“…Another challenge is that both enhancers and silencers often respond to the same TFs (Alexandre and Vincent, 2003;Iype et al, 2004;Liu et al, 2014;Martínez-Montañés et al, 2013;Peng et al, 2005;Stampfel et al, 2015;White et al, 2016). Many TF-bound sequences act as silencers (Clyde et al, 2003;Doni Jayavelu et al, 2020;Gisselbrecht et al, 2020;Grossman et al, 2017;Kwasnieski et al, 2014;Truskina et al, 2020;White et al, 2013), but predictions of cis-regulatory sequences based on TF binding or chromatin state often do not make a distinction between these two classes of sequence. Since enhancers in one cell type are often silencers in other cell types (Barolo and Posakony, 2002;Clyde et al, 2003;Gisselbrecht et al, 2020;Junion et al, 2012;Parker et al, 2011;Rachmin et al, 2015;Swanson et al, 2010), enhancers and silencers likely share similar sequence features.…”