3.1 Effect of MRI training (Retrospective Analysis)
The principal goal of this intervention was to empower children and adolescents to manage undergoing MRI without the need for general anesthesia. The term MRI success will be used for MRI performance without general anesthesia. The overall success rate for the total sample of 105 patients was at 74%. The group that received the intervention (n=87) performed significantly better (81% success rate) compared to the group (n=17) that did not receive training (47% success rate; χ² = 9.1, df = 1, p = 0.00). The odds ratio indicates that the chance of successfully managing MRI without anesthesia was almost five times as high in the group that received MRI training compared to the group that did not (OR = 4.92, 95 % CI = 1.64; 14.73, p = .00). Moreover, MRI picture quality was acceptable in the intervention group. See figure 2 for a visual comparison of MRI success rates per group.
3.2 Moderators of MRI success (Retrospective Analysis)
3.2.1 Sociodemographic and medical associations
There was no association between patients’ sex and their probability of MRI success (χ² = 0.78, df = 1, p = .28, OR = 0.66). Age (t= 0.33, df = 47.18, p = .74, Cohen’s d = 0.07) and grade (t= -1.06, df = 33.33, p = .30, Cohen’s d = -0.21) did not differ between patients that managed their scans without general anesthesia and those who required anesthesia. There was no significant association between the type of education and MRI success (χ² = 0.00, df = 1, p = .95, OR = 0.95), i.e., the rate of need for sedation during scans did not vary between children in special education compared to patients in regular schools. Notably, patients’ first language was not associated with MRI success, indicating that non-German native speakers did not have more difficulties compared to German native speakers (χ² = 0.02, df = 1, p = .90, OR = 1.06).
MRI success rates in patients suffering from NF1 (without a brain tumor) were compared with patients suffering from a brain tumor; there was no significant association between the two variables (χ² = 1.84, df = 1, p = .17, OR = 1.9). Furthermore, MRI success rates between different treatment options were categorized into four tiers: observance only, surgery only, surgery and chemo-, radio- or antiangiogenic therapy, chemo-, radio- or antiangiogenic therapy. Subsequent comparison showed no significant association between the treatment arm and MRI success (χ² = 3.62, df = 3, p = .30, Cramér’s V = .19).
However, the onset age of the diagnosed medical condition differed significantly between patients that managed MRI without anesthesia and those that required anesthesia (t= -2.17, df = 56.69, p = .03, Cohen’s d = -0.44). Patients that required anesthesia exhibited a significantly lower mean age (2.21 vs. 3.1 years, respectively) at the onset of their medical conditions.
3.2.2 Neuropsychological and behavioral associations
The successful completion of their MRI scans without requiring general anesthesia could not be explained by IQ (as measured predominantly by Wechsler-tests [40-42]), attention (KiTAP [44]), or concentration (KHV-VK [45]). See table 3 for more detailed information on neuropsychological data. However, memory (VLMT [46] or WET [47]) showed a significant, medium effect size which is visualized in a boxplot in figure 3. Patients that needed anesthesia scored significantly lower in their memory tests (M = 25.91, SD = 22.44) compared to patients that did not need general anesthesia (M = 46.33, SD = 31.12).
Table 3: Neuropsychological differences in MRI success and relationships between MRI success and behavioral variables
|
t (df)
|
p
|
Cohen’s d
|
|
IQ (Wechsler test)
|
0.06 (28.67)
|
.95
|
0.02
|
|
IQ (AID-3)
|
-1.38 (13.67)
|
.19
|
-0.57
|
|
Range of intelligence (AID-3)
|
0.18 (10.36)
|
.86
|
0.08
|
|
Memory (VLMT/WET)
|
-3.03 (38.28)
|
.00*
|
-0.72
|
|
KHV-VK: time
|
0.27 (23.12)
|
.79
|
0.09
|
|
KHV-VK: errors
|
-0.71 (23.34)
|
.48
|
-0.25
|
|
KiTAP: time in distractibility condition
|
0.37 (21.18)
|
.72
|
0.11
|
|
KiTAP: correctness (distractibility condition)
|
-0.10 (13.08)
|
.92
|
-.04
|
|
KiTAP: completeness (distractibility condition)
|
-0.94 (21.06)
|
.36
|
-.29
|
|
SDQ category (normal vs. critical range)
|
χ² (df)
|
p
|
Odds ratio
|
Cramér’s V
|
Overall stress
|
2.57 (1)
|
.11
|
2.37
|
.19
|
Emotional distress
|
0.42 (1)
|
.52
|
1.44
|
.08
|
Behavioral difficulties
|
0.74 (1)
|
.39
|
1.59
|
.10
|
Hyperactivity and attentional difficulties
|
8.31 (1)
|
.00*
|
4.73*
|
.34
|
Difficulties getting along with others
|
0.00 (1)
|
.97
|
1.02
|
.00
|
Kind and helpful behavior
|
1.52 (1)
|
.22
|
2.11
|
.14
|
*) significant at p < 0.05
To test for associations between MRI success and behavioral or emotional symptoms (SDQ) [49], the scores were dichotomized into the categories normal and critical range. The only category that showed a significant association with MRI success was hyperactivity and attentional difficulties. 48 percent of patients that required anesthesia during MRI exhibited high or very high levels of hyperactivity and attentional difficulties whereas only 19 percent of patients that did not require anesthesia exhibited high or very high levels (table 3.).
3.3 Evaluation of patients’ emotional well-being (Prospective Analysis)
While in Study 1 the focus was on the effectiveness of the MRI training program and various variables associated with MRI success, in Study 2 the focus was on patients’ emotional state. Participants were asked to report their current emotional state at five points in time over the course of the intervention by choosing 3 out of 18 emotional displays to best describe their emotional state. The emotional displays were categorized into positive, neutral, and negative emotions. Figure 4. shows the frequency at which patients selected each category over the course of the study. Separate GLMM’s were applied for positive, neutral, and negative emotions. The point of time was included as a fixed-effect variable, while participant ID was included as a random-effect variable to account for the dependent data structure. Negative emotions dropped significantly (beta = -0.41, z = -3.64, p = .00, R2marginal = .12), indicating a reduction of 0.41 in the count of negative emotions reported by participants with every point of measurement over the course of the study. Meanwhile, positive emotions were selected more frequently (beta = 0.27, z = -2.68, p = .00, R2marginal = .14), indicating that participants reported 0.27 positive emotions more with every point of measurement. Neutral emotions showed a moderate decline which did not reach statistical significance (beta = -0.11, z = -1.38, p = .17, R2marginal = .02). In these models, R2marginal signifies the amount of variance explained by change over the course of the intervention.
3.4 Interdisciplinary evaluation (Prospective Analysis)
All categories evaluated by the medical staff exhibited median values above “8” on an visual analog scale (0-10), indicating generally favorable values. “Child secure” exhibited the lowest median as well as the largest variance (M = 8.74, SD = 1.34), with an overall high information level (“child well-informed” M = 9.25, SD = 0.73) The highest medians and the smallest variances were found in the categories concerning the accompanying persons, “Accompanying person well-informed/secure” (M = 9.42/9.42, SD = 0.51/0.52).