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LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus

BACKGROUND: Early identification of Gestational Diabetes Mellitus (GDM) is pivotal to reduce feto-maternal complications associated with the disease. Current risk prediction models that are based on maternal clinical and biochemical parameters lack a strong predictive value. OBJECTIVE: To evaluate t...

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Autores principales: Manglunia, Ankit, Kanwar, Jaya Bhanu, Mangaraj, Swayamsidha, Swain, Jayashree, Sahoo, Abhay Kumar, Sahoo, Manisha, Pati, Tapasi, Mishra, Sujata, Pattnaik, Tapan, Das, Sasmita, Ray, Subhashree, Panigrahy, Rajashree, Gochhait, Samanyoya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9625049/
http://dx.doi.org/10.1210/jendso/bvac150.559
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author Manglunia, Ankit
Kanwar, Jaya Bhanu
Mangaraj, Swayamsidha
Swain, Jayashree
Sahoo, Abhay Kumar
Sahoo, Manisha
Pati, Tapasi
Mishra, Sujata
Pattnaik, Tapan
Das, Sasmita
Ray, Subhashree
Panigrahy, Rajashree
Gochhait, Samanyoya
author_facet Manglunia, Ankit
Kanwar, Jaya Bhanu
Mangaraj, Swayamsidha
Swain, Jayashree
Sahoo, Abhay Kumar
Sahoo, Manisha
Pati, Tapasi
Mishra, Sujata
Pattnaik, Tapan
Das, Sasmita
Ray, Subhashree
Panigrahy, Rajashree
Gochhait, Samanyoya
author_sort Manglunia, Ankit
collection PubMed
description BACKGROUND: Early identification of Gestational Diabetes Mellitus (GDM) is pivotal to reduce feto-maternal complications associated with the disease. Current risk prediction models that are based on maternal clinical and biochemical parameters lack a strong predictive value. OBJECTIVE: To evaluate the early trimester maternal parameters for prediction of gestational diabetes mellitus. 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 -800C. GDM was diagnosed as per IADPSG criteria. During prospective follow up, total 55 patients developed GDM. A total of 110 age and BMI matched controls were recruited for comparison. In all women, we measured Oral Glucose Tolerance test (OGTT) with 75 gm anhydrous glucose, fasting insulin, HbA1c, hsCRP, uric acid and Lipid Profile. HOMA-IR, HOMA-β and QUICKI were used to evaluate insulin sensitivity and β-cell function. RESULTS: Significant higher proportion of subjects in GDM cohort had presence of acanthosis nigricans and positive family history of Type 2 Diabetes Mellitus in first degree relative. The GDM cohort had significantly higher median waist circumference, 2hr plasma glucose (2hr PPG), HbA1c, fasting insulin, HOMA-IR, uric acid and serum triglyceride levels. The receiver operating characteristic (ROC) curve were as follows: HbA1c - 0.74 (95%CI: 0.661–0.819), Fasting Insulin - 0.748 (95%CI: 0.671–0.826), high sensitivity C-Reactive Protein (hsCRP) - 0.689 (95%CI: 0.605 - 0.773) and Uric acid - 0.718 (95%CI: 0.635–0.802). Multiple regression analysis revealed HbA1c (OR 5.264; p=0. 007), 2hr PPG (OR 1. 026; p=0. 035), QUIKI (OR 1. 057; p=0. 016), uric acid (OR 1. 039; p=0. 013) and neutrophil: lymphocyte ratio (OR 1.545; p=1. 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%. CONCLUSIONS: Fasting Insulin, HbA1c, HOMA-IR, hsCRP and Uric acid levels are significantly increased in early pregnancy in individuals who develop GDM subsequently, compared to women who did not develop GDM. Hence utilization of these parameters may identify at risk group in routine clinical care and help in improving feto-maternal outcome. Presentation: No date and time listed
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spelling pubmed-96250492022-11-14 LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus Manglunia, Ankit Kanwar, Jaya Bhanu Mangaraj, Swayamsidha Swain, Jayashree Sahoo, Abhay Kumar Sahoo, Manisha Pati, Tapasi Mishra, Sujata Pattnaik, Tapan Das, Sasmita Ray, Subhashree Panigrahy, Rajashree Gochhait, Samanyoya J Endocr Soc Diabetes & Glucose Metabolism BACKGROUND: Early identification of Gestational Diabetes Mellitus (GDM) is pivotal to reduce feto-maternal complications associated with the disease. Current risk prediction models that are based on maternal clinical and biochemical parameters lack a strong predictive value. OBJECTIVE: To evaluate the early trimester maternal parameters for prediction of gestational diabetes mellitus. 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 -800C. GDM was diagnosed as per IADPSG criteria. During prospective follow up, total 55 patients developed GDM. A total of 110 age and BMI matched controls were recruited for comparison. In all women, we measured Oral Glucose Tolerance test (OGTT) with 75 gm anhydrous glucose, fasting insulin, HbA1c, hsCRP, uric acid and Lipid Profile. HOMA-IR, HOMA-β and QUICKI were used to evaluate insulin sensitivity and β-cell function. RESULTS: Significant higher proportion of subjects in GDM cohort had presence of acanthosis nigricans and positive family history of Type 2 Diabetes Mellitus in first degree relative. The GDM cohort had significantly higher median waist circumference, 2hr plasma glucose (2hr PPG), HbA1c, fasting insulin, HOMA-IR, uric acid and serum triglyceride levels. The receiver operating characteristic (ROC) curve were as follows: HbA1c - 0.74 (95%CI: 0.661–0.819), Fasting Insulin - 0.748 (95%CI: 0.671–0.826), high sensitivity C-Reactive Protein (hsCRP) - 0.689 (95%CI: 0.605 - 0.773) and Uric acid - 0.718 (95%CI: 0.635–0.802). Multiple regression analysis revealed HbA1c (OR 5.264; p=0. 007), 2hr PPG (OR 1. 026; p=0. 035), QUIKI (OR 1. 057; p=0. 016), uric acid (OR 1. 039; p=0. 013) and neutrophil: lymphocyte ratio (OR 1.545; p=1. 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%. CONCLUSIONS: Fasting Insulin, HbA1c, HOMA-IR, hsCRP and Uric acid levels are significantly increased in early pregnancy in individuals who develop GDM subsequently, compared to women who did not develop GDM. Hence utilization of these parameters may identify at risk group in routine clinical care and help in improving feto-maternal outcome. Presentation: No date and time listed Oxford University Press 2022-11-01 /pmc/articles/PMC9625049/ http://dx.doi.org/10.1210/jendso/bvac150.559 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the Endocrine Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Diabetes & Glucose Metabolism
Manglunia, Ankit
Kanwar, Jaya Bhanu
Mangaraj, Swayamsidha
Swain, Jayashree
Sahoo, Abhay Kumar
Sahoo, Manisha
Pati, Tapasi
Mishra, Sujata
Pattnaik, Tapan
Das, Sasmita
Ray, Subhashree
Panigrahy, Rajashree
Gochhait, Samanyoya
LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus
title LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus
title_full LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus
title_fullStr LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus
title_full_unstemmed LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus
title_short LBODP049 Clinical And Biochemical Markers In Early Pregnancy For Prediction Of Gestational Diabetes Mellitus
title_sort lbodp049 clinical and biochemical markers in early pregnancy for prediction of gestational diabetes mellitus
topic Diabetes & Glucose Metabolism
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9625049/
http://dx.doi.org/10.1210/jendso/bvac150.559
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