| Literature DB >> 35022099 |
Claudia Carmassi1, Annalisa Cordone1, Carlo Antonio Bertelloni1, Andrea Cappelli1, Virginia Pedrinelli1, Gaia Sampogna2, Gabriele Massimetti1, Valerio Dell'Oste1, Liliana Dell'Osso1.
Abstract
BACKGROUND: Bipolar disorder (BD) is recognized to be at high risk for developing negative psychopathological sequelae to potentially traumatic events. Nevertheless, scant data are still available about the effects of the COVID-19 emergency on the clinical course of BD. The present study examined prospectively the development and trajectories of post-traumatic stress, depressive, and anxiety symptoms among subjects with BD that were followed in an outpatient psychiatric clinic at the time of pandemic onset.Entities:
Keywords: Anxiety; COVID-19; PTSD; bipolar disorder; depression
Mesh:
Year: 2022 PMID: 35022099 PMCID: PMC8853854 DOI: 10.1192/j.eurpsy.2021.2247
Source DB: PubMed Journal: Eur Psychiatry ISSN: 0924-9338 Impact factor: 5.361
K-means cluster analysis features.
| Acute reaction | Increasing severity | Low symptoms | |
|---|---|---|---|
| IES-R T0 | 1.32144 | −1.12671 | −1.20321 |
| IES-R T1 | 3.52281 | −0.33156 | −0.66672 |
| IES-R T2 | 3.57487 | −0.52903 | −0.60103 |
| GAD-7 T0 | 1.92388 | 1.07737 | −1.46215 |
| GAD-7 T1 | −1.21139 | 1.51593 | −1.21139 |
| GAD-7 T2 | 0.56109 | 2.13011 | −1.00792 |
| PHQ-9 T0 | 0.39925 | 2.47954 | −1.16097 |
| PHQ-9 T1 | −1.18392 | 2.35138 | −0.84723 |
| PHQ-9 T2 | −0.08055 | 2.73541 | −0.82159 |
| 1 | 3.488 | 2.999 | 2.138 |
| 2 | 0.755 | 0.472 | 0.156 |
| 3 | 0.451 | 0.371 | 0.155 |
| 4 | 0.000 | 0.304 | 0.116 |
| 5 | 0.000 | 0.000 | 0.000 |
| IES-R T0 | 1.85698 | −0.15036 | −0.32477 |
| IES-R T1 | 1.72829 | −0.05625 | −0.32557 |
| IES-R T2 | 0.49094 | 0.62980 | −0.40432 |
| GAD-7 T0 | 1.09501 | 0.59366 | −0.46448 |
| GAD-7 T1 | 0.34458 | 0.95648 | −0.43965 |
| GAD-7 T2 | −0.00114 | 1.40537 | −0.52041 |
| PHQ-9 T0 | 0.48593 | 0.41576 | −0.38086 |
| PHQ-9 T1 | 0.48552 | 1.00460 | −0.49851 |
| PHQ-9 T2 | 0.12941 | 1.35213 | −0.54635 |
| – | 3.407 | 3.801 | |
| 3.407 | – | 3.908 | |
| 3.801 | 3.908 | – | |
Note: Initial cluster centers, iteration history, final cluster centers, and distances between the final cluster centers in the Acute reaction (N = 12), Increasing severity (N = 21), and Low symptoms (N = 56) groups.
Figure 1.IES-R, GAD-7, and PHQ-9 mean scores among T0, T1, and T2 in the Acute reaction (N = 12), Increasing severity (N = 21), and Low symptoms (N = 56) groups.
K-means cluster analysis features.
| Cluster mean square (SE) | |||
|---|---|---|---|
| IES-R T0 | 23.876 (0.477) | 50.090 | <0.001 |
| IES-R T1 | 20.913 (0.572) | 36.549 | <0.001 |
| IES-R T2 | 10.118 (0.722) | 14.012 | <0.001 |
| GAD-7 T0 | 16.935 (0.611) | 27.731 | <0.001 |
| GAD-7 T1 | 15.730 (0.696) | 22.603 | <0.001 |
| GAD-7 T2 | 28.321 (0.359) | 78.818 | <0.001 |
| PHQ-9 T0 | 7.036 (0.769) | 9.149 | <0.001 |
| PHQ-9 T1 | 18.964 (0.607) | 31.230 | <0.001 |
| PHQ-9 T2 | 27.653 (0.404) | 68.503 | <0.001 |
Note: Dispersion analysis.
Sociodemographic, clinical, and COVID-19 characteristics in the total sample (N = 89) and in the Acute reaction (N = 12), Increasing severity (N = 21), and Low symptoms (N = 56) groups.
| Total sample | (a) | (b) | (c) | Post hoc | |||
|---|---|---|---|---|---|---|---|
| Females | 55 (61.8%) | 11 (91.70%) | 15 (71.4%) | 29 (51.80%) | 0.021 | a > c | |
| Married/cohabiting | 35 (39.3%) | 4 (33.3%) | 8 (38.1%) | 23 (41.1%) | 0.876 | ||
| Living with family | 69 (77.5%) | 10 (83.3%) | 16 (76.2%) | 43 (78.8%) | – | – | |
| University degree | 14 (15.7%) | 2 (16.7%) | 3 (143%) | 9 (16.1%) | 0.977 | – | |
| Employed | 42 (47.2%) | 7 (58.3%) | 4 (19.0%) | 31 (55.4%) | 0.012 | a > b, c > b | |
| Age (years) | 47.15 ± 16.12 | 45.33 ± 13.77 | 49.90 ± 16.74 | 46.49 ± 16.50 | 0.656 | – | |
| Bipolar disorder characteristics | |||||||
| Psychiatric family history | 70 (78.7%) | 11 (91.7%) | 16 (76.2%) | 43 (76.8%) | 0.496 | – | |
| Previous psychiatric hospitalization | 40 (46.0%) | 5 (45.5.7%) | 15 (75.0%) | 20 (35.7%) | 0.010 | b > c | |
| Bipolar disorder type II | 61 (70.1%) | 8 (72.7%) | 14 (70.0%) | 39 (69.6%) | 0.979 | – | |
| Manic polarity onset | 16 (18.6%) | 1 (9.1%) | 4 (20.0%) | 11 (20.0%) | – | – | |
| – | |||||||
| Age of onset (years) | 27.45 ± 13.58 | 22.18 ± 10.17 | 28.95 ± 15.51 | 27.96 ± 13.41 | 0.376 | – | |
| Previous any mood episodes | 10.04 ± 6.89 | 13.00 ± 7.67 | 11.95 ± 8.17 | 8.74 ± 5.94 | 0.115 | – | |
| Previous depressive episodes | 5.96 ± 4.01 | 8.73 ± 5.20 | 7.05 ± 4.35 | 5.00 ± 3.26 | 0.033 | – | |
| Previous manic episodes | 4.00 ± 3.49 | 4.71 ± 5.04 | 3.64 ± 3.62 | 3.94 ± 3.96 | 0.510 | – | |
| Time since the last episode (weeks) | 16.90 ± 19.07 | 16.09 ± 14.74 | 10.05 ± 12.20 | 19.53 ± 21.36 | 0.081 | – | |
| YMRS at T0 | 2.52 ± 3.41 | 2.33 ± 3.39 | 3.81 ± 3.56 | 2.07 ± 3.29 | 0.024 | b > c | |
| Psychiatric comorbidities | |||||||
| Any comorbid disorder | 36 (40.4%) | 5 (41.7%) | 9 (42.9%) | 22 (39.3%) | 0.956 | – | |
| Anxiety disorder | 19 (21.3%) | 2 (16.7%) | 4 (19.0%) | 13 (23.2%) | – | – | |
| Obsessive–compulsive disorder | 17 (19.1%) | 1 (8.3%) | 5 (23.8%) | 11 (19.6%) | – | – | |
| Feeding and eating disorder | 4 (4.5%) | 2 (16.7%) | 1 (4.8%) | 1 (1.8%) | – | – | |
| Psychiatric treatment | |||||||
| Antidepressant | 53 (60.2%) | 7 (63.6%) | 14 (66.7%) | 22 (57.1%) | 0.726 | – | |
| Lithium | 37 (42.0%) | 5 (45.5%) | 11 (52.4%) | 21 (37.5%) | 0.485 | ||
| Antiepileptic mood stabilizers | 72 (81.8%) | 9 (81.8%) | 16 (76.2%) | 57 (83.9%) | – | – | |
| Antipsychotic | 38 (43.2%) | 5 45.5%) | 11 (52.4%) | 22 (39.3%) | 0.579 | – | |
| Benzodiazepine | 16 (18.8%) | 2 (18.2%) | 6 (30.0%) | 8 (14.8%) | – | – | |
| COVID-19 related variables | |||||||
| Work or financial difficulties due to lockdown | 28 (31.5%) | 8 (66.7%) | 4 (19.0%) | 16 (28.6%) | 0.013 | a > b, a > c | |
| Being at risk for medical complications related to COVID-19 infection | 51 (68.5%) | 6 (50.0%) | 12 (57.1%) | 43 (76.8%) | 0.084 | – | |
| Positive to COVID-19 T0 | 1 (1.1%) | 0 (0%) | 0 (0%) | 1 (1.8%) | – | – | |
| Positive to COVID-19 T1 | 3 (3.4%) | 0 (0%) | 0 (0%) | 3 (5.4%) | – | – | |
| Positive to COVID-19 T2 | 4 (4.5%) | 0 (0%) | 1 (4.8%) | 3 (5.5%) | – | – | |
| A relative at risk for medical complications related to COVID-19 | 60 (67.4%) | 5 (41.7%) | 19 (90.5%) | 36 (64.3%) | 0.011 | b > a, b > c | |
| A relative positive for COVID-19 T0 | 6 (6.7%) | 1 (8.3%) | 2 (9.5%) | 3 (5.4%) | – | – | |
| A relative positive for COVID-19 T1 | 7 (7.9%) | 2 (16.7%) | 2 (9.5%) | 3 (5.4%) | – | – | |
| A relative positive for COVID-19 T2 | 9 (10.1%) | 2 (16.7%) | 2 (9.5%) | 5 (8.9%) | – | – | |
| Loss of a relative for the COVID-19 T0 | 3 (3.4%) | 1 (8.3%) | 0 (0%) | 2 (3.6%) | – | – | |
| Loss of a relative for the COVID-19 T1 | 5 (5.6%) | 1 (8.3%) | 1 (4.8%) | 3 (5.4%) | – | – | |
| Loss of a relative for the COVID-19 T2 | 5 (5.6%) | 1 (8.3%) | 1 (4.8%) | 3 (5.4%) | – | – | |
Referred to a chi-square test.
Referred to a ANOVA test.
Referred to a Kruskal–Wallis test.
Comparison of IES-R, GAD-7, and PHQ-9, scores among T0, T1, and T2 in the total sample (N = 89) and in the Acute reaction (N = 12), Increasing severity (N = 21), and Low symptoms (N = 56) groups.
| T0 | T1 (3 months) | T2 (6 months) | Post hoc | |||
|---|---|---|---|---|---|---|
| Mean ± SD | Mean ± SD | Mean ± SD | ||||
| IES-R | Total sample | 17.86 ± 13.13 | 8.13 ± 12.14 | 7.80 ± 13.43 | <0.001 | T0 > T1, T > T2 |
| 42.00 ± 8.59 | 28.58 ± 18.69 | 15.17 ± 19.31 | 0.009 | T0 > T2 | ||
| 15.76 ± 10.00 | 7.28 ± 9.77 | 17.09 ± 17.49 | 0.079 | – | ||
| 13.48 ± 8.73 | 4.07 ± 4.78 | 2.73 ± 5.66 | <0.001 | T0 > T1, T0 > T2 | ||
| <0.001 | <0.001 | <0.001 | ||||
| Post hoc | a > b, a > c | a > b, a > c | a > c, b > c | |||
| GAD-7 | Total sample | 6.89 ± 4.68 | 5.75 ± 4.85 | 7.45 ± 6.36 | 0.066 | – |
| 12.08 ± 5.38 | 7.42 ± 5.30 | 7.42 ± 4.12 | 0.016 | T0 > T2 | ||
| 9.71 ± 4.39 | 10.33 ± 5.45 | 16.38 ± 3.77 | 0.002 | T0 < T2, T1 < T2 | ||
| 4.71 ± 2.91 | 3.68 ± 2.88 | 4.11 ± 3.77 | 0.122 | – | ||
| <0.001 | <0.001 | <0.001 | ||||
| Post hoc | a > c, b > c | b > c | b > a, b > c | |||
| PHQ-9 | Total sample | 8.26 ± 5.51 | 6.97 ± 6.01 | 7.49 ± 6.82 | 0.012 | T0 > T1 |
| 11.50 ± 4.56 | 9.92 ± 6.73 | 8.42 ± 5.51 | 0.401 | – | ||
| 11.09 ± 6.11 | 13.00 ± 6.17 | 16.67 ± 5.10 | 0.042 | T0 < T2 | ||
| 6.50 ± 4.72 | 4.07 ± 3.25 | 3.86 ± 3.63 | <0.001 | T0 > T1, T0 > T2 | ||
| <0.001 | <0.001 | <0.001 | ||||
| Post hoc | a > c, b > c | a > c, b > c | b > a > c |
p < 0.05 in post hoc pair-wise comparison adjusted for Bonferroni inequalities.
Related to a Friedman test.
Related to a Kruskal–Wallis test.