INTRODUCTION — Preeclampsia is a multi-system progressive disorder characterized by the new onset of hypertension and proteinuria, or hypertension and significant end-organ dysfunction with or without proteinuria, in the last half of pregnancy or postpartum (table 1). The genesis of the disease is laid down in early pregnancy and is characterized anatomically by abnormal remodeling of the maternal spiral arteries at the placental site.
Patients at high risk for developing preeclampsia may benefit from the initiation of low-dose aspirin (LDA) therapy starting at the end of the first trimester, as this may reduce the frequency of preeclampsia and associated maternal and perinatal morbidity and mortality. We base high-risk status on obstetric and medical risk factors rather than laboratory and imaging tests because we believe that the results of these tests in early pregnancy do not accurately distinguish patients who will go on to develop preeclampsia from those who will not (ie, the positive predictive value is low) [1-3]. In addition to assessment of risk factors, early clinical detection of the disease is important: All pregnant patients are monitored for evidence of preeclampsia at each prenatal visit. Early diagnosis may improve maternal and perinatal outcomes by ensuring appropriate management (eg, antenatal corticosteroids for fetal lung maturation, treatment of severe hypertension, magnesium sulfate to prevent seizures, and early delivery).
This topic will discuss available data regarding screening in early pregnancy to identify patients most likely to develop preeclampsia. Additional issues related to the diagnosis, management, and prevention of preeclampsia are discussed separately.
●(See "Preeclampsia: Clinical features and diagnosis".)
●(See "Preeclampsia: Antepartum management and timing of delivery".)
●(See "Preeclampsia: Prevention".)
CLINICAL APPROACH
Routine regular prenatal blood pressure measurement — We agree with the assessment of the United States Preventive Services Task Force (USPSTF) that all pregnant individuals are at risk for preeclampsia and should be screened by measurement of blood pressure at all provider visits throughout pregnancy [4]. Although preeclampsia is not diagnosed before 20 weeks of gestation, early measurements establish the patient’s baseline blood pressure.
The USPSTF assessment was based on the following principles and evidence: blood pressure can be readily and accurately measured, measurement of blood pressure is not harmful, and recognition and treatment of preeclampsia can reduce maternal and perinatal morbidity and mortality [5].
Identify high-risk pregnancies early in gestation — Pregnant individuals should be evaluated early in pregnancy for risk factors for preeclampsia (table 2). By quantifying the risk of preeclampsia conferred by various individual clinical and demographic risk factors, the clinician is better equipped to estimate a patient's risk of preeclampsia and whether they are a candidate for heightened pregnancy surveillance and/or prophylactic measures (low-dose aspirin [LDA]). In the United States, the US Preventive Services Task Force criteria for patients at high risk of developing preeclampsia are commonly used for quantifying risk and selecting candidates for LDA [6]. In the United Kingdom, the National Institute for Health and Care Excellence (NICE) developed a similar list [7]. During the pandemic, infection with SARS-CoV-2 in pregnancy was also associated with an increased risk of preeclampsia [8]. (See "Preeclampsia: Prevention", section on 'Selecting high risk women for prophylaxis' and "Preeclampsia: Prevention", section on 'Timing of initiation' and "Preeclampsia: Prevention", section on 'Dose'.)
Early assessment is particularly important for individuals who are planning to receive pregnancy care and give birth in a low-risk setting (eg, midwifery practice, birthing center, home birth), which would be contraindicated if preeclampsia develops. These patients, if identified as high risk for development of preeclampsia, should be offered consultation with a physician with expertise in the management of the disease [9,10].
In a meta-analysis of cohort studies including ≥1000 patients that evaluated the risk of preeclampsia in relation to common clinical risk factors assessed at ≤16 weeks of gestation (92 studies, >25 million pregnancies), the highest rate of preeclampsia occurred in patients with antiphospholipid syndrome (pooled rate 17.3 percent, pooled relative risk [RR] 2.8), and the highest relative risk of preeclampsia occurred in patients with a past history of the disease (pooled rate 12 percent, pooled RR 8.4) [11]. Other prominent risk factors included chronic hypertension (pooled rate 16.0 percent, pooled RR 5.1), preexisting (pregestational) diabetes (pooled rate 11.0 percent, pooled RR 3.7), prepregnancy BMI >30 kg/m2 (pooled rate 7.1 percent, pooled RR 2.8), multifetal pregnancy (pooled rate 6.4 percent, pooled RR 2.9), and use of assisted reproductive technology (pooled rate 6.2 percent, pooled RR 1.8).
Because historical risk factors only predict approximately 30 percent of patients who will develop preeclampsia [12], use of laboratory and imaging tests in combination with historical risk factors to calculate a patient's risk of developing preeclampsia is an active area of investigation. (See 'Investigational approaches' below.)
However, current risk prediction models have low positive predictive value, thus potentially worrying a large number of pregnant individuals about a disorder they will not develop and exposing them to tests and interventions that will not benefit them [3,13]. One reason for the low predictive value may be insufficiently accounting for factors that mitigate risk, such as a previous normotensive pregnancy. Another reason may involve not distinguishing between early-onset and late-onset preeclampsia, which have different risk profiles and recurrence rates. (See 'Risk prediction models' below.)
Prenatal care for patients identified as high risk — In addition to routine prenatal care and LDA, performing the following assessments early in pregnancy in patients who are at high risk of developing preeclampsia can be helpful later in gestation in distinguishing preeclampsia from underlying disorders associated with similar clinical and laboratory findings:
●Accurate determination of gestational age
●Baseline blood pressure
●Baseline laboratory values – platelet count, creatinine concentration, liver chemistries, and urinary protein [protein:creatinine ratio or 24-hour urine protein])
(See "Preeclampsia: Clinical features and diagnosis", section on 'Differential diagnosis'.)
It is also prudent to educate high-risk patients about the signs and symptoms of preeclampsia and monitor them more closely, particularly for increases in blood pressure, as patients with second-trimester systolic pressures 120 to 129 mmHg and diastolic 80 to 90 mmHg are at increased risk for developing preeclampsia [14]. Blood pressure measurement at each prenatal visit appears to be as reliable as self-monitored blood pressure for early detection of preeclampsia. In two large randomized trials comparing the effect of self-monitoring blood pressure versus usual care during pregnancy, self-monitoring with telemonitoring did not result in significantly earlier office-based detection of hypertension or in lower incidence of severe hypertension or preeclampsia [15,16]. One trial included patients with chronic or gestational hypertension and the other included patients at higher-risk for developing preeclampsia except those with chronic or gestational hypertension. Approximately 30 percent of the participants had discordancy between the home and office readings, most of which were attributed to white coat hypertension. These patients may benefit from self-monitoring to avoid unnecessary escalation of evaluation and treatment.
Interventions to reduce risk — Most risk factors for preeclampsia are not modifiable, but avoiding prepregnancy obesity, excessive gestational weight gain, and multifetal pregnancies in the setting of treatment of infertility are notable exceptions.
●Patients with obesity can reduce their risk of developing preeclampsia by losing weight before pregnancy. Bariatric surgery may be an option for those with severe obesity. (See "Obesity in pregnancy: Complications and maternal management", section on 'Preconception counseling, evaluation, and care' and "Fertility and pregnancy after bariatric surgery", section on 'Preeclampsia and other hypertensive disorders of pregnancy'.)
●Patients with and without obesity may reduce their risk of developing preeclampsia by not exceeding Institute of Medicine (now National Academy of Medicine) recommendations for gestational weight gain (table 3) [17]. (See "Gestational weight gain", section on '2009 IOM weight gain recommendations' and "Gestational weight gain", section on 'Overweight and obese pregnant people'.)
●LDA (81to 150 mg daily) is the only drug for which there is proven evidence of benefit in reducing the risk of preeclampsia when administered throughout the second and third trimesters in patients at high risk. For patients at low risk for developing preeclampsia, available evidence does not support LDA use for prevention of preeclampsia, but a modest (approximately 10 percent) reduction in the risk of preeclampsia and its sequelae (growth restriction, preterm birth) is possible for patients at moderate-to-high risk of developing the disease. The evidence for this approach is reviewed separately. (See "Preeclampsia: Prevention", section on 'Candidates'.)
●For patients undergoing infertility therapy with in vitro fertilization or ovulation induction alone, various techniques can be employed to reduce the chances of multiple gestation. (See "Strategies to control the rate of high order multiple gestation", section on 'Limiting the multiple gestation risk of assisted reproductive technology' and "Strategies to control the rate of high order multiple gestation", section on 'Limiting the multiple gestation risk of ovulation induction and superovulation'.)
Many agents other than LDA have been studied for preeclampsia risk reduction (eg, calcium, vitamin E and C, antioxidants, omega 3 fatty acids, heparin), but the data do not show significant or consistent evidence of benefit across populations. These data are reviewed separately. (See "Preeclampsia: Prevention".)
INVESTIGATIONAL APPROACHES
Screening tests — We do not use blood or imaging tests to screen for preeclampsia. Based on data from patients with established preeclampsia, a wide variety of laboratory and imaging tests have been proposed to detect subgroups of individuals at high risk of developing the disease. Because the prevalence of preeclampsia in the general obstetric population is relatively low (1 to 7 percent), a test would need very high sensitivity and specificity to accurately predict or exclude the development of the disease. Systematic reviews and expert opinion of studies that evaluated clinically available tests have generally concluded that these tests are not sufficiently accurate (high sensitivity and specificity) for screening the general obstetric population and that the overall methodologic quality of available studies was generally poor [5,18-26]. For this reason, the American College of Obstetricians and Gynecologists recommends taking a detailed medical history and assessing blood pressure to assess a patient's risks for developing preeclampsia [3], as described above. (See 'Clinical approach' above.)
The utility of systematic reviews of tests for prediction of preeclampsia has been limited by several factors, including (1) variation in the definition of preeclampsia, which introduces heterogeneity in the classification of the syndrome; (2) variation in inclusion/exclusion criteria, which also increases heterogeneity; (3) variation in the criteria defining level of risk (low versus high) of a given population (some studies of low-risk populations have had preeclampsia incidence rates higher than high-risk populations in other studies); (4) multiplicity of potential tests, test combinations, and timing of screening during pregnancy; (5) lack of inclusion of specific important information; and (6) flawed study design and/or conduct [27,28].
Biomarkers
Angiogenic modulators — Data from both human and animal models suggest that aberrant expression of angiogenic modulators is important in the pathogenesis of diffuse endothelial injury and increased capillary permeability, which are the pathophysiologic hallmarks of preeclampsia. The angiogenic factors of interest include vascular endothelial growth factor (VEGF) and placental growth factor (PlGF), as well as two anti-angiogenic proteins, soluble endoglin (sEng) and the truncated form of the full-length VEGF receptor type-1 (Flt-1), known as soluble fms-like tyrosine kinase 1 (sFlt-1).
Ischemic trophoblast, which is a characteristic finding in preeclampsia, increases production of anti-angiogenic proteins (sEng, sFlt1) and reduces production of angiogenic proteins (VEGF, PlGF). Alterations in absolute levels of VEGF [29-32], PlGF [29,30], sFlt-1 [29,30,33-39], and sEng [35-38,40] in maternal blood and urine precede the onset of clinical preeclampsia by several weeks to months, correlate with disease severity, and normalize after delivery. (See "Preeclampsia: Pathogenesis", section on 'sFlt-1, VEGF, PlGF' and "Preeclampsia: Pathogenesis", section on 'Soluble endoglin'.)
However, blood and urine levels of these factors have not been proven to be clinically useful for prediction of preeclampsia remote from disease onset.
●The sFlt-1:PlGF ratio may be the best test for predicting preeclampsia and the adverse outcomes in preeclampsia, but is not highly useful early in pregnancy [41]. In a systematic review evaluating the sFlt-1:PlGF ratio in blood for prediction of preeclampsia (15 studies, 534 cases of preeclampsia and 19,587 controls), pooled sensitivity was 80 percent (95% CI 0.68-0.88), specificity 92 percent (95% CI 0.87-0.96), positive likelihood ratio 10.5 (95% CI 6.2-18.0), and a negative likelihood ratio 0.22 (95% CI 0.13-0.35) [42]. However, all of these individuals were at least 20 weeks of gestation. The authors pointed out that levels of these markers in patients who develop preeclampsia do not change significantly until the second half of the pregnancy and the major changes take place in the third trimester.
In 2022, an international expert group concluded that the sFlt-1:PlGF ratio test could be used as a tool for short-term prediction of preeclampsia and aid for diagnosis in high-risk patients or among patients with a clinical suspicion of preeclampsia, but recommended using the test between 20+0 and 36+6 weeks of gestation [43]. They opined that it could also be used in patients ≥37 weeks when preeclampsia was suspected or as a follow-up to evaluate uteroplacental dysfunction.
●Serum PIGF has similar characteristics for prediction of preeclampsia. In a meta-analysis of 40 studies (3189 cases of preeclampsia, over 89,000 controls), the overall odds of developing preeclampsia were OR 9 (95% CI 6-13) [44]. Predictive values were highest for PlGF levels between 80 and 120 pg/mL (OR 25, 95% CI 7-88; sensitivity: 78 percent, 95% CI 67-86; specificity 88 percent, 95% CI 75-95; positive likelihood ratio: 6.3, 95% CI 2.7-14.7; negative likelihood ratio 0.26, 95% CI 0.16-0.42). Importantly, the test performed best after 14 weeks of gestation (OR 10, 95% CI 7-15) and for prediction of early onset preeclampsia (OR 18, 95% CI 9-37).
●Urinary PlGF also does not perform well in early pregnancy as a screening test. A nested case-control study [45] evaluated urine PlGF to predict preeclampsia using stored urine specimens from participants who had been enrolled in the Calcium for Preeclampsia Prevention trial [46], which included healthy nulliparous individuals with singleton pregnancies followed from between 13 and 21 weeks of gestation until 24 hours postpartum. Urine samples were collected before enrollment, at 26 to 29 weeks of gestation, at 36 weeks, and at onset of preeclampsia. Baseline urinary PlGF levels at 8 to 21 weeks of gestation were not significantly different between patients who developed preeclampsia and those who remained normotensive.
However, the test was predictive of preeclampsia late in gestation. Patients who went on to develop preeclampsia had lower levels of PlGF than controls at each sampling interval from 25 weeks through onset of disease. At 21 to 32 weeks, a PlGF concentration in the lowest quartile (less than 118 pg/mL) was highly predictive of development of preterm preeclampsia (OR 22.5, 95% CI 7.4-67.8) but less predictive of term preeclampsia (OR 2.2, 95% CI 1.2-4.3). Fractional excretion modeling (ratios) may offer advantages over absolute levels of urinary angiogenic factors for identifying individuals at risk for developing preeclampsia since ratios account for dilutional effects [47-49].
Other laboratory tests — Maternal serum analyte testing is an important component of Down syndrome screening programs. Increasing evidence suggests that unexplained abnormal maternal serum analyte concentrations (eg, pregnancy-associated plasma protein A [PAPP-A]), as well as abnormalities in circulating cell-free DNA and micro-RNA levels, in the first and second trimesters are also predictive of adverse pregnancy outcomes, including preeclampsia [50-58]. These associations are not sufficiently strong to warrant changes in routine prenatal care, but the biomarkers have been used in risk prediction models.
Uterine artery Doppler velocimetry — Although meta-analyses show that uterine artery Doppler analysis can predict patients at increased risk of preeclampsia [59-61], we and most experts recommend not performing these studies for screening in early pregnancy [19,62-65]. The false-positive rate is quite high [64,65], leading to excessive patient anxiety and health care costs.
Impedance to flow in the uterine arteries normally decreases as pregnancy progresses. Increased impedance for gestational age is an early radiographic feature of preeclampsia and likely reflects high downstream resistance due to defective differentiation of trophoblast, which leads to defective invasion of spiral arteries and failure of these vessels to transform into low resistance vessels.
Two types of uterine artery Doppler waveform analysis techniques have emerged for prediction of preeclampsia, as well as other disorders associated with impaired placentation (eg, fetal growth restriction, pregnancy loss): (1) presence or absence of diastolic notching (unilateral, bilateral) of the uterine arcuate vessels and (2) flow waveform ratios (eg, high resistance or pulsatility index, systolic/diastolic ratio).
The use of uterine artery Doppler velocimetry for prediction of preeclampsia was best illustrated in a systematic review of 74 studies including almost 80,000 participants [59]. These studies involved 15 uterine artery Doppler indices and patients at either low or high risk of developing preeclampsia. Uterine artery Doppler ultrasonography was more accurate for prediction of preeclampsia when performed in the second trimester than in the first trimester. In patients at high risk of developing preeclampsia, the overall risk of preeclampsia was best predicted by second-trimester elevation of pulsatility index accompanied by uterine artery notching (sensitivity 19 percent, specificity 99 percent, positive likelihood ratio [+LR] 21, negative likelihood ratio [-LR] 0.82), and the risk of severe preeclampsia was best predicted by second-trimester elevated resistance index (sensitivity 80 percent, specificity 78 percent, +LR 3.7, -LR 0.26).
Studies of uterine artery Doppler velocimetry for prediction of preeclampsia are difficult to compare because investigators have used different Doppler sampling techniques, definitions of abnormal flow velocity waveform, populations, gestational age at examination, and criteria for the diagnosis of preeclampsia. Studies of uterine artery Doppler velocimetry for prediction of preeclampsia are difficult to compare because investigators have used different Doppler sampling techniques, definitions of abnormal flow velocity waveform, populations, gestational age at examination, and criteria for the diagnosis of preeclampsia. Typically, uterine artery Doppler findings are not interpreted alone, but rather in combination with other clinical/demographic risk factors, serum biomarkers, and other ultrasound measurements such as 3-dimensional placental volumes. There are also increasing data evaluating uterine blood flow by magnetic resonance imaging and other more sophisticated technologies.
Risk prediction models — As described above, specific maternal characteristics, Doppler ultrasound findings, and biomarkers in blood are associated with an increased risk of preeclampsia. Traditionally, each risk factor is treated as a separate screening test, and a higher number of risk factors is assumed to carry a higher risk for development of preeclampsia.
Multiple investigators have used these variables in logistic regression analysis to create a tool to predict an individual woman's risk of developing preeclampsia while she is still early in pregnancy (eg, Fetal Medicine Foundation [FMF] risk for preeclampsia calculator [66]). In validation studies, the detection rate of the FMF London and Fetal Medicine Barcelona combined first-trimester screening algorithms for prediction of preterm preeclampsia ranged from 75 to 92 percent at screen-positive rate of 10 percent [67]. In one of the validation datasets, 90 percent of cases of preeclampsia cases <34 weeks and 75 percent of cases <37 weeks were predicted. Ideally, patients identified as high risk would be encouraged to address any modifiable risk factors; educated about the signs and symptoms of preeclampsia, so they will notify their provider as soon as clinical manifestations occur; and followed with more frequent office visits. Some clinicians also start these patients on low-dose aspirin (LDA). (See "Preeclampsia: Prevention", section on 'Candidates'.)
The utility of prescribing aspirin based on risk determined by these tools rather than historic and demographic risk factors has not been studied extensively. Although the screen-positive rate may be lower and the positive likelihood ratio may be higher than with traditional risk factor-based models [68], these tools still have relatively low positive likelihood ratios, so many patients will be made anxious and receive unnecessary treatment. As an example, in a placebo-controlled randomized trial of patients identified as high-risk of preeclampsia by the FMF algorithm and given aspirin (150 mg/day from 11 until 36 weeks of gestation), the intervention reduced the risk of preeclampsia <37 weeks by approximately 60 percent (1.6 versus 4.4 percent; OR 0.38, 95% CI 0.16-0.91) and preeclampsia <34 weeks by approximately 80 percent (0.4 versus 1.8 percent; OR 0.18, 95% CI 0.03-1.03); however, the incidence of preeclampsia in the high-risk control group was quite low [69].
These tools typically require determination of mean arterial pressure, a Doppler ultrasound examination at 11 to 13 weeks for uterine artery pulsatility index, specific expertise by the sonographer, additional laboratory testing (eg, serum PAPP-A and serum placental growth factor), and, in turn, additional costs. Furthermore, methodologic deficiencies are common, which limit their reliability and validity. For example, a systematic review evaluated 24 studies of 38 predictive models that included uterine artery Doppler as one of the independent variables [28]. The median number of study participants was 697, the median number of cases of preeclampsia per model was 37, and the median number of risk predictors was 5. Almost one-quarter of the models had fewer than 10 events per predictor of preeclampsia, and almost 95 percent had fewer than 10 events per predictor of early preeclampsia. Only one model adequately described treatment and handling of missing data, and only three models reported model validation.
SCREENING TESTS NOT USEFUL FOR PREDICTING PREECLAMPSIA
Provocative biophysical tests — Aberrations in vascular responsiveness have formed the basis of several screening tests for the detection of pregnant individuals at risk for preeclampsia. None of these tests (angiotensin II challenge test [70,71], roll-over test [supine pressor test] [71,72], isometric exercise test [hand-grip test] [73,74]) are currently being used clinically because they are expensive, time-consuming, and, most importantly, unreliable.
Serum uric acid — Although hyperuricemia is commonly seen in patients with preeclampsia, a systematic review of five studies concluded that measurement of serum uric acid concentration before 25 weeks of gestation was not useful for predicting which individuals would develop preeclampsia [75]. One study used a rise in serum uric acid concentration above baseline level as the criterion for a positive test result, while the other four studies used threshold values above 3.5 to 4 mg/dL (0.21 to 0.24 mmol/L) as the cut-off for a positive test. Sensitivities ranged from 0 to 56 percent and specificities ranged from 77 to 95 percent. The data were not pooled because of the methodologic uncertainties and the clinical differences between studies [75].
Similarly, a second systematic review concluded that serum uric acid measurement was not useful for predicting development of complications in patients with preeclampsia [76], although it may be useful in predicting the length of the latency period from diagnosis to delivery [77].
Screening for inherited thrombophilias — The weight of evidence, including data from prospective cohort studies [78,79], indicates that inherited thrombophilias (such as Factor V Leiden mutation, prothrombin gene mutation, protein C or S deficiency, and antithrombin deficiency) are not associated with preeclampsia; therefore, screening pregnant individuals for inherited thrombophilias is not useful for predicting those at high risk of developing the disease. This is discussed in more detail separately. (See "Inherited thrombophilias in pregnancy", section on 'Selection of patients for screening'.)
Screening for antiphospholipid antibodies — Antiphospholipid syndrome (APS) is associated with the development of severe early preeclampsia. Prophylaxis with both low-dose aspirin (LDA) and prophylactic-dose heparin starting at the end of the first trimester and continuing throughout pregnancy can decrease the rate of pregnancy complications (including preeclampsia) and improve pregnancy outcome in patients with APS. (See "Antiphospholipid syndrome: Obstetric implications and management in pregnancy", section on 'Management of APS during pregnancy'.)
Screening the general obstetric population for antiphospholipid antibodies is not useful. Candidates for laboratory testing for antiphospholipid antibodies (aPL), such as those with an unexplained stillbirth or stillbirth related to growth restriction or severe preeclampsia or other evidence of placental insufficiency, are described separately (table 4). (See "Diagnosis of antiphospholipid syndrome", section on 'When to suspect the diagnosis' and "Diagnosis of antiphospholipid syndrome", section on 'Diagnostic evaluation'.)
SOCIETY GUIDELINE LINKS — Links to society and government-sponsored guidelines from selected countries and regions around the world are provided separately. (See "Society guideline links: Hypertensive disorders of pregnancy".)
SUMMARY AND RECOMMENDATIONS
●Risk assessment
•History and physical examination – Pregnant individuals should be evaluated early in pregnancy for risk factors for preeclampsia. In the United States, the US Preventive Services Task Force criteria for patients at high risk of developing preeclampsia are commonly used for quantifying risk and selecting candidates for low-dose aspirin (LDA) prophylaxis. (See 'Identify high-risk pregnancies early in gestation' above.)
•Role of laboratory and imaging tests – A wide variety of laboratory and imaging tests have been proposed to distinguish individuals who will develop preeclampsia from those who will not. Systematic reviews of studies that evaluated clinically available tests have generally concluded that these tests were not sufficiently accurate for screening the general obstetric population and that the overall methodologic quality of available studies was generally poor. For this reason, we agree with American College of Obstetricians and Gynecologists' recommendations for taking a detailed medical history to assess a patient's risks for developing preeclampsia but not using laboratory and imaging screening tests (including uterine artery Doppler velocimetry and serum biomarkers such as pro- and anti-angiogenic factors). (See 'Screening tests' above.)
Role of risk prediction tests – Specific maternal characteristics, Doppler ultrasound findings, and biomarkers in blood are associated with an increased risk of preeclampsia. Multiple investigators have used these variables in logistic regression analysis to create tools to predict an individual's risk of developing preeclampsia while they are still early in pregnancy. We do not use these tools because they have low-positive predictive values, so many patients will be made anxious and treated unnecessarily, and methodologic deficiencies are common, which limit their reliability and validity. (See 'Risk prediction models' above.)
●Risk modification
•Most risk factors for preeclampsia are not modifiable; avoiding obesity and excessive gestational weight gain are notable exceptions. (See 'Interventions to reduce risk' above.)
•LDA is the only drug for which there is some evidence of benefit in reducing the risk of preeclampsia when administered throughout the second and third trimesters to patients at high risk for developing the disease. For low-risk patients, available evidence does not support use of LDA for prevention of preeclampsia, but a modest (approximately 10 percent) reduction in the risk of preeclampsia and its sequelae (growth restriction, preterm birth) is possible for those at moderate-to-high risk. (See 'Interventions to reduce risk' above.)
●Prenatal care – For patients who are at high risk of developing preeclampsia, establishing gestational age, baseline blood pressure, and baseline laboratory values including platelet count, creatinine concentration, liver function tests, and urinary protein estimation early in pregnancy can be helpful later in gestation in distinguishing preeclampsia from underlying disorders associated with similar clinical and laboratory findings. (See 'Prenatal care for patients identified as high risk' above.)