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Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study
BACKGROUND: Gestational diabetes mellitus (GDM) is diabetes first diagnosed in pregnancy. GDM, together with its short- and long-term negative outcomes, is increasing in incidence all over the world. The current diagnostic method for GDM, the oral glucose tolerance test (OGTT), is dated and has been...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9592228/ https://www.ncbi.nlm.nih.gov/pubmed/36299907 http://dx.doi.org/10.1155/2022/5142918 |
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author | Di Filippo, Daria Ahmadzai, Marrwah Chang, Melissa Han Yiin Horgan, Ksana Ong, Ru Min Darling, Justine Akhtar, Mahmood Henry, Amanda Welsh, Alec |
author_facet | Di Filippo, Daria Ahmadzai, Marrwah Chang, Melissa Han Yiin Horgan, Ksana Ong, Ru Min Darling, Justine Akhtar, Mahmood Henry, Amanda Welsh, Alec |
author_sort | Di Filippo, Daria |
collection | PubMed |
description | BACKGROUND: Gestational diabetes mellitus (GDM) is diabetes first diagnosed in pregnancy. GDM, together with its short- and long-term negative outcomes, is increasing in incidence all over the world. The current diagnostic method for GDM, the oral glucose tolerance test (OGTT), is dated and has been reported as inconvenient for women as well as poorly reproducible and reliable. AIMS: We aimed at assessing the acceptability, feasibility, and accuracy of continuous glucose monitoring (CGM) as a diagnostic test for GDM and explore its correlation with the OGTT and risk factors for GDM. METHODS: In this prospective cohort study, pregnant women due for or having completed OGTT underwent CGM for seven days, performing daily finger-prick blood glucose levels before completing an acceptability questionnaire. Data on GDM risk factors and CGM variability were analyzed and compared with OGTT results. RESULTS: Seventy-three women completed CGM (40 GDM, 33 normal glucose tolerances); 34 concurrently underwent OGTT. CGM was acceptable and generally well-tolerated, with skin irritation/itchiness the only adverse event (11 mild, one severe). CGM and OGTT strongly correlated for fasting glucose values (r = 0.86, p < 0.05) only. Triangulating GDM risk factors, OGTT results and CGM variability parameters with the application of machine learning highlighted the possibility of unmasking false positive (11 showed low CGM variability and demographic risks but positive OGTT) and false-negative OGTT diagnoses (1 showed high CGM variability and demographic risks but negative OGTT). CONCLUSIONS: CGM was well-tolerated, showing poorer glycaemic control in GDM, and revealing potential misdiagnosis of the OGTT when combined with GDM risk factors. Future research is needed to determine cut-off values for CGM-defined and OGTT-independent screening criteria for GDM. |
format | Online Article Text |
id | pubmed-9592228 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-95922282022-10-25 Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study Di Filippo, Daria Ahmadzai, Marrwah Chang, Melissa Han Yiin Horgan, Ksana Ong, Ru Min Darling, Justine Akhtar, Mahmood Henry, Amanda Welsh, Alec J Diabetes Res Research Article BACKGROUND: Gestational diabetes mellitus (GDM) is diabetes first diagnosed in pregnancy. GDM, together with its short- and long-term negative outcomes, is increasing in incidence all over the world. The current diagnostic method for GDM, the oral glucose tolerance test (OGTT), is dated and has been reported as inconvenient for women as well as poorly reproducible and reliable. AIMS: We aimed at assessing the acceptability, feasibility, and accuracy of continuous glucose monitoring (CGM) as a diagnostic test for GDM and explore its correlation with the OGTT and risk factors for GDM. METHODS: In this prospective cohort study, pregnant women due for or having completed OGTT underwent CGM for seven days, performing daily finger-prick blood glucose levels before completing an acceptability questionnaire. Data on GDM risk factors and CGM variability were analyzed and compared with OGTT results. RESULTS: Seventy-three women completed CGM (40 GDM, 33 normal glucose tolerances); 34 concurrently underwent OGTT. CGM was acceptable and generally well-tolerated, with skin irritation/itchiness the only adverse event (11 mild, one severe). CGM and OGTT strongly correlated for fasting glucose values (r = 0.86, p < 0.05) only. Triangulating GDM risk factors, OGTT results and CGM variability parameters with the application of machine learning highlighted the possibility of unmasking false positive (11 showed low CGM variability and demographic risks but positive OGTT) and false-negative OGTT diagnoses (1 showed high CGM variability and demographic risks but negative OGTT). CONCLUSIONS: CGM was well-tolerated, showing poorer glycaemic control in GDM, and revealing potential misdiagnosis of the OGTT when combined with GDM risk factors. Future research is needed to determine cut-off values for CGM-defined and OGTT-independent screening criteria for GDM. Hindawi 2022-10-17 /pmc/articles/PMC9592228/ /pubmed/36299907 http://dx.doi.org/10.1155/2022/5142918 Text en Copyright © 2022 Daria Di Filippo et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Di Filippo, Daria Ahmadzai, Marrwah Chang, Melissa Han Yiin Horgan, Ksana Ong, Ru Min Darling, Justine Akhtar, Mahmood Henry, Amanda Welsh, Alec Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study |
title | Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study |
title_full | Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study |
title_fullStr | Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study |
title_full_unstemmed | Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study |
title_short | Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study |
title_sort | continuous glucose monitoring for the diagnosis of gestational diabetes mellitus: a pilot study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9592228/ https://www.ncbi.nlm.nih.gov/pubmed/36299907 http://dx.doi.org/10.1155/2022/5142918 |
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