{"title":"Clinical and Biochemical Markers in Early Pregnancy for Prediction of Gestational Diabetes Mellitus.","authors":"Jaya B Kanwar, Ankit Manglunia, Swayamsidha Mangaraj, Jayshree Swain, Abhay Sahoo, Jaspreet Singh, Manisha Sahoo, Sujata Mishra, Samanyoya Gochhait, Subhashree Ray","doi":"10.4103/ijem.ijem_492_23","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Gestational Diabetes Mellitus (GDM) is associated with an increased risk of feto-maternal and neonatal complications. Many of these complications can be reduced or eliminated, if GDM can be predicted in early pregnancy. Current risk prediction models lack a strong predictive value. In this study, we aim to evaluate the early trimester maternal parameters for future prediction of GDM.</p><p><strong>Methods: </strong>In this prospective observational study, we screened 581 consecutive healthy women with singleton pregnancy for GDM during their first antenatal visit. After informed consent, fasting blood samples were collected and stored at -80°C. GDM was diagnosed as per IADPSG criteria. During prospective follow-up, a total of 55 patients developed GDM. A total of 110 age and BMI-matched controls were recruited for comparison. In all women, we measured the Oral Glucose Tolerance test with 75 gm anhydrous glucose, fasting insulin, HbA1c, hsCRP, uric acid, and lipid Profile. HOMA-IR, HOMA-β, and QUICKI were also assessed.</p><p><strong>Results: </strong>The GDM cohort had significantly higher median waist circumference, 2 hr plasma glucose, HbA1c, fasting insulin, HOMA-IR, hsCRP, uric acid, and serum triglyceride levels. Multiple regression analysis revealed HbA1c (OR 5.264; <i>P</i> = 0.007), 2 hr PPG (OR 1.026; <i>P</i> = 0.035), QUICKI (OR 1.057; <i>P</i> = 0.016), uric acid (OR 1.931; <i>P</i> = 0.013) and neutrophil: lymphocyte ratio (OR 1.545; <i>P</i> = 0.008) to be independently associated with GDM outcome with combined area under the curve (AUC) of 0.850, a sensitivity of 72.7%, and a specificity of 87.3%.</p><p><strong>Conclusion: </strong>Fasting Insulin, HbA1c, HOMA-IR, hsCRP, and Uric acid levels are significantly increased in early pregnancy in individuals who subsequently develop GDM.</p>","PeriodicalId":13353,"journal":{"name":"Indian Journal of Endocrinology and Metabolism","volume":"29 1","pages":"108-115"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11964373/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indian Journal of Endocrinology and Metabolism","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4103/ijem.ijem_492_23","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/28 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction: Gestational Diabetes Mellitus (GDM) is associated with an increased risk of feto-maternal and neonatal complications. Many of these complications can be reduced or eliminated, if GDM can be predicted in early pregnancy. Current risk prediction models lack a strong predictive value. In this study, we aim to evaluate the early trimester maternal parameters for future prediction of GDM.
Methods: In this prospective observational study, we screened 581 consecutive healthy women with singleton pregnancy for GDM during their first antenatal visit. After informed consent, fasting blood samples were collected and stored at -80°C. GDM was diagnosed as per IADPSG criteria. During prospective follow-up, a total of 55 patients developed GDM. A total of 110 age and BMI-matched controls were recruited for comparison. In all women, we measured the Oral Glucose Tolerance test with 75 gm anhydrous glucose, fasting insulin, HbA1c, hsCRP, uric acid, and lipid Profile. HOMA-IR, HOMA-β, and QUICKI were also assessed.
Results: The GDM cohort had significantly higher median waist circumference, 2 hr plasma glucose, HbA1c, fasting insulin, HOMA-IR, hsCRP, uric acid, and serum triglyceride levels. Multiple regression analysis revealed HbA1c (OR 5.264; P = 0.007), 2 hr PPG (OR 1.026; P = 0.035), QUICKI (OR 1.057; P = 0.016), uric acid (OR 1.931; P = 0.013) and neutrophil: lymphocyte ratio (OR 1.545; P = 0.008) to be independently associated with GDM outcome with combined area under the curve (AUC) of 0.850, a sensitivity of 72.7%, and a specificity of 87.3%.
Conclusion: Fasting Insulin, HbA1c, HOMA-IR, hsCRP, and Uric acid levels are significantly increased in early pregnancy in individuals who subsequently develop GDM.
期刊介绍:
The Indian Journal of Endocrinology and Metabolism (IJEM) aims to function as the global face of Indian endocrinology research. It aims to act as a bridge between global and national advances in this field. The journal publishes thought-provoking editorials, comprehensive reviews, cutting-edge original research, focused brief communications and insightful letters to editor. The journal encourages authors to submit articles addressing aspects of science related to Endocrinology and Metabolism in particular Diabetology. Articles related to Clinical and Tropical endocrinology are especially encouraged. Sub-topic based Supplements are published regularly. This allows the journal to highlight issues relevant to Endocrine practitioners working in India as well as other countries. IJEM is free access in the true sense of the word, (it charges neither authors nor readers) and this enhances its global appeal.