“…Since then, other brain mapping studies utilized structural equation modeling to analyze functional neural networks related to behavior in both animals and humans (McIntosh and Gonzalez-Lima, 1992, McIntosh and Gonzalez-Lima, 1993, Buchel and Friston, 1997, Seminowicz et al, 2004, Grady et al, 2005, Horwitz et al, 2005 validating the combined use of functional brain mapping and anatomically based structural equation modeling as an analytical tool for advancing our understanding of brain-behavior relations at the systems level. In the present study, brain regions of interest were defined based on previous findings (Davis et al, 1982, Ledoux et al, 1984, Quirk et al, 2000, Maren, 2001, Davis, 2002, Quirk et al, 2003, Maren and Quirk, 2004, Pare et al, 2004, Phelps et al, 2004, Maren, 2005, Quirk et al, 2006, Straube et al, 2006, and, in particular, structural equation modeling nodes (ROIs) were selected based on the cortical and hippocampal circuitry model of fear extinction proposed by Maren (2005). Maren's model (Fig.…”