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Table 3 Association of eating food away from home with NCD markers (CVD biomarkers) (n = 17)

From: Pooled prevalence of food away from home (FAFH) and associated non-communicable disease (NCD) markers: a systematic review and meta-analysis

No

Study

Country

Participants

Baseline characteristics

Exposure

Outcome

Findings

1

Kant and Graubard [29]

USA

Men and women above 40 years age

33% respondents reported eating ⩾ 3 restaurant prepared meals/week

Weekly frequency of eating foods prepared at restaurants

All-cause and coronary heart disease, cerebrovascular disease and diabetes (cardiometabolic) mortality and cardiometabolic biomarkers

In this study, the risks of mortality from all-causes or cardiometabolic diseases and frequency of eating restaurant prepared meals were unrelated

2

Du et al. [32]

USA

Men and women above 20 years age

3.4% ate away from home ⩾ 2 times a day

Weekly frequency of eating foods away from home

Mortality status (cardiovascular and cancer deaths)

Frequent consumption of meals prepared away from home is significantly associated with increased risk of all-cause mortality. The association of eating meals prepared away from home with cardiovascular mortality and cancer mortality warrants additional investigation

3

Odegaard et al. [11]

Singapore

45–74-year-old men and women

5.6% had presence of diabetes mellitus

Frequency of eating foods away from home

CHD mortality and incident type 2 diabetes mellitus

Western-style fast-food intake is associated with increased risk of developing type 2 diabetes mellitus and of coronary heart disease mortality in an Eastern (Chinese Singaporean) population

4

Wang et al. [45]

China

18–79-year-old men and women

9% had presence of type 2 diabetes

Frequency of eating foods away from home

Type 2 diabetes

An excessive frequency of AFHs was likely to increase the prevalence of T2DM. Meanwhile, BMI partially mediates the effects of the frequency of AFHs on T2DM

5

Cahill et al. [24]

USA

40–75-year-old men and 30–55-year-old women

14.0% and 3.5% of women and 22.6% and 7.4% men reported fried-food consumption 4–6 and ⩾ 7 times/wk., respectively

Frequency of eating foods away from home

Type 2 diabetes and coronary artery disease

Frequent fried-food consumption was significantly associated with risk of incident T2D and CAD (coronary artery disease). These associations were mediated in part by BMI, hypertension, and hypercholesterolemia

6

Choi et al. [30]

South Korea

20–69-year-old men and women

61% ate away from home ⩾ 3 times per week

Frequency of eating foods away from home

BMI, total cholesterol, serum glucose, and insulin

When all confounding factors had been adjusted, the risk of hyperglycemia was significantly lower in participants who rarely dined out compared to participants who dined out one or two times a week. Hence, the frequency of dining out can be related to diabetes risk

7

Buscemi et al. [23]

Italy

18–90-year-old men and women

20% had presence of carotid atherosclerosis

Frequency of eating foods away from home

Carotid intima-media thickness (carotid atherosclerosis), fasting glucose, total cholesterol, HDL cholesterol (HDL-c), triglycerides, uric acid and creatinine concentrations, and blood pressure

Age, gender distribution, BMI and prevalence of hypertension were not significantly different among the three groups, nor was the prevalence of clinically silent carotid atherosclerosis (p = 0.85) and the c-IMT (p = 0.16). In conclusion, this study shows that saturated fat consumption has no significant impact on carotid atherosclerosis in participants with no history of cardiovascular disease or diabetes

8

Demmler et al. [27]

Kenya

Men and women above 19 years age

15% had presence of pre-diabetes

Frequency of eating foods away from home

BMI, blood pressure, and fasting blood glucose

This study suggests that buying food in supermarkets increases BMI, fasting blood glucose, and the probability of being overweight/obese, pre-diabetic, and suffering from the metabolic syndrome

9

Payab et al. [38]

Iran

6–18-year-old boys and girls

9.75% overall obesity, 7% overweight, 12.5% obese

Weekly frequency of junk food consumption

BMI, WC, and blood pressure

This study showed significant association between consumption of sweets and both general and abdominal obesity. There was no significant association between sweets consumption, sweetened beverages intake, junk foods (fast foods and salty snacks) and hypertension

10

Fulkerson et al. [22]

USA

11–16-year-old adolescents and their parents

65% ate away from home 3 to 6 times per week

25.6% Overweight/Obese among adolescents and 56.3% among parents

Weekly frequency of eating foods away from home

Chronic Disease biomarkers (percent body fat; cholesterol, HDL cholesterol, LDL cholesterol, triglycerides, glucose, insulin, and blood pressure)

Study findings indicate that the odds of overweight/obesity are considerably greater when families report at least one weekly away-from-home dinner purchase. Mean percent body fat and CVD biomarkers (Mean percent body fat, metabolic risk cluster z-scores, and insulin levels) are also considerably greater with weekly purchases of family dinner from fast-food restaurants and takeout sources

11

Smith et al. [37]

Australia

26–36-year-old men and women

39.1% of men and 20.0% of women consumed takeaway food twice a week or more

Weekly frequency of takeaway food consumption

Cardiometabolic risk factors (blood pressure, triglycerides, total cholesterol, HDL cholesterol, LDL cholesterol, and glucose)

Consuming takeaway food at least twice a week was associated with cardiometabolic risk factors in women but less so, in men. The effect of takeaway food consumption was attenuated when adjusted for obesity

12

Kant et al. [25]

USA

Men and women above 20 years age

50% of adults reported ⩾ 3 AFH and 35% reported ⩾ 2 fast-food meals/week

Weekly frequency of eating foods away from home

Metabolic biomarkers (BMI, serum cholesterol, triglycerides, glycohemoglobin, and fasting glucose

Reporters of frequent AFH and fast-food meals had higher BMI and lower concentrations of HDL cholesterol; however, profiles of other biomarkers did not indicate higher metabolic risk. However, the serum concentrations of nutrients with mostly plant foods as sources declined with increasing AFH meal frequency

13

Dong et al. [28]

China

7–17-year-old children and their parents

43% ate away from home ⩾ 1 times per day

Frequency of eating foods away from home

Cardiometabolic disease (CMD) risk factors (blood pressure, glycated hemoglobin, and C-reactive protein)

Away-from-home eating was related to a higher WHtR in children but a lower WHtR in parents, likely due to different food choices and responses to urbanization between 2 generations in China

14

Wang et al. [31]

China

Men and women above 18 years age

18% ate away from home > 0 to ⩾ 3 times in last 3 days

Frequency of eating foods away from home

BMI, WC, blood pressure, serum HDL cholesterol, serum TGs levels, and fasting plasma glucose

Middle-aged males were prone to get MetS when eating out frequently, while young females were more likely to reduce their risk of getting MetS when eating out very often. In particular, EAFH was associated with a lower risk of getting high serum triglycerides (TGs), abdominal adiposity, elevated blood pressure, and impaired fasting blood glucose for young females, while higher risk of high serum TGs, abdominal adiposity, elevated blood pressure, and impaired fasting blood glucose for middle-aged males (all p < 0.05)

15

Liu et al. [44]

China

Men and women above 18 years age

18% ate away from home ⩾ 1 times in a given day

The prevalence of HU is 15.4% in the total population (11.0% for female and 20.4% for male)

Frequency of eating foods away from home

Hyperuricemia (high serum uric acid levels)

In this study, we found that EAFH is associated with HU in China. After adjusting confounding factors and sensitivity analysis, the correlation still exists. Stratified by age, gender, and BMI, we further found one more important result: obesity (BMI ≥ 24), male, and middle-aged people who eat out are at higher risks of HU. In conclusion, EAFH is positively associated with the prevalence of HU

16

Chen et al. [46]

China

Men and women above 18 years age

The frequency of EAFH was 19.9%. The proportion of high serum uric acid was 26.4% in the total sample, 32.5% in men, and 21.2% in women

Frequency of eating foods away from home

Hyperuricemia (high serum uric acid levels)

The current study suggested a 1.27-fold OR of high serum uric acid in adults who had a habit of EAFH, compared with those without EAFH. A positive association was found in men, but not in women. Adults eating out during breakfast or at a restaurant were inclined to be associated with an increased OR of high serum uric acid. This study found that EAFH was associated with an increased odds ratio of high serum uric acid in men, but not in women

17

Cui et al. [34]

China

18–79-year-old men and women

The frequency of FAFH was 12%. The proportion of high serum uric acid was 12% in the total sample

Frequency of eating foods away from home

Hyperuricemia (high serum uric acid levels)

Our findings indicated that eating out was associated with increased SUA levels and elevated hyperuricemia risk in rural China, especially in males. Moreover, the relationship was partly mediated by BMI