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Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values
Objective: To investigate the ability of homeostasis model assessment of insulin resistance (HOMA-IR) in early pregnancy for predicting gestational diabetes mellitus (GDM) in Chinese women with different first-trimester body mass index (FT-BMI) values. Methods: Baseline characteristics and laborator...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9866419/ https://www.ncbi.nlm.nih.gov/pubmed/36675721 http://dx.doi.org/10.3390/jpm13010060 |
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author | Duo, Yanbei Song, Shuoning Zhang, Yuemei Qiao, Xiaolin Xu, Jiyu Zhang, Jing Peng, Zhenyao Chen, Yan Nie, Xiaorui Sun, Qiujin Yang, Xianchun Wang, Ailing Sun, Wei Fu, Yong Dong, Yingyue Lu, Zechun Yuan, Tao Zhao, Weigang |
author_facet | Duo, Yanbei Song, Shuoning Zhang, Yuemei Qiao, Xiaolin Xu, Jiyu Zhang, Jing Peng, Zhenyao Chen, Yan Nie, Xiaorui Sun, Qiujin Yang, Xianchun Wang, Ailing Sun, Wei Fu, Yong Dong, Yingyue Lu, Zechun Yuan, Tao Zhao, Weigang |
author_sort | Duo, Yanbei |
collection | PubMed |
description | Objective: To investigate the ability of homeostasis model assessment of insulin resistance (HOMA-IR) in early pregnancy for predicting gestational diabetes mellitus (GDM) in Chinese women with different first-trimester body mass index (FT-BMI) values. Methods: Baseline characteristics and laboratory tests were collected at the first prenatal visit (6–12 weeks of gestation). GDM was diagnosed by a 75 g oral glucose tolerance test (OGTT) at 24–28 weeks of gestation. Partial correlation analysis and binary logistic regression were applied to identify the association between HOMA-IR and GDM. The cutoff points for predicting GDM were estimated using receiver operating characteristic (ROC) curve analysis. Results: Of the total of 1343 women, 300 (22.34%) were diagnosed with GDM in the 24–28 weeks of gestation. Partial correlation analysis and binary logistic regression verified HOMA-IR as a significant risk factor for GDM in the normal weight subgroup (FT-BMI < 24 kg/m(2)) (adjusted OR 2.941 [95% CI 2.153, 4.016], P < 0.001), overweight subgroup (24.0 kg/m(2) ≤ FT-BMI < 28.0 kg/m(2)) (adjusted OR 3.188 [95% CI 2.011, 5.055], P < 0.001), and obese subgroup (FT-BMI ≥ 28.0 kg/m(2)) (adjusted OR 9.415 [95% CI 1.712, 51.770], p = 0.01). The cutoff values of HOMA-IR were 1.52 (area under the curve (AUC) 0.733, 95% CI 0.701–0.765, p < 0.001) for all participants, 1.43 (AUC 0.691, 95% CI 0.651–0.730, p < 0.001) for normal weight women, 2.27 (AUC 0.760, 95% CI 0.703–0.818, p < 0.001) for overweight women, and 2.31 (AUC 0.801, 95% CI 0.696–0.907, p < 0.001) for obese women. Conclusions: Increased HOMA-IR in early pregnancy is a risk factor for GDM, and HOMA-IR can be affected by body weight. The cutoff value of HOMA-IR to predict GDM should be distinguished by different FT-BMI values. |
format | Online Article Text |
id | pubmed-9866419 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98664192023-01-22 Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values Duo, Yanbei Song, Shuoning Zhang, Yuemei Qiao, Xiaolin Xu, Jiyu Zhang, Jing Peng, Zhenyao Chen, Yan Nie, Xiaorui Sun, Qiujin Yang, Xianchun Wang, Ailing Sun, Wei Fu, Yong Dong, Yingyue Lu, Zechun Yuan, Tao Zhao, Weigang J Pers Med Article Objective: To investigate the ability of homeostasis model assessment of insulin resistance (HOMA-IR) in early pregnancy for predicting gestational diabetes mellitus (GDM) in Chinese women with different first-trimester body mass index (FT-BMI) values. Methods: Baseline characteristics and laboratory tests were collected at the first prenatal visit (6–12 weeks of gestation). GDM was diagnosed by a 75 g oral glucose tolerance test (OGTT) at 24–28 weeks of gestation. Partial correlation analysis and binary logistic regression were applied to identify the association between HOMA-IR and GDM. The cutoff points for predicting GDM were estimated using receiver operating characteristic (ROC) curve analysis. Results: Of the total of 1343 women, 300 (22.34%) were diagnosed with GDM in the 24–28 weeks of gestation. Partial correlation analysis and binary logistic regression verified HOMA-IR as a significant risk factor for GDM in the normal weight subgroup (FT-BMI < 24 kg/m(2)) (adjusted OR 2.941 [95% CI 2.153, 4.016], P < 0.001), overweight subgroup (24.0 kg/m(2) ≤ FT-BMI < 28.0 kg/m(2)) (adjusted OR 3.188 [95% CI 2.011, 5.055], P < 0.001), and obese subgroup (FT-BMI ≥ 28.0 kg/m(2)) (adjusted OR 9.415 [95% CI 1.712, 51.770], p = 0.01). The cutoff values of HOMA-IR were 1.52 (area under the curve (AUC) 0.733, 95% CI 0.701–0.765, p < 0.001) for all participants, 1.43 (AUC 0.691, 95% CI 0.651–0.730, p < 0.001) for normal weight women, 2.27 (AUC 0.760, 95% CI 0.703–0.818, p < 0.001) for overweight women, and 2.31 (AUC 0.801, 95% CI 0.696–0.907, p < 0.001) for obese women. Conclusions: Increased HOMA-IR in early pregnancy is a risk factor for GDM, and HOMA-IR can be affected by body weight. The cutoff value of HOMA-IR to predict GDM should be distinguished by different FT-BMI values. MDPI 2022-12-28 /pmc/articles/PMC9866419/ /pubmed/36675721 http://dx.doi.org/10.3390/jpm13010060 Text en © 2022 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 Duo, Yanbei Song, Shuoning Zhang, Yuemei Qiao, Xiaolin Xu, Jiyu Zhang, Jing Peng, Zhenyao Chen, Yan Nie, Xiaorui Sun, Qiujin Yang, Xianchun Wang, Ailing Sun, Wei Fu, Yong Dong, Yingyue Lu, Zechun Yuan, Tao Zhao, Weigang Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values |
title | Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values |
title_full | Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values |
title_fullStr | Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values |
title_full_unstemmed | Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values |
title_short | Predictability of HOMA-IR for Gestational Diabetes Mellitus in Early Pregnancy Based on Different First Trimester BMI Values |
title_sort | predictability of homa-ir for gestational diabetes mellitus in early pregnancy based on different first trimester bmi values |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9866419/ https://www.ncbi.nlm.nih.gov/pubmed/36675721 http://dx.doi.org/10.3390/jpm13010060 |
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