3.1. Behavioral performance
Behavioral analysis is based on 11 high DTS participants and 11 low DTS participants. Three participants were excluded from the behavioral analysis because they did not make a button press to distractor pictures, and one participant was excluded from the behavioral analysis for making the same button press to both targets and distractors. MANOVA for reaction time with condition (emotion, neutral, target, standard) as a within subjects factor and group (low or high DTS) as a between subjects factor yielded a main effect of condition (Wilks’ Lambda = 0.12; F3,18 = 44.99, P < 0.0001). Post hoc analyses revealed that participants had longer reaction time latencies for the emotional condition than for the other conditions (P’s < 0.001 for all). There was no condition by group interaction (Wilks’ Lambda = 0.84; F3,18 = 1.15, P > 0.3).
For response accuracy, MANOVA revealed a main effect of condition (Wilks’ Lambda = 0.35; F3,18 = 11.2, P < 0.001). Participants were less accurate in making a button response to target stimuli in comparison to emotional, neutral and standard conditions (P < 0.0001 for all) and also less accurate for emotion stimuli than neutral stimuli (P = 0.05). There was a marginal condition by group interaction (Wilks’ Lambda = 0.66; F3,18 = 3.04, P = 0.056) suggesting that high DTS participants were less accurate in detecting targets versus the other picture types relative to low DTS participants.
3.2. fMRI results
3.2.1. Regions of activation for group As expected, random effects group analysis for the emotional condition revealed activation in ventral brain regions including IFG, OFG, vmPFC, and amygdala (see ). Percent signal change extracted from an IFG ROI shows that this region was activated for emotional stimuli, but not for neutral or target stimuli. MANOVA was highly significant for a main effect of condition (Wilks’ Lambda = 0.24; F2,24 = 37.19, P < 0.00001), time point (Wilks’ Lambda = 0.28; F3,23 = 19.43, P < 0.0001) and a condition by time interaction (Wilks’ Lambda = 0.39; F6,20 = 5.15, P < 0.003). Activation was greater for emotion than neutral and target at all time points examined (P < 0.002 for all).
Conversely, the target identification task evoked activity in dorsal regions, including the right middle frontal gyrus (MFG) and other frontoparietal regions. In MFG there was a main effect for condition (Wilks’ Lambda = 0.75; F2,24 = 4.05, P < 0.04) and a condition by time interaction (Wilks’ Lambda = 0.39; F6,20 = 5.20, P < 0.003). Planned comparisons revealed that at 4 seconds, percent signal change was higher for targets than emotional (P < 0.0003) and neutral (P < 0.04) distractors.
3.2.2. Between groups: ventral regions The between-group contrast of emotion > target revealed greater activation in bilateral IFG (414 voxels) in low DTS participants relative to high DTS participants (see ). MANOVA yielded a significant condition by group interaction (Wilks’ Lambda = 0.56; F2,23 = 9, P < 0.002). Planned comparisons revealed that emotional distractors elicited greater signal in the low DTS group than the high DTS group at 2 and 6 seconds (P’s < 0.05). A left anterior temporal lobe and left cerebellar region was also activated although we did not hypothesize a role for these regions prior to the study.
Conversely, the high DTS group showed greater activation in right vmPFC, right peri-amygdala regions, and right OFG. In the vmPFC (132 voxels), MANOVA indicated a significant condition by group interaction (Wilks’ Lambda = 0.7; F2,23 = 5, P < 0.02). Emotional distractors elicited greater signal in the high DTS than low DTS group at all time points (P’s < 0.03). In peri-amygdala regions (110 voxels), MANOVA revealed a significant condition by group interaction (Wilks’ Lambda = 0.57; F2,23 = 8.63, P < 0.003) and a condition by time by group interaction (Wilks’ Lambda = 0.54; F6,19 = 2.71, P < 0.05). Follow up tests showed greater activity for emotional pictures in the high DTS group in comparison to the low DTS group at 6 and 8 seconds (P < 0.02). In OFG (447 voxels), repeated measures MANOVA revealed a significant condition by group interaction (Wilks’ Lambda = 0.66; F2,23 = 5.84, P < 0.01). Follow up tests showed that the high DTS group had greater activation for emotional stimuli than the low DTS group at 4, 6, and 8 seconds (P < 0.03 for all).
3.2.3. Between groups: dorsal regions For attentional targets, we hypothesized that high DTS symptoms would be associated with reduced activity in putative dorsal-attention regions. As expected, the high DTS group showed reduced activity in right MFG and right SMG for the target > emotion contrast. In MFG (731 voxels), repeated measures MANOVA indicated a significant condition by group interaction (Wilks’ Lambda = 0.66; F2,23 = 5.83, P < 0.01). Planned comparisons revealed decreased activation in the high DTS group than the low DTS group in MFG for targets at 4 s (P < 0.03) and 6 s (P < 0.02). The high DTS group, however, had greater activation in this region for emotional stimuli at 4 s (P < 0.007), 6 seconds (P < .004), and 8 seconds (P < 0.04).
In right SMG (296 voxels), MANOVA revealed a significant condition by group interaction (Wilks’ Lambda = 0.55; F2,23 = 9.32, P < 0.002), condition by time by group interaction (Wilks’ Lambda = 0.49; F6,19 = 3.33, P < 0.03) and condition by time interaction (Wilks’ Lambda = 0.42; F6,19 = 4.45, P < 0.007) (). Follow up tests showed that the high DTS group had reduced activation for target stimuli in comparison to the low DTS group at 6 s (P < 0.02), but greater activation for emotional stimuli at 4 s (P < 0.02) and 6 s (P < 0.03). There were no regions for which the high DTS group had greater activation than the low DTS group for target stimuli.
3.2.4. Regression by symptom severity Multiple regression analysis by DTS and BDI scores was performed to examine the relationship between regions of interest and PTSD and depression symptomatology. Based on the between groups IFG ROI contrast, results indicate that the variables entered significantly explained the variation in IFG (F2,23 = 7.52, P < 0.004). However, only the DTS was a significant predictor in the model (t23 = 3.75, P < 0.002). The results suggest that activity in the IFG decreased as PTSD symptom severity increased. Similarly, PTSD symptom severity inversely predicted BOLD signal activity in the MFG (t23 = 3.79, P < 0.002), but again depression symptom severity was not a significant predictor in the model (t23 = 0.79, P > 0.44). This finding is consistent with our hypothesis that greater PTSD symptom severity is related to attenuation of the dorsal-attention network.
In the vmPFC ROI, DTS again was a significant predictor in the model (t23 = 2.75, P < 0.02), whereas BDI was not (t23 = 0.47, P > 0.64). This result indicates a significant positive relationship between vmPFC and PTSD symptom severity but not depression symptom severity.
3.2.5. Anterior cingulate To investigate the putative role of the anterior cingulate in emotion and attention integration, we examined regions of overlap where both emotion and target stimuli evoked greater activation than neutral stimuli in the entire group of participants. Three cingulate regions were activated as shown in , including a rostral ACC region (region 1; 70 voxels), a dorsal ACC region (region 2; 41 voxels), and a posterior ventral region (region 3; 116 voxels). These regions were submitted to ROI analysis and compared across and within the two groups.
A 3-way MANOVA using condition (emotion, target, and neutral) and region (1, 2, and 3) as repeated variables and group (high, low DTS) as the between subjects factor at peak time points yielded a significant condition by region by group interaction (Wilks’ Lambda = 0.65; F4,21 = 2.87, P < 0.05). Follow up tests revealed that in region 2, the high DTS group showed greater activation to emotion distractors than the low DTS group.
The low DTS group showed two patterns of responses across the cingulate regions. In region 1, MANOVA revealed a significant condition by time interaction (F6,66 = 3.6, P < 0.004). Follow up tests showed that emotion and target stimuli evoked greater activation than neutral stimuli at 6 and 8 s, but emotion and target signals were not different from each other. In region 2, differential activation for picture type was not observed. In region 3 MANOVA revealed a significant condition by time interaction (F6,66 = 2.3, P < 0.05). Both target and emotion stimuli evoked greater activation than neutral stimuli at 4, 6, and 8 seconds, but target and emotion did not differ from each other at any time point.
The high DTS group showed three patterns of activation. In region 1, there was a significant condition by time interaction (F6,78 = 2.96, P < 0.02). A graded activation pattern emerged such that target stimuli evoked greater activation than neutral distractors at 4 and 6 s, and in turn emotion distractors evoked greater activation than target stimuli at 6 seconds (P < 0.05). In region 2, the high DTS group again showed a graded activation pattern. MANOVA revealed a significant condition by time interaction (F6,78 = 4.72, P < 0.001). Follow up tests showed that target stimuli evoked greater activation than neutral stimuli at 4, 6, and 8 s, and emotion stimuli evoked greater activation than both target and neutral stimuli at 6 seconds (P < 0.05). In region 3, the high DTS group showed a main effect for condition (F2,26 = 6.07, P < 0.008). Across all time points, emotion stimuli evoked greater activation than neutral stimuli (P < 0.002).
In summary, these results demonstrated that the high DTS group showed greater activation for the emotion distractors in the dorsal ACC, whereas the low DTS group generally showed equivalent activation for emotion and target stimuli.