Abstract
Objectives
The sFlt-1/PlGF ratio is a predictive biomarker for preeclampsia (PE)–related outcomes. In women with signs of PE at ≤34 weeks, it may guide the timing of antenatal corticosteroid (ACS) administration.
Methods
We retrospectively analyzed 702 women presenting with signs of PE and/or fetal growth restriction (FGR) between 22+0- and 33+6-weeks. High risk was defined as an sFlt-1/PlGF ratio ≥85. The predictive accuracy of the ratio for PE-related preterm birth at ≤34+0 weeks was assessed using receiver operating characteristic (ROC) analysis. Differences in remaining pregnancy duration and gestational age at delivery between risk groups were analyzed using the log-rank test (p<0.05).
Results
Among 702 patients, 165 (23.5 %) had a PE-related delivery ≤34+0 weeks. A high sFlt-1/PlGF ratio (≥85) was observed in 128 (18.2 %) women who received ACS and in 44 (6.3 %) who didn’t. The sFlt-1/PlGF ratio predicted PE-related delivery at ≤34+0 weeks – and thus the need for ACS with an AUC of 0.95 (95 % CI 0.93–0.97), yielding an optimal cut-off of 52.5 with sensitivity 87.9 % (95 % CI 82.0–92.0) and specificity 87.9 % (95 % CI 84.9–90.4). The median remaining pregnancy duration was 7.0 days (IQR 3.0–17.8), with delivery at 29+5 weeks (IQR 26+6–32+0) in women with ACS and a ratio ≥85, vs. 60.0 days (IQR 42.0–80.0) and delivery at 38+1 weeks (IQR 37+0–39+3) in women with a ratio <85 and no ACS.
Conclusions
In women with signs of PE and FGR <34 weeks of gestation, the sFlt-1/PlGF ratio is a strong predictor of PE-related preterm delivery and may support clinical decision-making regarding timely ACS administration.
Introduction
Preeclampsia (PE) and fetal growth restriction (FGR), particularly when occurring before 34 weeks’ gestation, remain major causes of maternal and perinatal morbidity and mortality worldwide [1], 2]. First-trimester-screening followed by prophylactic aspirin in high risk women can reduce the incidence of PE-related preterm births. However, specific therapeutic options to improve outcomes remain limited [3], 4]. When maternal and fetal symptoms deteriorate in PE and FGR, close monitoring and timely iatrogenic preterm delivery are essential [5]. The administration of antenatal corticosteroids (ACS) should be discussed with the expectant parents, as it significantly reduces fetal morbidity and mortality by enhancing fetal lung maturity, thereby lowering the risk of distress syndrome, as well as reducing the rates of intraventricular hemorrhage and necrotizing enterocolitis when delivery occurs at ≤34 weeks’ gestation [6], [7], [8], [9], [10]. In patients with FGR, the TRUFFLE-study provides guidance for delivery <32 weeks based on Doppler examinations and fetal heart tracings [6], [11], [12], [13]. Currently, no universally accepted clinical, laboratory, or hemodynamic thresholds reliably indicate when immediate delivery is indicated in PE. International guidelines recommend individualized decisions based on disease severity, which can make clinical management uncertain [14], [15], [16]. To improve risk-stratification, the German-Austrian-Swiss guideline for hypertensive pregnancy disorders recommends the use of the angiogenic biomarkers soluble fms-like tyrosinekinase-1 (sFlt-1) and Placental Growth Factor (PlGF) [17]. An sFlt-1/PlGF ratio ≤38 has a high negative predictive value for ruling out PE, while a ratio >85 is strongly associated with a significantly reduced remaining pregnancy duration [5], 18]. However, the guideline currently advises against using this ratio to determine timing of delivery or ACS administration [13]. Recent studies by Stepan and Siepen et al. suggest that an sFlt-1/PlGF ratio >655 at ≤34 weeks indicates the need for ACS, and Stolz et al. suggested ratio’s >1,000 may benefit neonatal outcomes [19], [20], [21].
In our tertiary perinatal center, the sFlt-1/PlGF ratio measurement has been routinely implemented since 2010 to identify women at risk of PE-related pregnancy outcomes. This study aimed to retrospectively analyze a 10-year-cohort of women with suspected PE or FGR <34 weeks’ gestation to assess pregnancy outcomes, indications for ACS, and the predictive value of the sFlt-1/PlGF ratio for PE-related preterm delivery.
Materials and methods
Study population
This retrospective study included women who presented to our department with suspected or confirmed PE and/or FGR between August 2010 and December 2019. Eligible patients were aged ≥18 years with singleton pregnancies. Inclusion criteria were new onset of hypertension, proteinuria, headache, visual disturbances, epigastric pain, progressive edemas, or weight gain ≥1 kg per week. Women referred for FGR or abnormal maternal or fetal Doppler findings were also included [22]. Exclusion criteria were fetal malformations or chromosomal abnormalities, pregnancy termination, postpartum measurement of the sFlt-1/PlGF ratio, or incomplete outcome data. Risk groups were defined according to the sFlt-1/PlGF ratio of patients at presentation: <85 was classified as low risk, an sFlt-1/PlGF ratio of ≥85, was defined as high risk. Time intervals between patient presentation with signs of PE or FGR and delivery, as well as between presentation and ACS administration in the ACS-treated groups, were assessed. Maternal characteristics and pregnancy outcomes were compared between groups with and without ACS. The study was approved by the Institutional Ethics Committee (EA1/252/19).
Study design
This real-world analysis included women between 22+0 and 33+6 weeks of gestation showing clinical signs of placental dysfunction. PE was defined according to the International Society of the Study of Hypertension in Pregnancy (2012) and the American College of Obstetricians and Gynecologists (2003) [6], 23], 24]. FGR was defined as fetal weight <10th percentile and/or non-percentile appropriate fetal growth during pregnancy and abnormal Doppler of the umbilical (pulsatility index ≥95th percentile; absent and reversed end-diastolic flow) or uterine artery (mean pulsatility index ≥95th percentile) or oligohydramnios [6]. According to institutional policy, women with FGR between 24+0 and 34+0 weeks received ACS if preterm delivery was expected within 7 days [11], 13]. In PE, the decision to administer ACS was based on interdisciplinary shared decision-making between obstetricians, neonatologists, and parents. Delivery was indicated following national guidelines for hypertensive pregnancy disorders in cases of severe maternal or fetal compromise, including therapy-resistant hypertension, renal or cardiac failure, oxygen saturation <90 %, pulmonary edema, disseminated intravascular coagulation, thrombocytopenia (<50 G/L), placental abruption, intrauterine fetal death, severe epigastric pain, neurological symptoms, or eclampsia [17].
Biochemical and Doppler assessment
Serum sFlt-1 and PlGF concentrations were measured using commercial assays on the Cobas platform (Roche Diagnostics GmbH, Mannheim, Germany), as part of standard clinical care. Results were unblinded, patients and the attending physicians were aware of the sFlt-1/PlGF ratio.
Doppler investigations (mean pulsatility index of the uterine arteries- and pulsatility index of the umbilical artery) were performed according to Fetal Medicine Foundation standards ±2 days of biomarker measurement.
Statistical analysis
Data were extracted from electronic medical records and analyzed using SPSS Statistics version 26.0 (SPSS Inc., Chicago, IL, USA). Continuous variables were compared using the Kruskal-Wallis or Mann-Whitney U test, and categorical variables with the χ2 test. Remaining pregnancy duration and gestational age at delivery were evaluated using Kaplan–Meier analysis and log-rank tests. The predictive performance of the sFlt-1/PlGF ratio for PE-related preterm birth at ≤34 weeks – and thus for the clinical indication for antenatal corticosteroids – was assessed using receiver operating characteristic (ROC) curve analysis. Statistical significance was set at p<0.05.
Results
Of 1,928 eligible patients, n=801 patients met inclusion criteria and presented between August 2010 and December 2019 with signs and symptoms of PE and FGR between 22+0- and 33+6 weeks’ gestation. As shown in Figure 1, after excluding women who had received ACS before sFlt-1/PlGF measurement, as well as those with intrauterine fetal death or elective termination, n=702 were included (n=530 (75.5 %) with low-risk according to an sFlt-1/PlGF ratio <85, n=172 (24.5 %) high-risk with an sFlt-1/PlGF ratio ≥85). Among women classified with low-risk, n=67 (12.6 %) received ACS, whereas n=463 (87.4 %) did not. In the high-risk group, 128 (74.4 %) received ACS and 44 (25.6 %) did not. Correct ACS administration-defined as PE-related birth ≤34+0 weeks after treatment-was achieved in 118 of 129 (92.2 %) high-risk and 33 of 67 (49.3 %) low-risk women.

Inclusion procedure of the retrospective cohort.
Among the n=41 women classified as false positives – defined as high risk according to an sFlt-1/PlGF ratio ≥85 but without a PE-related delivery at ≤34+0 weeks – only 10/41 (24.4 %) received ACS. These patients delivered at a median gestational age of 34+6 (31+2–35+4) weeks, and none delivered beyond 37+0 weeks. In contrast, among the 34/530 “false-negatives” (low-risk with sFlt-1/PlGF ratio <85 but PE-related birth ≤34+0 weeks), 33/34 (97.1 %) received no ACS (Figure 1).
A total of n=196 (27.9 %) women experienced preterm delivery at ≤34+0 weeks, in n=165 of these cases, the preterm delivery was related to PE. Baseline maternal characteristics (age, body-mass-index, ethnicity, smoking) were comparable between the groups (Table 1). High risk women were more often nulliparous (high risk with ACS 50 %, without ACS 47.7 %, low risk with ACS 28.4 %, without ACS 30.7 %, p<0.001), while a history of hypertension was more frequent among those receiving ACS (ACS and high risk 20.3 %, ACS and low risk 20.9 %, no ACS and high risk 2.3 %, no ACS and low risk 13.8 %, p<0.001). Median uterine artery pulsatility indices (p<0.001) as well as median umbilical artery pulsatility indices (p<0.001) were highest in the high-risk ACS group (median mean uterine artery PI 1.67, IQR 1.31–1.92) (median umbilical artery PI 1.39, IQR 1.16–1.80). Classical PE-symptoms, including new-onset of hypertension (44.5 and 47.5 %) and proteinuria (27.3 and 29.5 %) were most frequent in the high-risk groups (both <0.001). Suspicion of FGR was most common in high-risk women with ACS (46.9 %, p<0.001).
Basic characteristics and symptoms at presentation.
| Low-risk, no ACS n=463 |
Low-risk with ACS n=67 |
High-risk with ACS n=128 |
High-risk no ACS n=44 |
p-Value | |
|---|---|---|---|---|---|
| Gestational age at presentation, weeks | 29+4 (27+0–32+1) | 27+3 (25+0–30+1) | 27+5 (24+2–30+5) | 32+5 (30+6–33+1) | <0.001 |
| Maternal age, years | 33.0 (28.0–37.0) | 32.0 (23.0–36.0) | 32.0 (28.0–36.0) | 33.0 (30.0–37.0) | 0.570 |
| Maternal age ≥40 years | 43 (9.3 %) | 7 (10.4 %) | 15 (11.7 %) | 5 (11.4 %) | 0.852 |
| Body mass index, kg/m2 | 25.1 (21.8–30.6) | 25.5 (21.4–32.4) | 24.2 (21.4–28.9) | 23.2 (20.8–29.9) | 0.235 |
| Smoking | 41 (8.9 %) | 4 (6.0 %) | 8 (6.3 %) | 1 (2.3 %) | 0.346 |
| Ethnicity | 0.376 | ||||
| Caucasian | 439 (94.8 %) | 61 (91.0 %) | 122 (95.3 %) | 40 (90.9 %) | |
| African/Afro-American | 8 (1.7 %) | 2 (3.0 %) | 2 (1.6 %) | 3 (6.8 %) | |
| Asian | 9 (1.9 %) | 3 (84.5 %) | 1 (0.8 %) | 1 (2.3 %) | |
| Other/unknown | 7 (1.5 %) | 1 (1.5 %) | 3 (2.3 %) | – | |
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| Risk factors | |||||
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| Nulliparousity | 142 (30.7 %) | 19 (28.4 %) | 64 (50 %) | 21 (47.7 %) | <0.001 |
| Autoimmune disease | 54 (11.7 %) | 4 (6.0 %) | 17 (13.3 %) | 5 (11.4 %) | 0.487 |
| Familiar history of PE | 48 (10.4 %) | 7 (10.4 %) | 6 (4.7 %) | 1 (2.3 %) | 0.084 |
| History of maternal hypertension | 64 (13.8 %) | 14 (20.9 %) | 26 (20.3 %) | 1 (2.3 %) | 0.013 |
| Maternal anti-phospholipide syndrome | 9 (1.9 %) | 1 (1.5 %) | 2 (1.6 %) | – | 0.813 |
| Pre-existing maternal kidney disease | 22 (4.8 %) | 5 (7.5 %) | 4 (3.1 %) | – | 0.247 |
| State after PE | 112 (24.2 %) | 15 (22.4 %) | 21 (16.4 %) | 5 (11.4 %) | <0.001 |
| Gestational diabetes | 30 (6.5 %) | 5 (7.5 %) | 4 (3.1 %) | 1 (2.3 %) | 0.327 |
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| Signs and symptoms | |||||
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| New onset of hypertension | 55 (11.9 %) | 14 (20.9 %) | 57 (44.5 %) | 21 (47.7 %) | <0.001 |
| Systolic blood pressure, mmHg | 120.0 (109.8–130.0) | 130.0 (110.0–140.0) | 150.0 (129.0–164.5) | 137.50 (120.0–150.0) | <0.001 |
| Diastolic blood pressure, mmHg | 73.5 (63.0–80.0) | 80.0 (70.0–91.0) | 90 (80.0–100.0) | 88.0 (73.3–100.0) | <0.001 |
| New proteinuria | 34 (7.3 %) | 8 (11.9 %) | 35 (27.3 %) | 13 (29.5 %) | <0.001 |
| Urine dipstick for proteinuria | <0.001 | ||||
| Negative | 315 (68 %) | 44 (65.7 %) | 43 (33.6 %) | 21 (47.7 %) | |
| Traces | 27 (5.8 %) | 5 (7.5 %) | 9 (7.0 %) | 4 (9.1 %) | |
| + | 24 (5.2 %) | 3 (4.5 %) | 12 (9.4 %) | 4 (9.1 %) | |
| ++ | 9 (1.9 %) | 3 (4.5 %) | 12 (9.4 %) | 6 (13.6 %) | |
| +++ | 8 (1.7 %) | 2 (3.0 %) | 34 (26.6 %) | 6 (13.6 %) | |
| Unknown | 80 (17.3 %) | 10 (14.9 %) | 18 (14.1 %) | 3 (6.8 %) | |
| Weight gain ≥1 kg/week | 2 (0.4 %) | – | 2 (1.6 %) | 1 (2.3 %) | 0.282 |
| Severe edemas | – | 2 (3.0 %) | 7 (5.5 %) | 5 (11.4 %) | <0.001 |
| Elevated liver enzymes | 27 (5.8 %) | 3 (4.5 %) | 14 (10.9 %) | 2 (4.5 %) | 0.161 |
| Platelet count ≤150/nL | 18 (3.9 %) | 3 (4.5 %) | 9 (7.0 %) | 1 (2.3 %) | 0.414 |
| Visual disturbances | 10 (2.2 %) | – | 3 (2.3 %) | – | 0.474 |
| Headache | 36 (7.8 %) | 2 (3.0 %) | 11 (8.6 %) | 3 (6.8 %) | 0.515 |
| Epigastric pain | 46 (9.9 %) | 3 (4.5 %) | 7 (5.5 %) | 2 (4.5 %) | 0.165 |
| Ascites/pleural effusion | – | – | 1 (0.8 %) | – | 0.213 |
| FGR suspected | 27 (5.8 %) | 20 (29.9 %) | 60 (46.9 %) | 13 (29.5 %) | <0.001 |
| Oligohydramnion | 8 (1.7 %) | 7 (10.4 %) | 15 (11.7 %) | 3 (6.8 %) | <0.001 |
| Umbilical artery pulsatility index | 1.01 (0.91–1.17) (n=439) |
1.32 (1.13–1.60) (n=63) |
1.39 (1.16–1.80) (n=116) |
1.13 (1.04–1.32) (n=41) |
<0.001 |
| Mean uterine pulsatility index | 0.93 (0.75–1.20) (n=342) |
1.15 (0.80–1.61) (n=59) |
1.67 (1.31–1.92) (n=108) |
1.34 (1.16–1.65) (n=36) |
<0.001 |
| sFlt-1, pg/mL | 1,557.0 (1,085.0–2,256.0) | 2,083.0 (1,631.0–3,918.0) | 9,299.0 (6,066.25–13,552.8) | 8,429.0 (6,323.3–11,248.5) | <0.001 |
| PlGF, pg/mL | 371.0 (220.10–636.8) | 97.10 (63.1–294.3) | 28.2 (16.7–50.6) | 43.0 (29.1–67.9) | <0.001 |
| sFlt-1/PlGF | 4.0 (3.0–8.0) | 31.0 (8.0–61.0) | 289.0 (172.0–556.8) | 174.5 (120.5–279.0) | <0.001 |
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Basic characteristics and symptoms of the total study cohort with suspected preeclampsia (PE) and/or fetal growth restriction (FGR) (n=702) are presented according to risk groups defined by sFlt-1/PlGF ratio ≥85 (high-risk) and sFlt-1/PlGF ratio <85, both with and without antenatal corticosteroid prophylaxis (ACS). Continuous variables are expressed as medians with interquartile ranges (IQRs), and categorical variables as numbers and percentages (%). Continuous variables were compared across the four outcome groups using the Kruskal–Wallis test, while categorical variables were analyzed using the Chi-square test. A p-value <0.05 was considered statistically significant.
Pregnancy outcomes are summarized in Table 2. Nearly all women in the high-risk ACS group (98.4 %) had a PE-related indication for delivery, with 92.2 % delivering ≤34+0 weeks. In comparison, 84.1 % of the high-risk women without ACS (29.5 % ≤34 weeks) and 62.7 % of low-risk women with ACS (49.3 % ≤34 weeks) delivered due to PE-related complications (p<0.001). The median interval from ACS to delivery was shorter in the high-risk vs. low-risk group (4.0 vs. 8.0 days (p<0.001)); 49.2 % of high-risk and 39.2 % of low-risk women delivered within the optimal window of 48 h to 7 days after ACS (p=0.232) (Table 3).
Pregnancy outcomes.
| Low-risk, no ACS n=463 |
Low-risk with ACS n=67 |
High-risk with ACS n=128 |
High-risk no ACS n=44 |
p-Value | |
|---|---|---|---|---|---|
| GA at delivery, weeks | 38+1 (37+0–39+3) | 32+3 (29+5–34+0) | 29+5 (26+6–32+0) | 34+3 (32+6–36+3) | <0.001 |
| Delivery within 48 h | 2 (0.4 %) | 5 (7.4 %) | 28 (21.9 %) | 10 (22.7 %) | <0.001 |
| Delivery within one week | 3 (0.6 %) | 13 (19.4 %) | 65 (50.8 %) | 16 (36.4 %) | <0.001 |
| Delivery ≤34+0 weeks | 9 (1.9 %) | 51 (76.1 %) | 120 (93.8 %) | 16 (36.4 %) | <0.001 |
| Days until delivery | 60.0 (42.0–80.0) | 28.0 (11.0–43.0) | 7.0 (3.0–17.8) | 16.5 (3.0–25.8) | <0.001 |
| Fetal birthweight, g | 3,045.0 (2,570.0–3,460.0) | 1,460.0 (998.0–2,160.0) | 992.5 (625–1,480) | 2,005.0 (1,601.3–2,228.8) | <0.001 |
| Percentile of fetal birthweight | 34.0 (13.0–63.0) | 18.0 (5.0–46.0) | 10.0 (3–21.8) | 10 (3–23.8) | <0.001 |
| Birth mode | |||||
| Spontaneous | 181 (39.1 %) | 7 (10.4 %) | 6 (4.7 %) | 7 (15.9 %) | <0.001 |
| Cesarean | 257 (55.5 %) | 60 (89.6 %) | 122 (95.3 %) | 37 (84.1 %) | <0.001 |
| Vaginal-operatively | 24 (5.2 %) | – | – | – | 0.005 |
| 5 min Apgar ≤7 | 23 (5.0 %) | 19 (28.4 %) | 39 (30.5 %) | 10 (22.7 %) | <0.001 |
| Na pH | 7.25 (7.21–7.29) | 7.26 (7.20–7.30) | 7.26 (7.21–7.29) | 7.25 (7.20–7.29) | 0.531 |
| neither PE nor FGR | 373 (80.6 %) | 22 (32.8 %) | 1 (0.8 %) | 4 (9.1 %) | <0.001 |
| PE | 42 (9.1 %) | 7 (10.4 %) | 37 (28.9 %) | 18 (40.9 %) | <0.001 |
| FGR+PE | 10 (2.2 %) | 16 (23.9 %) | 60 (46.9 %) | 14 (31.8 %) | <0.001 |
| FGR | 38 (8.2 %) | 22 (32.8 %) | 30 (23.4 %) | 8 (18.2 %) | <0.001 |
| Delivery because of PE/FGR | 78 (16.8 %) | 42 (62.7 %) | 126 (98.4 %) | 37 (84.1 %) | <0.001 |
| Maternal Adverse Outcome | 7 (1.5 %) | 6 (9.0 %) | 30 (23.4 %) | 20 (22.7 %) | <0.001 |
| HELLP- syndrome | 2 (0.4 %) | 1 (1.5 %) | 24 (18.8 %) | 8 (18.2 %) | <0.001 |
| Renal failure | 1 (0.2 %) | 3 (4.5 %) | 5 (3.9 %) | 2 (4.5 %) | <0.001 |
| Maternal cerebral bleeding | 2 (0.4 %) | – | 1 (0.8 %) | – | 0.793 |
| Lung edema | 1 (0.2 %) | 1 (1.5 %) | 3 (2.3 %) | – | 0.062 |
| Eclampsia | – | 1 (1.5 %) | 1 (0.8 %) | – | 0.112 |
| Disseminated intravascular coagulation | 1 (0.2 %) | – | – | – | 0.915 |
| Fetal/neonatal Adverse Outcome | 5 (1.1 %) | 41 (61.2 %) | 118 (92.2 %) | 16 (36.4 %) | <0.001 |
| PE-related delivery ≤34 weeks | 1 (0.2 %) | 33 (49.3 %) | 118 (92.2 %) | 13 (29.5 %) | <0.001 |
| Respiratory distress syndrome | 2 (0.4 %) | 30 (44.8 %) | 90 (70.3 %) | 7 (15.9 %) | <0.001 |
| Necrotizing enterocolitis | 1 (0.2 %) | 1 (1.5 %) | 4 (3.1 %) | – | 0.002 |
| Fetal/neonatal death | 1 (0.2 %) | 1 (1.5 %) | 11 (8.6 %) | 3 (6.8 %) | 0.002 |
| Intrauterine fetal death | 1 (1.5 %) | 4 (3.1 %) | 2 (4.5 %) | ||
| Neonatal death | 7 (5.5 %) | 1 (2.3 %) | |||
| Abruption of placenta | 3 (0.6 %) | – | 10 (7.8 %) | 5 (11.4 %) | <0.001 |
| Intraventricular hemorrhage | – | 2 (3.0 %) | 7 (5.5 %) | – | <0.001 |
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Pregnancy outcomes of the total study cohort with suspected preeclampsia (PE) and/or fetal growth restriction (FGR) (n=702) are presented according to risk groups defined by sFlt-1/PlGF ratio ≥85 (high-risk) and sFlt-1/PlGF ratio <85, both with and without antenatal corticosteroid prophylaxis (ACS). Continuous variables are expressed as medians with interquartile ranges (IQRs), and categorical variables as numbers and percentages (%). Comparisons of continuous variables across the four outcome groups were performed using the Kruskal–Wallis test, and categorical variables were analyzed using the Chi-square test. A p-value < 0.05 was considered statistically significant.
Antenatal corticosteroid administration (n=195 (27.8 %) received ACS).
| Total | High-risk | Low-risk | p-Value | |
|---|---|---|---|---|
| Time from ACS to delivery, days (IQR) | 4.0 (2.0–16.0) | 4.0 (2.0–11.0) | 8.0 (3.0–28.0) | <0.001 |
| Time from presentation to ACS (IQR) | 1.0 (0–9.0) | 0 (0–4.0) | 6.0 (0–21.0) | <0.001 |
| Delivery ≤34+0 weeks, n (%) | 171 (87.7 %) | 120 (93.8 %) | 51 (76.1 %) | <0.001 |
| ACS completed (2 administrations within 48 h), n (%) | 134 (78.4 %) | 94 (78.3 %) | 40 (78.4 %) | 0.989 |
| ACS Administration-to-birth-interval between 48 h and 7 days if birth −34+0 weeks (Ideal ACS) | 79 (46.2 %) | 59 (49.2 %) | 20 (39.2 %) | 0.232 |
| sFlt-1/PlGF ratio (IQR) | 169.0 (53.0–411.0) | 289.0 (173.0–555.5) | 31.0 (8.5–57.5) | <0.001 |
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A total of 195 patients (27.8 %) from the entire cohort received antenatal corticosteroids (ACS). The table presents the risk groups defined by an sFlt-1/PlGF ratio ≥85 (high-risk) and sFlt-1/PlGF ratio <85 (low-risk). Continuous variables were compared across the four outcome groups using the Mann–Whitney U test, while categorical variables were analyzed using the Chi-square test. A p-value <0.05 was considered statistically significant.
Median remaining pregnancy duration and gestational age at delivery differed significantly (p<0.001): High-risk women with ACS delivered after 7 days (IQR 3.0–17.8) at 29+5 weeks (IQR 26+6–32+0), high-risk women without ACS after 16.5 days (IQR 3.0–25.8) at 34+3 weeks (IQR 32+6–36+3), low-risk women with ACS after 28 days (IQR 11.0–43.0) at 32+3 weeks (IQR 29+5–34+0), and low-risk women without ACS after 60.0 days (IQR 42.0–80.0) at 38+1 weeks (IQR 37+0–39+3) (Figure 2). The earlier deliveries high-risk groups explained the high rate of neonatal respiratory distress syndrome (RDS): 70.3 % in the high-risk with ACS, 44.8 % in low-risk with ACS, 15.9 % in high-risk without ACS and 0.4 % in low-risk without ACS, (p<0.001). Table 4 summarizes the indications for preterm delivery ≤34 weeks’ gestation: In the high-risk group without ACS, 5 of 16 women (31.3 %) experienced placental abruption, and 3 of 16 (18.8 %) developed HELLP syndrome.

Kaplan-Meier-curve showing (A) the remaining pregnancy duration between high- and low-risk-patients with and without ACS and (B) Gestational age at delivery in these groups. Differences have been calculated with Log-Rank-test. The significance level is p=0.05. Red line: high-risk-group with sFlt-1/PlGF ≥85 with ACS; grey line: high-risk-group with sFlt-1/PlGF ≥85 without ACS; blue line: low-risk-group with sFlt-1/PlGF <85 with ACS; green line: low-risk-group with sFlt-1/PlGF <85 without ACS.
Indications for delivery ≤34+0 weeks.
| Patients giving birth ≤34+0 weeks: n=196 (27.9 % of the whole cohort) | |||||
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| Low-risk, no ACS 9 (1.9 %) |
Low-risk with ACS 51 (76.1 %) |
High-risk With ACS 120 (93.8 %) |
High-risk without ACS 16 (36.4 %) |
p-Value | |
| Indications for delivery | |||||
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| Preeclampsia (PE)-related indication | |||||
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| Hypertension | 2 (22.2 %) | 10 (19.6 %) | 49 (40.8 %) | 6 (37.6 %) | 0.004 |
| Decreasing platelet count | – | – | 3 (2.5 %) | – | 0.587 |
| HELLP-syndrome | – | 1 (2.0 %) | 22 (18.3 %) | 3 (18.8 %) | 0.017 |
| Placental abruption | – | – | 4 (3.3 %) | 5 (31.3 %) | <0.001 |
| Pleura Effusion or Ascites | – | – | 1 (0.8 %) | – | 0.888 |
| Renal failure | – | – | 1 (0.8 %) | – | 0.888 |
| Hyperreflexia | – | – | 1 (0.8 %) | – | 0.888 |
| Intrauterine fetal death | – | 1 (2.0 %) | 4 (3.3 %) | 1 (6.3 %) | 0.784 |
| Pathologic fetal Doppler results | – | 25 (49.0 %) | 48 (40 %) | 2 (12.5 %) | 0.005 |
| Pathologic cardiotocogram | 4 (44.4 %) | 12 (23.5 %) | 35 (29.2 %) | 4 (25 %) | 0.601 |
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| Other indications | |||||
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| Preterm contractions | 1 (11.1 %) | 7 (13.7 %) | 1 (0.8 %) | – | 0.002 |
| premature rupture of the membranes | 1 (11.1 %) | 3 (5.9 %) | 1 (0.8 %) | – | 0.080 |
| Chorioamnionitis | 1 (11.1 %) | 2 (3.9 %) | – | – | 0.023 |
| Placenta percreta-associated | – | 4 (7.8 %) | – | – | 0.009 |
| Placenta previa-associated | – | 1 (2.0 %) | – | – | 0.424 |
| Severe vaginal bleeding | – | 2 (3.9 %) | – | – | 0.125 |
| Pre-existing maternal disease | 1 (11.1 %) | 4 (7.8 %) | 1 (0.8 %) | – | 0.038 |
| Diabetes | 1 (11.1 %) | – | – | – | <0.001 |
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Indications for delivery in patients (n=196) who delivered ≤34+0 weeks of gestation are presented according to risk groups defined by sFlt-1/PlGF ratio ≥85 (high-risk) and sFlt-1/PlGF ratio <85, both with and without antenatal corticosteroid prophylaxis (ACS). Categorical variables are presented as numbers and percentages (%). Comparisons were performed using the Chi-square test, and a p-value <0.05 was considered statistically significant.
In contrast, low-risk groups more frequently had non-PE-related indication for delivery, such as preterm contractions (1 of 9 (11.1 %) without ACS; 7 of 51 (13.7 %) with ACS) or premature rupture of membranes (1 of 9 (11.1 %) without ACS; 3 of 51 (5.9 %) with ACS). Supplementary Table 1 shows the delivery indications for the 165/196 patients with PE-related delivery at ≤34 weeks’ gestation and the corresponding reasons for ACS administration.
The sFlt-1/PlGF ratio predicted PE-related delivery ≤34+0 weeks with an AUC of 0.95 (95 % CI 0.94–0.97), optimal cut-off of 52.5, sensitivity 87.9 % (95 % CI: 82.0–92.0), specificity 87.9 % (95 % CI 94.9–90.4), positive predictive value (PPV) of 69.1 % (95 % CI 62.5–74.9) and a negative predictive value (NPV) of 95.9 % (95 % CI 93.8–97.4) (Figure 3). Median sFlt-1/PlGF ratio was 252.0 (IQR 101.5–515.0) in women with PE-related delivery ≤34+0 weeks vs. 5.0 (IQR 3.0–12.0) in others (p<0.001). The corresponding time to delivery was 8.0 days (IQR 3.0–21.0) vs. 56.0 days (IQR 36.0–78.0) in the two groups (p<0.001).

sFlt-1/PlGF-ratio of women with- and without PE-related delivery ≤ 34+0 weeks. (A) Box plots showing the median sFlt-1/PlGF ratio of the cohorts with- and without PE-related delivery −34+0 weeks. In blue: n=537 patients without PE-related delivery −34+0 weeks, in red: n=165 patients with PE-related delivery −34+0 weeks. (B) Receiver-operating-curve (ROC) showing the predictive value of the sFlt-1/PlGF ratio for an indication to ACS because of a PE-related preterm birth ≤34+0 SSW generated an AUC of 0.95 (0.94–0.97), p<0.001.
Applying previously suggested cut-off-values (>655 or >1,000) yielded specificities of 100 % but sensitivities of only 17.6 and 7.3 %, respectively [19], [20], [21]. In this post-hoc validation of the present cohort, a specificity of 95 % (95 % CI 0.93–0.97) was achieved at a cut-off of 120 (sensitivity 71 %, 95 % CI 0.63–0.78), and a maximal specificity of 99 % (95 % CI 0.98–1.00) at a cut-off of 255 (sensitivity 49 %, 95 % CI 0.98–1.00).
Discussion
Summary of the main findings
In a real-world cohort of women with suspected PE and FGR before 34 weeks’ gestation, 86.0 % of women in the high-risk group as defined by a sFlt-1/PlGF ratio ≥85 and 95.3 % in the low-risk group with sFlt-1/PlGF ratio values <85 appropriately received ACS in anticipation of delivery ≤34+0 weeks. Overall, 23.5 % of women delivered at ≤34+0 weeks due to PE-related complications. The median sFlt-1/PlGF ratio in these cases was more than 50-fold higher than in women who did not deliver’ ≤34+0 weeks.
ROC analysis showed excellent predictive performance of the sFlt-1/PlGF ratio for PE-related delivery ≤34 weeks, with an AUC of 0.95. These findings highlight the strong predictive value of the sFlt-1/PlGF ratio and its potential to guide timely ACS administration. The high-risk group that received ACS exhibited the shortest median remaining pregnancy duration of 7 days and the lowest median gestational age at birth (29+5 weeks), underscoring the potential clinical utility of sFlt-1/PlGF–based risk stratification to optimize fetal outcomes through timely intervention.
Risk-stratification with the sFlt-1/PlGF ratio
Risk-stratification based on the sFlt-1/PlGF ratio was performed post-hoc. Although not used as a criterion for intervention, 76.2 % of high-risk women (92.2 % with- and 29.5 % without ACS) and 6.4 % of low-risk women (49.3 % with- and 0.2 % without ACS) delivered ≤34+0 weeks due to PE. This aligns with the findings of Rana et al., who reported that only 23 % of women with an sFlt-1/PlGF ratio >85 remained pregnant one week after presentation, compared with 75 % of those with levels <85 [5].
Among the false positives identified by an elevated sFlt-1/PlGF ratio but without PE-related preterm delivery ≤34+0 weeks, the 10 patients who received ACS likely experienced little or no benefit from ACS, but also no harm, as all delivered before 37+0 weeks [25].
Conversely, among women classified as low risk (sFlt-1/PlGF ratio <85), 34/530 (6.4 %) experienced a PE-related delivery at ≤34+0 weeks. From the perspective of the sFlt-1/PlGF ratio, these cases represent false negatives, as preterm delivery due to PE occurred despite low ratio levels. For clinical application, algorithms incorporating re-testing strategies in women with persistent symptoms of PE and FGR may improve the appropriate use of the sFlt-1/PlGF ratio with respect to ACS administration.
Among the false-negative cases, the median interval between presentation (and sFlt-1/PlGF measurement) and ACS administration was 29.0 days (IQR 10.0–41.0), which was similar to the interval between presentation and delivery (29.0 days, IQR 9.0–41.5). It is therefore conceivable that repeated measurement of the sFlt-1/PlGF ratio might have reclassified some of these cases as high risk. The fact that 33/34 (97.1 %) of these women ultimately received ACS suggests that subsequent clinical assessment – possibly reflecting evolving symptoms – may have influenced the decision to initiate corticosteroid administration.
These findings indicate that the sFlt-1/PlGF ratio identifies women at risk for PE-related delivery at ≤34 weeks and, consequently, for the need for ACS. The 24 % false positive rate (41/172 with sFlt-1/PlGF ratio ≥85 but without PE-related birth ≤34+0 weeks) that would have resulted in an ACS overtreatment is outweighed by the very low false negative rate. Only 6.4 % (34/530 with sFlt-1/PlGF ratio <85) of women destined to deliver preterm ≤34+0 weeks due to PE would have been missed.
Interestingly, Doppler abnormalities were common (49 %) in the low-risk ACS group, suggesting that Doppler findings identify fetal compromise but may not optimally guide the timing for ACS administration. These results correspond with Griffin et al., who reported shorter time to delivery with worsening umbilical artery flow abnormalities [26].
Determining optimal cut-off-values
According to European guidelines, antenatal steroids should be administered between 24+0 and 33+6 weeks, with individualized extension up to 34+6 weeks [27]. No guideline currently endorses sFlt-1/PlGF-based thresholds for ACS. Prior studies emphasized high specificity to avoid overtreatment [20], 21], 28]. In the post-hoc validation of the present cohort, the standard diagnostic cut-off of 85 identified most women requiring ACS. A specificity of 95 % was achieved at a cut-off of 120 (sensitivity of 71 %), while a cut-off of 255 maximized specificity (99 %) but markedly reduced sensitivity (49 %).
Limitations
This retrospective, single-center study included predominantly women with advanced manifestations of PE and FGR, limiting generalizability to milder cases. Although PE and FGR overlap as manifestations of placental dysfunction, separate analyses of these conditions would strengthen subsequent work, and multicenter validation will be essential to confirm these findings across broader and more heterogeneous clinical settings.
Conclusions
In this real-world cohort, one third of women with suspected PE or FGR required ACS, and appropriate decisions were made in 90 % of cases. The sFlt-1/PlGF ratio showed excellent predictive accuracy for PE/FGR-related delivery ≤34+0 weeks (AUC 0.95), confirming its clinical utility as a decision-support biomarker. An sFlt-1/PlGF ratio >255 should prompt counseling and consideration of ACS administration, balancing high specificity with timely intervention to optimize perinatal outcomes.
For prospective evaluation, as the sFlt-1/PlGF ratio is already well established as a standard tool for assessing the risk of PE-related adverse outcomes, a fully blinded assessment of its role in guiding ACS administration would be ethically challenging. Nevertheless, the present study may help support the ethical justification for a future prospective design. As a long-term goal, an algorithm integrating clinical signs, biomarkers, and their dynamic changes should be developed to provide structured guidance for ACS administration.
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Research ethics: The study was approved by the Institutional Ethics Committee (EA 1/252/19).
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Informed consent: Not applicable. This is a retrospective study. An informed consent was not necessary.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission. LLM collected and documented the data, conducted the statistical analyses, and drafted the manuscript. MH developed the concept and hypotheses for the analysis and revised the manuscript. ON developed the concept and hypotheses for the analysis and revised the manuscript. CS revised the manuscript and collected the data. WH revised the manuscript. SV provided guidance in developing the analysis endpoints, contributed to data collection, and drafted the manuscript.
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Use of Large Language Models, AI and Machine Learning Tools: None declared.
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Conflict of interest: S. Verlohren received speaker fees and participated in advisory boards from Comanche Biopharma, Roche Diagnostics, Siemens Healthineers and ThermoFisher. The other authors report no conflicts of interest.
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Research funding: None declared.
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Data availability: The data are available upon request.
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Supplementary Material
This article contains supplementary material (https://doi.org/10.1515/jpm-2025-0612).
© 2026 the author(s), published by De Gruyter, Berlin/Boston
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Articles in the same Issue
- Frontmatter
- Reviews
- Immunoediting in pregnancy: a new paradigm for understanding fetal tolerance and obstetric disease
- Virtual fetal holography for parental counseling and education: applications, limitations, and future directions
- Original Articles – Obstetrics
- RNA biomarkers in hypertensive disorders of pregnancy: systematic review
- Second pregnancy vaginal birth after cesarean- impact of maternal age on outcomes from a retrospective cohort study
- Analysis of changes in serum VEGF, β-hCG, and sFlt-1 levels in women with placenta accreta spectrum and the impact on prognosis
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- Effects of virtual reality on fear of birth, length of labor, and fetal well-being: a randomized controlled trial
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- Early unfavorable outcomes of second-trimester selective feticide for complicated monochorionic twins: single-operator experiences
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