| Literature DB >> 30167085 |
Marion Rapp1, Stephanie Schipmann2, Dorothee Wiewrodt2, Michael Sabel1, Kira Hoffmann1, Rainer Wiewrodt3, Hans-Jakob Steiger1, Marcel Kamp1, Walter Stummer2.
Abstract
BACKGROUND: Cerebral tumors are associated with high rates of anxiety, depression and reduced health related quality of life. Nevertheless psychooncological screening instruments are neither implemented nor well defined in the daily routine of neurosurgical departments. Therefore, we tried (1) to identify a suitable screening algorithm for neurosurgical patients, (2) to define clinical risk factors for increased distress and (3) to analyze the optimal screening time point.Entities:
Keywords: algorithm; brain surgery; distress; psychooncology; screening
Year: 2018 PMID: 30167085 PMCID: PMC6114967 DOI: 10.18632/oncotarget.25833
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Patients’ characterization- clinical and demographic data
| All patients (n= 472) n (%) | Group A (n= 244) n (%)* | Group B (n= 228) n (%)* | p-value | |
|---|---|---|---|---|
| | 221 (46.8) | 136 (55.7) | 85 (37.3) | |
| | 251 (53.2) | 108 (44.3) | 143 (62.7) | |
| 55.85 | 58.18 | 53.35 | ||
| | 20-90 | 25-85 | 20-90 | |
| | 48 (19.7) | 48 (19.7) | ||
| | 110 (45.1) | 110 (45.1) | ||
| | 67 (27.5) | 67 (27.5) | ||
| | 19 (7.7) | 19 (7.7) | ||
| | 108 (47.4) | 108 (47.4) | ||
| | 41 (18.0) | 41 (18.0) | ||
| | 37 (16.2) | 37 (16.2) | ||
| | 42 (18.4) | 42 (18.4) | ||
| | 417 (88.3) | 196 (80.3) | 221 (96.9) | |
| | 43 (9.1) | 36 (14.8) | 7 (3.1) | |
| | 8 (1.7) | 8 (3.3) | - | |
| | 4 (0.8) | 4 (1.6) | - | |
| 0.169 | ||||
| | 360 (76.3) | 191 (78.3) | 169 (74.1) | |
| | 104 (22.0) | 49 (20.1) | 55 (24.1) | |
| | 8 (1.7) | 4 (1.6) | 4 (1.8) | |
| 0.349 | ||||
| | 332 (70.3) | 169 (69.3) | 163 (71.5) | |
| | 131 (27.8) | 70 (28.7) | 61 (26.8) | |
| | 9 (1.9) | 5 (2.0) | 4 (1.8) | |
| | 87 (18.4) | 30 (12.3) | 57 (25.0) | |
| | 145 (30.7) | 74 (30.3) | 71 (31.1) | |
| | 182 (38.6) | 116 (47.5) | 66 (28.9) | |
| | 20 (4.2) | 7 (2.9) | 13 (5.7) | |
| | 17 (3.6) | 10 (4.1) | 7 (3.1) | |
| | 21 (4.4) | 7 (2.9) | 14 (6.1) | |
| | 128 (27.1) | 83 (34.0) | 45 (19.7) | |
| | 304 (64.4) | 134 (54.9) | 170 (74.6) | |
| | 40 (8.5) | 27 (11.1) | 13 (5.7) | |
| 0.350 | ||||
| | 90 (19.1) | 49 (20.1) | 41 (18.0) | |
| | 371 (78.6) | 191 (78.3) | 180 (78.9) | |
| | 11 (2.3) | 4 (1.6) | 7 (3.1) | |
| | 117 (24.8) | 47 (19.3) | 70 (30.7) | |
| | 325 (68.9) | 190 (77.9) | 135 (59.2) | |
| | 30 (6.4) | 7 (2.9) | 23 (10.1) | |
| 0.612 | ||||
| | 213 (45.1) | 102 (41.8) | 111 (48.7) | |
| | 150 (31.8) | 81 (33.2) | 69 (30.3) | |
| | 36 (7.6) | 20 (8.2) | 16 (7.0) | |
| | 48 (10.2) | 23 (9.4) | 25 (11.0) | |
| | 25 (5.3) | 18 (7.4) | 7 (3.1) |
Group A = malignant lesions, Group B = benign lesions. Univariate analysis was performed in order to determine differences between both groups. NR=not reported, *percent of non missing values.
Increased distress assessed by the different screening instruments
| HADS-D a ≥11 (n=458) n (%) | p d | HADS-A a ≥11 (n=458) n (%) | p d | HADS-Da or HADS-A a ≥11 (n=458) n (%) | p d | HADS-T a ≥22 (n=458) n (%) | p d | DT b ≥5 (n=453) n (%) | p d | PO-Bado c Positive (n=464) n (%) | p d | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 (6.8%) | 53 (11.6%) | 64 (14%) | 36 (7.8%) | 0.000 | 286 (63.1%) | 129 (27.8%) | ||||||
| 23 (9.8%) | 28 (11.9%) | 0.814 | 36 (15.3%) | 0.394 | 20 (8.5%) | 0.605 | 148 (63.5%) | 0.861 | 71 (29.6%) | 0.375 | ||
| 8 (3.6%) | 25 (11.2%) | 28 (12.6%) | 16 (7.2%) | 138 (62.7%) | 58 (25.9%) | |||||||
| 19 (8.9%) | 0.092 | 18 (8.4%) | 25 (11.7%) | 0.185 | 20 (8.5%) | 0.785 | 122 (57.5%) | 55 (25.5%) | 0.294 | |||
| 12 (4.9%) | 35 (14.3%) | 39 (16.0%) | 16 (7.2%) | 164 (68.0%) | 74 (29.8%) | |||||||
| 27 (6.7%) | 0.874 | 47 (11.7%) | 0.870 | 56 (13.9%) | 0.896 | 32 (7.9%) | 0.867 | 252 (63.2%) | 0.978 | 114 (27.7%) | 0.931 | |
| 4 (7.3%) | 6 (10.9%) | 8 (14.5%) | 4 (7.3%) | 34 (63.0%) | 15 (28.3%) | |||||||
| 22 (7.0%) | 0.806 | 41 (13.0%) | 0.162 | 48 (15.2%) | 0.263 | 30 (9.5%) | 0.051 | 199 (64.0%) | 0.578 | 94 (29.8%) | 0.154 | |
| 9 (6.3%) | 12 (8.5%) | 16 (11.3%) | 6 (4.2%) | 87 (61.3%) | 35 (23.5%) | |||||||
| 22 (6.3%) | 0.610 | 40 (11.5%) | 0.973 | 48 (13.8%) | 0.851 | 25 (7.2%) | 0.400 | 217(62.9%) | 0.924 | 95 (26.4%) | 0.206 | |
| 8 (7.8%) | 12 (11.7%) | 15 (14.6%) | 10 (9.7%) | 63 (62.4%) | 34 (32.7%) | |||||||
| 22 (6.9%) | 0.817 | 40 (12.5%) | 0.244 | 47 (14.6%) | 0.453 | 24 (7.5%) | 0.707 | 210 (65.8%) | 86 (25.9%) | 0.182 | ||
| 8 (6.3%) | 11 (8.6%) | 15 (11.7%) | 11 (8.5%) | 69 (54.8%) | 42 (32.1%) | |||||||
| 0.067 | 0.845 | 0.461 | 0.553 | 0.197 | ||||||||
| 5 (5.8%) | 12 (14.0%) | 0.871 | 12 (14.0%) | 9 (10.5%) | 48 (57.1%) | 21 (24.1%) | ||||||
| 6 (4.2%) | 16 (11.2%) | 20 (14.0%) | 10 (7.0%) | 91 (64.5%) | 39 (26.9%) | |||||||
| 14 (8.0%) | 18 (10.3%) | 23 (13.1%) | 11 (6.3%) | 110 (62.9%) | 51 (28.0%) | |||||||
| 4 (22.2%) | 3 (16.7%) | 4 (22.2%) | 3 (16.7%) | 13 (72.2%) | 6 (30.0%) | |||||||
| 1 (6.3%) | 2 (12.5%) | 3 (18.8%) | 1 (6.3%) | 12 (75.0%) | 9 (52.9%) | |||||||
| 11 (12.4%) | 21 (23.6%) | 24 (27.0%) | 17 (19.1%) | 64 (72.7%) | 38 (42.2%) | |||||||
| 18 (5.0%) | 30 (8.4%) | 38 (10.6%) | 17 (4.7%) | 214 (60.3%) | 89 (24.0%) | |||||||
| 0.327 | 0.762 | 0.341 | 0.025 | 0.111 | ||||||||
| 9 (8.0%) | 13 (11.5%) | 18 (15.9%) | 41 (35.0%) | 78 (69.0%) | 41 (35.0%) | |||||||
| 17 (5.4%) | 33 (10.5%) | 39 (12.4%) | 79 (24.3%) | 189 (60.6%) | 79 (24.3%) | |||||||
| 0.396 | 0.082 | 0.875 | 0.103 | 0.378 | ||||||||
| 6 (4.9%) | 22 (17.9%) | 23 (18.7%) | 8 (7.1%) | 83 (68.6%) | 39 (30.5%) | |||||||
| 21 (7.1%) | 26 (8.8%) | 36 (12.2%) | 21 (6.6%) | 176 (60.1%) | 80 (26.3%) | |||||||
| 0.539 | 0.057 | 0.269 | ||||||||||
| 13 (6.3%) | 21 (10.2%) | 24 (11.7%) | 15 (7.2%) | 0.431 | 122 (59.8%) | 39 (18.3%) | ||||||
| 4 (2.7%) | 15 (10.1%) | 16 (10.8%) | 8 (5.4%) | 89 (61.0%) | 40 (26.7%) | |||||||
| 3 (9.1%) | 6 (18.2%) | 7 (21.2%) | 4 (12.1%) | 24 (72.7%) | 19 (52.8%) | |||||||
| 7 (15.2%) | 6 (13.0%) | 11 (23.9%) | 5 (10.9%) | 33 (71.7%) | 26 (57.8%) |
Univariate analysis was performed in order to compare different subgroups regarding their presence of psychooncological distress.
a Hospital Anxiety and Depression Score (D= Depression, A= Anxiety).
b Distress thermometer.
c Basic Documentation for Psycho-Oncology.
d for comparison of screening results of the different assessment instruments and different subgroups of patients. Bold printed values indicate significance (p<0.05).
e Eastern Cooperative Oncology Group performance status.
Multivariate analysis revealing risk factors associated with pathological screening results in the different assessment tools
| HADS-Da ≥11 | HADS-Aa ≥11 | HADS-Ta ≥22 | DTb ≥5 | Emotional problems ≥ 2 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ORd (95% CI)e | p | OR d (95% CI)e | p | ORd (95% CI)e | P | ORd (95% CI)e | p | ORd (95% CI)e | p | |
| | - | - | - | - | ||||||
| | 3.82 (1.36-10.69) | n.s.f | n.s.f | n.s.f | n.s.f | |||||
| | - | - | ||||||||
| | - | n.s.f | 2.02 (1.01-4.06) | 0.042 | - | n.s.f | 1.79 (1.13-2.74) | - | n.s.f | |
| - | n.s.f | - | n.s.f | - | n.s.f | - | n.s.f | 0.98 (0.96-0.99) | ||
| | - | - | - | - | ||||||
| | - | n.s.f | 3.18 (1.61-6.29) | 4.30 (1.93-9.58) | 1.86 (1.06-3.28) | 2.24 (1.31-3.81) | ||||
| | n.s.f | |||||||||
| | - | n.s.f | - | n.s.f | - | - | 2.34 (1.44-3.81) | |||
| | - | n.s.f | - | - | - | 2.59 (1.15-5.83) | 0.022 | |||
| | 3.76 (1.32-10.77) | - | - | - | 2.82 (1.31-6.10) | |||||
Of note, there were not statistically significant correlations observed for PO-Badoc. The following variables were included in multivariate analysis: dignity of lesion (Group A: malignant vs. Group B: benign (ref), sex (female vs. male (ref)), disease status (first (ref) vs. recurrent), age, partnership (yes vs. no (ref)), children (yes vs. no (ref)), labor situation (working (ref) vs. sick leave, retired, housewife, unemployed), pre-existing psychiatric disorders (yes vs. no (ref),, regular medication with ataractics (yes vs. no (ref)), presence of underlying diseases (yes vs. no (ref)), ECOG performance status (ECOG 0 (ref), vs. EGOG 1, ECOG 2, ECOG 3/4).
a Hospital Anxiety and Depression Score (D= Depression, A= Anxiety, T=Total).
b Distress thermometer.
c Basic Documentation for Psycho-Oncology.
d Odd ratio.
e 95% Confidence Interval.
f not significant.
Receiver operating curves (ROC)
| DTb | Practical problems | Emotional problems | Physical problems | PO Badoc | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AUCd | pe | 95%CIf | AUCd | pe | 95%CIf | AUCd | pe | 95%CIf | AUCd | pe | 95%CIf | AUCd | pe | 95%CIf | ||
| 0.714 | 0.000 | 0.621-0.807 | 0.633 | 0.033 | 0.505-0.762 | 0.908 | 0.000 | 0.860-0.956 | 0.746 | 0.000 | 0.645-0.839 | 0.765 | 0.000 | 0.657-0.872 | ||
| 0.740 | 0.000 | 0.648-0.832 | 0.643 | 0.013 | 0.525-0.765 | 0.886 | 0.033 | 0.821-0.952 | 0.726 | 0.000 | 0.636-0.817 | 0.734 | 0.000 | 0.629-0.840 | ||
| 0.728 | 0.000 | 0.663-0.794 | 0.640 | 0.001 | 0.552-0.727 | 0.897 | 0.000 | 0.856-0.938 | 0.737 | 0.000 | 0.672-0.802 | 0.746 | 0.000 | 0.674-0.824 | ||
| 0.825 | 0.002 | 0.730-0.919 | 0.779 | 0.008 | 0.599-0.959 | 0.901 | 0.000 | 0.814-0.989 | 0.738 | 0.022 | 0.619-0.858 | 0.824 | 0.002 | 0.685-0.962 | ||
| 0.723 | 0.000 | 0.618-0.828 | 0.643 | 0.024 | 0.5214-0773 | 0.846 | 0.000 | 0.765-0.927 | 0.803 | 0.000 | 0.726-0.880 | 0.792 | 0.000 | 0.693-0.891 | ||
| 0.747 | 0.000 | 0.664-0.830 | 0.677 | 0.001 | 0.569-0.785 | 0.854 | 0.000 | 0.790-0.919 | 0.772 | 0.000 | 0.706-0.839 | 0.801 | 0.000 | 0.720-0.882 | ||
| 0.735 | 0.000 | 0.650-0.821 | 0.652 | 0.011 | 0.530-0.774 | 0.913 | 0.000 | 0.866-0.959 | 0.748 | 0.000 | 0.663-0.833 | 0.766 | 0.000 | 0.663-0.868 | ||
| 0.698 | 0.000 | 0.611-0.785 | 0.619 | 0.024 | 0.511-0.726 | 0.850 | 0.000 | 0.781-0.919 | 0.747 | 0.000 | 0.670-0.823 | 0.733 | 0.000 | 0.638-0.829 | ||
| 0.714 | 0.000 | 0.653-0.776 | 0.633 | 0.001 | 0.552-0.713 | 0.877 | 0.000 | 0.833-0.921 | 0.746 | 0.000 | 0.688-0.803 | 0.748 | 0.000 | 0.679-0.818 | ||
| 0.808 | 0.000 | 0.712-0.904 | 0.712 | 0.006 | 0.558-0.876 | 0.938 | 0.000 | 0.892-0.983 | 0.738 | 0.002 | 0.628-0.848 | 0.762 | 0.001 | 0.628-0.896 | ||
| 0.764 | 0.000 | 0.649-0.878 | 0.704 | 0.003 | 0.567-0.842 | 0.906 | 0.000 | 0.856-0.957 | 0.753 | 0.000 | 0.655-0.850 | 0.828 | 0.000 | 0.740-0.917 | ||
| 0.785 | 0.000 | 0,708-0.861 | 0.708 | 0.000 | 0.605-0.81 | 0.92 | 0.000 | 0.886-0.955 | 0.745 | 0.000 | 0.672-0.819 | 0.8 | 0.000 | 0.722-0.878 | ||
ROC analyses were performed using HADS as the gold-standard against the other screening instruments. The area under the curve (AUC) reflects the overall performance of the other test instruments in discriminating between patients with and without positive screening results in HADS. An AUC between 0.7 and 0.8 reflects fair discrimination results, between 0.8 and 0.9 a good and above 0.9 an excellent discrimination.
a Hospital Anxiety and Depression Score (D= Depression, A= Anxiety, T=Total).
b Distress thermometer.
c Basic Documentation for Psycho-Oncology.
d Area under the curve.
e p-value.
f 95%-Confidence Interval.
Sensitivity and specificity for determination of the optimum cutoff scores of the DT and different combinations of DT and emotional problems from the DT problem list
| Sensitivity (%) | Specificity (%) | |||||||
|---|---|---|---|---|---|---|---|---|
| HADS-Aa ≥11 | HADS-Da ≥11 | HADS-Da or HADS-Aa ≥11 | HADS-Ta ≥11 | HADS-Aa ≥11 | HADS-Da ≥11 | HADS-Da or HADS-Aa ≥11 | HADS-T a ≥11 | |
| 92.5 | 93.5 | 93.5 | 91.7 | 40.8 | 39.1 | 41.7 | 39.3 | |
| 100 | 100 | 100 | 100 | 24.3 | 23.1 | 25 | 23.4 | |
| 100 | 100 | 100 | 100 | 33.2 | 31.6 | 34.1 | 31.9 | |
| 98 | 100 | 98.4 | 100 | 35.2 | 33.7 | 36.2 | 34.1 | |
| 94.1 | 90.3 | 90.3 | 94.3 | 61.5 | 58.6 | 62.5 | 59.5 | |
| 94.1 | 87.1 | 88.7 | 94.3 | 71.9 | 68.2 | 72.9 | 69.3 | |
| 90.2 | 80.6 | 82.3 | 94.3 | 77.7 | 73.7 | 78.4 | 75.4 | |
| 70.6 | 71 | 66.1 | 75.0 | 58.5 | 57.1 | 58.6 | 58.0 | |
| 100 | 96.8 | 98.4 | 100 | 32.7 | 30.8 | 33.3 | 31.4 | |
| 100 | 96.8 | 98.4 | 100 | 45.3 | 42.9 | 46.4 | 43.6 | |
| 66.0 | 71.0 | 62.5 | 75.0 | 70.9 | 69.3 | 71.3 | 70.1 | |
| 98 | 96.8 | 96.8 | 100 | 44.8 | 42.7 | 45.9 | 43.3 | |
| 98 | 93.5 | 95.2 | 100 | 64 | 60.7 | 65.3 | 61.7 | |
| 92.2 | 87.1 | 87.1 | 100 | 72 | 68.6 | 73.1 | 70.2 | |
| 71.2 | 83.3 | 69.8 | 80.0 | 78.6 | 76.9 | 79.8 | 77.2 | |
The HADS was used as a gold-standard.
a Hospital Anxiety and Depression Score (D= Depression. A= Anxiety. T=Total).
b Distress thermometer.
c Basic Documentation for Psycho-Oncology.
d Emotional Problems.
Figure 1Screening algorithm for clinical practice