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Table 4 Multivariable Cox proportional hazards regression analysis using epidemiological variables and genome-wide polygenic risk score (gPRS) Z-scores in relation the incidence of metabolic syndrome

From: Prediction of metabolic syndrome using machine learning approaches based on genetic and nutritional factors: a 14-year prospective-based cohort study

Variable

HR (95% CI)

p-value

gPRS Z-score

6.798 (6.282 ‒ 7.357)

< 0.001

Gender

 

< 0.001

 Men

Ref.

 

 Women

1.546 (1.254 ‒ 1.907)

< 0.001

Age (years)

1.017 (1.008 ‒ 1.025)

< 0.001

Alcohol intake (g/day)

1.002 (0.999 ‒ 1.004)

0.230

Total energy intake (kcal/1000)

1.090 (1.004 ‒ 1.184)

0.039

Marital Status

 

0.553

 Other

Ref.

 

 Married

0.944 (0.780 ‒ 1.142)

0.553

Education status

 

0.668

 ≤Elementary school

Ref.

 

 Middle, high school graduate

1.038 (0.904 ‒ 1.191)

0.599

 ≥College

1.094 (0.899 ‒ 1.332)

0.369

Income status

 

0.739

 <₩1,500,000

Ref.

 

 ₩1,500,000-₩3,000,000

0.964 (0.842 ‒ 1.105)

0.603

 ₩≥3,000,000

0.939 (0.797 ‒ 1.105)

0.446

Smoking status

 

0.010

 Never

Ref.

 

 Past

1.033 (0.846 ‒ 1.261)

0.752

 Current

1.266 (1.059 ‒ 1.514)

0.010

Dried laver intake

 

0.074

 Tertile 1

Ref.

 

 Tertile 2

0.865 (0.747 ‒ 1.002)

0.053

 Tertile 3

0.861 (0.750 ‒ 0.988)

0.033

Body mass index (kg/m2)

1.083 (1.061 ‒ 1.106)

< 0.001

HbA1C (%)

1.160 (1.089 ‒ 1.236)

< 0.001

Previous history of hypertension

 

0.012

 No

Ref.

 

 Yes

1.227 (1.047 ‒ 1.440)

0.012

Red blood cell (106/µL)

1.295 (1.100 ‒ 1.525)

0.002

Fasting insulin (µIU/ml)

0.993 (0.980 ‒ 1.006)

0.264

Average sleep duration (hours/day)

1.016 (0.974 ‒ 1.059)

0.456

Alanine Aminotransferase (IU/L)

0.999 (0.998 ‒ 1.000)

0.182

White blood cell (103/µL)

1.055 (1.023 ‒ 1.089)

< 0.001

Blood urea nitrogen (mg/dL)

1.017 (1.001 ‒ 1.033)

0.035

C-Reactive Protein (mg/dL)

1.033 (0.911 ‒ 1.172)

0.614

Albumin (g/dL)

1.175 (0.982 ‒ 1.406)

0.077

  1. Genome-wide polygenic risk score (gPRS) Z-score based on p-value < 1.0.