| Literature DB >> 32433470 |
Xiaona Liu1,2, Juanita Haagsma3, Eric Sijbrands4, Hanneke Buijks4,5, Laura Boogaard3, Johan P Mackenbach3, Vicki Erasmus3, Suzanne Polinder3.
Abstract
Anxiety and depression are commonly found in patients with diabetes, but little is known about how the anxiety and depression symptoms of diabetes patients and the health-related quality of life (HRQoL) over time influence each other. Therefore, we conducted a survey among patients with diabetes (T1) and repeated the survey after 3 months (T2). Linear regression models and cross-lagged structural equation models were used to analyze the associations between anxiety and depression symptoms and HRQoL within and across time intervals. Correcting for baseline index and potential confounders, the HRQoL index at T2 reflected the change in anxiety/depression between T1 and T2 more than anxiety/depression at T1 (P < 0.05). Similarly, anxiety and depression at T2 reflected the change in the EQ-5D index over time more than the index at baseline (P < 0.05). Our longitudinal data fitted well in a cross-lagged model with bi-directional pathways of associations between anxiety and HRQoL, as well as depression and HRQoL, among adult patients with diabetes (x2/df = 1.102, P = 0.256; CFI = 1.000, RMSEA = 0.030). Our findings support early detection of anxiety and depression, as well as comprehensive efforts improving HRQoL for patients with diabetes.Entities:
Mesh:
Year: 2020 PMID: 32433470 PMCID: PMC7239869 DOI: 10.1038/s41598-020-57647-x
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Demographic and diabetes characteristics of patients with diabetes at T1 and T2.
| T1 ( | T2 ( | ||||||
|---|---|---|---|---|---|---|---|
| n | % | Mean (SD) | n | % | Mean (SD) | ||
| Male | 66 | 50.4 | 57 | 50.4 | 1.000 | ||
| Female | 65 | 49.6 | 56 | 49.6 | |||
| Type 1 | 46 | 41.4 | 41 | 42.7 | 0.982 | ||
| Type 2 | 65 | 58.6 | 55 | 57.3 | |||
| 54.0 (13.1) | 54.4 (12.7) | 0.776 | |||||
| 19.4 (14.3) | 19.9 (14.7) | 0.807 | |||||
| Paid employment | 54 | 43.2 | 46 | 43.4 | 0.934 | ||
| Social welfare or retirement | 50 | 40.0 | 44 | 41.5 | |||
| Unemployment | 21 | 16.8 | 16 | 15.1 | |||
| Low (LTS, VMBO, MAVO, VMBO-t) | 54 | 41.5 | 47 | 42.0 | 0.910 | ||
| Intermediate (MTS, HBS, HAVO, VWO) | 39 | 30.0 | 31 | 27.7 | |||
| High (HBO, WO) | 37 | 28.5 | 34 | 30.4 | |||
| Majority/no migrant | 95 | 73.6 | 87 | 78.4 | 0.566 | ||
| 1st generation migrant | 24 | 18.6 | 15 | 13.5 | |||
| 2nd generation migrant | 10 | 7.8 | 9 | 8.1 | |||
Note: LTS, lage technische school; VMBO, voorbereidend middelbaar beroepsonderwijs; MAVO, middelbaar algemeen voortgezet onderwijs; VMBO-t, voorbereidend middelbaar beroepsonderwijs-theoretical; MTS, middelbaar technische school; HBS, hoge burger school; HAVO, hoger algemeen voortgezet onderwijs; VWO, voorbereidend wetenschappelijk onderwijs; HBO, hoger beroeps opleiding; WO, wetenschappelijk onderwijs.
Hospital Anxiety and Depression Scale (HADS) scores, percentage of reported problems on the European Quality of Life at 5 dimensions (EQ-5D) and extended cognitive dimension, the mean score of patients with diabetes for EQ-5D summary score and index and EQ visual analogue scale (VAS) at T1 and T2.
| T1 ( | T2 ( | ||||||
|---|---|---|---|---|---|---|---|
| n | % | Mean (SD) | n | % | Mean (SD) | ||
| HADS – Anxiety (0–21) | 5.81 (4.12) | 5.66 (4.20) | 0.778 | ||||
| Cut-off score:8 | 36 | 27.5 | 31 | 27.9 | 0.938 | ||
| HADS – Depression (0–21) | 4.64 (3.94) | 4.80 (4.33) | 0.763 | ||||
| Cut-off score:8 | 26 | 19.8 | 26 | 23.4 | 0.500 | ||
| Mobility | 1.76 (1.01) | 1.70 (0.97) | 0.678 | ||||
| No problem (1) | 73 | 55.7 | 63 | 56.8 | 0.897 | ||
| Problems (2–5) | 58 | 44.3 | 48 | 43.2 | |||
| Self-Care | 1.18 (0.58) | 1.15 (0.47) | 0.760 | ||||
| No problem (1) | 116 | 88.5 | 97 | 88.2 | 1.000 | ||
| Problems (2–5) | 15 | 11.5 | 13 | 11.8 | |||
| Usual activities | 1.92 (1.07) | 1.95 (1.01) | 0.773 | ||||
| No problem (1) | 61 | 46.6 | 46 | 41.4 | 0.439 | ||
| Problems (2–5) | 70 | 53.4 | 65 | 58.6 | |||
| Pain/discomfort | 2.24 (0.99) | 2.09 (0.92) | 0.219 | ||||
| No problem (1) | 33 | 25.2 | 32 | 29.1 | 0.561 | ||
| Problems (2–5) | 98 | 74.8 | 78 | 70.9 | |||
| Anxiety/depression | 1.69 (1.00) | 1.58 (0.79) | 0.339 | ||||
| No problem (1) | 76 | 58.0 | 64 | 58.2 | 1.000 | ||
| Problems (2–5) | 55 | 42.0 | 46 | 41.8 | |||
| 1.72 (0.84) | 1.69 (0.75) | 0.798 | |||||
| No problem (1) | 63 | 48.1 | 50 | 45.5 | 0.699 | ||
| Problems (2–5) | 68 | 51.9 | 60 | 54.5 | |||
| EQ-5D Index (0–1) | 0.73 (0.27) | 0.77 (0.22) | 0.220 | ||||
| EQ VAS (0–100) | 70.1 (20.1) | 68.8 (21.5) | 0.631 | ||||
Figure 1The mean anxiety and depression subscale scores and its 95% confidence interval (CI) and the level of severity of problems (from left to right: weakest to strongest problems) for each of the EQ-5D dimensions and extended cognitive dimension at T1 and T2. Note: EQ-5D, the European Quality of Life at 5 dimensions.
Linear models of anxiety/depression at T1 and change in anxiety/depression over time predicting the EQ-5D summary index at T2 (Model 1 and 2); and of the EQ-5D summary index at T1 and change in the summary index over time predicting anxiety/depression at T2 (Model 3 and 4).
| Crude model | Adjusted model for baseline outcome * | Adjusted model for baseline outcome and confounders # | Adjusted R2 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Β (SE) | Β (SE) | Β (SE) | |||||||
| Model 1 | Predictor | Anxiety at T1 | −0.03 (0.01) | <0.001 | 0.00 (0.01) | 0.949 | −0.01 (0.01) | 0.121 | 0.467 |
| Change in Anxiety | −0.01 (0.01) | 0.132 | −0.02 (0.01) | <0.001 | −0.03 (0.01) | <0.001 | |||
| Model 2 | Predictor | Depression at T1 | −0.03 (0.01) | <0.001 | 0.00 (0.01) | 0.477 | −0.02 (0.01) | 0.025 | 0.561 |
| Change in Depression | −0.02 (0.01) | 0.014 | −0.02 (0.00) | <0.001 | −0.03 (0.01) | <0.001 | |||
| Model 3 | Predictor | EQ-5D Index at T1 | −9.49 (1.35) | <0.001 | −1.55 (1.39) | 0.263 | −3.14 (1.74) | 0.072 | 0.707 |
| Change in EQ-5D Index | −0.04 (2.04) | 0.986 | −4.78 (1.36) | <0.001 | −6.50 (1.46) | <0.001 | |||
| Model 4 | Predictor | EQ-5D Index at T1 | −12.4 (1.19) | <0.001 | −6.65 (1.64) | <0.001 | −7.43 (1.87) | <0.001 | 0.720 |
| Change in EQ-5D Index | 0.52 (2.12) | 0.807 | −4.07 (1.51) | 0.007 | −7.24 (1.43) | <0.001 | |||
Note: B, standardized coefficient; SE, standard error; EQ-5D, the European Quality of Life at five dimensions; Higher score on EQ-5D index indicate better quality of life in mobility, self-care, usual activities, pain/discomfort and anxiety/depression, while higher scores on anxiety and depression subscales indicates more anxiety/depression symptoms. *Interactions between baseline outcome and predictor were excluded in the model, as no statistically significant interactions were found (P > 0.05). #Model adjusted for demographic and diabetes characteristics, including gender, age, diabetes type, diabetes duration, employment status, education level, ethnicity; both of the baseline predictor and change in predictor were included in the model.
Figure 2The cross-lagged model hypothesized to analyze the longitudinal association among anxiety, depression and health-related quality of life (HRQoL) summary index. Note: HRQoL is measured by EQ-5D summary index with higher score on EQ-5D index indicating better quality of life in mobility, self-care, usual activities, pain/discomfort and anxiety/depression; Numbers above arrows indicate standardized correlation coefficients; Thick arrows indicate the paths of interest, which are the bidirectional, longitudinal paths between anxiety/depression and HRQoL. The overall model fit was x2/df = 1.102; CFI = 1.000, RMSEA = 0.030.