Table 1. Likelihood ratio test between the neighbor-dependent and hybrid models of metabolic evolution.
Pathway map | Neighbor-dependent model | Hybrid model | LH ratio | |||
() | Log LH | () | Log LH | |||
Glycolysis/Gluconeogenesis | (2.6177, 0.4229) | −76.53 | (0.4989, 0.1598, 0.2152) | −63.47 | 26.13 | |
Pentose phosphate pathway | (0.5680, 0.7144) | −60.13 | (0.4762, 0.2953, 0.4259) | −53.42 | 13.41 | |
Lysine degradation | (0.0127, 1.0780) | −59.43 | (0.0063, 0.2926, 0.0159) | −52.40 | 14.05 | |
Histidine metabolism | (0.7669, 0.3895) | −54.22 | (0.1852, 0.1643, 0.1370) | −47.28 | 13.89 | |
Phenylalanine metabolism | (1.1035, 0.6856) | −62.40 | (1.0299, 1.0297, 0.0038) | −49.91 | 24.97 | |
Pyruvate metabolism | (0.1648, 0.5656) | −88.64 | (0.0897, 0.1913, 0.1194) | −81.74 | 13.81 |
The maximum likelihood estimates (MLEs) of the parameter values (: insertion rate, : deletion rate and : neighbor dependence probability), maximum log-likelihoods, likelihood (LH) ratios, and the -values for different pathway maps in P. fluorescens Pf0-1 used in this analysis. The MLEs were obtained using the Gibbs sampler described by Mithani et al. [9] by evolving the networks from P. fluorescens Pf-5 to P. fluorescens Pf0-1. The equilibrium probability of a network was used as the likelihood of observing the network. The low -values for all the pathway maps suggest a better fit for the hybrid model compared to the neighbor-dependent model.