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Hernandez-Pacheco JA, Torres-Torres J, Martinez-Portilla RJ, Solis-Paredes JM, Estrada-Gutierrez G, Mateu-Rogell P, Nares-Torices MA, Lopez-Marenco ME, Escobedo-Segura KR, Posadas-Nava A, Villafan-Bernal JR, Rojas-Zepeda L, Becerra-Navarro NP, Casillas-Barrera M, Pichardo-Cuevas M, Muñoz-Manrique C, Cortes-Ramirez IA, Espino-y-Sosa S. sFlt-1 Is an Independent Predictor of Adverse Maternal Outcomes in Women With SARS-CoV-2 Infection and Hypertensive Disorders of Pregnancy. Front Med (Lausanne) 2022; 9:894633. [PMID: 35615097 PMCID: PMC9125178 DOI: 10.3389/fmed.2022.894633] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 03/31/2022] [Indexed: 12/19/2022] Open
Abstract
BackgroundPreeclampsia (PE) and COVID-19 share a common vascular–endothelial physiopathological pathway that may aggravate or worsen women's outcomes when both coexist. This study aims to evaluate the association of sFlt-1 levels and adverse maternal outcomes among positive SARS-CoV-2 pregnant women with and without hypertensive disorders of pregnancy (HDP).MethodsWe performed a multicenter retrospective cohort study of pregnant women with confirmed SARS-CoV-2 infection that required hospital admission. The exposed cohort comprised women with a diagnosis of an HDP. The primary outcome was a composite definition of adverse maternal outcome. The association between predictors and the main and secondary outcomes was assessed using an elastic-net regression which comprised a Lasso and Ridge regression method for automatic variable selection and penalization of non-statistically significant coefficients using a 10-fold cross-validation where the best model if automatically chosen by the lowest Akaike information criterion (AIC) and Bayesian information criteria (BIC).ResultsAmong 148 pregnant women with COVID-19, the best predictive model comprised sFlt-1 MoMs [odds ratio (OR): 5.13; 95% CI: 2.19–12.05], and HDP (OR: 32.76; 95% CI: 5.24–205). sFlt-1 MoMs were independently associated with an increased probability of an adverse maternal outcome despite adjusting for HDP.ConclusionsOur study shows that sFlt-1 is an independent predictor of adverse outcomes in women with SARS-CoV-2 despite hypertension status.
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Affiliation(s)
- Jose Antonio Hernandez-Pacheco
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
- Hospital de la Mujer, Mexico City, Mexico
| | - Johnatan Torres-Torres
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
- Hospital General de Mexico Dr. Eduardo Liceaga, Mexico City, Mexico
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City, Mexico
| | - Raigam Jafet Martinez-Portilla
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City, Mexico
| | - Juan Mario Solis-Paredes
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
| | - Guadalupe Estrada-Gutierrez
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
| | - Paloma Mateu-Rogell
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City, Mexico
- Centro de Investigación en Ciencias de la Salud, FCS, Universidad Anahuac México Campus Norte, Huixquilucan, Mexico
| | - Miguel Angel Nares-Torices
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
| | | | | | | | - Jose Rafael Villafan-Bernal
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City, Mexico
- Laboratory of Immunogenomics and Metabolic Diseases, Instituto Nacional de Medicina Genomica, Mexico City, Mexico
| | - Lourdes Rojas-Zepeda
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City, Mexico
- Maternal Fetal Medicine Department, Instituto Materno Infantil del Estado de Mexico, Toluca, Mexico
| | | | | | | | - Cinthya Muñoz-Manrique
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City, Mexico
| | | | - Salvador Espino-y-Sosa
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City, Mexico
- *Correspondence: Salvador Espino-y-Sosa
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Espino-y-Sosa S, Martinez-Portilla RJ, Torres-Torres J, Solis-Paredes JM, Estrada-Gutierrez G, Hernandez-Pacheco JA, Espejel-Nuñez A, Mateu-Rogell P, Juarez-Reyes A, Lopez-Ceh FE, Villafan-Bernal JR, Rojas-Zepeda L, Guzman-Guzman IP, Poon LC. Novel Ratio Soluble Fms-like Tyrosine Kinase-1/Angiotensin-II (sFlt-1/ANG-II) in Pregnant Women Is Associated with Critical Illness in COVID-19. Viruses 2021; 13:v13101906. [PMID: 34696336 PMCID: PMC8538263 DOI: 10.3390/v13101906] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 09/15/2021] [Accepted: 09/16/2021] [Indexed: 01/05/2023] Open
Abstract
Background: In healthy pregnancies, components of the Renin-Angiotensin system (RAS) are present in the placental villi and contribute to invasion, migration, and angiogenesis. At the same time, soluble fms-like tyrosine kinase 1 (sFlt-1) production is induced after binding of ANG-II to its receptor (AT-1R) in response to hypoxia. As RAS plays an essential role in the pathogenesis of COVID-19, we hypothesized that angiogenic marker (sFlt-1) and RAS components (ANG-II and ACE-2) may be related to adverse outcomes in pregnant women with COVID-19; Methods: Prospective cohort study. Primary outcome was severe pneumonia. Secondary outcomes were ICU admission, intubation, sepsis, and death. Spearman’s Rho test was used to analyze the correlation between sFlt-1 and ANG-II levels. The sFlt-1/ANG-II ratio was determined and the association with each adverse outcome was explored by logistic regression analysis and the prediction was assessed using receiver-operating-curve (ROC); Results: Among 80 pregnant women with COVID-19, the sFlt-1/ANG-II ratio was associated with an increased probability of severe pneumonia (odds ratio [OR]: 1.31; p = 0.003), ICU admission (OR: 1.05; p = 0.007); intubation (OR: 1.09; p = 0.008); sepsis (OR: 1.04; p = 0.008); and death (OR: 1.04; p = 0.018); Conclusion: sFlt-1/ANG-II ratio is a good predictor of adverse events such as pneumonia, ICU admission, intubation, sepsis, and death in pregnant women with COVID-19.
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Affiliation(s)
- Salvador Espino-y-Sosa
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City 06720, Mexico;
| | - Raigam Jafet Martinez-Portilla
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City 06720, Mexico;
| | - Johnatan Torres-Torres
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City 06720, Mexico;
- Maternal Fetal Medicine Department, Hospital General de Mexico, “Dr. Eduardo Liceaga”, Mexico City 06720, Mexico; (A.J.-R.); (F.E.L.-C.)
- Correspondence: ; Tel.: +52-55-5-520-9900 (ext. 317)
| | - Juan Mario Solis-Paredes
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
| | - Guadalupe Estrada-Gutierrez
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
| | - Jose Antonio Hernandez-Pacheco
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
| | - Aurora Espejel-Nuñez
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
| | - Paloma Mateu-Rogell
- Clinical Research Deparment, Instituto Nacional de Perinatologia Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (S.E.-y.-S.); (R.J.M.-P.); (J.M.S.-P.); (G.E.-G.); (J.A.H.-P.); (A.E.-N.); (P.M.-R.)
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City 06720, Mexico;
| | - Angeles Juarez-Reyes
- Maternal Fetal Medicine Department, Hospital General de Mexico, “Dr. Eduardo Liceaga”, Mexico City 06720, Mexico; (A.J.-R.); (F.E.L.-C.)
| | - Francisco Eduardo Lopez-Ceh
- Maternal Fetal Medicine Department, Hospital General de Mexico, “Dr. Eduardo Liceaga”, Mexico City 06720, Mexico; (A.J.-R.); (F.E.L.-C.)
| | - Jose Rafael Villafan-Bernal
- Iberoamerican Research Network in Obstetrics, Gynecology and Translational Medicine, Mexico City 06720, Mexico;
- Laboratory of Immunogenomics and Metabolic Diseases, Instituto Nacional de Medicina Genomica, Mexico City 14610, Mexico
| | - Lourdes Rojas-Zepeda
- Maternal Fetal Medicine Department, Instituto Materno Infantil del Estado de Mexico, Mexico City 50170, Mexico;
| | - Iris Paola Guzman-Guzman
- Faculty of Chemical-Biological Sciences, Autonomous University of Guerrero, Chilpancingo 39086, Mexico;
| | - Liona C. Poon
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Hong Kong, China;
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