| Literature DB >> 35277151 |
Yingjie Cai1, Manshuang Chen2, Weixia Zhai3, Chunhui Wang4.
Abstract
BACKGROUND: Hypertension, trouble sleeping and depression, as three major public health problems, were closely related. This study evaluated the independent association of trouble sleeping and depression with hypertension and interaction effect between trouble sleeping and depression on hypertension in Americans.Entities:
Keywords: Depression; Hypertension; Interaction; Trouble sleeping
Mesh:
Year: 2022 PMID: 35277151 PMCID: PMC8917766 DOI: 10.1186/s12889-022-12942-2
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Fig. 1Flowchart of the systematic selection process
Group differences between hypertension and non-hypertension groups
| Variables | Total [ | Groups | Statistics | ||
|---|---|---|---|---|---|
| Non-hypertension ( | Hypertension ( | ||||
| Age, years, Mean (S.E.) | 47.30 (0.24) | 40.15 (0.25) | 54.64 (0.27) | t = -52.95 | < 0.001 |
| Gender, n (%) | χ2 = 84.39 | < 0.001 | |||
| Male | 15,022 (48.98) | 6,430 (45.65) | 8,592 (52.40) | ||
| Female | 15,412 (51.02) | 7,700 (54.35) | 7,712 (47.60) | ||
| BMI, kg/m2, Mean (S.E.) | 29.06 (0.09) | 27.41 (0.10) | 30.77 (0.10) | t = -30.80 | < 0.001 |
| Race, n (%) | χ2 = 213.48 | < 0.001 | |||
| Mexican American | 4,687 (8.15) | 2,558 (9.91) | 2,129 (6.34) | ||
| Hispanic | 2,747 (5.12) | 1,425 (6.06) | 1,322 (4.15) | ||
| Non-Hispanic white | 13,518 (69.06) | 6,135 (67.49) | 7,383 (70.67) | ||
| Non-Hispanic black | 6,490 (10.81) | 2,407 (9.09) | 4,083 (12.57) | ||
| Other | 2,992 (6.86) | 1,605 (7.45) | 1,387 (6.26) | ||
| Marital status, n (%) | χ2 = 969.21 | < 0.001 | |||
| Married and or partner | 15,817 (55.81) | 7,109 (53.74) | 8,708 (57.94) | ||
| Widowed | 2,363 (5.60) | 429 (2.23) | 1,934 (9.06) | ||
| Divorced or separated | 4,399 (12.90) | 1,657 (10.87) | 2,742 (14.99) | ||
| Never married | 7,855 (25.68) | 4,935 (33.16) | 2,920 (18.01) | ||
| Education, n (%) | χ2 = 55.34 | < 0.001 | |||
| Less than high school | 7,097 (15.48) | 3,087 (14.49) | 4,010 (16.49) | ||
| High school graduate or GED | 7,085 (22.91) | 3,024 (21.12) | 4,061 (24.75) | ||
| Some college or above | 1,6252 (61.61) | 8,019 (64.39) | 8,233 (58.76) | ||
| Annual family income, n (%) | χ2 = 54.30 | < 0.001 | |||
| < $ 20,000 | 23,930 (85.87) | 11,537 (87.48) | 12,393 (84.22) | ||
| ≥ $ 20,000 | 6,504 (14.13) | 2,593 (12.52) | 3,911 (15.78) | ||
| Alcohol drinking, n (%) | 20,969 (74.00) | 10,122 (76.04) | 10,847 (71.91) | χ2 = 27.60 | < 0.001 |
| Smoking history, n (%) | 13,904 (45.56) | 5,849 (41.66) | 8,055 (49.56) | χ2 = 93.84 | < 0.001 |
| Diabetes, n (%) | 4,033 (9.83) | 722 (3.63) | 3,311 (16.19) | χ2 = 812.84 | < 0.001 |
| Stroke, n (%) | 1,137 (2.78) | 162 (0.91) | 975 (4.71) | χ2 = 262.64 | < 0.001 |
| Trouble sleeping, n (%) | 7,845 (27.74) | 2,842 (22.18) | 5,003 (33.45) | χ2 = 191.64 | < 0.001 |
| Depression, n (%) | 2,641 (7.54) | 1,063 (6.45) | 1,578 (8.65) | χ2 = 31.91 | < 0.001 |
| Sleep duration, hours, Mean (S.E.) | 7.11 (0.01) | 7.12 (0.02) | 7.09 (0.02) | t = 1.74 | 0.085 |
BMI body mass index, GED general educational development
Fig. 2Multivariate logistic regression of trouble sleeping and depression for people with hypertension (Ref, reference; OR, odds ratio; CI, confidence interval; Model 1, unadjusted model; Model 2, adjustment for age and gender; Model 3, adjustment for age, gender, BMI, race, marital status, education, annual family income, alcohol drinking, smoking history, diabetes, stroke and sleep duration)
Interactive effect analysis of trouble sleeping and depression
| Trouble sleeping | Depression | Hypertension/Total (n) | Model 1 | Model 2 | Model 3 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | OR | 95% CI | ||||||
| 0 | 0 | 10,751/21,488 | Ref | Ref | Ref | ||||||
| 0 | 1 | 551/1,101 | 0.962 | 0.814–1.137 | 0.548 | 1.183 | 0.985–1.421 | 0.071 | 0.927 | 0.756–1.137 | 0.465 |
| 1 | 0 | 3,975/6,305 | 1.696 | 1.558–1.847 | < 0.001 | 1.437 | 1.300–1.589 | < 0.001 | 1.291 | 1.161–1.436 | < 0.001 |
| 1 | 1 | 1,028/1,540 | 2.120 | 1.800–2.496 | < 0.001 | 2.298 | 1.937–2.726 | < 0.001 | 1.746 | 1.454–2.098 | < 0.001 |
| RERI (95%CI) | 0.461 (0.099–0.823) | 0.678 (0.269–1.086) | 0.528 (0.182–0.873) | ||||||||
| AP (95%CI) | 0.217 (0.074–0.361) | 0.295 (0.155–0.435) | 0.302 (0.140–0.465) | ||||||||
| S (95%CI) | 1.700 (1.142–2.530) | 2.093 (1.359–3.222) | 3.413 (1.301–8.951) | ||||||||
Ref reference, RERI relative excess risk due to interaction, AP attributable proportion of interaction, S synergy index, OR odd ratio, CI confidence interval
Model1: unadjusted model
Model2: adjustment for age and gender
Model3: adjustment for age, gender, BMI, race, marital status, education, annual family income, alcohol drinking, smoking history, diabetes, stroke and sleep duration
Fig. 3Interaction between trouble sleeping and depression in Model 3 (Model 3: adjustment for age, gender, BMI, race, marital status, education, annual family income, alcohol drinking, smoking history, diabetes, stroke and sleep duration; bar graph: weighted percentage within each joint subgroup; dot plot: beta coefficient; error bars: 95% confidence intervals)
Interactive effect analysis of trouble sleeping and depression severity
| Trouble sleeping | Depression | Moderate depression | Moderately severe depression | Severe depression | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | OR | 95% CI | |||||
| 0 | 0 | Ref | Ref | Ref | ||||||
| 0 | 1 | 0.868 | 0.694–1.087 | 0.216 | 0.987 | 0.655–1.488 | 0.951 | 1.219 | 0.552–2.695 | 0.621 |
| 1 | 0 | 1.286 | 1.157–1.430 | < 0.001 | 1.287 | 1.157–1.433 | < 0.001 | 1.290 | 1.160–1.435 | < 0.001 |
| 1 | 1 | 1.769 | 1.444–2.167 | < 0.001 | 1.749 | 1.237–2.473 | < 0.001 | 1.576 | 1.046–2.372 | < 0.001 |
| RERI (95%CI) | 0.614 (0.214–1.014) | 0.474 (-0.216 – 1.164) | 0.066 (-1.016—1.148) | |||||||
| AP (95%CI) | 0.347 (0.172–0.523) | 0.271 (-0.056 – 0.598) | 0.042 (-0.638—0.722) | |||||||
| S (95%CI) | 4.969 (1.022–24.155) | 2.725 (0.520 – 14.291) | 1.129 (0.143 – 8.914) | |||||||
Reference (Ref.). Ref reference, RERI relative excess risk due to interaction, AP attributable proportion of interaction, S synergy index, OR odd ratio, CI confidence interval