Literature DB >> 32431101

A Comparison of Predictive Performances between Old versus New Criteria in a Risk-Based Screening Strategy for Gestational Diabetes Mellitus.

Subeen Hong1,1, Seung Mi Lee1, Soo Heon Kwak2, Byoung Jae Kim1,3, Ja Nam Koo4, Ig Hwan Oh4, Sohee Oh5, Sun Min Kim1,3, Sue Shin6,7, Won Kim2,8, Sae Kyung Joo2,8, Errol R Norwitz9, Souphaphone Louangsenlath10, Chan Wook Park1, Jong Kwan Jun1, Joong Shin Park11.   

Abstract

BACKGROUND: The definition of the high-risk group for gestational diabetes mellitus (GDM) defined by the American College of Obstetricians and Gynecologists was changed from the criteria composed of five historic/demographic factors (old criteria) to the criteria consisting of 11 factors (new criteria) in 2017. To compare the predictive performances between these two sets of criteria.
METHODS: This is a secondary analysis of a large prospective cohort study of non-diabetic Korean women with singleton pregnancies designed to examine the risk of GDM in women with nonalcoholic fatty liver disease. Maternal fasting blood was taken at 10 to 14 weeks of gestation and measured for glucose and lipid parameters. GDM was diagnosed by the two-step approach.
RESULTS: Among 820 women, 42 (5.1%) were diagnosed with GDM. Using the old criteria, 29.8% (n=244) of women would have been identified as high risk versus 16.0% (n=131) using the new criteria. Of the 42 women who developed GDM, 45.2% (n=19) would have been mislabeled as not high risk by the old criteria versus 50.0% (n=21) using the new criteria (1-sensitivity, 45.2% vs. 50.0%, P>0.05). Among the 778 patients who did not develop GDM, 28.4% (n=221) would have been identified as high risk using the old criteria versus 14.1% (n=110) using the new criteria (1-specificity, 28.4% vs. 14.1%, P<0.001).
CONCLUSION: Compared with the old criteria, use of the new criteria would have decreased the number of patients identified as high risk and thus requiring early GDM screening by half (from 244 [29.8%] to 131 [16.0%]).
Copyright © 2020 Korean Diabetes Association.

Entities:  

Keywords:  Diabetes, gestational; Diagnostic screening programs; Pregnancy, high-risk

Year:  2020        PMID: 32431101     DOI: 10.4093/dmj.2019.0126

Source DB:  PubMed          Journal:  Diabetes Metab J        ISSN: 2233-6079            Impact factor:   5.376


  6 in total

1.  Nonalcoholic fatty liver disease and early prediction of gestational diabetes mellitus using machine learning methods.

Authors:  Seung Mi Lee; Suhyun Hwangbo; Errol R Norwitz; Ja Nam Koo; Ig Hwan Oh; Eun Saem Choi; Young Mi Jung; Sun Min Kim; Byoung Jae Kim; Sang Youn Kim; Gyoung Min Kim; Won Kim; Sae Kyung Joo; Sue Shin; Chan-Wook Park; Taesung Park; Joong Shin Park
Journal:  Clin Mol Hepatol       Date:  2021-10-15

2.  Nonalcoholic fatty liver disease-based risk prediction of adverse pregnancy outcomes: Ready for prime time?

Authors:  Seung Mi Lee; Won Kim
Journal:  Clin Mol Hepatol       Date:  2021-11-30

3.  Effect of Different Types of Diagnostic Criteria for Gestational Diabetes Mellitus on Adverse Neonatal Outcomes: A Systematic Review, Meta-Analysis, and Meta-Regression.

Authors:  Fahimeh Ramezani Tehrani; Marzieh Saei Ghare Naz; Razieh Bidhendi-Yarandi; Samira Behboudi-Gandevani
Journal:  Diabetes Metab J       Date:  2022-03-08       Impact factor: 5.893

4.  Development of early prediction model for pregnancy-associated hypertension with graph-based semi-supervised learning.

Authors:  Seung Mi Lee; Yonghyun Nam; Eun Saem Choi; Young Mi Jung; Vivek Sriram; Jacob S Leiby; Ja Nam Koo; Ig Hwan Oh; Byoung Jae Kim; Sun Min Kim; Sang Youn Kim; Gyoung Min Kim; Sae Kyung Joo; Sue Shin; Errol R Norwitz; Chan-Wook Park; Jong Kwan Jun; Won Kim; Dokyoon Kim; Joong Shin Park
Journal:  Sci Rep       Date:  2022-09-22       Impact factor: 4.996

5.  The Clinical Characteristics of Gestational Diabetes Mellitus in Korea: A National Health Information Database Study.

Authors:  Kyung-Soo Kim; Sangmo Hong; Kyungdo Han; Cheol-Young Park
Journal:  Endocrinol Metab (Seoul)       Date:  2021-05-26

6.  Postprandial Free Fatty Acids at Mid-Pregnancy Increase the Risk of Large-for-Gestational-Age Newborns in Women with Gestational Diabetes Mellitus.

Authors:  So-Yeon Kim; Young Shin Song; Soo-Kyung Kim; Yong-Wook Cho; Kyung-Soo Kim
Journal:  Diabetes Metab J       Date:  2021-08-09       Impact factor: 5.376

  6 in total

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