| Literature DB >> 34877825 |
Sun Young Shim1,2, Hyeon Chang Kim2,3, Jee-Seon Shim2,4.
Abstract
BACKGROUND AND OBJECTIVES: There is growing evidence supporting the association between ultra-processed food (UPF) consumption and metabolic disease risk. However, little is known about the association between UPF consumption and blood pressure (BP). Thus, this study examined the association between UPF consumption and elevated BP in Korean adults.Entities:
Keywords: Blood pressure; Food processing; Hypertension
Year: 2021 PMID: 34877825 PMCID: PMC8738716 DOI: 10.4070/kcj.2021.0228
Source DB: PubMed Journal: Korean Circ J ISSN: 1738-5520 Impact factor: 3.243
Baseline characteristics of the study participants according to dietary energy contribution of ultra-processed food
| Characteristics | Total (n=9,188) | Energy contribution of UPF | p value* | ||
|---|---|---|---|---|---|
| T1 | T2 | T3 | |||
| UPF consumption (% of total energy intake) | 23.6±17.2 | 6.9±3.8 | 20.3±4.4 | 43.6±12.8 | <0.001 |
| Age (years) | 50.5±13.3 | 54.7±12.6 | 50.3±12.3 | 46.6±11.5 | <0.001 |
| Male | 3,695 (40.2) | 1,117 (36.5) | 1,252 (40.9) | 1,326 (43.2) | <0.001 |
| High income† | 4,739 (51.6) | 1,534 (50.2) | 1,623 (53.0) | 1,582 (51.6) | 0.082 |
| Region (urban) | 6,382 (69.5) | 2,054 (67.2) | 2,128 (69.5) | 2,200 (71.7) | 0.001 |
| Current smoker | 1,587 (17.3) | 395 (12.9) | 487 (15.9) | 705 (23.0) | <0.001 |
| Regular physical activity | 4,046 (44.0) | 1,310 (42.8) | 1,390 (45.4) | 1,346 (43.9) | 0.126 |
| Body mass index (kg/m2) | 23.6±3.4 | 23.6±3.4 | 23.5±3.3 | 23.8±3.5 | 0.002 |
| History of diseases‡ | 1,573 (17.1) | 671 (21.9) | 517 (16.9) | 385 (12.6) | <0.001 |
| >12 years of education | 4,081 (44.4) | 1,060 (34.7) | 1,439 (47.0) | 1,582 (51.6) | <0.001 |
| Total energy intake (kcal/day) | 1,983.9±877.9 | 1,806.7±758.1 | 1,987.7±829.6 | 2,156.8±993.7 | <0.001 |
| Korean Healthy Eating Index (score) | 64.6±13.3 | 67.3±12.5 | 66.5±13.0 | 60.0±13.2 | <0.001 |
Values are presented as mean±standard deviation or number (%).
*Analysis of variance or χ2 test where appropriate; †More than the median of income of total participants; ‡Having any one of the following: dyslipidemia, stroke, myocardial infarction, angina pectoris, diabetes, and kidney failure.
Association of energy contribution of ultra-processed food and potential confounders with elevated blood pressure
| Variables | Total No. | No (%) of elevated BP | Unadjusted | Model 1 | Model 2 | ||||
|---|---|---|---|---|---|---|---|---|---|
| OR (95% CI) | p value | OR (95% CI) | p value | OR (95% CI) | p value | ||||
| UPF consumption | |||||||||
| T1 | 3,059 | 1,442 (47.1) | 1.00 | 1.00 | 1.00 | ||||
| T2 | 3,062 | 1,345 (43.9) | 0.88 (0.79–0.97) | 0.012 | 1.02 (0.92–1.14) | 0.691 | 1.02 (0.92–1.14) | 0.697 | |
| T3 | 3,067 | 1,412 (46.0) | 0.96 (0.87–1.06) | 0.386 | 1.25 (1.11–1.40) | <0.001 | 1.22 (1.09–1.37) | 0.001 | |
| Age | |||||||||
| per 10 years | 1.46 (1.40–1.54) | <0.001 | 1.48 (1.41–1.56) | <0.001 | |||||
| Sex | |||||||||
| Female | 5,493 | 2,081 (37.9) | 1.00 | 1.00 | |||||
| Male | 3,695 | 2,118 (57.3) | 2.02 (1.77–2.31) | <0.001 | 2.01 (1.75–2.30) | <0.001 | |||
| Body mass index | |||||||||
| per 1 kg/m2 | 1.15 (1.13–1.16) | <0.001 | 1.15 (1.13–1.16) | <0.001 | |||||
| Income | |||||||||
| Lower median | 4,449 | 2,073 (46.6) | 1.00 | 1.00 | |||||
| Upper median | 4,739 | 2,126 (44.9) | 0.98 (0.90–1.08) | 0.696 | 0.99 (0.90–1.09) | 0.809 | |||
| Education level | |||||||||
| ≤6 years | 1,315 | 813 (61.8) | 1.00 | 1.00 | |||||
| 7–12 years | 3,792 | 1,792 (47.3) | 0.80 (0.69–0.93) | 0.004 | 0.82 (0.71–0.95) | 0.009 | |||
| >12 years | 4,081 | 1,594 (39.1) | 0.73 (0.61–0.87) | <0.001 | 0.75 (0.63–0.89) | 0.001 | |||
| Occupation | |||||||||
| White | 2,715 | 1,101 (40.6) | 1.00 | 1.00 | |||||
| Pink | 1,228 | 554 (45.1) | 1.01 (0.86–1.17) | 0.947 | 1.00 (0.86–1.17) | 0.974 | |||
| Blue | 2,218 | 1,224 (55.2) | 1.08 (0.94–1.24) | 0.272 | 1.08 (0.94–1.24) | 0.273 | |||
| Others | 3,027 | 1,320 (43.6) | 0.87 (0.76–0.99) | 0.031 | 0.87 (0.76–0.99) | 0.031 | |||
| Region | |||||||||
| Rural | 2,806 | 1,324 (47.2) | 1.00 | 1.00 | |||||
| Urban | 6,382 | 2,875 (45.1) | 1.08 (0.98–1.19) | 0.114 | 1.09 (0.99–1.20) | 0.097 | |||
| Smoking status | |||||||||
| Nonsmoker | 5,705 | 2,331 (40.9) | 1.00 | 1.00 | |||||
| Ex-smoker | 1,896 | 1,043 (55.0) | 0.95 (0.83–1.10) | 0.506 | 0.94 (0.82–1.09) | 0.414 | |||
| Current smoker | 1,587 | 825 (52.0) | 0.96 (0.83–1.12) | 0.604 | 0.94 (0.81–1.09) | 0.400 | |||
| Exercise | |||||||||
| No | 5,142 | 2,359 (45.9) | 1.00 | 1.00 | |||||
| Yes | 4,046 | 1,840 (45.5) | 1.05 (0.96–1.15) | 0.257 | 1.06 (0.97–1.16) | 0.213 | |||
| Total energy intake | |||||||||
| per 100 kcal/day | 1.00 (0.99–1.00) | 0.637 | 1.00 (0.99–1.01) | 0.890 | |||||
| History of disease | |||||||||
| No | 7,615 | 3,339 (43.9) | 1.00 | 1.00 | |||||
| Yes | 1,573 | 860 (54.7) | 0.94 (0.83–1.06) | 0.283 | 0.94 (0.83–1.06) | 0.323 | |||
| KHEI | |||||||||
| per 1 SD | 0.95 (0.90–0.99) | 0.026 | |||||||
All variables whose values appear in each column were included in the statistical model for that column.
BP = blood pressure; CI = confidence interval; KHEI = Korean Health Eating Index; OR = odds ratio; SD = standard deviation.
Figure 1Multiple linear regression curves on the association between energy contribution of ultra-processed food and blood pressure.
Shaded areas represent 95% confidence intervals. Fully adjusted for age, body mass index, income (lower median/upper median), education level (≤6 years, 7–12 years, >12 years), occupation (white, pink, blue, and others), region (rural, urban), smoking status (never, ex-, current), exercise (yes, no), total energy intake, history of disease (at least one of dyslipidemia, stroke, myocardial infarction, angina pectoris, diabetes, and kidney failure), and Korean Health Eating Index.
Associations between energy contribution of ultra-processed food and elevated blood pressure according to subgroup
| Subgroup | Total No. | No. (%) of elevated BP | Ultra-processed food consumption (% of total energy intake) | |||
|---|---|---|---|---|---|---|
| T1 | T2 | T3 | p for trend | |||
| OR | OR (95% CI) | OR (95% CI) | ||||
| Overall | 9,188 | 4,199 (45.7) | 1.00 | 1.02 (0.92–1.14) | 1.22 (1.09–1.37) | 0.001 |
| Male | 3,695 | 2,118 (57.3) | 1.00 | 0.88 (0.74–1.04) | 1.10 (0.92–1.32) | 0.296 |
| Female | 5,493 | 2,081 (37.9) | 1.00 | 1.07 (0.93–1.24) | 1.26 (1.08–1.46) | 0.004 |
| 30–49 years | 4,685 | 1,683 (35.9) | 1.00 | 0.98 (0.82–1.17) | 1.20 (1.01–1.43) | 0.021 |
| 50–79 years | 4,503 | 2,516 (55.9) | 1.00 | 1.06 (0.92–1.22) | 1.24 (1.06–1.46) | 0.011 |
| Non-, ex-smokers | 7,601 | 3,374 (44.4) | 1.00 | 1.03 (0.92–1.16) | 1.22 (1.07–1.38) | 0.003 |
| Current smokers | 1,587 | 825 (52.0) | 1.00 | 1.05 (0.79–1.40) | 1.29 (0.98–1.70) | 0.053 |
| Normal body weight (<25 kg/m2) | 6,348 | 2,488 (39.2) | 1.00 | 1.02 (0.89–1.16) | 1.15 (1.00–1.33) | 0.052 |
| Obesity (≥25 kg/m2) | 2,840 | 1,711 (60.3) | 1.00 | 1.06 (0.87–1.29) | 1.38 (1.13–1.69) | 0.002 |
| Low KHEI (<64.6) | 4,368 | 2,019 (46.2) | 1.00 | 0.95 (0.80–1.13) | 1.21 (1.02–1.42) | 0.015 |
| High KHEI (≥64.6) | 4,820 | 2,180 (45.2) | 1.00 | 1.07 (0.93–1.23) | 1.20 (1.02–1.42) | 0.029 |
The ORs (95% CI) of subgroup analyses according to sex, smoking status, and body mass index were adjusted for all other factors, not involving the subgroup.
The ORs (95% CI) of subgroup analyses according to age and KHEI score were adjusted for all other factors involving the subgroup.
Fully adjusted for age, sex, body mass index, income (lower median/upper median), education level (≤6 years, 7–12 years, >12 years), occupation (white, pink, blue, and others), region (rural, urban), smoking status (nonsmoker, ex-smoker, current smoker), exercise (yes, no), total energy intake, history of disease (at least one of dyslipidemia, stroke, myocardial infarction, angina pectoris, diabetes, and kidney failure), and KHEI.
BP = blood pressure; CI = confidence interval; KHEI = Korean Health Eating Index; OR = odds ratio.
Subgroup associations between energy contribution of ultra-processed food and elevated blood pressure by sex
| Subgroup | Total No. | No. (%) of elevated BP | Ultra-processed food consumption (% of total energy intake) | ||||
|---|---|---|---|---|---|---|---|
| T1 | T2 | T3 | p for trend | ||||
| OR | OR (95% CI) | OR (95% CI) | |||||
| Male | |||||||
| 30–49 years | 1,867 | 1,018 (54.5) | 1.00 | 0.89 (0.68–1.15) | 1.09 (0.84–1.41) | 0.375 | |
| 50–79 years | 1,828 | 1,100 (60.2) | 1.00 | 0.90 (0.72–1.12) | 1.15 (0.88–1.49) | 0.480 | |
| Non-, ex-smokers | 2,371 | 1,380 (58.2) | 1.00 | 0.79 (0.64–0.97) | 1.00 (0.80–1.26) | 0.861 | |
| Current smokers | 1,324 | 738 (55.7) | 1.00 | 1.15 (0.85–1.55) | 1.38 (1.03–1.86) | 0.030 | |
| Normal body weight (<25 kg/m2) | 2,276 | 1,142 (50.2) | 1.00 | 0.84 (0.69–1.04) | 1.00 (0.80–1.26) | 0.979 | |
| Obesity (≥25 kg/m2) | 1,419 | 976 (68.8) | 1.00 | 1.04 (0.78–1.38) | 1.35 (1.00–1.82) | 0.051 | |
| Low KHEI (<64.6) | 1,975 | 1,142 (57.8) | 1.00 | 0.91 (0.71–1.16) | 1.16 (0.91–1.49) | 0.159 | |
| High KHEI (≥64.6) | 1,720 | 976 (56.7) | 1.00 | 0.85 (0.68–1.07) | 1.03 (0.79–1.35) | 0.980 | |
| Female | |||||||
| 30–49 years | 2,818 | 665 (23.6) | 1.00 | 1.07 (0.84–1.37) | 1.34 (1.06–1.70) | 0.011 | |
| 50–79 years | 2,675 | 1,416 (52.9) | 1.00 | 1.09 (0.91–1.31) | 1.20 (0.98–1.47) | 0.083 | |
| Premenopause | 2,894 | 724 (25.0) | 1.00 | 1.14 (0.89–1.45) | 1.46 (1.15–1.84) | 0.001 | |
| Postmenopause | 2,521 | 1,319 (52.3) | 1.00 | 1.05 (0.87–1.27) | 1.12 (0.91–1.38) | 0.286 | |
| Normal body weight (<25 kg/m2) | 4,072 | 1,346 (33.1) | 1.00 | 1.09 (0.92–1.30) | 1.19 (0.99–1.43) | 0.058 | |
| Obesity (≥25 kg/m2) | 1,421 | 735 (51.7) | 1.00 | 1.05 (0.80–1.37) | 1.42 (1.08–1.87) | 0.014 | |
| Low KHEI (<64.6) | 2,393 | 877 (36.7) | 1.00 | 0.99 (0.78–1.27) | 1.27 (1.01–1.59) | 0.034 | |
| High KHEI (≥64.6) | 3,100 | 1,204 (38.8) | 1.00 | 1.12 (0.93–1.35) | 1.24 (1.01–1.53) | 0.041 | |
ORs (95% CI) of subgroup analyses according to smoking status, body mass index, and menopausal status were adjusted for all other factors not involving the subgroup.
ORs (95% CI) of subgroup analyses according to age and KHEI score were adjusted for all other factors, involving the subgroup.
Fully adjusted for age, body mass index, income (lower median/upper median), education level (≤6 years, 7–12 years
BP = blood pressure; CI = confidence interval; KHEI = Korean Health Eating Index; OR = odds ratio.