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First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms

OBJECTIVE: Pre‐eclampsia (PE) and small for gestational age (SGA) can be predicted from the first trimester. The most widely used algorithm worldwide is the Fetal Medicine Foundation (FMF) algorithm. The recently described Gaussian algorithm has reported excellent results although it is unlikely to...

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Autores principales: Serrano, Berta, Bonacina, Erika, Rodo, Carlota, Garcia‐Manau, Pablo, Sanchez‐Duran, María Ángeles, Pancorbo, María, Forcada, Cristina, Murcia, María Teresa, Perestelo, Ana, Armengol‐Alsina, Mireia, Mendoza, Manel, Carreras, Elena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083925/
https://www.ncbi.nlm.nih.gov/pubmed/35695395
http://dx.doi.org/10.1002/ijgo.14306
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author Serrano, Berta
Bonacina, Erika
Rodo, Carlota
Garcia‐Manau, Pablo
Sanchez‐Duran, María Ángeles
Pancorbo, María
Forcada, Cristina
Murcia, María Teresa
Perestelo, Ana
Armengol‐Alsina, Mireia
Mendoza, Manel
Carreras, Elena
author_facet Serrano, Berta
Bonacina, Erika
Rodo, Carlota
Garcia‐Manau, Pablo
Sanchez‐Duran, María Ángeles
Pancorbo, María
Forcada, Cristina
Murcia, María Teresa
Perestelo, Ana
Armengol‐Alsina, Mireia
Mendoza, Manel
Carreras, Elena
author_sort Serrano, Berta
collection PubMed
description OBJECTIVE: Pre‐eclampsia (PE) and small for gestational age (SGA) can be predicted from the first trimester. The most widely used algorithm worldwide is the Fetal Medicine Foundation (FMF) algorithm. The recently described Gaussian algorithm has reported excellent results although it is unlikely to be externally validated. Therefore, as an alternative approach, we compared the predictive accuracy for PE and SGA of the Gaussian and FMF algorithms. METHODS: Secondary analysis of a prospective cohort study was conducted at Vall d'Hebron University Hospital (Barcelona) with 2641 singleton pregnancies. The areas under the curve for the predictive performance for early‐onset and preterm PE and early‐onset and preterm SGA were calculated with the Gaussian and FMF algorithms and subsequently compared. RESULTS: The FMF and Gaussian algorithms showed a similar predictive performance for most outcomes and marker combinations. Nevertheless, significant differences for early‐onset PE prediction favored the Gaussian algorithm in the following combinations: mean arterial blood pressure (MAP) with pregnancy‐associated plasma protein A, MAP with placental growth factor, and MAP alone. CONCLUSIONS: The first‐trimester Gaussian and FMF algorithms have similar performances for PE and SGA prediction when applied with all markers within a routine care setting in a Spanish population, adding evidence to the external validity of the FMF algorithm.
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spelling pubmed-100839252023-04-11 First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms Serrano, Berta Bonacina, Erika Rodo, Carlota Garcia‐Manau, Pablo Sanchez‐Duran, María Ángeles Pancorbo, María Forcada, Cristina Murcia, María Teresa Perestelo, Ana Armengol‐Alsina, Mireia Mendoza, Manel Carreras, Elena Int J Gynaecol Obstet Clinical Articles OBJECTIVE: Pre‐eclampsia (PE) and small for gestational age (SGA) can be predicted from the first trimester. The most widely used algorithm worldwide is the Fetal Medicine Foundation (FMF) algorithm. The recently described Gaussian algorithm has reported excellent results although it is unlikely to be externally validated. Therefore, as an alternative approach, we compared the predictive accuracy for PE and SGA of the Gaussian and FMF algorithms. METHODS: Secondary analysis of a prospective cohort study was conducted at Vall d'Hebron University Hospital (Barcelona) with 2641 singleton pregnancies. The areas under the curve for the predictive performance for early‐onset and preterm PE and early‐onset and preterm SGA were calculated with the Gaussian and FMF algorithms and subsequently compared. RESULTS: The FMF and Gaussian algorithms showed a similar predictive performance for most outcomes and marker combinations. Nevertheless, significant differences for early‐onset PE prediction favored the Gaussian algorithm in the following combinations: mean arterial blood pressure (MAP) with pregnancy‐associated plasma protein A, MAP with placental growth factor, and MAP alone. CONCLUSIONS: The first‐trimester Gaussian and FMF algorithms have similar performances for PE and SGA prediction when applied with all markers within a routine care setting in a Spanish population, adding evidence to the external validity of the FMF algorithm. John Wiley and Sons Inc. 2022-07-11 2023-01 /pmc/articles/PMC10083925/ /pubmed/35695395 http://dx.doi.org/10.1002/ijgo.14306 Text en © 2022 The Authors. International Journal of Gynecology & Obstetrics published by John Wiley & Sons Ltd on behalf of International Federation of Gynecology and Obstetrics. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Clinical Articles
Serrano, Berta
Bonacina, Erika
Rodo, Carlota
Garcia‐Manau, Pablo
Sanchez‐Duran, María Ángeles
Pancorbo, María
Forcada, Cristina
Murcia, María Teresa
Perestelo, Ana
Armengol‐Alsina, Mireia
Mendoza, Manel
Carreras, Elena
First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms
title First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms
title_full First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms
title_fullStr First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms
title_full_unstemmed First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms
title_short First‐trimester screening for pre‐eclampsia and small for gestational age: A comparison of the gaussian and Fetal Medicine Foundation algorithms
title_sort first‐trimester screening for pre‐eclampsia and small for gestational age: a comparison of the gaussian and fetal medicine foundation algorithms
topic Clinical Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083925/
https://www.ncbi.nlm.nih.gov/pubmed/35695395
http://dx.doi.org/10.1002/ijgo.14306
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