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Prediction of hypertensive disorders in pregnancy based on placental growth factor

BACKGROUND: The prediction of hypertensive disorders in pregnancy (HDP) mainly involves various aspects such as maternal characteristics and biomarkers. OBJECTIVE: We aimed to study the effect of the HDP prediction model with or without placental growth factor (PlGF). METHODS: This study used matern...

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Autores principales: Xu, Qi, Sun, Ge, Zhang, Song, Liu, Guoli, Yang, Lin, Meng, Yu, Chen, Aiqing, Yang, Yimin, Li, Xuwen, Hao, Dongmei, Liu, Xiaohong, Shao, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150549/
https://www.ncbi.nlm.nih.gov/pubmed/33682756
http://dx.doi.org/10.3233/THC-218017
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author Xu, Qi
Sun, Ge
Zhang, Song
Liu, Guoli
Yang, Lin
Meng, Yu
Chen, Aiqing
Yang, Yimin
Li, Xuwen
Hao, Dongmei
Liu, Xiaohong
Shao, Jing
author_facet Xu, Qi
Sun, Ge
Zhang, Song
Liu, Guoli
Yang, Lin
Meng, Yu
Chen, Aiqing
Yang, Yimin
Li, Xuwen
Hao, Dongmei
Liu, Xiaohong
Shao, Jing
author_sort Xu, Qi
collection PubMed
description BACKGROUND: The prediction of hypertensive disorders in pregnancy (HDP) mainly involves various aspects such as maternal characteristics and biomarkers. OBJECTIVE: We aimed to study the effect of the HDP prediction model with or without placental growth factor (PlGF). METHODS: This study used maternal factors and PlGF, and standardized the data uniformly. At 12–20 weeks, the comprehensive comparison of model quality with or without PlGF was conducted by logistic regression. RESULTS: The area under curve and the model accuracy of the model with PlGF were higher than those of the model without PlGF. The accuracy of the model with PlGF was above 90%. CONCLUSIONS: Adding PlGF to the model for predicting HDP improved the accuracy and effectiveness of the model. This study confirmed the predictive performance of PlGF.
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spelling pubmed-81505492021-06-09 Prediction of hypertensive disorders in pregnancy based on placental growth factor Xu, Qi Sun, Ge Zhang, Song Liu, Guoli Yang, Lin Meng, Yu Chen, Aiqing Yang, Yimin Li, Xuwen Hao, Dongmei Liu, Xiaohong Shao, Jing Technol Health Care Research Article BACKGROUND: The prediction of hypertensive disorders in pregnancy (HDP) mainly involves various aspects such as maternal characteristics and biomarkers. OBJECTIVE: We aimed to study the effect of the HDP prediction model with or without placental growth factor (PlGF). METHODS: This study used maternal factors and PlGF, and standardized the data uniformly. At 12–20 weeks, the comprehensive comparison of model quality with or without PlGF was conducted by logistic regression. RESULTS: The area under curve and the model accuracy of the model with PlGF were higher than those of the model without PlGF. The accuracy of the model with PlGF was above 90%. CONCLUSIONS: Adding PlGF to the model for predicting HDP improved the accuracy and effectiveness of the model. This study confirmed the predictive performance of PlGF. IOS Press 2021-03-25 /pmc/articles/PMC8150549/ /pubmed/33682756 http://dx.doi.org/10.3233/THC-218017 Text en © 2021 – The authors. Published by IOS Press. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xu, Qi
Sun, Ge
Zhang, Song
Liu, Guoli
Yang, Lin
Meng, Yu
Chen, Aiqing
Yang, Yimin
Li, Xuwen
Hao, Dongmei
Liu, Xiaohong
Shao, Jing
Prediction of hypertensive disorders in pregnancy based on placental growth factor
title Prediction of hypertensive disorders in pregnancy based on placental growth factor
title_full Prediction of hypertensive disorders in pregnancy based on placental growth factor
title_fullStr Prediction of hypertensive disorders in pregnancy based on placental growth factor
title_full_unstemmed Prediction of hypertensive disorders in pregnancy based on placental growth factor
title_short Prediction of hypertensive disorders in pregnancy based on placental growth factor
title_sort prediction of hypertensive disorders in pregnancy based on placental growth factor
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150549/
https://www.ncbi.nlm.nih.gov/pubmed/33682756
http://dx.doi.org/10.3233/THC-218017
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