“…Thus, future studies using neuroimaging measures may also benefit from application of multiverse analysis to investigate the impact of methodological heterogeneity on clinical fear learning findings. Finally, although our study focuses on the conventional DSM‐based diagnosis of PTSD, PTSD is clinically and biologically heterogeneous (Galatzer‐Levy et al, 2017; Lewis et al, 2020; Liberzon, 2018). Thus, fear extinction retention deficits may exist in only a yet to be confirmed subset of PTSD patients (Liberzon, 2018; Lonsdorf & Merz, 2017), and we recommend that future studies apply multiverse analysis to the exploration of fear extinction retention in theory‐based (e.g., hypo versus hyper reactive (Lang et al, 2016)) or statistically‐derived (Galatzer‐Levy et al, 2017; Lewis et al, 2021) PTSD subgroups.…”