In: Biology
2. Based on the data below:
a) Plot the percentage of insects versus the natural logarithm of the dose.
b) Convert the data to probit variable, and plot the probit versus the natural logarithm of the dose.
c) Determine the probit constants and the LC50. Please show all calculations.
Dose of rotenone (mg/l) | Number of insects | Number affected (deaths) |
9.1 | 60 | 47 |
7.0 | 73 | 51 |
6.4 | 49 | 32 |
5.3 | 35 | 20 |
4.4 | 54 | 18 |
Dose of rotenone (mg/l) | Log (Dose) | Number of insects | Number of deaths | % of Deaths | Probit |
9.1 | 0.959041392 | 60 | 47 | 78.33333333 | 5.77 |
7 | 0.84509804 | 73 | 51 | 69.8630137 | 5.52 |
6.4 | 0.806179974 | 49 | 32 | 65.30612245 | 5.39 |
5.3 | 0.72427587 | 35 | 20 | 57.14285714 | 5.18 |
4.4 | 0.643452676 | 54 | 18 | 33.33333333 | 4.56 |
(Logarithms and percentages are calculated using Microsoft Excel)
(Percentages can be converted into probit constants using a probit table)
a)
(This plot was made using Microsoft Excel)
b)
(This plot was made using Microsoft Excel)
c) To calculate probit constants and LC50, we need to do Regression Analysis. This also can be done in Microsoft Excel. For regression, y axis is Probit and x axis is logarithm of Dose.
After doing Resgression, we get the following data:
Coefficients | ||
Intercept | 2.381509647 | b |
X Variable 1 | 3.648133944 | a |
In the line , a is the x variable and b is the y intercept.
Therefore the probit constants are:
and
Putting the values in the equation, we get:
To find the LC50, we have to find the probit value for 50% from the table and substitute it to y.
The probit value for 50% = 5
Therefore,