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Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes

OBJECTIVES: To compare the ability of three fetal growth charts (Fetal Medicine Foundation (FMF), Hadlock and National Institutes of Child Health and Human Development (NICHD) race/ethnicity‐specific) to predict large‐for‐gestational age (LGA) at birth in pregnant individuals with pregestational dia...

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Autores principales: Kiefer, M. K., Finneran, M. M., Ware, C. A., Foy, P., Thung, S. F., Gabbe, S. G., Landon, M. B., Grobman, W. A., Venkatesh, K. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10107738/
https://www.ncbi.nlm.nih.gov/pubmed/36099480
http://dx.doi.org/10.1002/uog.26071
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author Kiefer, M. K.
Finneran, M. M.
Ware, C. A.
Foy, P.
Thung, S. F.
Gabbe, S. G.
Landon, M. B.
Grobman, W. A.
Venkatesh, K. K.
author_facet Kiefer, M. K.
Finneran, M. M.
Ware, C. A.
Foy, P.
Thung, S. F.
Gabbe, S. G.
Landon, M. B.
Grobman, W. A.
Venkatesh, K. K.
author_sort Kiefer, M. K.
collection PubMed
description OBJECTIVES: To compare the ability of three fetal growth charts (Fetal Medicine Foundation (FMF), Hadlock and National Institutes of Child Health and Human Development (NICHD) race/ethnicity‐specific) to predict large‐for‐gestational age (LGA) at birth in pregnant individuals with pregestational diabetes, and to determine whether inclusion of hemoglobin A1c (HbA1c) level improves the predictive performance of the growth charts. METHODS: This was a retrospective analysis of individuals with Type‐1 or Type‐2 diabetes with a singleton pregnancy that resulted in a non‐anomalous live birth. Fetal biometry was performed between 28 + 0 and 36 + 6 weeks of gestation. The primary exposure was suspected LGA, defined as estimated fetal weight ≥ 90(th) percentile using the Hadlock (Formula C), FMF and NICHD growth charts. The primary outcome was LGA at birth, defined as birth weight ≥ 90(th) percentile, using 2017 USA natality reference data. The performance of the three growth charts to predict LGA at birth, alone and in combination with HbA1c as a continuous measure, was assessed using the area under the receiver‐operating‐characteristics curve (AUC), sensitivity, specificity, positive predictive value and negative predictive value. RESULTS: Of 358 assessed pregnant individuals with pregestational diabetes (34% with Type 1 and 66% with Type 2), 147 (41%) had a LGA infant at birth. Suspected LGA was identified in 123 (34.4%) by the Hadlock, 152 (42.5%) by the FMF and 152 (42.5%) by the NICHD growth chart. The FMF growth chart had the highest sensitivity (77% vs 69% (NICHD) vs 63% (Hadlock)) and the Hadlock growth chart had the highest specificity (86% vs 76% (NICHD) and 82% (FMF)) for predicting LGA at birth. The FMF growth chart had a significantly higher AUC (0.79 (95% CI, 0.74–0.84)) for LGA at birth compared with the NICHD (AUC, 0.72 (95% CI, 0.68–0.77); P < 0.001) and Hadlock (AUC, 0.75 (95% CI, 0.70–0.79); P < 0.01) growth charts. Prediction of LGA improved for all three growth charts with the inclusion of HbA1c measurement in comparison to each growth chart alone (P < 0.001 for all); the FMF growth chart remained more predictive of LGA at birth (AUC, 0.85 (95% CI, 0.81–0.90)) compared with the NICHD (AUC, 0.79 (95% CI, 0.73–0.84)) and Hadlock (AUC, 0.81 (95% CI, 0.76–0.86)) growth charts. CONCLUSIONS: The FMF fetal growth chart had the best predictive performance for LGA at birth in comparison with the Hadlock and NICHD race/ethnicity‐specific growth charts in pregnant individuals with pregestational diabetes. Inclusion of HbA1c improved further the prediction of LGA for all three charts. © 2022 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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spelling pubmed-101077382023-04-18 Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes Kiefer, M. K. Finneran, M. M. Ware, C. A. Foy, P. Thung, S. F. Gabbe, S. G. Landon, M. B. Grobman, W. A. Venkatesh, K. K. Ultrasound Obstet Gynecol Original Papers OBJECTIVES: To compare the ability of three fetal growth charts (Fetal Medicine Foundation (FMF), Hadlock and National Institutes of Child Health and Human Development (NICHD) race/ethnicity‐specific) to predict large‐for‐gestational age (LGA) at birth in pregnant individuals with pregestational diabetes, and to determine whether inclusion of hemoglobin A1c (HbA1c) level improves the predictive performance of the growth charts. METHODS: This was a retrospective analysis of individuals with Type‐1 or Type‐2 diabetes with a singleton pregnancy that resulted in a non‐anomalous live birth. Fetal biometry was performed between 28 + 0 and 36 + 6 weeks of gestation. The primary exposure was suspected LGA, defined as estimated fetal weight ≥ 90(th) percentile using the Hadlock (Formula C), FMF and NICHD growth charts. The primary outcome was LGA at birth, defined as birth weight ≥ 90(th) percentile, using 2017 USA natality reference data. The performance of the three growth charts to predict LGA at birth, alone and in combination with HbA1c as a continuous measure, was assessed using the area under the receiver‐operating‐characteristics curve (AUC), sensitivity, specificity, positive predictive value and negative predictive value. RESULTS: Of 358 assessed pregnant individuals with pregestational diabetes (34% with Type 1 and 66% with Type 2), 147 (41%) had a LGA infant at birth. Suspected LGA was identified in 123 (34.4%) by the Hadlock, 152 (42.5%) by the FMF and 152 (42.5%) by the NICHD growth chart. The FMF growth chart had the highest sensitivity (77% vs 69% (NICHD) vs 63% (Hadlock)) and the Hadlock growth chart had the highest specificity (86% vs 76% (NICHD) and 82% (FMF)) for predicting LGA at birth. The FMF growth chart had a significantly higher AUC (0.79 (95% CI, 0.74–0.84)) for LGA at birth compared with the NICHD (AUC, 0.72 (95% CI, 0.68–0.77); P < 0.001) and Hadlock (AUC, 0.75 (95% CI, 0.70–0.79); P < 0.01) growth charts. Prediction of LGA improved for all three growth charts with the inclusion of HbA1c measurement in comparison to each growth chart alone (P < 0.001 for all); the FMF growth chart remained more predictive of LGA at birth (AUC, 0.85 (95% CI, 0.81–0.90)) compared with the NICHD (AUC, 0.79 (95% CI, 0.73–0.84)) and Hadlock (AUC, 0.81 (95% CI, 0.76–0.86)) growth charts. CONCLUSIONS: The FMF fetal growth chart had the best predictive performance for LGA at birth in comparison with the Hadlock and NICHD race/ethnicity‐specific growth charts in pregnant individuals with pregestational diabetes. Inclusion of HbA1c improved further the prediction of LGA for all three charts. © 2022 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology. John Wiley & Sons, Ltd. 2022-12-01 2022-12 /pmc/articles/PMC10107738/ /pubmed/36099480 http://dx.doi.org/10.1002/uog.26071 Text en © 2022 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology. 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 Original Papers
Kiefer, M. K.
Finneran, M. M.
Ware, C. A.
Foy, P.
Thung, S. F.
Gabbe, S. G.
Landon, M. B.
Grobman, W. A.
Venkatesh, K. K.
Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes
title Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes
title_full Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes
title_fullStr Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes
title_full_unstemmed Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes
title_short Prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin A1c level in pregnancy complicated by pregestational diabetes
title_sort prediction of large‐for‐gestational‐age infant by fetal growth charts and hemoglobin a1c level in pregnancy complicated by pregestational diabetes
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10107738/
https://www.ncbi.nlm.nih.gov/pubmed/36099480
http://dx.doi.org/10.1002/uog.26071
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