“…A key reason for the use of microbes in biotech and research is their short generation time, and ALE allows for rapid improvement of this desirable trait. ALE has been applied to optimize the growth rate of various industrially relevant microbial species (Hong et al, 2011;LaCroix et al, 2014;Pfeifer et al, 2017;Yu et al, 2013), to ameliorate growth defects in engineered strains (Aguilar et al, 2018;Carroll and Marx, 2013;Radek et al, 2017;Thyer et al, 2018;Zelle et al, 2011), or to study how and why growth rate changes over the course of evolution (Barrick et al, 2009;Ferea et al, 1999;Lenski et al, 2015Lenski et al, , 1998Lenski et al, , 1991Lenski and Travisano, 1994;Weikert et al, 1997;Wong and Liao, 2009). ALE can significantly increase a strain's growth rate, even in frequently used culturing environments for which one might expect growth to already be close to optimal.…”