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Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort
We investigated whether adding anthropometric measures to HbA1c would have stronger discriminative ability over HbA1c alone in detecting dysglycemia (diabetes and prediabetes) among Asian women trying to conceive. Among 971 Singaporean women, multiple regression models and area under receiver-operat...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7280215/ https://www.ncbi.nlm.nih.gov/pubmed/32514017 http://dx.doi.org/10.1038/s41598-020-66147-x |
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author | Chu, Anne H. Y. Aris, Izzuddin M. Ng, Sharon Loy, See Ling Bernard, Jonathan Y Tint, Mya Thway Yuan, Wen Lun Godfrey, Keith M. Chan, Jerry Kok Yen Shek, Lynette Pei-Chi Chong, Yap Seng Tan, Kok Hian Ang, Seng Bin Tan, Heng Hao Chern, Bernard S. M. Yap, Fabian Lee, Yung Seng Lek, Ngee Leow, Melvin Khee-Shing Khoo, Chin Meng Chan, Shiao-Yng |
author_facet | Chu, Anne H. Y. Aris, Izzuddin M. Ng, Sharon Loy, See Ling Bernard, Jonathan Y Tint, Mya Thway Yuan, Wen Lun Godfrey, Keith M. Chan, Jerry Kok Yen Shek, Lynette Pei-Chi Chong, Yap Seng Tan, Kok Hian Ang, Seng Bin Tan, Heng Hao Chern, Bernard S. M. Yap, Fabian Lee, Yung Seng Lek, Ngee Leow, Melvin Khee-Shing Khoo, Chin Meng Chan, Shiao-Yng |
author_sort | Chu, Anne H. Y. |
collection | PubMed |
description | We investigated whether adding anthropometric measures to HbA1c would have stronger discriminative ability over HbA1c alone in detecting dysglycemia (diabetes and prediabetes) among Asian women trying to conceive. Among 971 Singaporean women, multiple regression models and area under receiver-operating characteristic (AUROC) curves were used to analyze associations of anthropometric (weight, height, waist/hip circumferences, 4-site skinfold thicknesses) and HbA1c z-scores with dysglycemia (fasting glucose ≥6.1 mmol/L with 2-hour glucose ≥7.8 mmol/l). The prevalence of dysglycemia was 10.9%. After adjusting for sociodemographic/medical history, BMI (Odds Ratio [OR] = 1.62 [95%CI 1.32–1.99]), waist-to-height ratio (OR = 1.74 [1.39–2.17]) and total skinfolds (OR = 2.02 [1.60–2.55]) showed the strongest associations with dysglycemia but none outperformed HbA1c (OR = 4.09 [2.81–5.94]). After adjustment for history, adding BMI, waist-to-height ratio and total skinfolds (anthropometry trio) as continuous variables to HbA1c (AUROC = 0.80 [95%CI 0.75–0.85]) performed similarly to HbA1c alone (AUROC = 0.79 [0.74–0.84]). However, using clinically-defined thresholds without considering history, as in common clinical practice, BMI ≥ 23 kg/m(2) + HbA1c ≥ 5.7% (AUROC = 0.70 [0.64–0.75]) and anthropometry trio + HbA1c ≥ 5.7% (AUROC = 0.71 [0.65–0.76]) both outperformed HbA1c ≥ 5.7% alone (AUROC = 0.61 [0.57–0.65]). In a two-stage strategy, incorporating BMI ≥ 23 kg/m(2) alongside HbA1c ≥ 5.7% into first-stage screening to identify high risk women for subsequent oral glucose tolerance testing improves dysglycemia detection in Asian women preconception. |
format | Online Article Text |
id | pubmed-7280215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72802152020-06-15 Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort Chu, Anne H. Y. Aris, Izzuddin M. Ng, Sharon Loy, See Ling Bernard, Jonathan Y Tint, Mya Thway Yuan, Wen Lun Godfrey, Keith M. Chan, Jerry Kok Yen Shek, Lynette Pei-Chi Chong, Yap Seng Tan, Kok Hian Ang, Seng Bin Tan, Heng Hao Chern, Bernard S. M. Yap, Fabian Lee, Yung Seng Lek, Ngee Leow, Melvin Khee-Shing Khoo, Chin Meng Chan, Shiao-Yng Sci Rep Article We investigated whether adding anthropometric measures to HbA1c would have stronger discriminative ability over HbA1c alone in detecting dysglycemia (diabetes and prediabetes) among Asian women trying to conceive. Among 971 Singaporean women, multiple regression models and area under receiver-operating characteristic (AUROC) curves were used to analyze associations of anthropometric (weight, height, waist/hip circumferences, 4-site skinfold thicknesses) and HbA1c z-scores with dysglycemia (fasting glucose ≥6.1 mmol/L with 2-hour glucose ≥7.8 mmol/l). The prevalence of dysglycemia was 10.9%. After adjusting for sociodemographic/medical history, BMI (Odds Ratio [OR] = 1.62 [95%CI 1.32–1.99]), waist-to-height ratio (OR = 1.74 [1.39–2.17]) and total skinfolds (OR = 2.02 [1.60–2.55]) showed the strongest associations with dysglycemia but none outperformed HbA1c (OR = 4.09 [2.81–5.94]). After adjustment for history, adding BMI, waist-to-height ratio and total skinfolds (anthropometry trio) as continuous variables to HbA1c (AUROC = 0.80 [95%CI 0.75–0.85]) performed similarly to HbA1c alone (AUROC = 0.79 [0.74–0.84]). However, using clinically-defined thresholds without considering history, as in common clinical practice, BMI ≥ 23 kg/m(2) + HbA1c ≥ 5.7% (AUROC = 0.70 [0.64–0.75]) and anthropometry trio + HbA1c ≥ 5.7% (AUROC = 0.71 [0.65–0.76]) both outperformed HbA1c ≥ 5.7% alone (AUROC = 0.61 [0.57–0.65]). In a two-stage strategy, incorporating BMI ≥ 23 kg/m(2) alongside HbA1c ≥ 5.7% into first-stage screening to identify high risk women for subsequent oral glucose tolerance testing improves dysglycemia detection in Asian women preconception. Nature Publishing Group UK 2020-06-08 /pmc/articles/PMC7280215/ /pubmed/32514017 http://dx.doi.org/10.1038/s41598-020-66147-x Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Chu, Anne H. Y. Aris, Izzuddin M. Ng, Sharon Loy, See Ling Bernard, Jonathan Y Tint, Mya Thway Yuan, Wen Lun Godfrey, Keith M. Chan, Jerry Kok Yen Shek, Lynette Pei-Chi Chong, Yap Seng Tan, Kok Hian Ang, Seng Bin Tan, Heng Hao Chern, Bernard S. M. Yap, Fabian Lee, Yung Seng Lek, Ngee Leow, Melvin Khee-Shing Khoo, Chin Meng Chan, Shiao-Yng Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort |
title | Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort |
title_full | Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort |
title_fullStr | Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort |
title_full_unstemmed | Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort |
title_short | Anthropometric measures and HbA1c to detect dysglycemia in young Asian women planning conception: The S-PRESTO cohort |
title_sort | anthropometric measures and hba1c to detect dysglycemia in young asian women planning conception: the s-presto cohort |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7280215/ https://www.ncbi.nlm.nih.gov/pubmed/32514017 http://dx.doi.org/10.1038/s41598-020-66147-x |
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