Table 1 Baseline clinical features and pregnancy outcomes of the study population.

From: Development of early prediction model for pregnancy-associated hypertension with graph-based semi-supervised learning

Characteristics

Pregnancy-associated HTN (−) (n = 1314)

Pregnancy-associated HTN ( +) (n = 33)

P-value

Baseline characteristics

Maternal age (years)

32.3 ± 4.0

33.0 ± 4.7

0.518

Nulliparity

671 (51.1%)

21 (63.6%)

0.211

Risk factors in clinical guidelines

 (1) High risk by the presence of either high- or moderate-risk factors

188 (14.3%)

14 (42.4%)

 < 0.001

 (2) High risk by the presence of one or more high-risk factors

27 (2.1%)

9 (27.3%)

 < 0.001

  a. Previous history of preeclampsia

8 (0.6%)

4 (12.1%)

 < 0.001

  b. Chronic hypertension

7 (0.5%)

4 (12.1%)

 < 0.001

  c. Pregestational diabetes

15 (1.1%)

2 (6.1%)

0.063

  d. Renal disease

2 (0.2%)

0 (0.0%)

1.000

  e. Autoimmune disease

1 (0.1%)

0 (0.0%)

1.000

 (3) High risk by the presence of two or more moderate-risk factors

166 (12.6%)

9 (27.3%)

0.030

  a. First pregnancy

671 (51.1%)

21 (63.6%)

0.211

  b. Old age (≥ 35 year)

385 (29.3%)

12 (36.4%)

0.493

  c. Obesity (BMI > 30 kg/m2)

70 (5.3%)

6 (18.2%)

0.003

  d. African race

0 (0%)

0 (0%)

(−)

Pregnancy outcome

Gestational age at delivery (weeks)

39.0 ± 1.3

36.3 ± 3.0

 < 0.001

Gestational diabetes

72 (5.7%)

6 (20.0%)

0.007

Birthweight at delivery (kg)

3.2 ± 0.4

2.6 ± 0.8

 < 0.001

Infant sex (male)

675 (51.4%)

17 (51.5%)

1.000

Infant admission to NICU

53 (4.0%)

9 (27.3%)

 < 0.001

  1. Data are presented as proportion (%) or mean standard ± deviation.
  2. BMI body mass index, HTN hypertension, NICU neonatal intensive care unit.