| Literature DB >> 30249627 |
Miguel Angel Salinero-Fort1,2, P Gómez-Campelo3,4, F Javier San Andrés-Rebollo5, Juan Cárdenas-Valladolid6, Juan C Abánades-Herranz7, Enrique Carrillo de Santa Pau8, Rosa M Chico-Moraleja9, Domingo Beamud-Victoria10, Jose M de Miguel-Yanes11, Rodrigo Jimenez-Garcia12, Ana López-de-Andres12, Yolanda Ramallo-Fariña2, Carmen De Burgos-Lunar2,13.
Abstract
OBJECTIVE: To estimate the prevalence of depression in patients diagnosed with type 2 diabetes mellitus (T2DM), and to identify sociodemographic, clinical and psychological factors associated with depression in this population. Additionally, we examine the annual incidence rate of depression among patients with T2DM.Entities:
Keywords: cohort studies; depression; diabetes mellitus, type 2; self-care
Mesh:
Year: 2018 PMID: 30249627 PMCID: PMC6157517 DOI: 10.1136/bmjopen-2017-020768
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Flow chart. CCR, computerised clinical records; MADIABETES cohort, Madrid diabetes cohort.
Baseline characteristics of the sample, with and without depression
| Total | With depression | Without depression | P values | Effect size* | |
| Sociodemographic variables | |||||
| Gender (female); % (n) | 48.1 (1421) | 67.7 (401) | 43.02 (1020) | <0.001 | 0.197† |
| Age (years); mean (SD) | 70.2 (10.6) | 71.1 (10.3) | 69.9 (10.7) | 0.017 | 0.110‡ |
| Country of origin (foreign-born); % (n) | 2.4 (70) | 2.9 (17) | 2.2 (53) | 0.368 | 0.017† |
| Marital status; % (n) | <0.001 | 0.123† | |||
| Single without partner | 4.6 (136) | 2.7 (16) | 5.1 (120) | ||
| Married or with partner | 70.4 (2077) | 62 (366) | 72.5 (1711) | ||
| Divorced | 4.2 (124) | 5.9 (35) | 3.8 (89) | ||
| Widowed | 20.8 (614) | 29.3 (173) | 18.7 (441) | ||
| Educational level; % (n) | <0.001 | 0.081† | |||
| Not completed | 20.9 (613) | 25.7 (152) | 19.5 (461) | ||
| Primary | 46.7 (1367) | 48.6 (288) | 46.7 (1104) | ||
| Secondary | 19.7 (576) | 16.4 (97) | 20.3 (479) | ||
| University | 12.8 (374) | 9.3 (55) | 13.5 (319) | ||
| Employment status; n (%) | |||||
| Employed | 15.7 (459) | 9.5 (56) | 17 (403) | <0.001 | 0.084† |
| Variables related to diabetes | |||||
| Duration of diabetes (years); mean (SD) | 15.4 (10.2) | 16.5 (10.6) | 15.06 (10) | 0.002 | 0.143‡ |
| Family history of diabetes (yes); % (n) | 61.7 (1813) | 64.5 (382) | 61.3 (1448) | 0.145 | 0.027† |
| Type of diabetes treatment; % (n) | <0.001 | 0.121† | |||
| Only diet | 8.4 (248) | 7.4 (44) | 8.6 (204) | ||
| Oral antidiabetic agents | 53.2 (1572) | 47.3 (280) | 54.7 (1292) | ||
| Insulin | 5.4 (159) | 6.9 (41) | 5 (118) | ||
| Oral antidiabetic agents+insulin | 16.9 (498) | 25.2 (149) | 14.8 (349) | ||
| Not specified | 16.2 (478) | 13.2 (78) | 16.9 (400) | ||
| Lifestyle and self-care | |||||
| Smoking habit; % (n) | <0.001 | 0.127† | |||
| Never smoker | 46 (1360) | 58.6 (347) | 42.9 (1013) | ||
| Ex-smoker | 42.6 (1259) | 32.1 (190) | 45.2 (1069) | ||
| Smoker | 11.4 (336) | 9.3 (55) | 11.9 (281) | ||
| Current regular alcohol use; % (n) | 883 (33.6) | 22 (111) | 36.4 (772) | <0.001 | 0.120† |
| Physical activity; % (n) | <0.001 | 0.117† | |||
| Sedentary | 11.3 (333) | 18.4 (109) | 9.5 (224) | ||
| Low | 81.5 (2408) | 76.5 (453) | 82.7 (1955) | ||
| Moderate-vigorous | 7.2 (214) | 5.1 (30) | 7.8 (184) | ||
| Clinical risk factors | |||||
| BMI (kg/m2); mean (SD) | 31.1 (5.6) | 32.4 (6.4) | 31.2 (5.8) | <0.001 | 0.196‡ |
| Systolic blood pressure (mm Hg); mean (SD) | 131.5 (12.6) | 129.3 (12.6) | 131.9 (11.9) | <0.001 | 0.208‡ |
| Diastolic blood pressure (mm Hg); mean (SD) | 73.9 (7.5) | 73.3 (7.6) | 74.2 (7.4) | <0.001 | 0.120‡ |
| Biochemical risk factors | |||||
| HbA1c (%); mean (SD) | 7.1 (1.1) | 7.1 (1.2) | 7.3 (1.5) | 0.703 | 0.110‡ |
| Triglycerides; mean (SD) | 142.4 (87.6) | 148.9 (89.7) | 140.7 (86.9) | 0.070 | 0.092‡ |
| Cholesterol; mean (SD) | 175.7 (33.9) | 181.1 (37.1) | 174.3 (32.9) | <0.001 | 0.194‡ |
| LDL-cholesterol; mean (SD) | 99.2 (27.3) | 101.6 (29.9) | 98.3 (27.1) | 0.064 | 0.115‡ |
| HDL-cholesterol; mean (SD) | 49.5 (13.2) | 50.6 (12.9) | 49.1 (13.3) | 0.032 | 0.114‡ |
| Complications and comorbidities | |||||
| Cardiovascular event (includes non-fatal myocardial infarction, stroke and peripheral artery disease); % (n) | 29.7 (1240) | 31.9 (212) | 29.3 (1028) | 0.178 | 0.021† |
| Heart failure; % (n) | 11.5 (480) | 13.7 (91) | 11.1 (389) | 0.053 | 0.030† |
| Lower limb amputation; % (n) | 1.4 (60) | 1.8 (12) | 1.4 (48) | 0.385 | 0.013† |
| Nephropathy; % (n) | 13.5 (400) | 16.2 (96) | 12.9 (304) | 0.033 | 0.039† |
| Neuropathy; % (n) | 10.1 (299) | 16.7 (99) | 8.5 (200) | <0.001 | 0.111† |
| Retinopathy; % (n) | 15 (442) | 15.7 (93) | 14.8 (349) | 0.566 | 0.011† |
| Renal failure; % (n) | 14.3 (424) | 17.6 (104) | 13.5 (320) | 0.012 | 0.046† |
| Psychosocial variables | |||||
| Family history of depression (yes); % (n) | 197 (6.7) | 10.6 (63) | 5.7 (134) | <0.001 | 0.080† |
| Personal history of depression (yes); % (n) | 557 (18.8) | 48.6 (288) | 11.4 (269) | <0.001 | 0.381† |
| Self-reported health status (fair or poor); % (n) | 34.3 (992) | 47 (269) | 31.1 (723) | <0.001 | 0.133† |
| Physical quality of life; mean (SD) | 40.1 (11.4) | 35.3 (12.5) | 41.5 (10.7) | <0.001 | 0.533‡ |
| Mental quality of life; mean (SD) | 47.4 (10.9) | 41.3 (12.5) | 49.1 (9.7) | <0.001 | 0.697‡ |
| Social support (network size); mean (SD) | 10.2 (8.3) | 8.5 (7.3) | 10.6 (8.5) | <0.001 | 0.217‡ |
| Sleep (AIS); mean (SD) | 2.6 (3.7) | 5.3 (5.2) | 2 (2.9) | <0.001 | 0.783‡ |
*0.2 is the recommended minimum effect size
†Cramer’s V
‡Cohen’s d
AIS, Athens Insomnia Scale; BMI, body mass index; HbA1c, glycated haemoglobin. Cardiovascular event, includes nonfatal myocardial infarction, stroke, and peripheral artery disease.
Factors associated with prevalence of depression (logistic regression analysis) (Hosmer-Lemeshow=5.132; df=5; p=0.743)
| OR | 95% CI | P values | |
| Gender | |||
| Male | 1 | ||
| Female | 1.333 | 1.009 to 1.761 | 0.043 |
| Age | |||
| <65 years | 1 | ||
| ≥65 years | 0.858 | 0.626 to 1.175 | 0.339 |
| Duration of T2DM (years) (per unit of increment) | 1.006 | 0.995 to 1.016 | 0.303 |
| Educational level | |||
| University | 1 | ||
| Secondary | 0.980 | 0.644 to 1.493 | 0.926 |
| Primary | 1.060 | 0.729 to 1.543 | 0.759 |
| Not completed | 1.118 | 0.735 to 1.699 | 0.602 |
| Country of origin | |||
| Spain | 1 | ||
| Other | 1.433 | 0.738 to 2.784 | 0.288 |
| Employment status | |||
| Not working | 1 | ||
| Working | 0.595 | 0.397 to 0.894 | 0.012 |
| Smoking | |||
| Never smoker | 1 | ||
| Former smoker | 0.854 | 0.652 to 1.119 | 0.252 |
| Current smoker | 0.874 | 0.585 to 1.306 | 0.510 |
| Family history of diabetes mellitus | |||
| No | 1 | ||
| Yes | 1.109 | 0.888 to 1.385 | 0.362 |
| Current alcohol use | |||
| No | 1 | ||
| Yes | 0.726 | 0.552 to 0.954 | 0.022 |
| Physical activity | |||
| Sedentary | 1 | ||
| Low | 0.552 | 0.408 to 0.746 | <0.001 |
| Moderate-vigorous | 0.636 | 0.377 to 1.074 | 0.091 |
| Diabetes treatment | |||
| Oral antidiabetic agents | 1 | ||
| Oral antidiabetic agents+insulin | 1.802 | 1.364 to 2.380 | <0.001 |
| Insulin | 1.476 | 0.938 to 2.323 | 0.092 |
| Diet | 0.932 | 0.623 to 1.394 | 0.731 |
| Unknown | 0.771 | 0.560 to 1.061 | 0.110 |
| BMI (kg/m2) (per unit of increment) | 1.012 | 0.992 to 1.032 | 0.249 |
| Systolic BP (mm Hg) (per unit of increment) | 0.982 | 0.971 to 0.992 | 0.001 |
| Diastolic BP (mm Hg) (per unit of increment) | 0.992 | 0.974 to 1.009 | 0.358 |
| Cholesterol (mg/dl) (per unit of increment) | 1.005 | 1.002 to 1.009 | 0.002 |
| Neuropathy | |||
| No | 1 | ||
| Yes | 1.951 | 1.423 to 2.674 | <0.001 |
| Nephropathy | |||
| No | 1 | ||
| Yes | 1.077 | 0.782 to 1.483 | 0.649 |
| Retinopathy | |||
| No | 1 | ||
| Yes | 0.784 | 0.578 to 1.065 | 0.119 |
| Renal failure | |||
| No | 1 | ||
| Yes | 1.220 | 0.892 to 1.670 | 0.214 |
| Self-reported health status | |||
| Excellent-very good-good | 1 | ||
| Fair-poor | 1.509 | 1.209 to 1.882 | <0.001 |
| Family history of depression | |||
| No | 1 | ||
| Yes | 1.419 | 0.975 to 2.066 | 0.067 |
| Personal history of depression | |||
| No | 1 | ||
| Yes | 6.482 | 5.138 to 8.178 | <0.001 |
| Social support (network size) (per unit of increment) | 0.978 | 0.962 to 0.993 | 0.005 |
| Physical Health Score (SF-12) | |||
| Score ≥mean | 1 | ||
| Score <mean | 1.243 | 0.910 to 1.699 | 0.171 |
| Mental Health Score (SF-12) | |||
| Score ≥mean | 1 | ||
| Score <mean | 1.423 | 1.054 to 1.921 | 0.021 |
| History of cancer | |||
| No | 1 | ||
| Yes | 0.961 | 0.716 to 1.290 | 0.792 |
| Cardiovascular disease | |||
| No | 1 | ||
| Yes | 1.156 | 0.901 to 1.482 | 0.255 |
| Heart failure | |||
| No | 1 | ||
| Yes | 1.297 | 0.910 to 1.849 | 0.150 |
| Lower limb amputation | |||
| No | 1 | ||
| Yes | 1.765 | 0.798 to 3.904 | 0.160 |
BP, blood pressure, BMI, body mass index; T2DM, type 2 diabetes mellitus.