3. Results
Descriptive and parametric statistics were calculated using SPSS-version 15. When the distribution of pooled data scores did not respect the assumptions of normality, score transformations (square roots or logarithms) were performed. Questionnaires with over 10% missing data were excluded from analyses. Missing data was replaced with the mean substitution method.
3.1. Primary and Secondary Psychological Diagnoses
The proportion of participants suffering from a PTSD diagnosis specified as moderate and severe (as assessed by the SCID-I) was greater in the PTSD group (64%) than in the mTBI/PTSD group (17%). Furthermore, 32% of participants in the PTSD group reported severe PTSD diagnosis, while none did in the mTBI/PTSD group. In the latter group, the majority of participants presented mild and moderate PTSD diagnosis (33%). Also, participants presented sub-clinical symptoms (33%) or partial PTSD (17%) in the mTBI group. In contrast, only 4% of participants in the PTSD group presented sub-clinical at the time of the evaluation. Based on Mylle and Maes [
15] recommendations, the “sub-clinical” PTSD category includes the cases which did not reach the number of symptoms required for criterion C (avoidance) or D (neurovegetative hyperactivity), although at least one symptom of every criterion was present. The second category indicated by the term “partial” PTSD refers to the cases where one or another of the criteria is missing (intrusion and hyper-awakening) in spite of the significant presence of the F criterion.
Results on the SCID revealed that the PTSD group presented more secondary diagnoses than did the mTBI group. Secondary diagnoses reported by participants in the PTSD group included mood and anxiety disorders (panic disorder; social or specific phobias). In the mTBI/PTSD group, two participants presented current symptoms of depression and two others were in remission. One participant reported a current anxiety disorder in this group. In comparison, in the mTBI group, three participants with depression in remission, one participant with dysthymia, and two participants with remitted panic or generalized anxiety disorder were identified.
3.2. Control and Clinical Variables
Significant differences in group means on control and clinical variables are reported in
Table 1.
Table 1.
Summary of Control and Clinical Variables.
Table 1.
Summary of Control and Clinical Variables.
Sociodemograp Variables | PTSD (n = 25) | mTBI (n = 19) | mTBI/PTSD (n = 6) | Controls (n = 25) | F (df) | Part η2 |
---|
Age | M (SD) 38.5 (12.4) | M (SD) 40.3 (14.7) | M (SD) 33.3 (15.9) | M (SD) 38.9 (12.6) | | ns |
Female a Education | 19/25 (76%) 14.8 (3.1) | 9/19 (47.4%) 13.4 (3.9) | 2/6 (33.3%) 12.8 (3.1) | 19/25 (76%) 15.4 (2.6) | | ns |
Elapsed time (in months) | 48.5 (41.8) (range 2–146) | 30.7 (31.6) (3–98) | 9.0 (2.9) (4–11) | N/A | F (2, 47) 3.44 * | 0.13 |
Clinical | M (SD) | M (SD) | M (SD) | M (SD) | F (3, 65) | |
Beck-II | 29.8 b (13.0) | 11.6 d (11.4) | 23.8 b (10.6) | 4.8 b (5.0) | 25.81 ** | 0.54 |
STAI State | 54.0 c (11.0) | 37.6 c (12.9) | 43.3 (7.8) | 29.3 (6.3) | F (3, 67) 25.65 ** | 0.53 |
Trait | 59.5 c (10.2) | 41.1 c (14.3) | 55.8 (8.6) | 32.6 (10.4) | 25.18 ** | 0.53 |
Significant differences between groups were observed for ratio of female to male participants. The mTBI/PTSD group had significantly less time elapsed since the trauma than the PTSD group. Post-hoc analyses revealed that the individuals in the PTSD and mTBI/PTSD groups were significantly more depressed and anxious than the individuals in the control group and the mTBI group. The PTSD group differed significantly from the mTBI group on anxiety dimensions, while no differences in anxiety, or in measures of mood disorder, were found between the mTBI group and the controls.
3.3. Neuropsychological Test Results
Table 2 presents the main results of the ANOVAs for each group on each of the neuropsychological test administered. Only the significant between-group results are described in greater detail.
Table 2.
Summary of Clinical Group Results on all Neuropsychological Tasks.
Table 2.
Summary of Clinical Group Results on all Neuropsychological Tasks.
Tasks | PTSD (n = 25) | mTBI (n = 19) | mTBI/PTSD (n = 6) |
---|
Attention | | | |
Span | Normal | Normal | Normal |
Cancellation | Normal | Normal | Normal |
Brown-Peterson | Normal | Normal | Normal |
Stroop | | | |
Speed | Deficit 1 | Deficit 2 | Deficit 3 |
Errors | Deficit 1 | Normal | Deficit 4 |
Digit Symbol | Deficit | Deficit | Normal |
Long-term Memory | | | |
Visual (Rey Figure) | Normal | Normal | Normal |
Verbal (CVLT-II) | Normal | Normal | Deficit 5 |
Executive Functions | | | |
Verbal Fluency | Deficit 6 | Deficit 7 | Normal |
Tower of London | Normal | Normal | Normal |
3.4. Stroop Task
The conditions in which a major group effect was observed are identified in
Table 3.
Analysis of variance revealed a significant group effect on the Stroop task. Post-hoc analyses demonstrated that the three clinical groups were significantly slower than the control group on the basic color naming condition (Colour). The PTSD and mTBI/PTSD groups were also slower than the control group on the reading condition (Name). On Interference and Flexibility conditions, the PTSD group response times were significantly slower than those observed in the control group; the mTBI and mTBI/PTSD groups did not demonstrate significantly greater susceptibility to distraction than did the control group.
Table 3.
Completion Time in Seconds on Stroop Task (Raw Scores).
Table 3.
Completion Time in Seconds on Stroop Task (Raw Scores).
| Means and Standard Deviations for Each Condition | | |
---|
| PTSD | mTBI | mTBI/PTSD | Control | | |
---|
Condition | M (SD) | M (SD) | M (SD) | M (SD) | F a (3, 74) | Part. η2 |
Name | 49.5 (8.3) | 46.5 (11.9) | 50.8 (5.3) | 39.7 (5.2) | 8.18 ** | 0.26 |
Colour | 74.0 (14.5) | 66.4 (12.4) | 73.8 (11.7) | 55.4 (8.5) | 12.61 ** | 0.35 |
Interference | 135.4 (47.2) | 114.5 (25.1) | 120.0 (16.1) | 102.6 (47.6) | 4.96 * | 0.17 |
Flexibility | 150.3 (59.5) | 128.1 (25.8) | 128.8 (16.6) | 106.2 (21.0) | 8.20 ** | 0.26 |
An analysis of variance on the transformed (as per Bohnen, Twijnstra [
13]) response time scores was conducted to determine whether the slowness observed in the PTSD group on the
Interference and
Flexibility conditions was attributable to the participants’ observed slowness in the basic conditions. This calculation weighed the participants’ response times on the
Interference and
Flexibility conditions as a function of their response times on the
Name and
Colour baseline conditions. The results confirm that the significant differences observed between the PTSD group and the control group in the
Interference (F (1, 48) = 4.57,
p<0.05, η
2 = 0.09) and
Flexibility (F (1, 48) = 11.14,
p<0.05, η
2 = 0.19) conditions were maintained when participants’ response times were weighed based on their respective base levels.
A descriptive analysis of the total errors and the most frequently committed errors observed in each group was conducted to determine whether slower execution time was partially a function of number of errors. Types of error include corrected errors (participant self-corrects immediately, increasing his or her total time) and uncorrected errors (participant does not notice the error).
Total errors. The results revealed that 16% of participants in the control and mTBI groups made more than eight errors in total, while over 52% and 50% of participants in the PTSD and mTBI/PTSD groups, respectively, committed as many errors.
Corrected errors. Sixty percent of participants in the PTSD group and 50% of participants in the mTBI/PTSD groups committed 6–14 corrected errors; the proportion of participants in the mTBI and in the control groups committed 6–14 errors were 16% and 24%, respectively. Further, corrected errors occurred most frequently in the Interference conditions. The proportion of PTSD and mTBI/PTSD group participants who committed 6–14 corrected errors in the combined Interference and Flexibility conditions were 40% and 33%, respectively; in contrast, the proportions in the mTBI and control groups were 10% and 4%, respectively.
Uncorrected errors. The mTBI/PTSD group had the highest proportion (33%) of participants who made more than 5 uncorrected errors. The proportions in the PTSD, mTBI, and control groups were 12%, 10.6%, and 4%, respectively.
3.5. Digit Symbol Task
Significant slowing was observed in the clinical groups on the visuographic task ((F(3, 74) = 4.56, p < 0.05, η2 = 0.16)). Post-hoc analyses confirmed significant differences in means between the PTSD group (M = 68.9, SD = 13.5), the mTBI group (M = 68.7, SD = 18.9), and the control group (M = 81.6, SD = 12.6).
3.6. California Verbal Learning Test
Results on the various recall conditions of the
CVLT verbal learning test are reported in
Table 4.
Table 4.
Results on California Verbal Learning Task (CVLT-II).
Table 4.
Results on California Verbal Learning Task (CVLT-II).
Groups Var. | PTSD M (SD) | mTBI M (SD) | mTBI/PTSD M (SD) | Control M (SD) | F (3, 74) | Part η2 |
---|
Total 1–5 (A) | 59.6 (10.2) | 55.4 (13.4) | 50.0 (17.0) | 62.2 (11.0) | 2.33 | 0.09 |
Imm. FR (B) | 7.8 (2.6) | 6.4 (2.7) | 5.3 (2.0) | 7.9 (2.4) | 2.79 a | 0.11 |
Imm. FR (A) | 12.4 (2.9) | 11.8 (3.9) | 10.5 (6.2) | 13.4 (2.8) | 1.42 | 0.06 |
Imm. CR (A) | 13.1 (2.4) | 12.5 (3.5) | 11.0 (5.0) | 14.1 (2.5) | 2.08 | 0.08 |
Diff. FR (A) | 12.7 (3.1) | 12.3 (3.7) | 9.3 * (5.4) | 14.0 (2.9) | 3.15 * | 0.12 |
Diff. CR (A) | 13.1 (2.7) | 12.9 (3.3) | 10.5 * (5.0) | 14.4 (2.2) | 3.23 * | 0.12 |
Pro. Interfer. | −0.64 (2.1) | −0.94 (3.1) | −0.67 (1.4) | −0.64 (2.0) | 0.07 | 0.00 |
Retro Interfer. | 1.7 (1.9) | 0.72 (2.5) | 1.7 (3.1) | 1.2 (1.4) | 0.87 | 0.04 |
Recognition | 14.8 (1.4) | 14.6 (2.0) | 12.8 * (3.5) | 15.4 (1.0) | 3.82 * | 0.14 |
Significant main effects in group were found for the following conditions: Immediate free recall of list B, Delayed free/cued recall, and Recognition of list A. Post-hoc analyses revealed that only the mTBI/PTSD group had significantly weaker means than the control group, and only in the Delayed recall conditions (i.e., Free recall, Cued recall, and Recognition).
3.7. Verbal Fluency Task
The main effects of group and the mean scores on the
Verbal Fluency test are reported in
Table 5.
Table 5.
Verbal Fluency Task Scores.
Table 5.
Verbal Fluency Task Scores.
| Means and Standard Deviations for Each Condition |
---|
Groups | PTSD | mTBI | mTBI/PTSD | Control | | |
Condit. | M (SD) | M (SD) | M (SD) | M (SD) | F (3, 74) | Part. η2 |
Letters | 29.3 (7.5) | 35.0 (9.5) | 31.8(9.9) | 43.6 (9.9) | 10.82 * | 0.31 |
Category | 37.4 (6.8) | 39.5 (8.1) | 39.5 (7.6) | 45.9 (8.7) | 5.26 * | 0.18 |
Alternation | 12.1 (3.4) | 13.8 (3.9) | 10.9 (5.4) | 14.2 (3.6) | 2.23 | 0.09 |
The results on the measure of verbal fluidity indicated a more marked slowing in evocation mechanisms for verbal long-term memory in the PTSD group, in both the lexical and categorical recall conditions. In the mTBI group, slowing was limited to the lexical evocation task, which requires greater attentional control.
4. Discussion
At first glance, the results seem to confirm the present study’s first hypothesis, in that greater cognitive deficits were observed in the PTSD and mTBI/PTSD groups than in the control group. The results suggest that the PTSD group had significantly greater deficits on some measures of divided attention and attentional interference than did the mTBI group. However, this finding is mitigated by the significant comorbidity with depressive and anxious symptoms observed in the PTSD group; the presence of comorbid symptoms limits the plausibility of the unique contribution of PTSD to the results. Therefore, the first two hypotheses are only partially confirmed.
The third hypothesis seems to be confirmed, at least partially, by the findings; only the mTBI/PTSD group presented problems with verbal long-term memory, distractibility and divided attention. Like the PTSD group, the mTBI/PTSD group committed more corrected errors than the mTBI group on the attentional inhibition test, particularly in the context of attentional interference. However, participants in the mTBI/PTSD group presented only mild to sub-clinical PTSD symptoms in the majority of cases; therefore, the presence of PTSD cannot entirely explain the more severe verbal long term memory problems observed in the mTBI/PTSD group than in the PTSD group. The participants in the PTSD group presented moderate to severe symptoms of post-traumatic stress in the majority of cases, but did not present deficits in long-term memory. Furthermore, given that the intensity of depressive and anxious symptoms was comparable between the mTBI/PTSD and PTSD groups, comorbidity alone cannot account for the more marked deficits in long-term memory observed in the former group. Therefore, how can we explain that the verbal long-term memory deficit is observed in the comorbid PTSD and mTBI group but not in the other two clinical groups?
One reasonable explanation for the results obtained is as follows: the combination of PTSD symptoms, significant anxiety, and depression symptoms contributes to deficits in divided attention, deficits in categorical and lexical fluidity, and greater distractibility, without creating problems related to long-term memory. It appears that when an mTBI is “added” to PTSD (even mild PTSD) with significant comorbid depression and anxiety, an interaction effect occurs between the mTBI and the combined psychological conditions (PTSD, depression, and anxiety), exacerbating cognitive problems to the point of affecting long-term memory, rather than affecting attention only. This explanation contradicts the hypothesis of a “cumulative effect” of the respective impacts of mTBI and PTSD, suggested by Vanderploeg, Belanger [
5]. The interaction effect is further supported by the fact that the participants in the mTBI group, who did not present trauma symptoms or comorbid depression or anxiety, also presented no difficulties with verbal learning, despite neurological diagnostic criteria equivalent to that of the mTBI/PTSD group. Neurophysiologically, we could hypothesize that subtle neurological or functional deficits attributable to mTBI create a “disinhibition” effect in fronto-temporal regulation mechanisms [
16,
17,
18,
19]. This could result in greater difficulty in regulation of PTSD symptoms in individuals with mTBI because attentional resources are still limited [
18,
20]. This hypothesis could account for the greater disturbances in attention and memory processes observed in the sample mTBI/PTSD than in the sample with mTBI without psychological comorbidity. In sum, the negative interaction between neurophysiological and/or functional effects of mTBI and psychological comorbidity may produce a multiplicative rather than additive negative effect on cognitive performance.
An alternative explanation for the results obtained may be the shorter period of elapsed time since the trauma in the mTBI/PTSD group (9 months) than in the PTSD group (48.5 months). This difference may account for the more severe cognitive problems observed in the former group. In fact, it is theoretically possible that the individuals in the mTBI/PTSD group were still in a state of neurological recovery at the time of the study, or still reacting to the sequelae of mTBI, resulting in more significant psychological distress than that observed in the individuals in the mTBI group. Future studies with larger samples of participants with dual diagnoses will help determine the relevance of the amount of elapsed time since the trauma.
The clinical data obtained in the present study seems to suggest that a diagnosis of PTSD, with or without concomitant mTBI, is associated with increased comorbid anxious and depressive symptoms. The differences between groups in the intensity of trauma symptoms constitutes another interesting result; moderate to severe trauma symptoms were observed in the PTSD group, whereas the symptoms observed in the mTBI/PTSD group were mild to subclinical. The results also demonstrate the need to develop diagnostic tools for clinical populations which present both post-traumatic symptoms and symptoms of neuropsychological conditions such as mTBI simultaneously [
21]; such instruments would improve differential diagnosis. The fact that 50%–60% of participants recruited in the PTSD and mTBI groups were excluded from the study confirms the need to control for comorbidity and sociodemographic factors in these populations in order to avoid reports of cognitive deficits attributable to conditions other than PTSD and mTBI.
The results obtained in the PTSD group are consistent with the results of Isaac
et al.’s [
1] literature review of studies of PTSD populations. In particular, we found an absence of deficits on measures of attention that used more proceduralized mechanisms (e.g.,
Span tasks, Letter/Symbol cancellation), in comparison to more complex and challenging tests that demand greater attentional resources (e.g.,
Stroop, Symbol Digit). The results of the present study are also congruent with those reported by Nelson, Yoash-Gantz [
6] in a study of individuals with comorbid PTSD and mTBI. However, the significant depressive and anxious comorbidity reported by individuals in the PTSD group in the present study may have contributed to the observed cognitive difficulties. The specific contribution of PTSD to attentional deficits and problems in delayed verbal recall in some groups of PTSD cannot be definitely confirmed.
In their meta-analysis of significant neuropsychological sequelae in mTBI populations, Belanger, Curtiss [
3] concluded that sequelae from mTBI were generally observed in clinical samples rather than in population-based samples, and were limited to the acute medical phase (less than three months post-event).
The authors found that neuropsychological sequelae primarily affected verbal fluidity and delayed verbal recall. Given that post-concussive and post-traumatic symptoms in the mTBI/PTSD group in the present study were chronic rather than acute, the similarity between Bélanger
et al.’s [
3] results and the results of the dual diagnosis group in the present study are surprising. This finding raises the question of control over comorbid factors, and the impact that such control or lack thereof may have had on the results of several studies described by Bélanger and colleagues. Finally, the authors mentioned that some of the results in the mTBI samples included in the review may have been attributable to psychological factors; however, meta-analysis methods did not control these variables [
22,
23].
One of the primary methodological limitations of the present study was the number of participants; the limited sample size prevents generalization of the results. Another limitation was the clinical nature of the samples; individuals in clinical samples had either been treated or were seeking treatment at the time of recruitment, and were not representative of general (non-clinical) populations of individuals with PTSD and mTBI. The use of clinical questionnaires that had not been validated with all the populations recruited in this study further highlights the need to develop sensitive and specific instruments for PTSD and mTBI populations.
The results of the present study have several clinical implications. First, concerning the diagnosis, the results confirmed the importance of using structured interviews rather than self-report questionnaires to diagnose PTSD in mTBI populations. Given the overlap in symptoms between mTBI and PTSD, as well as the tangling of symptoms in the case of a comorbid PTSD and mTBI, the use of this questionnaire as a diagnostic tool poses the risk of false-positive diagnoses of PTSD in mTBI populations [
24]. Second, the results allow us to identify several neuropsychological characteristics specific to each clinical group. Neuropsychological profiling is an interesting avenue for future research and will allow clinicians to look beyond the common symptoms between the conditions and to identify the specific cognitive and behavioral problems of each population. Such profiling may be particularly relevant for differential diagnosis.