partitioning the phenotypic variance Previous: An alternative expression for
Kent Holsinger 2008-08-27