Popadin et al. 10.1073/pnas.0701256104. |
Table 3. Comparison of average molecular traits for small versus large mammals, and the parameters of ordinary linear regressions for transition/transversion ratio k fixed at 3 across all groups
Trait | Average molecular traits | Ordinary linear models | ||||
Small | Large | P * | Intercept | Slope | P | |
Ka/Ks | 0.040 | 0.052 | 0.004 | 0.030 | 0.002 | <0.001 |
polarity-based Kr/Kc | 0.686 | 0.988 | <0.001 | 0.525 | 0.034 | <0.001 |
volume-based Kr/Kc | 0.728 | 1.103 | <0.001 | 0.473 | 0.048 | <0.001 |
polarity-volume-based Kr/Kc | 0.481 | 0.554 | 0.003 | 0.421 | 0.010 | <0.001 |
charge-based Kr/Kc | 0.401 | 0.402 | 0.971 | 0.358 | 0.005 | 0.151 |
Grantham distance | 55.288 | 58.592 | <0.001 | 52.614 | 0.4692 | <0.001 |
All the averages for large mammals are significantly greater than those for small ones, except for charge-based Kr/Kc(t-test). The regressions are all significant and positive, again except for charge-based Kr/Kc. Small and large mammals are defined in the same way as in the main text.
*Comparison of average molecular traits for small versus large mammals.
Table 4. Comparison of average molecular traits for small versus large mammals, and the parameters of ordinary linear regressions for a sub-sample of species with branches of less than one nucleotide substitution per codon (n = 89)
Trait | Average molecular traits | Ordinary linear models | ||||
Small | Large | P * | Intercept | Slope | P | |
Ka/Ks | 0.041 | 0.055 | 0.002 | 0.029 | 0.002 | <0.001 |
Polarity-based Kr/Kc | 0.781 | 1.009 | <0.001 | 0.603 | 0.030 | <0.001 |
Volume-based Kr/Kc | 0.830 | 1.025 | 0.001 | 0.582 | 0.034 | <0.001 |
Polarity-volume-based Kr/Kc | 0.479 | 0.536 | 0.048 | 0.432 | 0.008 | 0.0202 |
Charge-based Kr/Kc | 0.396 | 0.456 | 0.117 | 0.302 | 0.012 | 0.0074 |
Grantham distance | 55.411 | 58.835 | 0.002 | 51.885 | 0.528 | <0.001 |
All the averages for large mammals are greater than for small ones at a 5% significance level except for charge-based Kr/Kc (t-test). The regressions are all significant and positive. Small mammals are those whose body mass ln W < 10.43 and large mammals are those whose body mass ln W > 10.43 where 10.43 is the median for n = 89 species (W in grams).
*Comparison of average molecular traits for small versus large mammals.
SI Text
A Check for Alternative Parameter Estimates.
For each subtree, under either transition / transversion ratio (free or fixed at 3) the PAML's model 1 with a free, branch-specific Ka/Ks yields a significantly higher maximum likelihood value L as compared with the PAML's model 0 with constant Ka/Ks across all branches of that subtree (i.e., 2DlnL is larger than a 5% critical value for a c2 distribution with the number of the degrees of freedom dependent on the subtree in question: P(c2) < 0.0001 throughout except Lagomorpha where P(c2) = 0.0348). Thus, models with free Ka/Ks provide a better fit for all of the analyzed subtrees.
The transition/transversion parameter k found from model 1 with free, branch-specific Ka/Ks is 2.1 for Afrotheria, 10.6 for Artiodactyla, 7.0 for Carnivora, 10.1 for Cetacea, 3.5 for Chiroptera, 2.0 for core insectivores, 1.6 for Rodentia, 4.3 for Lagomorpha, 1.9 for Metatheria, 6.8 for Perissodactyla, and 5.6 for Primates and Dermoptera. The branch-specific values of Ka/Ks and the above estimates of k were used to compute Ka/Ks and Kr/Kc throughout the paper.
To check whether our results are robust with regard to the estimates of k, the basic analyses were repeated with k fixed at 3 across all groups (SI Table 3). The average molecular traits for small versus large mammals, and the parameters of ordinary linear models follow the same pattern as obtained for group-specific k values (see Comparison of Large Versus Small Mammals and Ordinary Linear Models sections in the main text).
A Check for Saturation Effect.
To be sure that the obtained regressions are immune to the presence of long branches, we repeated the basic analyses on a subsample of species with sufficiently short branches whose length was less than one nucleotide substitution per codon (89 species; SI Table 4). The results are found to be qualitatively similar to those for the full sample of 110 species (see Comparison of Large Versus Small Mammals and Ordinary Linear Models sections in the main text).