Table 4. Expansion time estimates for geographic sub-populations of Lineages I, II and IV.
tau | Mutation rate | k | generation time | expansion time estimate (ybp) | ||||||
Lineage | u1 | U2 | GT1 | GT2 | u1+GT1 | u1+GT2 | u2+GT1 | u2+GT2 | ||
Lineage I Indian | 3.052 | 2.3 | 4 | 945 | 0.3 | 1 | 21063 | 70209 | 12111 | 40370 |
Lineage I ‘ship rat’ | 2.486 | 2.3 | 4 | 945 | 0.3 | 1 | 17157 | 57189 | 9865 | 32884 |
Lineage II Mainland | 6.766 | 2.3 | 4 | 945 | 0.3 | 1 | 46694 | 155648 | 26849 | 89497 |
Sublineage IIA | 1.956 | 2.3 | 4 | 945 | 0.3 | 1 | 13500 | 45000 | 7762 | 25900 |
Sublineage IIB | 1.857 | 2.3 | 4 | 945 | 0.3 | 1 | 12800 | 42700 | 7369 | 24600 |
Lineage IV Indochina | 6.49 | 2.3 | 4 | 945 | 0.3 | 1 | 44790 | 149298 | 25754 | 85847 |
Estimates of tau ( = expansion time in mutational units) were obtained from coalescent simulations as implemented in DnaSP version 5.10.1 [77]. These were converted into years before present (ybp) with the formula ybp = generation time (GT) multiplied by tau/2uk (where u = mutation rate per site per year and k = sequence length; [83]). We used four different estimates of u (all shown as 10×10−8), drawn from studies of murine rodents in general [98]–[99] or from analysis of the Rattus Division [100], and two values for generation length (0.3 and 1.0, the former being the shortest time to first breeding in Rattus rattus [101] and the latter representing a situation where breeding occurs on a seasonal basis and only once each year). The four values of u are derived as follows: u1 = 3rd codon position substitutions only, estimate based on results from arvicoline and murine rodents [98]; u2 = lower estimate of substitution rate for all positions within the Rattus Division [100], based on origin of the genus Rattus at 3.0 mya (maximum age suggested by murid-wide analysis of two nuclear genes: IRBP and RAG1); u3 = upper estimate of substitution rate for all positions within the Rattus Division [100], based on origin of the genus Rattus at 2.0 mya (minimum age suggested by murid-wide analysis of IRBP and RAG1 genes and fossil record); u4 = estimate of silent divergence rate from comparative analysis of mammalian sequences [99]. The combination of values for each parameter produces eight expansion time estimates for each lineage. The expansion time model u4+GT1, using the most rapid mutation rate (10×10−8 per site per year) and the shortest generation time (0.3 yr), produced values closest to expectation based on archaeological and historical evidence for the time of major dispersal events. The very wide range in estimates of mutation rate reflect intense saturation of the cyt b gene at quite low levels of divergence, even when silent substitutions alone are considered.