Overall, 729 singleton deliveries were included in the study, including 677 pregnancies without HDP and 62 pregnancies with HDP. The overall rate of HDP was 8.5%. Table 1 shows the background characteristics of the non-HDP and HDP groups. The mean body mass index was higher in the HDP group than in the non-HDP group (24.6 ± 3.6 vs. 26.4 ± 4.6, p = 0.001). There were more nulliparous women in the HDP group (p = 0.001). These confounding factors were not included in the study due to the small number of cases with a history of smoking and alcohol consumption. With regard to the causes of infertility, the proportions of diminished ovarian reserve were higher in the HDP group than in the non-HDP group (p = 0.007). The category “others” included embryo freezing due to maternal disease, social or medical oocyte freezing, preimplantation genetic testing for monogenic diseases, chromosomal structural rearrangements, and aneuploidies. Concerning the protocols of FET, there were more HRC in the HDP group than in the non-HDP group (p = 0.004).
Table 1
Maternal and treatment characteristics of non-HDP and HDP
|
Non-HDP (N = 667)
|
HDP (N = 62)
|
P-value
|
Maternal age, years
|
36.2 ± 4.1
|
37.0 ± 5.1
|
0.146
|
Maternal BMI (kg/m2)
|
24.6 ± 3.6
|
26.4 ± 4.6
|
0.001
|
Smoking
|
2
|
0
|
NA
|
Alcohol drinking
|
0
|
0
|
NA
|
Aspirin during pregnancy
|
65 (9.7%)
|
7 (11.3%)
|
0.696
|
Parity
|
|
|
0.001
|
Nulliparity
|
441 (66.1%)
|
54 (87.1%)
|
|
Multiparity
|
226 (33.9%)
|
8 (12.9%)
|
|
Gestational age at birth
|
38.2 ± 2.1
|
36.9 ± 2.3
|
0.001
|
Embryo stage at transfer
|
|
|
0.075
|
Cleavage
|
215 (32.2%)
|
23 (37.1%)
|
|
Blastocyst
|
452 (67.8%)
|
39 (62.9%)
|
|
Type of cryopreservation
|
|
|
0.840
|
Slow freezing
|
70 (10.5%)
|
6 (9.7%)
|
|
Vitrification
|
597 (89.5%)
|
56 (90.3%)
|
|
Cause of infertility
|
|
|
|
Anovulation
|
105 (15.7%)
|
10 (16.1%)
|
0.936
|
Tubal factor
|
122 (18.3%)
|
11 (17.7%)
|
0.915
|
Male factor
|
266 (39.9%)
|
18 (29.0%)
|
0.094
|
Uterine factor
|
40 (6.0%)
|
4 (6.5%)
|
0.886
|
Endometriosis
|
37 (5.5%)
|
1 (1.6%)
|
0.182
|
DOR
|
155 (23.2%)
|
24 (38.7%)
|
0.007
|
Unexplained
|
73 (10.9%)
|
2 (3.2%)
|
0.056
|
Others
|
64 (9.6%)
|
12 (19.4%)
|
0.094
|
Fertilization methods
|
|
|
0.398
|
IVF
|
95 (14.2%)
|
5 (8.1%)
|
|
ICSI
|
435 (65.2%)
|
43 (69.3%)
|
|
Both IVF & ICSI
|
137 (20.6%)
|
14 (22.6%)
|
|
Protocol of FET
|
|
|
0.004
|
Natural cycle
|
216 (32.4%)
|
9 (14.5%)
|
|
Hormone replacement cycle
|
451 (67.6%)
|
53 (85.5%)
|
|
Estrogen level (pg/ml)
|
|
|
|
E2 levels at 3rd GW
|
337.9 ± 259.6
|
377.7 ± 210.0
|
0.261
|
E2 levels at 4th GW
|
393.4 ± 235.7
|
479.0 ± 261.2
|
0.007
|
E2 levels at 5th GW
|
492.0 ± 274.5
|
563.9 ± 263.0
|
0.015
|
Endometrial thickness (mm)
|
10.4 ± 2.5
|
10.5 ± 2.2
|
0.729
|
*The number in the analysis was 697 due to missing estrogen data. |
ART, assisted reproductive technology; BMI, body mass index; DOR, diminished ovarian reserve; FET, frozen embryo transfer; GW, gestational week; HDP, hypertensive disorders of pregnancy; ICSI, intracytoplasmic sperm injection; IVF, in vitro fertilization; NA, not applicable |
The E2 levels at the fourth (393.4 ± 235.7 vs. 479.0 ± 261.2 pg/mL, p = 0.007) and fifth gestational weeks (492.0 ± 274.5 vs. 563.9 ± 263.0 pg/mL, p = 0.015) were significantly different between the non-HDP and HDP groups, but not significantly different at the third gestational week (337.9 ± 259.6 vs 377.7 ± 210.0, p = 0.261).
Table 2 presents the analysis of the risk of HDP based on serum E2 levels. The multivariable logistic regression revealed that increases in E2 levels (per 100 pg/mL) at the fourth and fifth gestational weeks were associated with an increased rate of HDP (adjusted odds ratio (aOR), 1.15; 95% confidence interval [CI], 1.04–1.28 and aOR, 1.10; 95% CI, 1.01–1.20, respectively) after the adjustment for age, body mass index, parity, endometrial thickness, polycystic ovary syndrome, with or without aspirin use, stage at embryo transfer, type of cryopreservation, and fertilization methods. Multivariable logistic regression using GEE showed that the risk of HDP increased by 12% (p = 0.006) for each unit (100 pg/mL) increase in E2 levels at the fourth to fifth gestational weeks after the adjustment of confounders.
Table 2
Multivariable logistic regression and generalized estimating equations (GEEs) models analyses of the risk of HDP according to serum estrogen levels (pg/ml).
|
Adjusted OR* (95%CI)
|
P-value
|
E2 levels at 3rd GW
|
1.08 (0.98–1.19)
|
0.140
|
E2 levels at 4th GW
|
1.15 (1.04–1.28)
|
0.006
|
E2 levels at 5th GW
|
1.10 (1.01–1.20)
|
0.035
|
E2 levels at 4-5th GW$
|
1.12 (1.03–1.21)
|
0.006
|
*$Adjust for age, BMI, parity, endometrial thickness, PCOS, aspirin use, embryo stage at transfer, type of cryopreservation, Fertilization methods |
$ GEE models have been used as they allow adjustment of within-individual correlation. |
E2 (pg/ml) multiplied by 0.01 were used in the analyses of logistic regression and GEE models. |
BMI, body mass index; CI, confidence interval; E2, estrogen; GW, gestational week; HDP, hypertensive disorders of pregnancy; OR, odds ratio; PCOS, polycystic ovary syndrome; |
Following subanalysis stratified using different FET protocols (Table 3 and Fig. 1), there was a statistically significant increase in the rate of HDP with increasing E2 level quartile at the fourth and fifth gestational weeks after FET-HRC (P-trend = 0.021 and 0.014, respectively), but there was no difference after FET-NC (P-trend = 0.583 and 0.246, respectively).
Table 3
Rate of HDP by E2 levels quartile after different FET protocols
|
E2 levels
0-25th
|
E2 levels
25th − 50th
|
E2 levels
50th -75th
|
E2 levels
75th -100th
|
P trend
|
FET 4W
HDP, n (%)
|
11 (6.1%)
|
12 (6.6%)
|
13 (7.1%)
|
26 (14.1%)
|
0.008
|
FET, 5W
HDP, n (%)
|
13 (7.2%)
|
9 (5.0%)
|
18 (9.8%)
|
22 (12.0%)
|
0.038
|
FET-NC, 4W
HDP, n (%)
|
3 (5.7%)
|
2 (3.5%)
|
2 (3.5%)
|
2 (3.4%)
|
0.583
|
FET-NC, 5W
HDP, n (%)
|
2 (3.8%)
|
4 (7.0%)
|
3 (5.3%)
|
0 (0%)
|
0.246
|
FET-HRC, 4W
HDP, n (%)
|
9 (7.3%)
|
10 (7.9%)
|
14 (11.1%)
|
20 (15.6%)
|
0.021
|
FET-HRC, 5W
HDP, n (%)
|
9 (7.3%)
|
8 (6.3%)
|
17 (13.6%)
|
19 (14.8%)
|
0.014
|
E2, estrogen; FET-HRC, frozen embryo transfer hormone replacement cycles; FET-NC, frozen embryo transfer natural cycles; HDP, hypertensive disorders of pregnancy |