“…Our CR model and fitting procedure can also be used to aid the parametrization of other models such as Lotka-Volterra models ( Figure 4—figure supplements 1 – 5 ), comparisons among which can reveal the model details that are required to recapitulate experimental data. In the future, more detailed hypotheses can be generated by investigating how time series statistics are affected by modifications to baseline CR dynamics, such as the incorporation of metabolic cross-feeding ( Goldford et al, 2018 ; Li et al, 2020 ) or physical interactions such as type VI killing ( Verster et al, 2017 ), functional differentiation from genomic analysis ( Arkin et al, 2018 ; Machado et al, 2021 ; Pollak et al, 2021 ), and physical variables such as pH ( Aranda-Díaz et al, 2020 ; Ratzke and Gore, 2018 ), temperature ( Lax et al, 2020 ), and osmolality ( Cesar et al, 2020 ). In addition, recent studies have shown that evolution can substantially affect the dynamics of human gut microbiotas ( Garud et al, 2019 ; Yaffe and Relman, 2020 ; Zhao et al, 2019 ).…”