Research Article

Skew-Laplace and Cell-Size Distribution in Microbial Axenic Cultures: Statistical Assessment and Biological Interpretation

Table 2

Evolution along the incubation time of the 𝜇 , 𝛼 , 𝛽 , and N crit resulting from the skew-Laplace fit of FS, SS, and Multisizer values (only three microorganisms from Table 1).

FS
6 h 20 h 36 h

Escherichia coli 𝜇 = 5 7 5 𝜇 = 5 8 0 𝜇 = 5 7 6
𝛼 = 0 . 0 2 3 𝛼 = 0 . 0 2 5 𝛼 = 0 . 0 1 1
𝛽 = 0 . 0 2 2 𝛽 = 0 . 0 2 8 𝛽 = 0 . 0 2 4
𝑁 c r i t = 2 4 5 𝑁 c r i t = 5 4 1 𝑁 c r i t = 1 8 9 9

Staphylococcus aureus 𝜇 = 5 6 5 𝜇 = 5 7 5 𝜇 = 5 2 1
𝛼 = 0 . 0 0 6 𝛼 = 0 . 0 0 9 𝛼 = 0 . 0 1 0
𝛽 = 0 . 0 1 7 𝛽 = 0 . 0 1 8 𝛽 = 0 . 0 1 3
𝑁 c r i t = 2 4 9 𝑁 c r i t = 1 7 2 4 𝑁 c r i t = 6 9 1

Bacillus subtilis 𝜇 = 5 9 2 𝜇 = 4 7 2 𝜇 = 4 9 7
𝛼 = 0 . 0 0 8 𝛼 = 0 . 0 5 4 𝛼 = 0 . 0 3 2
𝛽 = 0 . 0 2 3 𝛽 = 0 . 0 1 2 𝛽 = 0 . 0 1 0
𝑁 c r i t = 6 1 5 𝑁 c r i t = 2 2 3 𝑁 c r i t = 1 1 4

SS
6 h 20 h 36 h

Escherichia coli 𝜇 = 4 3 2 𝜇 = 4 3 8 𝜇 = 4 2 7
𝛼 = 0 . 0 7 1 𝛼 = 0 . 0 5 6 𝛼 = 0 . 1 0 3
𝛽 = 0 . 0 2 4 𝛽 = 0 . 0 2 4 𝛽 = 0 . 0 1 1
𝑁 c r i t = 2 0 1 𝑁 c r i t = 2 4 2 𝑁 c r i t = 2 7 8

Staphylococcus aureus 𝜇 = 4 2 4 𝜇 = 4 2 4 𝜇 = 4 2 8
𝛼 = 0 . 1 3 4 𝛼 = 0 . 1 3 3 𝛼 = 0 . 1 2 9
𝛽 = 0 . 0 0 9 𝛽 = 0 . 0 1 1 𝛽 = 0 . 0 1 3
𝑁 c r i t = 1 0 8 2 𝑁 c r i t = 2 0 4 3 𝑁 c r i t = 1 7 5 3

Bacillus subtilis 𝜇 = 4 2 7 𝜇 = 4 4 4 𝜇 = 4 3 4
𝛼 = 0 . 1 6 8 𝛼 = 0 . 1 1 9 𝛼 = 0 . 1 4 5
𝛽 = 0 . 0 1 6 𝛽 = 0 . 0 2 6 𝛽 = 0 . 0 2 7
𝑁 c r i t = 2 4 6 𝑁 c r i t = 2 8 0 𝑁 c r i t = 2 3 0 5

Multisizer
6 h 20 h 36 h

Escherichia coli 𝜇 = 1 . 0 4 6 microns 𝜇 = 1 . 0 1 7 microns 𝜇 = 1 . 0 6 0 microns
𝛼 = 9 . 5 3 7 𝛼 = 1 0 . 0 9 3 𝛼 = 8 . 8 0 6
𝛽 = 6 . 4 6 1 𝛽 = 5 . 4 8 0 𝛽 = 5 . 8 6 6
𝑁 c r i t = 4 2 3 𝑁 c r i t = 3 3 8 𝑁 c r i t = 4 2 0

Staphylococcus aureus 𝜇 = 0 . 9 7 6 microns 𝜇 = 0 . 8 1 5 microns 𝜇 = 0 . 7 5 0 microns
𝛼 = 9 . 9 0 𝛼 = 1 8 . 8 8 4 𝛼 = 1 0 . 8 5 4
𝛽 = 2 . 9 6 8 𝛽 = 2 . 6 6 4 𝛽 = 3 . 4 1 0
𝑁 c r i t = 3 6 1 𝑁 c r i t = 1 6 3 𝑁 c r i t = 1 3 5

Bacillus subtilis 𝜇 = 0 . 9 1 0 microns 𝜇 = 1 . 2 0 4 microns 𝜇 = 0 . 8 9 8 microns
𝛼 = 1 0 . 2 0 0 𝛼 = 1 1 . 0 5 0 𝛼 = 1 0 . 7 3 3
𝛽 = 2 . 4 1 0 𝛽 = 2 . 1 5 1 𝛽 = 2 . 4 2 2
𝑁 c r i t = 9 3 𝑁 c r i t = 1 4 6 𝑁 c r i t = 3 4 8

The parameter 𝜇 of the skew-Laplace distribution should not be confused with the growth rate also represented by 𝜇 .