“…The ability to distinguish and quantify the different modes of regulation (stabilization and acceleration) and characterize TFs based on them is important for developing general theories of regulation that include multiple TFs that act on different kinetic steps of the transcription process ( Scholes et al, 2017 ; Martinez-Corral et al, 2020 ; Wong and Gunawardena, 2020 ); predictions for the combined regulatory effect of two stabilizing TFs should be different than predictions for a stabilizing TF acting together with an accelerating TF ( Scholes et al, 2017 ). With each characterized TF, we can develop an empirical baseline or null hypothesis for what a TF should do on a gene; departures from this expectation, because of emergence of complex regulatory phenomenon brought about by TF-TF interactions ( Weingarten-Gabbay and Segal, 2014 ), allosteric interactions ( Rosenblum et al, 2020 ; Kim et al, 2013 ), or other effects indicate surprises that warrant testing in these expanded models.…”