Predictive value of the sFlt 1 and PlGF in women at risk for preeclampsia in the south of Vietnam Accepted Manuscript Predictive value of the sFlt 1 and PlGF in women at risk for preeclampsia in the s.
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Predictive value of the sFlt-1 and PlGF in women at risk for preeclampsia in the
south of Vietnam
Trung Huu Nguyen, Thanh Cong Bui, Tuan Minh Vo, Quan Minh Tran, Loan
Thi-Thanh Luu, Tai Duy Nguyen
DOI: https://doi.org/10.1016/j.preghy.2018.07.008
To appear in: Pregnancy Hypertension: An International Journal
of Women's Cardiovascular Health
Received Date: 5 March 2018
Revised Date: 4 July 2018
Accepted Date: 26 July 2018
Please cite this article as: Nguyen, T.H., Bui, T.C., Vo, T.M., Tran, Q.M., Luu, L.T-T., Nguyen, T.D., Predictive
value of the sFlt-1 and PlGF in women at risk for preeclampsia in the south of Vietnam, Pregnancy Hypertension:
An International Journal of Women's Cardiovascular Health (2018), doi: https://doi.org/10.1016/j.preghy 2018.07.008
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b
Department of Family and Preventive Medicine, The University of Oklahoma Health Sciences Center Address: 655 Research Parkway, Suite 400, Oklahoma City, Oklahoma, 73104, United States Emails: thanh-c-bui@ouhsc.edu, thanh.bui@aya.yale.edu Telephone: 1-405-271-8001 ext 50559
c
Oxford University Clinical Research Unit, Wellcome Trust Major Overseas Programme, Ho Chi Minh City, Vietnam Email: quantm@oucru.org, tranminhquan12332192@gmail.com Telephone: +84 8 39237954
d
Tu Du Hospital Address: 284 Cong Quynh Street, District 1, Ho Chi Minh City, Vietnam Email: luuloan123@gmail.com Telephone: 084-913935051
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Corresponding author:
Thanh Cong Bui, MD, DrPH,
Assistant Professor of Research
Department of Family and Preventive Medicine, College of Medicine,
The University of Oklahoma Health Sciences Center
Address: 655 Research Parkway, Suite 400, Oklahoma City, Oklahoma, 73104, United States Emails: thanh-c-bui@ouhsc.edu, thanh.bui@aya.yale.edu
Telephone: 1-405-271-8001 ext 50559
Suggested running head: Predictive value of the sFlt-1 and PlGF in preeclampsia
Abstract Word Count: 250
Manuscript Word Count: 2589
Number of tables: 5
Number of figures: 1
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Abstract
Background: It has been suggested that soluble fms-like tyrosine kinase receptor-1 (sFlt-1) and
placental growth factor (PlGF) play potential roles in preeclampsia diagnosis Nevertheless, studies on the use of sFlt-1, PlGF, and sFlt-1/PlGF ratio in predicting preeclampsia have found contradictory results Thus, more studies in different populations are needed
Objectives: This study aims to (i) examine the associations between sFlt-1, PlGF, or sFlt-1/PlGF
ratio at gestational ages of 24-28 weeks and subsequent preeclampsia, and (ii) estimate predictive values of these markers in southern Vietnamese women
Methods: We used a nested case-control design from a cohort of 490 pregnant women who were
at risk of preeclampsia The total sample size for statistical analysis consisted of 30 cases and 67controls Levels of sFlt-1 and PlGF were quantified by using a fully automated
electrochemiluminescence immunoassay platform (Elecsys®/Cobas®)
Results: The median of sFlt-1 concentration was not statistically different between case and
control groups The median PlGF concentration was lower (349.7 pg/ml versus 534.6 pg/ml,
P<.001) and the median sFlt-1/PlGF ratio was higher in the preeclampsia group (4.3 versus 1.9, P<.001) After adjusting for maternal age, gestational age, nullipara, and body mass index, the
odds of preeclampsia in women with an sFlt-1/PlGF ratio in the fourth quartile were 10 times greater than in women with an sFlt-1/PlGF ratio in the other quartiles (95% confidence interval,
3.2–31.4; P<.001)
Conclusions: This study contributes to the literature that sFlt-1/PlGF ratio measured at
gestational weeks 24–28 in southern Vietnamese women can separate preeclamptic from
normotensive cases
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Keywords: pregnancy-induced hypertension, placental growth factor, PlGF, soluble fms-like
tyrosine kinase, sFlt-1, preeclampsia
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INTRODUCTION
Preeclampsia, occurring in 2-8% of pregnancies worldwide, remains a common
morbidity and a leading cause of several maternal and fetal complications(1, 2).These
complications include maternal medical problems in organs (e.g., kidney, liver, brain), preterm birth, maternal mortality, and fetal or neonatal mortality In low- and middle-income countries where neonatal intensive care is limited or less accessible, the maternal and neonatal mortality and morbidity are considerably higher Clinical diagnosis of preeclampsia is typically and
principally based on hypertension and proteinuria(3); this is also a current practice in Vietnam It has been suggested that these classical standards are insufficient to diagnose preeclampsia early for better and proper management(3) Other reliable methods and biomarkers to detect
preeclampsia are needed, and thus have been broadly studied
In 2003-2004, Maynard and Levine reported potential roles of soluble fms-like tyrosine kinase receptor-1 (sFlt-1) and placental growth factor (PlGF) in the risk of preeclampsia(4-6) Specifically, PlGF concentration decreased from gestational weeks 13-18, while sFlt-1 and sFlt-1/PlGF ratio increased about 5 weeks before the occurrence of clinical signs of preeclampsia(4) Since then, several case-control and prospective studies have highlighted the relevance of sFlt-1 and PlGF in preeclampsia, and their potential usefulness in diagnosis and prediction of
preeclampsia(7-18) Nevertheless, findings of the associations between sFlt-1 or PlGF and preeclampsia were not consistent across studies, and the magnitude of associations varied
widely(19, 20) Studies on the use of sFlt-1, PlGF, and sFlt-1/PlGF ratio in predicting
preeclampsia also found contradictory results(20, 21) Possible explanations for the differences
in results include gestational age at the time of blood sampling, comorbidity at enrollment,
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selected testing methods, and measures of outcomes In addition, the suggested cut-off values and predictive efficacy of these markers varied largely across study countries(19, 21), suggesting that the changed levels of these markers in hypertensive pregnancy disorders may not necessarily
be similar in different ethnic and geographical populations Thus, more studies in different populations are needed
For these reasons, it is important to investigate the roles of sFlt-1, PlGF, and sFlt-1/PlGF ratio in predicting preeclampsia in Vietnam To our knowledge, there is only one study
examining this topic in women at weeks 15-19 of pregnancy in the north of Vietnam(22,
23).Measuring these biomarkers in early weeks of pregnancies, and hence too early prior to the onset of preeclampsia, may not be optimal because the altered magnitudes of the markers may not yet be observable Using a clinic-based population in the south of Vietnam, this study aims to (i) examine the associations between sFlt-1, PlGF, or sFlt-1/PlGF ratio at gestational ages of 24-
28 weeks and subsequent preeclampsia, and (ii) estimate predictive values of these markers
METHODS
Study design, setting, and sample size
We used a nested case-control design We enrolled a cohort of 490 pregnant women who visited the Obstetrics and Gynecology Clinic, Hospital of the University of Medicine and
Pharmacology in Ho Chi Minh City from October 2012 to June 2014 Inclusion criteria were women between 24-28 weeks of pregnancy who did not have preeclampsia at the time of
enrollment, but were at high risk according to the classification of the American Congress of Obstetricians and Gynecologists(24) Specifically, women were considered at risk for
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preeclampsia if they had one of the following risk factors: an age of ≥35 years, a duration of ≥10 years between this pregnancy and the last pregnancy, a history of preeclampsia, diagnosis of diabetes before this pregnancy, diagnosis of hypertension before this pregnancy, body mass index (BMI) ≥23, a history of systemic lupus erythematosus, or family history of preeclampsia Exclusion criteria were having two or more offspring, being diagnosed with preeclampsia at the time of enrollment, being diagnosed with a mental health issue, and refusing to participate At the time of enrollment, we obtained a 3-ml venous non-fasting blood sample from all participants and banked the samples (see details below) We provided routine care services to all participants according to the Vietnam national guidelines for reproductive healthcare(25), and followed up with them until 24 hours after delivery At the time of data collection for this study, there was no national specific guidelines for treating women at risk of preeclampsia with aspirin; therefore, none of the participants were treated with aspirin during the study
After follow-up, 24 (4.9%) women were lost to follow-up or did not have all key data about their pregnancies; these women were excluded Thus, the total cohort sample size was 466 Thirty women were diagnosed with preeclampsia during the follow-up; these women became cases Preeclampsia was defined as (i) a systolic blood pressure of at least 140 mm Hg or a diastolic blood pressure of at least 90 mm Hg, recorded on at least two occasions 4-hours apart (after a 5-minute rest), plus (ii) proteinuria (300 mg in a 24-hour excretion) or one or more systemic signs of severe preeclampsia (thrombocytopenia platelet count <100,000/microliter, impaired liver function, renal insufficiency, pulmonary edema, or new-onset cerebral or visual disturbances)(24) Each case was matched with an average of two controls (i.e., a 2:1 ratio) that
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Variables and measurement
The primary outcome was preeclampsia, defined as aforementioned The main predictors
of interest weresFlt-1, PlGF, and sFlt-1/PlGF ratio At the time of enrollment, participants’ blood samples were collected Serum was obtained through centrifugation (2,500 g for 15 minutes) and was stored at -80oC When cases and controls were identified, their stored serums were defrosted
at room temperature Levels of sFlt-1 and PlGF were quantified by using a fully automated electrochemiluminescence immunoassay platform (Elecsys®/Cobas®, Roche Diagnostics)
according to the manufacturer's instructions The detectable ranges of sFlt-1 and PlGF were10–85,000 pg/mL and 3–10,000 pg/mL, respectively
Other clinical data collected included blood pressure, body mass index (BMI), indicators
of liver function (SGOT, SGPT), indicators of kidney function (creatinine), thrombocytes
through blood tests, and proteinuria through urine tests These variables were collected through examination, laboratory test results, and medical records at the clinic Patient interviews with a structured questionnaire were used to obtain data on age, durations in years between pregnancies,
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history of hypertension, history of preeclampsia, history of diabetes, history of systemic lupus erythematosus, and family history of preeclampsia
Statistical analysis
Statistical analyses were performed using Stata 14.2 (StataCorp, College Station, TX)
We first performed basic descriptive statistics (percentages, means, medians) to examine each variable in each study group To explore differences in participants’ characteristics between case
and control groups, we used appropriate tests, such as t-test for normally-distributed continuous
variables or chi-squared test for categorical variables To examine differences in the main predictors of interest between case and control groups in bivariate analysis, we used the Mann-Whitney test for median comparison In multivariable analysis, we dichotomized values of sFlt-
1, PlGF, and sFlt-1/PlGF ratio at their third quartiles (Q3), as did previous studies (8, 26-29), so that the results could be more easily interpreted and compared Multivariable logistic regression models were performed to evaluate unadjusted and adjusted associations between each predictor
of interest and preeclampsia, reported as odds ratios (ORs) Variables included in multivariable models for adjustment were selected based on bivariate associations and a priori We also used logistic regression models to build receiver operator characteristic (ROC) curves to evaluate
predictive values of each biomarker All P values were two-tailed and were considered
statistically significant if <.05
RESULTS
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Table 1 displays demographic and clinical characteristics of women in the case versus control groups Bivariate analysis results suggest that women who developed preeclampsia had a higher BMI than did women who were normotensive All other demographic and clinical
characteristics, including gestational age at the time of blood collection, were similar in both case and control groups
Table 2 shows descriptive values of sFlt-1, PlGF, and sFlt-1/PlGF ratio in each group The median of sFlt-1 concentration was not statistically different between the two groups
However, the median of PlGF concentration was lower (349.7 pg/ml versus 534.6 pg/ml,
P<.001) and the median of sFlt-1/PlGF ratio was higher in the preeclampsia group (4.3 versus
1.9, P<.001)
Table 3 displays unadjusted and adjusted associations between preeclampsia and
maternal serum concentrations of sFlt-1, PlGF, and sFlt-1/PlGF ratio After adjusting for
maternal age, gestational age, nullipara, and BMI, the odds of preeclampsia in women with an sFlt-1/PlGF ratio in Q4 were 10 times greater than in women with an sFlt-1/PlGF ratio in Q3 or
lower (95% CI, 3.2–31.4; P<.001) A higher sFlt-1/PlGF ratio (in Q4) was also associated with
an earlier onset of preeclampsia in bivariate analysis (Table 4) Due to a small frequency of preeclampsia in our sample, we could not examine the adjusted associations between the
predictors and time to preeclampsia incidence Nevertheless, when we used ordinal logistic regression models to examine its associations with the predictors, controlled for BMI, the results were similar to those of the main outcome Specifically, time to preeclampsia incidence was not
associated with sFlt-1 (P=.433) but was associated with a lower PlGF level (P=.003) and with a higher sFlt-1/PlGF ratio (P<.001) The results of ROC analysis (Table 5) suggested that sFlt-
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antiangiogenic balance play an important role in the onset of preeclampsia
Although the directions of changes in sFlt-1, PlGF, and sFlt-1/PlGF ratio in preeclamptic women in our study are similar to most studies worldwide, there are subtle differences in our results First, in our study, the median of sFlt-1 concentration was higher in preeclamptic women than that in normotensive women, yet this difference was not statistically different Although this finding may be due to a moderate sample size, there are some other possible explanations for the non-significant difference As aforementioned, several studies worldwide found a significant increase in sFlt-1 in preeclamptic women, but other studies found no increase(19) The increase
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3) in our study is higher than that in some studies (8, 27), yet lower than that in other studies(28, 29) These differences may be due to a modest increase in sFlt-1 level in preeclamptic cases in our sample, with the associated reasons discussed above On another note, that PlGF but not sFlt-
1 is predictive of preeclampsia supports an important pathophysiologic question: whether the decrease in free PlGF circulating during preeclampsia is mediated by excess binding of sFlt-1 to PlGF or a decrease in placental PlGF production and release (i.e., placental impairment or abnormalities)(5, 31, 32) Evidence suggested that sFlt-1 often increases near the time of clinical symptoms and is secondary to placental ischemia or hypoxia occurs.(33, 34) This may explain why we observed a reduction in PlGF concentration but not yet an elevation in sFlt-1 level at weeks 24-28
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In our study, sFlt-1/PlGF ratio was generally superior to individual markers in predictive performance With a cut-off point that generated the best AUC, the sFlt-1/PlGF ratio had modest sensitivity (50.0%) and good specificity (86.6%) In a recent prospective, multi-country,
observational study to validate the performance of a sFlt-1/PlGF ratio in predicting the absence
or presence of preeclampsia in the short term, its ability to rule out preeclampsia in the
subsequent week was very high (negative predictive value = 99.3%; 95%CI, 97.9-99.9), while its ability to predict preeclampsia in the next 4 weeks was modest (positive predictive value = 36.7%; 95%CI, 28.4-45.7)(35) These findings suggest that sFlt-1/PlGF may have better
applications in excluding a potential occurrence of preeclampsia than in predicting
preeclampsia, even short-term or in women at risk
Additionally, the change and suggested cut-off value in our study are considerably lower than those in Verlohren’s and Zeisler’s studies in European medical centers, which used the Elecsys system to measure sFlt-1 and PlGF, as we did(26, 35, 36) Our results, however, are similar to findings from Nguyen’s study in the north of Vietnam,which also used Elecsys(22) Together, these findings highlight the possibility that the examined angiogenic and
antiangiogenic biomarkers, even though measured by the same technique, can vary significantly
in Vietnamese or other Asian populations If this is the case, further larger studies are needed to validate the reference and cut-off values of these markers in Vietnamese or other populations prior to their clinical application in preeclampsia diagnosis and management
The main strength of our study is the nested case-control design, which has advantages of
a prospective study and reduces uncertainty regarding the temporal sequence between exposure and disease onset Our study also has some limitations First, the study sample size is moderate
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Nevertheless, we were still able to observe significant differences in the main predictors between groups Second, we could measure sFlt-1 and PlGF at only one time-point during pregnancy (weeks 24–28), and thus could not fully evaluate the predictive performance of these biomarkers Finally, there is not a practical way to date the onset of preeclampsia timely and accurately; this limited our ability to utilize other statistical methods (e.g., Cox proportional hazard) that would allow us to better examine the biomarkers’ predictive performance
This study contributes to the literature that sFlt-1/PlGF ratio measured in southern
Vietnamese women at gestational weeks 24–28 can separate preeclamptic from normotensive cases Similar to previous longitudinal studies, the results suggest that the sFlt-1/PlGF ratio has good specificity, yet modest sensitivity Given a rare consistency in literature regarding the manifest differences of the biomarkers in preeclampsia prediction, further large multi-center prospective studies are needed to evaluate the biomarkers’ predictive ability in heterogeneous patient populations in Vietnam and other developing nations
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Table1: Clinical Characteristics of Study Sample
(N=67)
n (%)
Preeclampsia (N=30)
Kinh ethnicity (the major ethnicity in Vietnam) 96 (99.0%) 66 (98.5%) 30 (100.0%) -
Vocational school, college, or higher 65 (67.0%) 42 (62.7%) 23 (76.7%)