“…Current neuroscience-based models (Koob & Volkow, 2016;Yücel et al, 2019) conceptualize SUD as neuroadaptive / neurodevelopmental processes that happen at two different time scales: (1) a recurring cycle of binge/intoxication, withdrawal/negative affect, and preoccupation/anticipation (craving) stages; and (2), a protracted "allostasis" that progressively alters neurotransmitter and stress responses, resulting in neuroplastic changes in brain reward, stress, and executive function systems. Identifying the neurocognitive domains implicated in each stage has considerable potential to help practitioners and clinicians improve their insight into SUD and apply that knowledge to more effectively treat and/or prevent SUD (Ekhtiari et al, 2021;Meredith et al, 2021;Debenham et al, 2020). Additional conceptualizations of SUD have focused on neurodevelopmental processes (Rose et al, 2019;Conrod and Nikolaou, 2016) to highlight the importance of individual differences and contextual factors such as trauma (Laroque et al, 2022), in moderating the above processes in the formation of SUD (Morin et al, 2018;Afzali et al, 2017;.…”