OBJECTIVE:
The prediction and prevention of hypertensive disorders of pregnancy (HDP) is of paramount importance for the reduction of adverse perinatal outcomes. Prenatal care involves the routine, serial measurement of maternal blood pressures (BPs) in an outpatient setting. Previous literature has shown that the BPs of patients with uncomplicated pregnancies tend to fall in the second trimester before rising again in the third, whereas the BPs of those who develop HDP do not follow this trajectory. However, these studies were mostly conducted in selected samples with BPs collected per research protocol.1,2
This study aimed to compare BP trajectories of pregnant women who did and did not develop HDP in an analysis of data from a large, diverse, prospective clinical cohort in which BP was measured during routine antenatal visits.
STUDY DESIGN:
This was a secondary analysis of pregnant women ≥18 years old and <18 weeks gestation who were enrolled from 3 NYU Langone Health-affiliated hospitals beginning in March 2016. Informed consent was obtained, and demographic and obstetrical data were collected from electronic medical records (EMRs) and questionnaires.
BP readings from gestational weeks 6 to 40 were retrospectively extracted from EMRs for outpatient antenatal visits of all participants who had delivered by December 2019. Participants with chronic hypertension (cHTN) or those with missing BP readings beyond 20 weeks’ gestation were excluded. HDP diagnoses (gestational hypertension, preeclampsia, eclampsia) were identified by International Classification of Diseases, 10th Revision codes and confirmed by manual chart review. Participants with HDP who were found on manual review to have elevated BPs <20 weeks’ gestation were removed from the analysis. Implausible BP readings (systolic <40 mm Hg, diastolic <30 mm Hg) were also removed. Trajectories of systolic, diastolic, and mean arterial pressure readings (averaged over 2-week increments) were compared between those who developed HDP and those who did not. A sensitivity analysis was conducted to ensure that the removal of cHTN participants did not significantly change our results. Analyses were conducted using SAS version 9.4 (SAS Institute, Cary, NC).
RESULTS:
Of 2025 participants, 1813 had complete, plausible antenatal BP data available. Among those, 175 (9.65%) developed HDP. Participants with HDP were significantly more likely to have a higher prepregnancy body mass index, carry twins, deliver by cesarean delivery, and deliver at an earlier gestational age (Table).
TABLE. Demographics and pregnancy characteristics of participants with and without hypertensive disorders of pregnancy.
| Characteristics | Non-HDP participants n=1638 | HDP participants n=175 | P value |
|---|---|---|---|
| Age, mean (SD) | 31.84 (5.39) | 31.53 (6.35) | .53 |
| Race or ethnicity, n (%) | .34 | ||
| Non-Hispanic White | 562 (34.35) | 56 (32.00) | |
| Hispanic | 799 (48.84) | 91 (52.00) | |
| Non-Hispanic Black | 81 (4.95) | 14 (8.00) | |
| Non-Hispanic Asian | 151 (9.23) | 10 (5.71) | |
| Non-Hispanic other | 13 (0.79) | 1 (0.57) | |
| Non-Hispanic multiple | 30 (1.83) | 3 (1.71) | |
| Insurance, n (%) | .85 | ||
| Private | 802 (48.96) | 87 (49.71) | |
| Public | 836 (51.04) | 88 (50.29) | |
| Household income, n (%) | .47 | ||
| <$30,000 | 254 (15.96) | 33 (19.08) | |
| $30,000–$99,999 | 310 (19.48) | 31 (17.92) | |
| ≥$100,000 | 619 (38.91) | 72 (41.62) | |
| Don’t know | 408 (25.64) | 37 (21.39) | |
| Education, n (%) | .86 | ||
| High school or less | 538 (32.84) | 54 (30.86) | |
| Some college but no degree | 178 (10.87) | 22 (12.57) | |
| Associate or bachelor’s degree | 448 (27.35) | 50 (28.57) | |
| Postgraduate degree | 474 (28.94) | 49 (28.00) | |
| Employment status, n (%) | .33 | ||
| Employed | 1056 (64.71) | 119 (68.39) | |
| Not employed | 576 (35.29) | 55 (31.61) | |
| Marital status, n (%) | .35 | ||
| Married or living with partner | 1452 (88.70) | 150 (85.71) | |
| Divorced or separated | 34 (2.08) | 3 (1.71) | |
| Single or widowed | 151 (9.22) | 22 (12.57) | |
| Body mass index, mean (SD) | 25.97 (5.55) | 27.69 (6.56) | .001 |
| Parity, n (%) | .26 | ||
| Nulliparous | 806 (49.24) | 94 (53.71) | |
| Parous | 831 (50.76) | 81 (46.29) | |
| Gestation, n (%) | .02 | ||
| Singleton | 1596 (98.46) | 167 (95.98) | |
| Twins | 25 (1.54) | 7 (4.02) | |
| Alcohol use, n (%) | .46 | ||
| Never user | 551 (33.64) | 59 (33.71) | |
| Past user | 825 (50.37) | 94 (53.71) | |
| Current user | 262 (16.00) | 22 (12.57) | |
| Smoking, n (%) | .93 | ||
| Never user | 1493 (91.15) | 159 (90.86) | |
| Past user | 122 (7.45) | 14 (8.00) | |
| Current user | 23 (1.40) | 2 (1.14) | |
| Delivery method, n (%) | .03 | ||
| Vaginal | 1092 (66.67) | 102 (58.29) | |
| Cesarean | 546 (33.33) | 73 (41.71) | |
| GA at delivery, mean (SD) | 39.19 (1.56) | 38.17 (2.28) | <.001 |
| Assisted reproduction, n (%) | 105 (6.41) | 15 (8.57) | .27 |
GA, gestational age; HDP, hypertension disorders of pregnancy; SD, standard deviation.
Rajeev. Blood pressure trajectories and hypertensive disorders of pregnancy. Am J Obstet Gynecol MFM 2022.
Participants averaged 10.6 BP readings throughout pregnancy. There was a range of 452 to 1571 BP readings per 2-week interval. Those who developed HDP had a higher BP at all time points (Figure, Panes A–C). Participants with an outpatient systolic BP >114 at any time <20 weeks’ gestation had a 2.37 times (95% confidence interval, 2.08–2.69) greater odds of developing HDP than those who did not after adjusting for prepregnancy obesity and twin gestation. The sensitivity, specificity, positive predictive value, and negative predictive value at this cutoff were 91.3% (90.9–91.7), 18.4% (16.7–20.2), 91.1% (90.6–91.5), and 18.8% (17.1–20.6), respectively.
FIGURE. Average blood pressures across pregnancy for participants with and without HDP.

BP, blood pressure; HDP, hypertensive disorders of pregnancy; MAP, mean arterial pressure.
Rajeev. Blood pressure trajectories and hypertensive disorders of pregnancy. Am J Obstet Gynecol MFM 2022.
The nadir for systolic BP occurred around gestational week 20 for HDP participants and week 24 for non-HDP participants. There was no statistically significant difference in the prenadir and postnadir slopes between the 2 groups except for the postnadir systolic BP, which increased more rapidly among women who developed HDP.
CONCLUSION:
Contrary to the results of previous studies, we observed similar BP trajectories among participants with and without HDP during the first and second trimesters, with both demonstrating a midgestation dip. On average, HDP participants without cHTN or elevated BP <20 weeks’ gestation had significantly higher BPs at all time points during pregnancy, and those with early gestational systolic BP >114 mm Hg had more than twice the odds of developing HDP. Therefore, clinicians may benefit from considering patients with prenatal systolic BP >114 mm Hg as high risk for HDP, irrespective of early pregnancy BP decline.
Although most studies show a U-shaped BP trajectory during uncomplicated pregnancies, more recent studies in 2022 and 2021 showed a stable, or even upward, trajectory.3,4 However, participants from these studies were ethnically homogenous––Haitian and Chinese populations, respectively–and therefore their results are less generalizable to the US population. Our large, diverse participant population increases the generalizability of our results. Limitations of our study include not being able to account for antenatal aspirin use and reliance on BP taken during routine obstetrical visits. The latter is also a strength, however, because our findings are more relevant to the clinical setting.
We observed a midpregnancy decline in BP among participants who did and those who did not develop HDP, bringing into question the previous understanding of the physiology of placental abnormalities in relation to BP trajectories. Our findings have implications for clinicians who are trying to predict which patients may develop HDP and be at risk of postpartum cardiovascular complications.
Acknowledgments
L.G.K. acknowledges support from the National Institute of Environmental Health Sciences under grant number R00ES030403.
Footnotes
The authors report no conflicts of interest.
Contributor Information
Pournami T. Rajeev, Department of Obstetrics and Gynecology, New York University (NYU) Grossman School of Medicine, New York NY.
Linda G. Kahn, Departments of Pediatrics and Population Health, NYU Grossman School of Medicine, New York NY.
Leonardo Trasande, Departments of Pediatrics, Population Health, and Environmental Medicine, NYU Grossman School of Medicine, New York NY.
Yu Chen, Department of Population Health, NYU Grossman School of Medicine, New York NY.
Sara G. Brubaker, Department of Obstetrics and Gynecology, NYU Grossman School of Medicine, New York NY.
Shilpi S. Mehta-Lee, Department of Obstetrics and Gynecology, NYU Grossman School of Medicine, New York NY.
REFERENCES
- 1.Macdonald-Wallis C, Lawlor DA, Fraser A, May M, Nelson SM, Tilling K. Blood pressure change in normotensive, gestational hypertensive, preeclamptic, and essential hypertensive pregnancies. Hypertension 2012;59:1241–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Hauspurg A, Parry S, Mercer BM, et al. Blood pressure trajectory and category and risk of hypertensive disorders of pregnancy in nulliparous women. Am J Obstet Gynecol 2019;221:277.e1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Ma S, Wu L, Yu Q, et al. Associations between trajectory of different blood pressure components in pregnancy and risk of adverse birth outcomes - a real world study. Risk Manag Healthc Policy 2021;14:3255–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Tymejczyk O, Deschamps MM, Rouzier V, et al. Estimated blood pressure trajectories and hypertension patterns among pregnant women living with HIV, Haiti, 2007–2017. J Clin Hypertens (Greenwich) 2022;24:237–45. [DOI] [PMC free article] [PubMed] [Google Scholar]
