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The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes

Gestational diabetes (GDM) is a frequent complication during pregnancy. We aimed to develop a score to predict future insulin dependency in gestational diabetes (GDM). Data from 1611 patients from Charité Berlins gestational diabetes clinic from 2015 to 2022 were utilized. A stepwise backwards regre...

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Detalles Bibliográficos
Autores principales: Rostin, Paul, Balke, Selina, Sroka, Dorota, Fangmann, Laura, Weid, Petra, Henrich, Wolfgang, Königbauer, Josefine Theresia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10672469/
https://www.ncbi.nlm.nih.gov/pubmed/38002781
http://dx.doi.org/10.3390/jcm12227169
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author Rostin, Paul
Balke, Selina
Sroka, Dorota
Fangmann, Laura
Weid, Petra
Henrich, Wolfgang
Königbauer, Josefine Theresia
author_facet Rostin, Paul
Balke, Selina
Sroka, Dorota
Fangmann, Laura
Weid, Petra
Henrich, Wolfgang
Königbauer, Josefine Theresia
author_sort Rostin, Paul
collection PubMed
description Gestational diabetes (GDM) is a frequent complication during pregnancy. We aimed to develop a score to predict future insulin dependency in gestational diabetes (GDM). Data from 1611 patients from Charité Berlins gestational diabetes clinic from 2015 to 2022 were utilized. A stepwise backwards regression, including patient characteristics obtained at the initial presentation, was performed. Predictors examined included age, fasting blood glucose level, blood glucose levels one and two hours after oral glucose tolerance test, pre-pregnancy BMI, number of previous pregnancies and births, and fetal sex. The ideal cutoff value between high and low risk for insulin dependency was assessed and the score was internally validated. There were 1249 (77.5%) women diagnosed with dietary GDM and 362 (22.5%) were diagnosed with insulin-dependent GDM. The CHarité AssessmeNt of GEstational Diabetes (CHANGED) Score achieved an area under the curve of 0.77 (95% confidence interval 0.75–0.80; 0.75 in internal validation). The optimal cutoff value was calculated at a score value of 9 (72% sensitivity, 69% specificity). We developed an easily applicable tool to accurately predict insulin dependency in gestational diabetes. The CHANGED Score is routinely available and can potentially improve maternal and fetal outcomes.
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spelling pubmed-106724692023-11-18 The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes Rostin, Paul Balke, Selina Sroka, Dorota Fangmann, Laura Weid, Petra Henrich, Wolfgang Königbauer, Josefine Theresia J Clin Med Article Gestational diabetes (GDM) is a frequent complication during pregnancy. We aimed to develop a score to predict future insulin dependency in gestational diabetes (GDM). Data from 1611 patients from Charité Berlins gestational diabetes clinic from 2015 to 2022 were utilized. A stepwise backwards regression, including patient characteristics obtained at the initial presentation, was performed. Predictors examined included age, fasting blood glucose level, blood glucose levels one and two hours after oral glucose tolerance test, pre-pregnancy BMI, number of previous pregnancies and births, and fetal sex. The ideal cutoff value between high and low risk for insulin dependency was assessed and the score was internally validated. There were 1249 (77.5%) women diagnosed with dietary GDM and 362 (22.5%) were diagnosed with insulin-dependent GDM. The CHarité AssessmeNt of GEstational Diabetes (CHANGED) Score achieved an area under the curve of 0.77 (95% confidence interval 0.75–0.80; 0.75 in internal validation). The optimal cutoff value was calculated at a score value of 9 (72% sensitivity, 69% specificity). We developed an easily applicable tool to accurately predict insulin dependency in gestational diabetes. The CHANGED Score is routinely available and can potentially improve maternal and fetal outcomes. MDPI 2023-11-18 /pmc/articles/PMC10672469/ /pubmed/38002781 http://dx.doi.org/10.3390/jcm12227169 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rostin, Paul
Balke, Selina
Sroka, Dorota
Fangmann, Laura
Weid, Petra
Henrich, Wolfgang
Königbauer, Josefine Theresia
The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes
title The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes
title_full The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes
title_fullStr The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes
title_full_unstemmed The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes
title_short The CHANGED Score—A New Tool for the Prediction of Insulin Dependency in Gestational Diabetes
title_sort changed score—a new tool for the prediction of insulin dependency in gestational diabetes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10672469/
https://www.ncbi.nlm.nih.gov/pubmed/38002781
http://dx.doi.org/10.3390/jcm12227169
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