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Uterine Ultrasound Doppler Hemodynamics of Magnesium Sulfate Combined with Labetalol in the Treatment of Pregnancy-Induced Hypertension Using Empirical Wavelet Transform Algorithm. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:7951342. [PMID: 35665288 PMCID: PMC9162808 DOI: 10.1155/2022/7951342] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/25/2022] [Accepted: 05/07/2022] [Indexed: 01/02/2023]
Abstract
The aim of this study was to explore the hemodynamic changes of magnesium sulfate combined with labetalol in the treatment of pregnancy-induced hypertension (PIH) under Doppler uterine ultrasound based on the empirical wavelet transform (EWT) algorithm. 500 patients with PIH in the hospital were selected and randomly divided into the control group (n = 250) and the observation group (n = 250). The control group was treated with conventional magnesium sulfate; the observation group was given labetalol based on magnesium sulfate drip in the control group. The uterine artery blood flow simulation model was established based on the EWT algorithm and compared with a short-time Fourier transform (STFT). The normalized root mean square error (NRMSE) of the STFT method was 0.19, and the NRMSE extracted by the EWT method was 0.13. After treatment, the blood pressure index, 24-hour urinary protein, and incidence of adverse birth outcomes in the observation group were lower than those in the control group; the effective rate of the control group (90.4%) was lower than that of the observation group (97.6%); the hemodynamic indexes of the uterine artery in the observation group were lower than those in the control group, and the differences were statistically significant (P < 0.05). The estimation accuracy of the EWT method was higher than that of the traditional STFT method; the combined treatment of magnesium sulfate and labetalol in patients with PIH had a remarkable effect, which could control the blood pressure index and reduce the 24-hour urinary protein; the uterine artery Doppler ultrasound examination could change hemodynamics and improve the adverse outcomes of mothers and infants.
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Reddy M, Palmer K, Rolnik DL, Wallace EM, Mol BW, Da Silva Costa F. Role of placental, fetal and maternal cardiovascular markers in predicting adverse outcome in women with suspected or confirmed pre-eclampsia. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 59:596-605. [PMID: 34985800 DOI: 10.1002/uog.24851] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 11/14/2021] [Accepted: 12/20/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVE To assess the performance of placental, fetal and maternal cardiovascular markers in the prediction of adverse perinatal and maternal outcomes in women with suspected or confirmed pre-eclampsia. METHODS This was a prospective prognostic accuracy study of women with suspected or confirmed pre-eclampsia who underwent a series of investigations to measure maternal hemodynamic indices, mean arterial pressure, augmentation index, ophthalmic artery peak systolic velocity (PSV) ratio, uterine artery pulsatility index (UtA-PI), fetal biometric and Doppler parameters, soluble fms-like tyrosine kinase-1 (sFlt-1) and placental growth factor (PlGF). The performance of these markers, individually or in combination, in predicting adverse perinatal and maternal outcomes was then assessed using receiver-operating-characteristics (ROC)-curve analysis. Adverse maternal outcome was defined as one or more of severe hypertension, admission to the intensive care unit, eclampsia, placental abruption, HELLP syndrome, disseminated intravascular coagulation, platelets < 100 × 109 /L, creatinine > 90 μmol/L and alanine aminotransferase > 100 U/L. Adverse perinatal outcome was defined as one or more of preterm birth at or before 34 + 0 weeks, neonatal intensive care unit admission for > 48 h, respiratory distress syndrome, intraventricular hemorrhage, hypoxic ischemic encephalopathy, necrotizing enterocolitis, retinopathy of prematurity and confirmed fetal infection. RESULTS We recruited 126 women with suspected (n = 31) or confirmed (n = 95) pre-eclampsia at a median gestational age of 33.9 weeks (interquartile range, 30.9-36.3 weeks). Pregnancies with adverse perinatal outcome compared to those without had a higher median UtA-PI (1.3 vs 0.8; P < 0.001), ophthalmic artery PSV ratio (0.8 vs 0.7; P = 0.01) and umbilical artery PI percentile (82.0 vs 68.5; P < 0.01) and lower median estimated fetal weight percentile (4.0 vs 43.0; P < 0.001), abdominal circumference percentile (4.0 vs 63.0; P < 0.001), middle cerebral artery PI percentile (28.0 vs 58.5; P < 0.001) and cerebroplacental ratio percentile (18.0 vs 46.5; P < 0.001). Pregnancies with adverse perinatal outcome also had a higher median sFlt-1 (8208.0 pg/mL vs 4508.0 pg/mL; P < 0.001), lower PlGF (27.2 pg/mL vs 76.3 pg/mL; P < 0.001) and a higher sFlt-1/PlGF ratio (445.4 vs 74.4; P < 0.001). The best performing individual marker for predicting adverse perinatal outcome was the sFlt-1/PlGF ratio (area under the ROC curve (AUC), 0.87 (95% CI, 0.81-0.93)), followed by estimated fetal weight (AUC, 0.81 (95% CI, 0.73-0.89)). Women who experienced adverse maternal outcome had a higher median sFlt-1 level (7471.0 pg/mL vs 5131.0 pg/mL; P < 0.001) and sFlt-1/PlGF ratio (204.3 vs 93.3; P < 0.001) and a lower PlGF level (37.0 pg/mL vs 66.1 pg/mL; P = 0.01) and estimated fetal weight percentile (16.5 vs 37.0; P = 0.04). All markers performed poorly in predicting adverse maternal outcome, with sFlt-1 (AUC, 0.69 (95% CI, 0.60-0.79)) and sFlt-1/PlGF ratio (AUC, 0.69 (95% CI, 0.59-0.78)) demonstrating the best individual performance. The addition of cardiovascular, fetal or other placental indices to the sFlt-1/PlGF ratio did not improve the prediction of adverse maternal or perinatal outcomes. CONCLUSIONS The sFlt-1/PlGF ratio performs well in predicting adverse perinatal outcomes but is a poor predictor of adverse maternal outcomes in women with suspected or diagnosed pre-eclampsia. The addition of cardiovascular or fetal indices to the model is unlikely to improve the prognostic performance of the sFlt-1/PlGF ratio. © 2022 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- M Reddy
- Department of Obstetrics and Gynaecology, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Monash Women's, Monash Health, Clayton, Victoria, Australia
| | - K Palmer
- Department of Obstetrics and Gynaecology, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Monash Women's, Monash Health, Clayton, Victoria, Australia
| | - D L Rolnik
- Department of Obstetrics and Gynaecology, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Monash Women's, Monash Health, Clayton, Victoria, Australia
| | - E M Wallace
- Department of Obstetrics and Gynaecology, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - B W Mol
- Department of Obstetrics and Gynaecology, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Aberdeen Centre for Women's Health Research, Institute of Applied Health Sciences, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - F Da Silva Costa
- Department of Obstetrics and Gynaecology, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
- Maternal Fetal Medicine Unit, Gold Coast University Hospital and School of Medicine, Griffith University, Gold Coast, Queensland, Australia
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Mohseni-Alsalhi Z, Laven SAJS, Janssen EBNJ, Wagenaar AL, van Kuijk SMJ, Spaanderman MEA, Ghossein-Doha C. A Multimarker Model for Aberrant Cardiac Geometry after Preeclampsia. J Clin Med 2022; 11:jcm11071900. [PMID: 35407506 PMCID: PMC8999797 DOI: 10.3390/jcm11071900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 03/13/2022] [Accepted: 03/22/2022] [Indexed: 02/06/2023] Open
Abstract
One out of four women with a history of preeclampsia shows abnormal cardiac remodeling consistent with subclinical heart failure (HF) in the first decade postpartum. Since these women are susceptible for developing remote symptomatic HF, development of a model for aberrant cardiac geometry as a first screening tool after delivery, is urgently needed. In this cross-sectional study, 752 preeclamptic women were included. Cardiovascular evaluation was conducted between six months and five years postpartum including cardiac ultrasound, systolic and diastolic blood pressure (SBP and DBP), plasma volume (PV) and biomarker assessment. We developed a multimarker model using uni- and multivariable linear regression and used the regression coefficients (RC) to develop a formula and estimate the aberrant cardiac remodeling in our population. Both SBP and PV were shown to be independently correlated with relative wall thickness (RWT) and left ventricular mass index (LVMi). C-reactive protein (CRP) and uric acid were independently correlated with RWT. Fibrinogen did not relate to either LVMi or RWT. This study displays markers of abnormal cardiac remodeling in former preeclamptic women, suggesting a combination of mechanical and biochemical factors that should be involved in worrisome chamber remodeling before clinical symptoms arise.
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Affiliation(s)
- Zenab Mohseni-Alsalhi
- Department of Obstetrics and Gynecology, School for Oncology and Developmental Biology, GROW, Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands; (S.A.J.S.L.); (E.B.N.J.J.); (A.L.W.); (M.E.A.S.); (C.G.-D.)
- Correspondence: ; Tel.: +31-433874764; Fax: +31-433874765
| | - Sophie A. J. S. Laven
- Department of Obstetrics and Gynecology, School for Oncology and Developmental Biology, GROW, Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands; (S.A.J.S.L.); (E.B.N.J.J.); (A.L.W.); (M.E.A.S.); (C.G.-D.)
| | - Emma B. N. J. Janssen
- Department of Obstetrics and Gynecology, School for Oncology and Developmental Biology, GROW, Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands; (S.A.J.S.L.); (E.B.N.J.J.); (A.L.W.); (M.E.A.S.); (C.G.-D.)
| | - Anique L. Wagenaar
- Department of Obstetrics and Gynecology, School for Oncology and Developmental Biology, GROW, Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands; (S.A.J.S.L.); (E.B.N.J.J.); (A.L.W.); (M.E.A.S.); (C.G.-D.)
| | - Sander M. J. van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands;
| | - Marc E. A. Spaanderman
- Department of Obstetrics and Gynecology, School for Oncology and Developmental Biology, GROW, Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands; (S.A.J.S.L.); (E.B.N.J.J.); (A.L.W.); (M.E.A.S.); (C.G.-D.)
- Department of Obstetrics and Gynecology, Radboud University Medical Center, MD 6200 Maastricht, The Netherlands
| | - Chahinda Ghossein-Doha
- Department of Obstetrics and Gynecology, School for Oncology and Developmental Biology, GROW, Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands; (S.A.J.S.L.); (E.B.N.J.J.); (A.L.W.); (M.E.A.S.); (C.G.-D.)
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center (MUMC+), MD 6200 Maastricht, The Netherlands
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Giorgione V, O'Driscoll J, Coutinho CM, Di Fabrizio C, Sharma R, Khalil A, Thilaganathan B. Peripartum echocardiographic changes in women with hypertensive disorders of pregnancy. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 59:365-370. [PMID: 34309939 DOI: 10.1002/uog.23745] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 07/18/2021] [Accepted: 07/19/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE Hypertensive disorders of pregnancy (HDP) are associated with significant myocardial dysfunction on echocardiography. The impact of hemodynamic changes related to volume redistribution following delivery on myocardial function in women with HDP has not been evaluated systematically. The aim of this study was to compare echocardiographic findings immediately before and after delivery in women with HDP. METHODS This was a prospective longitudinal study including 30 women with a diagnosis of HDP who underwent two consecutive transthoracic echocardiographic (TTE) examinations, before delivery and in the early postpartum period. Paired comparisons of the findings from the two assessments were performed. RESULTS Left-ventricular (LV) concentric remodeling or hypertrophy was detected in 21 (70%) patients. There was no significant difference in cardiac morphology indices such as LV mass index (78.9 ± 16.3 g/m2 vs 77.9 ± 15.4 g/m2 ; P = 0.611) or relative wall thickness (0.45 ± 0.1 vs 0.44 ± 0.1; P = 0.453) before vs after delivery. LV diastolic function did not demonstrate any peripartum variation, with similar left-atrial volume (52.4 ± 15.3 mL vs 51.0 ± 15.6 mL; P = 0.433), lateral E' (0.12 ± 0.03 m/s vs 0.12 ± 0.03 m/s; P = 0.307) and E/E' ratio (7.9 ± 2.2 vs 7.9 ± 1.7; P = 0.934) before vs after delivery. Systolic function indices, such as LV ejection fraction (57.5 ± 3.4% vs 56.4 ± 2.1%; P = 0.295) and global longitudinal strain (-15.3 ± 2.6% vs -15.1 ± 3.1%; P = 0.582), also remained unchanged between before vs after delivery. CONCLUSIONS Maternal hemodynamic changes associated with delivery did not influence significantly peripartum TTE indices in women with HDP. Suboptimal maternal echocardiographic findings in HDP are likely to be the consequence of chronic pregnancy cardiovascular load changes or pre-existing maternal cardiovascular impairment. Severity and persistence of myocardial dysfunction in the postpartum period may be related to the long-term maternal cardiovascular disease legacy of HDP. © 2021 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- V Giorgione
- Vascular Biology Research Center, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
| | - J O'Driscoll
- Department of Cardiology, St George's University Hospitals NHS Foundation Trust, London, UK
- School of Psychology and Life Sciences, Canterbury Christ Church University, Canterbury, UK
| | - C M Coutinho
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
- Department of Gynecology and Obstetrics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - C Di Fabrizio
- Vascular Biology Research Center, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
| | - R Sharma
- Department of Cardiology, St George's University Hospitals NHS Foundation Trust, London, UK
| | - A Khalil
- Vascular Biology Research Center, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
| | - B Thilaganathan
- Vascular Biology Research Center, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
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Melchiorre K, Giorgione V, Thilaganathan B. The placenta and preeclampsia: villain or victim? Am J Obstet Gynecol 2022; 226:S954-S962. [PMID: 33771361 DOI: 10.1016/j.ajog.2020.10.024] [Citation(s) in RCA: 83] [Impact Index Per Article: 41.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 09/28/2020] [Accepted: 10/19/2020] [Indexed: 12/20/2022]
Abstract
Preeclampsia is a disease whose characterization has not changed in the 150 years since the cluster of signs associated with the disorder were first described. Although our understanding of the pathophysiology of preeclampsia has advanced considerably since then, there is still little consensus regarding the true etiology of preeclampsia. As a consequence, preeclampsia has earned the moniker "disease of theories," predominantly because the underlying biological mechanisms linking clinical epidemiologic findings to observed organ dysfunction in preeclampsia are far from clear. Despite the lack of cohesive evidence, expert consensus favors the hypothesis that preeclampsia is a primary placental disorder. However, there is now emerging evidence that suboptimal maternal cardiovascular performance resulting in uteroplacental hypoperfusion is more likely to be the cause of secondary placental dysfunction in preeclampsia. Preeclampsia and cardiovascular disease share the same risk factors, preexisting cardiovascular disease is the strongest risk factor (chronic hypertension, congenital heart disease) for developing preeclampsia, and there are now abundant data from maternal echocardiography and angiogenic marker studies that cardiovascular dysfunction precedes the development of preeclampsia by several weeks or months. Importantly, cardiovascular signs and symptoms (hypertension, cerebral edema, cardiac dysfunction) predominate in preeclampsia at clinical presentation and persist into the postnatal period with a 30% risk of chronic hypertension in the decade after birth. Placental malperfusion caused by suboptimal maternal cardiovascular performance may lead to preeclampsia, thereby explaining the preponderance of cardiovascular drugs (aspirin, calcium, statins, metformin, and antihypertensives) in preeclampsia prevention strategies. Despite the seriousness of the maternal and fetal consequences, we are still developing sensitive screening, reliable diagnostic, effective therapeutic, or improvement strategies for postpartum maternal cardiovascular legacy in preeclampsia. The latter will only become clear with an acceptance and understanding of the cardiovascular etiology of preeclampsia.
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Affiliation(s)
- Karen Melchiorre
- Department of Obstetrics and Gynaecology, Spirito Santo Tertiary Level Hospital of Pescara, Pescara, Italy
| | - Veronica Giorgione
- Molecular and Clinical Sciences Research Institute, St George's University of London, London, United Kingdom
| | - Basky Thilaganathan
- Molecular and Clinical Sciences Research Institute, St George's University of London, London, United Kingdom; Fetal Medicine Unit, Department of Obstetrics and Gynaecology, St George's University Hospitals NHS Foundation Trust, London, United Kingdom.
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Gibbone E, Huluta I, Wright A, Nicolaides KH, Charakida M. Maternal Cardiac Function at Midgestation and Development of Preeclampsia. J Am Coll Cardiol 2022; 79:52-62. [PMID: 34991789 DOI: 10.1016/j.jacc.2021.10.033] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 10/06/2021] [Accepted: 10/12/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND Preeclampsia (PE) is an independent risk factor for adverse maternal cardiovascular outcomes. The role of maternal cardiac function in the pathophysiology of PE remains unclear. OBJECTIVES This study sought to describe differences in cardiac function at midgestation between women who develop PE and those with uncomplicated pregnancy and to establish whether routine cardiac assessment at midgestation can improve performance of screening for PE achieved by established biomarkers. METHODS Mean arterial pressure was measured, medical history was obtained, and left ventricular (LV) systolic and diastolic functions were assessed using standard echocardiography and speckle tracking imaging. Uterine artery pulsatility index and serum placental growth factor and soluble fms-like tyrosine kinase-1 were measured. RESULTS In 4,795 pregnancies, 126 (2.6%) developed PE. Following multivariable analysis, peripheral vascular resistance was significantly higher and LV global longitudinal systolic strain, ejection fraction, cardiac output, and left atrial area were mildly lower in women who developed PE compared to those who did not. There was a weak association between maternal cardiovascular indices and biomarkers of placental perfusion and function. Cardiac indices did not improve the performance of screening for PE on top of maternal risk factors, mean arterial pressure, and biomarkers of placental perfusion and function. CONCLUSION Women who develop PE have an increase in peripheral vascular resistance and a mild reduction in LV functional cardiac indices long before PE development. However, cardiac indices do not improve the performance of screening for PE; thus, their routine clinical use is not advocated.
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Affiliation(s)
- Elena Gibbone
- Harris Birthright Research Centre for Fetal Medicine, King's College London, London, United Kingdom
| | - Iulia Huluta
- Harris Birthright Research Centre for Fetal Medicine, King's College London, London, United Kingdom
| | - Alan Wright
- Institute of Health Research, University of Exeter, Exeter, United Kingdom
| | - Kypros H Nicolaides
- Harris Birthright Research Centre for Fetal Medicine, King's College London, London, United Kingdom.
| | - Marietta Charakida
- Harris Birthright Research Centre for Fetal Medicine, King's College London, London, United Kingdom; School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom
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Binder J, Kalafat E, Palmrich P, Pateisky P, Khalil A. Angiogenic markers and their longitudinal change for predicting adverse outcomes in pregnant women with chronic hypertension. Am J Obstet Gynecol 2021; 225:305.e1-305.e14. [PMID: 33812812 DOI: 10.1016/j.ajog.2021.03.041] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Revised: 03/19/2021] [Accepted: 03/25/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Women with chronic hypertension are at increased risk for adverse maternal and perinatal outcomes. Maternal serum angiogenic markers, such as soluble fms-like tyrosine kinase 1 and placental growth factor, can be used to triage women with suspected preeclampsia. However, data about these markers in pregnant women with chronic hypertension are scarce. OBJECTIVE We aimed to evaluate the predictive accuracy of maternal serum levels of soluble fms-like tyrosine kinase 1, placental growth factor, and their ratio for predicting adverse maternal and perinatal outcomes in women with chronic hypertension. STUDY DESIGN This was a retrospective analysis of prospectively collected data from January 2013 to October 2019 at the University of Vienna Hospital, Vienna, Austria. The inclusion criteria were pregnant women with chronic hypertension and suspected preeclampsia. The primary outcome of this study was the prognostic performance of angiogenic markers for the prediction of adverse maternal and perinatal outcomes in pregnant women with chronic hypertension. The accuracy of angiogenic markers for predicting adverse composite outcomes was assessed with a binomial logistic regression. The accuracy of each marker was assessed using receiver operating characteristics curves and area under the curve values. Area under the curve values were compared using De Long's test. RESULTS Of the 145 included women with chronic hypertension and suspected superimposed preeclampsia, 26 (17.9%) women developed complications (ie, composite adverse maternal or fetal outcomes) within 1 week of assessment (average gestational age at assessment, 29.9 weeks) and 35 (24.1%) developed complications at any time (average gestational age at assessment, 30.1 weeks). In women who developed complications at any time, the median maternal serum soluble fms-like tyrosine kinase-1 to placental growth factor ratio was 149.4 (interquartile range, 64.6-457.4) compared with 8.0 (interquartile range, 3.37-41.2) for women who did not develop complications (P<.001). The area under the curve values for the maternal serum soluble fms-like tyrosine kinase-1 to placental growth factor ratio Z-score (0.95; 95% confidence interval, 0.90-0.99) and placental growth factor level Z-score (0.94; 95% confidence interval, 0.88-0.99) for predicting complications within 1 week of assessment were very high. The area under the curve values for new-onset edema (0.61; 95% confidence interval, 0.52-0.70), proteinuria (0.62; 95% confidence interval, 0.52-0.71), high mean arterial pressure (0.52; 95% confidence interval, 0.50-0.54), and other symptoms of preeclampsia (0.57; 95% confidence interval, 0.49-0.65) were all significantly lower than for the angiogenic markers (P<.001 for all). Women who had an angiogenic imbalance and/or proteinuria had the highest rate of complications (28/57, 49.1%). The rate of complications in women with an angiogenic imbalance and/or proteinuria was significantly higher than in women with either proteinuria, other symptoms, or intrauterine growth restriction in the absence of an angiogenic imbalance (49.1% vs 16.7%; P=.039). The highest positive and negative predictive values for predicting adverse outcomes were demonstrated by an angiogenic imbalance and/or proteinuria criteria with a positive predictive value of 49.1% (95% confidence interval, 50.4%-57.9%) and a negative predictive value of 92% (95% confidence interval, 85.5%-95.8%). Longitudinal changes in measurements of the gestational age-corrected ratio of soluble fms-like tyrosine kinase-1 to placental growth factor up to the last measurement had a significantly higher area under the curve value than the last measurement alone (area under the curve, 0.95; 95% confidence interval, 0.92-0.99 vs 0.87; 95% confidence interval, 0.79-0.95; P=.024) CONCLUSION: Maternal serum angiogenic markers are superior to clinical assessment in predicting adverse maternal and perinatal outcomes in pregnant women with chronic hypertension. Repeated measurements of the ratio of soluble fms-like tyrosine kinase-1 to placental growth factor seems beneficial given the better predictive accuracy compared with a single measurement alone. The use of angiogenic makers should be implemented in clinical management guidelines for pregnant women with chronic hypertension.
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