Clinical utility of thrombophilia, anticoagulant treatment and maternal variables as predictors of placenta-mediated pregnancy complications: an extensive analysis
Lafalla, Olivia ; Esteban Escaño, Luis Mariano ; Lou Mercade, Ana Cristina (Universidad de Zaragoza) ; Cornudella, Rosa ; Domínguez, Manuel ; Sanz Saiz, Gerardo (Universidad de Zaragoza) ; Borque Fernando, Ángel (Universidad de Zaragoza)
Resumen: Objective: The objective of this study is to analyze the usefulness of thrombophilia and antithrombotic drugs in combination with materno-fetal characteristics to generate a predictive model of placenta-mediated pregnancy complications (PMPC) for counseling treatment.
Methods: A retrospective analysis was performed in women with singleton pregnancy that required a thrombophilia study, including 222 patients with unknown cause PMPC and 151 women with no complications at current pregnancy in Hospital Clínico Universitario, Lozano, Blesa, Zaragoza, Spain. Chi-squared and Mann–Whitney test were applied to analyze univariate risk factors. Multivariate analysis was performed using logistic regression model with candidate variables: maternal characteristics, obstetric history, thrombophilia, and treatment with low-molecular-weight heparin (LMWH) and/or with acid acetylsalicylic (ASA). The calibration, discrimination, and best cutoff point for the clinical application of the model was analyzed.
Results: Maternal characteristics showed differences in median body mass index (BMI), odds ratio (OR): 0.4, smoking habit, OR: 8.5, and hypertension, OR: 11.4, appearing all of them as risk factors. In our study, a prior pregnancy that ended in a child alive was a protective factor OR: 0.02–0.4, and having a previous preterm child was a strong risk factor OR: 4.2. Thrombophilia was not a risk factor. Patients under LMWH treatment (15%) and/or ASA (6.2%) had better pregnancy outcomes, showing both as protective factors: ASA OR: 0.32 and LMWH OR: 0.16. The model has an AUC value of 0.847, with good calibration. A nomogram and an app is provided for this adjusted model with high discrimination ability in internal validation (AUC = 0.833). Our clinical utility analysis guide us to choose 40% as the best threshold probability.
Conclusions: We found risk and protective factors associated with PMPC, but our data were not conclusive to demonstrate its relation with maternal thrombophilia. However, the challenger finding is the clinical utility of antithrombotic drugs as a protective factors in PMPC prevention. It is possible to identify patients with high risk of PMPC through a combined predictive model, for counseling treatment.
Idioma: Inglés
DOI: 10.1080/14767058.2019.1611764
Año: 2021
Publicado en: Journal of Maternal-Fetal and Neonatal Medicine 34, 4 (2021), 588-598
ISSN: 1476-7058
Factor impacto JCR: 2.323 (2021)
Categ. JCR: OBSTETRICS & GYNECOLOGY rank: 61 / 85 = 0.718 (2021) - Q3 - T3
Factor impacto CITESCORE: 4.0 - Medicine (Q2)
Factor impacto SCIMAGO: 0.61 - Pediatrics, Perinatology and Child Health (Q2) - Obstetrics and Gynecology (Q2)
Financiación: info:eu-repo/grantAgreement/ES/MINECO/MTM2017-83812-P
Tipo y forma: Article (Published version)
Área (Departamento): Área Estadís. Investig. Opera. (Dpto. Métodos Estadísticos)
Área (Departamento): Área Obstetricia y Ginecología (Dpto. Cirugía)
Área (Departamento): Área Urología (Dpto. Cirugía)
You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not use the material for commercial purposes.
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Methods: A retrospective analysis was performed in women with singleton pregnancy that required a thrombophilia study, including 222 patients with unknown cause PMPC and 151 women with no complications at current pregnancy in Hospital Clínico Universitario, Lozano, Blesa, Zaragoza, Spain. Chi-squared and Mann–Whitney test were applied to analyze univariate risk factors. Multivariate analysis was performed using logistic regression model with candidate variables: maternal characteristics, obstetric history, thrombophilia, and treatment with low-molecular-weight heparin (LMWH) and/or with acid acetylsalicylic (ASA). The calibration, discrimination, and best cutoff point for the clinical application of the model was analyzed.
Results: Maternal characteristics showed differences in median body mass index (BMI), odds ratio (OR): 0.4, smoking habit, OR: 8.5, and hypertension, OR: 11.4, appearing all of them as risk factors. In our study, a prior pregnancy that ended in a child alive was a protective factor OR: 0.02–0.4, and having a previous preterm child was a strong risk factor OR: 4.2. Thrombophilia was not a risk factor. Patients under LMWH treatment (15%) and/or ASA (6.2%) had better pregnancy outcomes, showing both as protective factors: ASA OR: 0.32 and LMWH OR: 0.16. The model has an AUC value of 0.847, with good calibration. A nomogram and an app is provided for this adjusted model with high discrimination ability in internal validation (AUC = 0.833). Our clinical utility analysis guide us to choose 40% as the best threshold probability.
Conclusions: We found risk and protective factors associated with PMPC, but our data were not conclusive to demonstrate its relation with maternal thrombophilia. However, the challenger finding is the clinical utility of antithrombotic drugs as a protective factors in PMPC prevention. It is possible to identify patients with high risk of PMPC through a combined predictive model, for counseling treatment.
Idioma: Inglés
DOI: 10.1080/14767058.2019.1611764
Año: 2021
Publicado en: Journal of Maternal-Fetal and Neonatal Medicine 34, 4 (2021), 588-598
ISSN: 1476-7058
Factor impacto JCR: 2.323 (2021)
Categ. JCR: OBSTETRICS & GYNECOLOGY rank: 61 / 85 = 0.718 (2021) - Q3 - T3
Factor impacto CITESCORE: 4.0 - Medicine (Q2)
Factor impacto SCIMAGO: 0.61 - Pediatrics, Perinatology and Child Health (Q2) - Obstetrics and Gynecology (Q2)
Financiación: info:eu-repo/grantAgreement/ES/MINECO/MTM2017-83812-P
Tipo y forma: Article (Published version)
Área (Departamento): Área Estadís. Investig. Opera. (Dpto. Métodos Estadísticos)
Área (Departamento): Área Obstetricia y Ginecología (Dpto. Cirugía)
Área (Departamento): Área Urología (Dpto. Cirugía)
You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not use the material for commercial purposes. Exportado de SIDERAL (2025-02-21-09:51:10)
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Este artículo se encuentra en las siguientes colecciones:
Articles > Artículos por área > Estadística e Investigación Operativa
Articles > Artículos por área > Obstetricia y Ginecología
Articles > Artículos por área > Urología
Record created 2025-02-21, last modified 2025-02-21