“…Individual differences in stress and anxiety responses (Dilleen et al, 2012; Jimenez and Grant, 2017), social dominance (Morgan et al, 2002; Covington and Miczek, 2005), aggressive temperament (McClintick and Grant, 2016), preference for saccharine (Carroll et al, 2002), sensation or novelty seeking (Suto et al, 2001; Nadal et al, 2002; Belin et al, 2011; Flagel et al, 2014), impulsivity (Perry and Carroll, 2008; Verdejo-Garcia et al, 2008; Dalley et al, 2011), and sensitivity to rewards (Belcher et al, 2014) have all been found in both animal models and clinical studies in humans to be associated with addiction vulnerabilities, and in particular with the likelihood to develop and maintain addiction, or to resist to treatment (Piazza et al, 1989; Belin et al, 2016; Everitt and Robbins, 2016). However, investigations into the mechanisms underlying this phenotypic differentiation in addiction has so far revealed few neural or computational candidates, which are found associated with diverse and dissociable behavioral traits.…”