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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2021
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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. |
format | Online Article Text |
id | pubmed-8150549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
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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