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Giachini FR, Galaviz-Hernandez C, Damiano AE, Viana M, Cadavid A, Asturizaga P, Teran E, Clapes S, Alcala M, Bueno J, Calderón-Domínguez M, Ramos MP, Lima VV, Sosa-Macias M, Martinez N, Roberts JM, Escudero C. Vascular Dysfunction in Mother and Offspring During Preeclampsia: Contributions from Latin-American Countries. Curr Hypertens Rep 2017; 19:83. [PMID: 28986756 DOI: 10.1007/s11906-017-0781-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Pregnancy is a physiologically stressful condition that generates a series of functional adaptations by the cardiovascular system. The impact of pregnancy on this system persists from conception beyond birth. Recent evidence suggests that vascular changes associated with pregnancy complications, such as preeclampsia, affect the function of the maternal and offspring vascular systems, after delivery and into adult life. Since the vascular system contributes to systemic homeostasis, defective development or function of blood vessels predisposes both mother and infant to future risk for chronic disease. These alterations in later life range from fertility problems to alterations in the central nervous system or immune system, among others. It is important to note that rates of morbi-mortality due to pregnancy complications including preeclampsia, as well as cardiovascular diseases, have a higher incidence in Latin-American countries than in more developed countries. Nonetheless, there is a lack both in the amount and impact of research conducted in Latin America. An impact, although smaller, can be seen when research in vascular disorders related to problems during pregnancy is analyzed. Therefore, in this review, information about preeclampsia and endothelial dysfunction generated from research groups based in Latin-American countries will be highlighted. We relate the need, as present in many other countries in the world, for increased effective regional and international collaboration to generate new data specific to our region on this topic.
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Affiliation(s)
- Fernanda Regina Giachini
- Laboratory of Vascular Biology, Institute of Health Sciences and Health, Universidade Federal de Mato Grosso, Barra do Garcas, MT, Brazil
| | | | - Alicia E Damiano
- Laboratorio de Biología de la Reproducción, IFIBIO Houssay-UBA-CONICET, Buenos Aires, Argentina.,Departamento de Ciencias Biológicas, Facultad de Farmacia y Bioquimica, UBA, Buenos Aires, Argentina
| | - Marta Viana
- Biochemistry and Molecular Biology, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Madrid, Spain
| | - Angela Cadavid
- Grupo Reproducción, Departamento de Fisiologia, Facultad de Medicina Universidad de Antioquia, Medellin, Colombia
| | | | - Enrique Teran
- Colegio de Ciencias de la Salud, Universidad San Francisco de Quito, Quito, Ecuador
| | - Sonia Clapes
- Universidad de Ciencias Médicas de La Habana, Havana, Cuba
| | - Martin Alcala
- Biochemistry and Molecular Biology, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Madrid, Spain
| | - Julio Bueno
- Grupo Reproducción, Departamento de Fisiologia, Facultad de Medicina Universidad de Antioquia, Medellin, Colombia
| | - María Calderón-Domínguez
- Biochemistry and Molecular Biology, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Madrid, Spain
| | - María P Ramos
- Biochemistry and Molecular Biology, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Madrid, Spain
| | - Victor Vitorino Lima
- Laboratory of Vascular Biology, Institute of Health Sciences and Health, Universidade Federal de Mato Grosso, Barra do Garcas, MT, Brazil
| | - Martha Sosa-Macias
- Pharmacogenomics Academia, Instituto Politécnico Nacional-CIIDIR Durango, Durango, Mexico
| | - Nora Martinez
- Laboratorio de Biología de la Reproducción, IFIBIO Houssay-UBA-CONICET, Buenos Aires, Argentina
| | - James M Roberts
- Magee-Womens Research Institute, Departments of Obstetrics, Gynecology and Reproductive Sciences, Epidemiology, and the Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, USA
| | - Carlos Escudero
- Vascular Physiology Laboratory Group of Investigation in Tumor Angiogenesis (GIANT) Group of Research and Innovation in Vascular Health (GRIVAS Health) Basic Sciences Department Faculty of Sciences, Universidad del Bio-Bio, Chillan, Chile.
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Saleh L, Vergouwe Y, van den Meiracker AH, Verdonk K, Russcher H, Bremer HA, Versendaal HJ, Steegers EAP, Danser AHJ, Visser W. Angiogenic Markers Predict Pregnancy Complications and Prolongation in Preeclampsia: Continuous Versus Cutoff Values. Hypertension 2017; 70:1025-1033. [PMID: 28847893 DOI: 10.1161/hypertensionaha.117.09913] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Revised: 07/10/2017] [Accepted: 08/09/2017] [Indexed: 02/07/2023]
Abstract
To assess the incremental value of a single determination of the serum levels of sFlt-1 (soluble Fms-like tyrosine kinase 1) and PlGF (placental growth factor) or their ratio, without using cutoff values, for the prediction of maternal and fetal/neonatal complications and pregnancy prolongation, 620 women with suspected/confirmed preeclampsia, aged 18 to 48 years, were included in a prospective, multicenter, observational cohort study. Women had singleton pregnancies and a median pregnancy duration of 34 (range, 20-41) weeks. Complications occurred in 118 women and 248 fetuses. The median duration between admission and delivery was 12 days. To predict prolongation, PlGF showed the highest incremental value (R2=0.72) on top of traditional predictors (gestational age at inclusion, diastolic blood pressure, proteinuria, creatinine, uric acid, alanine transaminase, lactate dehydrogenase, and platelets) compared with R2=0.53 for the traditional predictors only. sFlt-1 showed the highest value to discriminate women with and without maternal complications (C-index=0.83 versus 0.72 for the traditional predictors only), and the sFlt-1/PlGF ratio showed the highest value to discriminate fetal/neonatal complications (C-index=0.86 versus 0.78 for the traditional predictors only). Applying previously suggested cutoff values for the sFlt-1/PlGF ratio yielded lower incremental values than applying continuous values. In conclusion, sFlt-1 and PlGF are strong and independent predictors for days until delivery along with maternal and fetal/neonatal complications on top of the traditional criteria. Their use as continuous variables (instead of applying cutoff values for different gestational ages) should now be tested in a prospective manner, making use of an algorithm calculating the risk of an individual woman with suspected/confirmed preeclampsia to develop complications.
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Affiliation(s)
- Langeza Saleh
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - Yvonne Vergouwe
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - Anton H van den Meiracker
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - Koen Verdonk
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - Henk Russcher
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - Henk A Bremer
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - Hans J Versendaal
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - Eric A P Steegers
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
| | - A H Jan Danser
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.).
| | - Willy Visser
- From the Division of Vascular Medicine and Pharmacology, Department of Internal Medicine (L.S., A.H.v.d.M., A.H.J.D., W.V.), Division Obstetrics and Prenatal Medicine, Department of Obstetrics and Gynecology (L.S., E.A.P.S., W.V.), Department of Public Health, Centre for Medical Decision Sciences (Y.V.), and Department of Clinical Chemistry (H.R.), Erasmus MC, Rotterdam, The Netherlands; Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, The Netherlands (K.V.); Department of Obstetrics and Gynecology, Reinier de Graaf Hospital, Delft, The Netherlands (H.A.B.); and Department of Obstetrics and Gynecology, Maasstad Hospital, Rotterdam, The Netherlands (H.J.V.)
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Erez O, Romero R, Maymon E, Chaemsaithong P, Done B, Pacora P, Panaitescu B, Chaiworapongsa T, Hassan SS, Tarca AL. The prediction of late-onset preeclampsia: Results from a longitudinal proteomics study. PLoS One 2017; 12:e0181468. [PMID: 28738067 PMCID: PMC5524331 DOI: 10.1371/journal.pone.0181468] [Citation(s) in RCA: 87] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 06/30/2017] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Late-onset preeclampsia is the most prevalent phenotype of this syndrome; nevertheless, only a few biomarkers for its early diagnosis have been reported. We sought to correct this deficiency using a high through-put proteomic platform. METHODS A case-control longitudinal study was conducted, including 90 patients with normal pregnancies and 76 patients with late-onset preeclampsia (diagnosed at ≥34 weeks of gestation). Maternal plasma samples were collected throughout gestation (normal pregnancy: 2-6 samples per patient, median of 2; late-onset preeclampsia: 2-6, median of 5). The abundance of 1,125 proteins was measured using an aptamers-based proteomics technique. Protein abundance in normal pregnancies was modeled using linear mixed-effects models to estimate mean abundance as a function of gestational age. Data was then expressed as multiples of-the-mean (MoM) values in normal pregnancies. Multi-marker prediction models were built using data from one of five gestational age intervals (8-16, 16.1-22, 22.1-28, 28.1-32, 32.1-36 weeks of gestation). The predictive performance of the best combination of proteins was compared to placental growth factor (PIGF) using bootstrap. RESULTS 1) At 8-16 weeks of gestation, the best prediction model included only one protein, matrix metalloproteinase 7 (MMP-7), that had a sensitivity of 69% at a false positive rate (FPR) of 20% (AUC = 0.76); 2) at 16.1-22 weeks of gestation, MMP-7 was the single best predictor of late-onset preeclampsia with a sensitivity of 70% at a FPR of 20% (AUC = 0.82); 3) after 22 weeks of gestation, PlGF was the best predictor of late-onset preeclampsia, identifying 1/3 to 1/2 of the patients destined to develop this syndrome (FPR = 20%); 4) 36 proteins were associated with late-onset preeclampsia in at least one interval of gestation (after adjustment for covariates); 5) several biological processes, such as positive regulation of vascular endothelial growth factor receptor signaling pathway, were perturbed; and 6) from 22.1 weeks of gestation onward, the set of proteins most predictive of severe preeclampsia was different from the set most predictive of the mild form of this syndrome. CONCLUSIONS Elevated MMP-7 early in gestation (8-22 weeks) and low PlGF later in gestation (after 22 weeks) are the strongest predictors for the subsequent development of late-onset preeclampsia, suggesting that the optimal identification of patients at risk may involve a two-step diagnostic process.
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Affiliation(s)
- Offer Erez
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, United States of America
- Maternity Department “D” and Obstetrical Day Care Center, Division of Obstetrics and Gynecology, Soroka University Medical Center, School of Medicine, Faculty of Heath Sciences, Ben Gurion University of the Negev, Beer Sheva, Israel
| | - Roberto Romero
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan, United States of America
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, Michigan, United States of America
- * E-mail: (RR); (ALT)
| | - Eli Maymon
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, United States of America
| | - Piya Chaemsaithong
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
| | - Bogdan Done
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
| | - Percy Pacora
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, United States of America
| | - Bogdan Panaitescu
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, United States of America
| | - Tinnakorn Chaiworapongsa
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, United States of America
| | - Sonia S. Hassan
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, United States of America
| | - Adi L. Tarca
- Perinatology Research Branch, Program for Perinatal Research and Obstetrics, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services, Bethesda, Maryland, and Detroit, Michigan, United States of America
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, United States of America
- Department of Computer Science, Wayne State University College of Engineering, Detroit, Michigan, United States of America
- * E-mail: (RR); (ALT)
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