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Table 1 The demographic characteristics of the study participants were analyzed based on their ASCVD status in the NHANES dataset from 1999 to 2018

From: An interpretable machine learning model with demographic variables and dietary patterns for ASCVD identification: from U.S. NHANES 1999–2018

Characteristics

ASCVD

P value

ASCVD(n = 4189)

non-ASCVD

(n = 36109)

HEI1, total score, mean(SD)

53.757(13.318)

53.136(13.28)

0.004

 total vegetable

3.283(1.574)

3.272(1.503)

0.640

 green and bean

1.753(2.144)

1.932(2.172)

0.000

 total fruit

2.709(2.013)

2.506(2.01)

0.000

 whole fruit

2.85(2.177)

2.618(2.197)

0.000

 whole grain

2.977(3.294)

2.462(3.043)

0.000

 total dairy

4.808(3.192)

5.021(3.167)

0.000

 tot prot

4.452(1.033)

4.428(1.053)

0.167

 sea plant prot

2.629(2.203)

2.74(2.184)

0.002

 fatty acid

5.094(3.379)

5.06(3.359)

0.536

 sodium

4.184(3.435)

4.456(3.373)

0.000

 add sug

6.809(3.285)

6.504(3.335)

0.000

 refined grain

6.105(3.457)

5.915(3.486)

0.001

 sfat

6.103(3.281)

6.22(3.281)

0.026

Energy2, kcal, mean(SD)

3608.51(1555.138)

4156.73(1748.037)

0.000

Alcohol consumption, gm, mean(SD)

101.334(416.947)

179.1(573.37)

0.000

Coffee, gm, mean(SD)

364.325(512.788)

269.424(406.619)

0.000

Age, years, mean(SD)

66.873(12.805)

47.682(17.534)

0.000

Household_size3, mean(SD)

2.419(1.391)

3.171(1.645)

0.000

PIR4, mean(SD)

2.248(1.485)

2.614(1.629)

0.000

Smoke status (n,%)

  

0.000

 current smokers

825(19.7)

7319(20.3)

 

 former smokers

1766(42.2)

8590(23.8)

 

 never smokers

1598(38.1)

20,200(55.9)

 

Gender (n,%)

  

0.000

 female

1759(42.0)

19,383(53.7)

 

 male

2430(58.0)

16,726(46.3)

 

Citizenship (n,%)

  

0.000

 citizen by birth or naturalization

4019(95.9)

31,250(86.5)

 

 not a citizen of the US

170(4.1)

4859(13.5)

 

Educational attainment (n,%)

  

0.000

 < High school

1416(33.8)

8719(24.1)

 

 > High school

1691(40.4)

19,134(53.0)

 

 High school

1082(25.8)

8256(22.9)

 

Race-ethnicity (n,%)

   

 Mexican American

459(11.0)

6340(17.6)

 

 Black(non-hispanic)

830(19.8)

7438(20.6)

0.2337

 White(non-hispanic)

2464(58.8)

16,535(45.8)

0.000

 Other hispanic

235(5.6)

2795(7.7)

0.000

 Other race

201(4.8)

3001(8.3)

0.000

  1. Continuous variables are typically represented by means, while categorical variables are typically represented by proportions
  2. 1 The Healthy Eating Index−2015
  3. 2Energy intake for two days
  4. 3Total number of people in the household
  5. 4Ratio of family income to poverty