“…Therefore, we explored which combination of these previously reported ion channel changes led to an increase of excitability in the APP/PS1 morphologies. In line with experimental findings, we found several ion channel changes that increased the overall spike rate and burst firing: down-regulation of I AHP (Beck and Yaari, 2008; Zhang et al ., 2014; Wang et al ., 2015a; Niday and Bean, 2021), up-regulation of I Na and persistent I Nap (Williams and Stuart, 1999; Yue et al ., 2005; Beck and Yaari, 2008; Liu et al ., 2015; Wang et al ., 2016; Ghatak et al ., 2019) and up-regulation of T-type calcium current I CaT (Yaari et al ., 2007; Beck and Yaari, 2008; Cain and Snutch, 2013; Medlock et al ., 2018; Garg et al ., 2021). Our simulations showed that, although ion channel modifications alone led to an increased firing of especially bursts ( Supplementary Figure S4C , Middle panel ), they did not reproduce quantitatively the output mode transition from single spiking to predominantly burst firing as reported in figure 1B of (Šišková et al ., 2014).…”