Table 1 Characteristics of 12,526 NHANES participants according to NT-proBNP levels for the selected features.

From: Machine learning integration of multimodal data identifies key features of circulating NT-proBNP in people without cardiovascular diseases

Feature selected

Overall (n = 12,526)

Quartile of NT-proBNP (pg/ml)

Q1 (n = 3130)

Q2 (n = 3131)

Q3 (n = 3133)

Q4 (n = 3132)

NT-proBNP, pg/ml, mean (SD)

83.78 (148.99)

13.14 (4.35)

29.84 (5.60)

57.89 (11.97)

234.20 (239.59)

Log (NT-proBNP), mean (SD)

3.78 (1.05)

2.51 (0.37)

3.38 (0.19)

4.04 (0.21)

5.18 (0.66)

Age, years, mean (SD)

40.69 (21.60)

29.76 (14.50)

33.71 (17.21)

40.14 (20.05)

59.14 (21.18)

Gender, male, %

6,285 (50.2%)

2,282 (72.9%)

1,680 (53.7%)

1,231 (39.3%)

1,092 (34.9%)

Race/ethnicity, White, %

5,694 (45.5%)

1,005 (32.1%)

1,259 (40.2%)

1,540 (49.2%)

1,890 (60.3%)

BMI, Kg/m2, mean (SD)

26.32 (5.18)

26.23 (5.08)

26.24 (5.15)

26.18 (5.37)

26.64 (5.11)

Height, cm, mean (SD)

167.31 (10.21)

170.67 (10.01)

168.16 (10.26)

166.11 (9.82)

164.22 (9.58)

Systolic blood pressure, mmHg, mean (SD)

122.65 (20.71)

117.68 (13.15)

117.35 (15.49)

120.52 (19.26)

135.49 (26.94)

Physical activity level, Vigorous, %

3,589 (44.0%)

1,157 (51.7%)

1,049 (48.5%)

913 (43.0%)

470 (28.7%)

White blood cell count, 1000 cells/µL, mean (SD)

6.98 (2.30)

6.84 (1.97)

6.94 (2.08)

6.96 (2.01)

7.17 (2.96)

Lymphocyte number, 1000 cells/µL, mean (SD)

2.12 (1.25)

2.13 (0.63)

2.13 (0.80)

2.12 (0.81)

2.08 (2.13)

Red blood cell count, million cells/µL, mean (SD)

4.75 (0.49)

4.99 (0.47)

4.80 (0.46)

4.68 (0.45)

4.53 (0.46)

Hemoglobin, g/dL, mean (SD)

14.36 (1.45)

14.95 (1.41)

14.43 (1.44)

14.16 (1.39)

13.91 (1.35)

Calcium, mg/dL, mean (SD)

9.51 (0.38)

9.61 (0.36)

9.53 (0.37)

9.48 (0.37)

9.44 (0.40)

Iron, µg/dL, mean (SD)

88.43 (37.13)

92.89 (38.25)

88.43 (37.88)

88.16 (36.76)

84.23 (35.07)

Total protein, g/dL, mean (SD)

7.41 (0.47)

7.55 (0.44)

7.45 (0.45)

7.38 (0.45)

7.27 (0.50)

Total cholesterol, mg/dL, mean (SD)

190.25 (42.36)

185.49 (42.82)

185.87 (42.12)

189.45 (41.37)

200.18 (41.47)

Insulin, µU/mL, mean (SD)

12.28 (10.94)

13.70 (12.56)

12.47 (11.20)

11.89 (9.97)

10.86 (9.32)

Cancers, %

729 (7.9%)

42 (2.2%)

79 (3.7%)

184 (7.8%)

424 (14.8%)

Liver conditions, %

268 (2.9%)

47 (2.4%)

68 (3.2%)

62 (2.6%)

91 (3.2%)

Kidney conditions, %

169 (1.8%)

18 (0.9%)

21 (1.0%)

52 (2.2%)

78 (2.7%)