| Literature DB >> 32079538 |
Louise Lindberg1, Emilia Hagman2, Pernilla Danielsson2, Claude Marcus2, Martina Persson3,4,5.
Abstract
BACKGROUND: Anxiety and depression are more common in children with obesity than in children of normal weight, but it is unclear whether this association is independent of other known risk factors. Interpretation of results from previous studies is hampered by methodological limitations, including self-reported assessment of anxiety, depression, and anthropometry. The aim of this study was to investigate whether obesity increases the risk of anxiety or depression independently of other risk factors in a large cohort of children and adolescents, using robust measures with regard to exposure and outcome.Entities:
Keywords: Adolescents; Anxiety; Children; Cohort study; Depression; Epidemiology; Obesity
Year: 2020 PMID: 32079538 PMCID: PMC7033939 DOI: 10.1186/s12916-020-1498-z
Source DB: PubMed Journal: BMC Med ISSN: 1741-7015 Impact factor: 8.775
Fig. 1Participant flowchart
Characteristics of the participants (n = 72,570)
| Obesity cohort | Comparison group | |||
|---|---|---|---|---|
| Girls, | Boys, | Girls, | Boys, | |
| Nordic | 3943 (67.2) | 4400 (66.3) | 20,010 (70.8) | 22,837 (71.8) |
| Anxiety and/or depressive disordersa | 681 (11.6) | 532 (8.0) | 1707 (6.0) | 1310 (4.1) |
| Age at first anxiety and/or depressive disorders | 14.5 (2.3) | 13.9 (2.7) | 14.7 (2.5) | 14.0 (2.8) |
| Anxiety disorderb | 518 (8.8) | 403 (6.1) | 1331 (4.7) | 995 (3.1) |
| Age at first anxiety disorder | 14.4 (2.4) | 13.8 (2.8) | 14.5 (2.5) | 13.8 (2.9) |
| Depressive disorderb | 426 (7.3) | 297 (4.5) | 966 (3.4) | 634 (2.0) |
| Age at first depressive disorder | 15.1 (1.8) | 14.5 (2.4) | 15.4 (1.9) | 14.8 (2.3) |
| Neuropsychiatric disorderc | 786 (13.4) | 1412 (21.3) | 1301 (4.6) | 2793 (8.8) |
| ADHD/ADD | 612 (10.4) | 1107 (16.7) | 1005 (3.6) | 2286 (7.2) |
| Autism spectrum disorder | 201 (3.4) | 473 (7.1) | 342 (1.2) | 809 (2.5) |
| Mild intellectual disability | 127 (2.2) | 207 (3.1) | 186 (0.7) | 331 (1.0) |
| Parental anxiety/depressiond | 3129 (53.3) | 3666 (53.3) | 11,663 (41.3) | 13,382 (42.1) |
| Mothers | 2477 (42.2) | 2891 (43.5) | 8762 (31.0) | 9916 (31.2) |
| Fathers | 1450 (24.7) | 1700 (25.6) | 5224 (18.5) | 6126 (19.3) |
| SES | ||||
| Low SES | 1067 (18.2) | 1253 (18.9) | 3593 (12.7) | 4089 (12.9) |
| Medium-low SES | 2202 (37.5) | 2513 (37.9) | 8023 (28.4) | 9057 (28.5) |
| Medium-high SES | 1996 (34.0) | 2248 (33.9) | 10,689 (37.8) | 12,182 (38.3) |
| High SES | 568 (9.7) | 590 (8.9) | 5564 (19.7) | 6037 (19.0) |
| Missing | 34 (0.6) | 36 (0.5) | 403 (1.4) | 433 (1.4) |
Data is n (%) or mean (SD)
aDiagnosis of anxiety and/or depression and/or prescription of medication to treat anxiety and/or depression
bDiagnosis and/or prescription medication
cIncludes ADHD/ADD, autism spectrum disorder, and mild intellectual disability in the child
dIncludes maternal and paternal diagnosis of anxiety and depression or at least two dispensed prescriptions of anxiolytics/antidepressants
Abbreviation: SES socioeconomic status
Fig. 2Risk of anxiety and/or depressive disorders by group. Legend: Grey triangles represent the obesity cohort, and black squares represent the comparison group. Bars represent mutually adjusted hazard ratios and 95% confidence intervals. Abbreviation: SES socioeconomic status
Sensitivity analyses stratified by sex, excluding children with neuropsychiatric disorders and children with a family history of anxiety/depression
| Crude HR (95% CI); | Adjusted HR (95% CI); | |
|---|---|---|
| Anxiety and/or depressive disorders | ||
| Girls | 1.61 (1.35–1.92)*** | 1.56 (1.31–1.87)*** |
| Boys | 2.04 (1.65–2.53)*** | 2.04 (1.64–2.54)*** |
| Anxiety disorder | ||
| Girls | 1.55 (1.27–1.89)*** | 1.49 (1.22–1.82)*** |
| Boys | 1.86 (1.46–2.39)*** | 1.88 (1.46–2.42)*** |
| Depressive disorder | ||
| Girls | 1.81 (1.42–2.30)*** | 1.80 (1.41–2.29)*** |
| Boys | 2.69 (1.94–3.72)*** | 2.68 (1.92–3.74)*** |
HRs show a risk of anxiety and depression for the obesity cohort versus the comparison group for girls and boys respectively. Adjusted HRs controlled for Nordic background and SES. Sample in adjusted HR; girls: obesity cohort n = 2432, comparison group n = 15,746; boys: obesity cohort n = 2469, comparison group n = 16,882. Number of total events of anxiety or depressive disorders: girls n = 788, boys n = 472. See the “Methods” section and Additional file 1 for definitions of disorders
***p < 0.0001
Abbreviations: HRs hazard ratios, SES socioeconomic status
Mutually adjusted hazard ratios with 95% confidence intervals in children with obesity, by sex, on anxiety and depressive disorders
| Anxiety and/or depressive disorders | Anxiety disorder | Depressive disorder | ||||
|---|---|---|---|---|---|---|
| Girls | Boys | Girls | Boys | Girls | Boys | |
| Age at start of obesity treatment | 1.29 (1.25–1.33)*** | 1.15 (1.11–1.19)*** | 1.24 (1.20–1.28)*** | 1.11 (1.06–1.15)*** | 1.37 (1.32–1.43)*** | 1.23 (1.17–1.29)*** |
| BMI SDS at start of obesity treatment | 0.95 (0.78–1.16); 0.63 | 1.28 (1.04–1.57)* | 0.94 (0.75–1.17); 0.56 | 1.20 (0.95–1.53); 0.13 | 1.09 (0.85–1.41); 0.48 | 1.24 (0.93–1.65); 0.14 |
| Treatment response | ||||||
| No response vs. good response | 1.07 (0.88–1.30); 0.51 | 1.10 (0.87–1.40); 0.41 | 1.00 (0.80–1.25); 0.98 | 1.08 (0.83–1.41); 0.57 | 1.01 (0.79–1.30); 0.94 | 1.09 (0.79–1.51); 0.59 |
| Poor response vs. good response | 1.20 (0.93–1.55); 0.17 | 1.62 (1.22–2.16)** | 1.11 (0.83–1.49); 0.49 | 1.57 (1.13–2.19)** | 1.18 (0.86–1.61); 0.31 | 1.83 (1.27–2.65)** |
| Dropouts vs. good response | 1.47 (1.16–1.86)** | 1.46 (1.13–1.90)** | 1.38 (1.06–1.80)* | 1.45 (1.08–1.95)* | 1.32 (0.97–1.78); 0.08 | 1.35 (0.94–1.93); 0.10 |
| Nordic background (non-Nordic vs. Nordic) | 0.55 (0.45–0.68)*** | 0.58 (0.46–0.73)*** | 0.56 (0.44–0.70)*** | 0.67 (0.52–0.86)** | 0.42 (0.32–0.56)*** | 0.33 (0.23–0.48)*** |
| Neuropsychiatric disorder (yes vs. no) | 3.99 (3.40–4.67)*** | 4.07 (3.42–4.85)*** | 4.12 (3.44–4.94)*** | 3.53 (2.89–4.32)*** | 4.32 (3.55–5.27)*** | 5.33 (4.19–6.78)*** |
| Maternal anxiety/depression (yes vs. no) | 1.33 (1.14–1.56)** | 1.30 (1.09–1.55)** | 1.35 (1.13–1.61)** | 1.35 (1.10–1.65)** | 1.40 (1.15–1.70)** | 1.53 (1.21–1.94)** |
| Paternal anxiety/depression (yes vs. no) | 1.08 (0.91–1.29); 0.38 | 1.28 (1.06–1.54)** | 1.14 (0.94–1.39); 0.19 | 1.32 (1.07–1.63)* | 0.97 (0.77–1.22); 0.80 | 1.28 (1.00–1.64); 0.05 |
| SES | ||||||
| Low vs. high SES | 0.82 (0.59–1.14); 0.25 | 0.83 (0.58–1.19); 0.30 | 1.02 (0.68–1.53); 0.92 | 0.92 (0.60–1.41); 0.70 | 0.70 (0.46–1.04); 0.08 | 0.71 (0.44–1.16); 0.18 |
| Medium-low vs. high SES | 0.85 (0.63–1.13); 0.26 | 0.79 (0.57–1.08); 0.14 | 1.08 (0.75–1.54); 0.69 | 0.96 (0.66–1.41); 0.84 | 0.62 (0.43–0.88)** | 0.69 (0.46–1.05); 0.09 |
| Medium-high vs. high SES | 0.93 (0.70–1.24); 0.61 | 0.67 (0.48–0.92)* | 1.17 (0.82–1.65); 0.39 | 0.80 (0.54–1.18); 0.26 | 0.82 (0.59–1.15); 0.25 | 0.66 (0.44–1.00); 0.05 |
***p < 0.0001; **p < 0.01; *p < 0.05
Abbreviations: BMI SDS body mass index standard deviation score, SES socioeconomic status