Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study
Abnormalities of red blood cell (RBC) indices may affect glycated haemoglobin (HbA1c) levels. We assessed the influence of haemoglobin (Hb) and mean corpuscular volume (MCV) on the performance of HbA1c in detecting dysglycaemia among reproductive aged women planning to conceive. Women aged 18-45 yea...
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Science::Medicine Health Care Medical Research Loy, See Ling Lin, Jinjie Cheung, Yin Bun Sreedharan, Aravind Venkatesh Chin, Xinyi Godfrey, Keith M. Tan, Kok Hian Shek, Lynette Pei-Chi Chong, Yap Seng Leow, Melvin Khee-Shing Khoo, Chin Meng Lee, Yung Seng Chan, Shiao-Yng Lek, Ngee Chan, Jerry Kok Yen Yap, Fabian Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study |
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Abnormalities of red blood cell (RBC) indices may affect glycated haemoglobin (HbA1c) levels. We assessed the influence of haemoglobin (Hb) and mean corpuscular volume (MCV) on the performance of HbA1c in detecting dysglycaemia among reproductive aged women planning to conceive. Women aged 18-45 years (n = 985) were classified as normal (12 ≤ Hb ≤ 16 g/dL and 80 ≤ MCV ≤ 100 fL) and abnormal (Hb < 12 g/dL and/or MCV < 80 fL). The Area Under the Receiver Operating Characteristic (AUROC) curve was used to determine the performance of HbA1c in detecting dysglycaemic status (prediabetes and diabetes). There were 771 (78.3%) women with normal RBC indices. The AUROCs for the normal and abnormal groups were 0.75 (95% confidence interval 0.69, 0.81) and 0.80 (0.70, 0.90), respectively, and were not statistically different from one another [difference 0.04 (- 0.16, 0.08)]. Further stratification by ethnicity showed no difference between the two groups among Chinese and Indian women. However, Malay women with normal RBC indices displayed lower AUROC compared to those with abnormal RBC indices (0.71 (0.55, 0.87) vs. 0.98 (0.93, 1.00), p = 0.002). The results suggest that the performance of HbA1c in detecting dysglycaemia was not influenced by abnormal RBC indices based on low Hb and/or low MCV. However, there may be ethnic variations among them. |
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Lee Kong Chian School of Medicine (LKCMedicine) |
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Lee Kong Chian School of Medicine (LKCMedicine) Loy, See Ling Lin, Jinjie Cheung, Yin Bun Sreedharan, Aravind Venkatesh Chin, Xinyi Godfrey, Keith M. Tan, Kok Hian Shek, Lynette Pei-Chi Chong, Yap Seng Leow, Melvin Khee-Shing Khoo, Chin Meng Lee, Yung Seng Chan, Shiao-Yng Lek, Ngee Chan, Jerry Kok Yen Yap, Fabian |
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Article |
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Loy, See Ling Lin, Jinjie Cheung, Yin Bun Sreedharan, Aravind Venkatesh Chin, Xinyi Godfrey, Keith M. Tan, Kok Hian Shek, Lynette Pei-Chi Chong, Yap Seng Leow, Melvin Khee-Shing Khoo, Chin Meng Lee, Yung Seng Chan, Shiao-Yng Lek, Ngee Chan, Jerry Kok Yen Yap, Fabian |
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Loy, See Ling |
title |
Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study |
title_short |
Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study |
title_full |
Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study |
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Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study |
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Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study |
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influence of red blood cell indices on hba1c performance in detecting dysglycaemia in a singapore preconception cohort study |
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2021 |
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https://hdl.handle.net/10356/153804 |
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sg-ntu-dr.10356-1538042023-06-21T08:56:50Z Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study Loy, See Ling Lin, Jinjie Cheung, Yin Bun Sreedharan, Aravind Venkatesh Chin, Xinyi Godfrey, Keith M. Tan, Kok Hian Shek, Lynette Pei-Chi Chong, Yap Seng Leow, Melvin Khee-Shing Khoo, Chin Meng Lee, Yung Seng Chan, Shiao-Yng Lek, Ngee Chan, Jerry Kok Yen Yap, Fabian Lee Kong Chian School of Medicine (LKCMedicine) Agency for Science, Technology and Research (A*STAR) Science::Medicine Health Care Medical Research Abnormalities of red blood cell (RBC) indices may affect glycated haemoglobin (HbA1c) levels. We assessed the influence of haemoglobin (Hb) and mean corpuscular volume (MCV) on the performance of HbA1c in detecting dysglycaemia among reproductive aged women planning to conceive. Women aged 18-45 years (n = 985) were classified as normal (12 ≤ Hb ≤ 16 g/dL and 80 ≤ MCV ≤ 100 fL) and abnormal (Hb < 12 g/dL and/or MCV < 80 fL). The Area Under the Receiver Operating Characteristic (AUROC) curve was used to determine the performance of HbA1c in detecting dysglycaemic status (prediabetes and diabetes). There were 771 (78.3%) women with normal RBC indices. The AUROCs for the normal and abnormal groups were 0.75 (95% confidence interval 0.69, 0.81) and 0.80 (0.70, 0.90), respectively, and were not statistically different from one another [difference 0.04 (- 0.16, 0.08)]. Further stratification by ethnicity showed no difference between the two groups among Chinese and Indian women. However, Malay women with normal RBC indices displayed lower AUROC compared to those with abnormal RBC indices (0.71 (0.55, 0.87) vs. 0.98 (0.93, 1.00), p = 0.002). The results suggest that the performance of HbA1c in detecting dysglycaemia was not influenced by abnormal RBC indices based on low Hb and/or low MCV. However, there may be ethnic variations among them. Agency for Science, Technology and Research (A*STAR) National Medical Research Council (NMRC) National Research Foundation (NRF) Published version This research is supported by the Singapore National Research Foundation under its Translational and Clinical Research (TCR) Flagship Programme and administered by the Singapore Ministry of Health’s National Medical Research Council (NMRC), Singapore—NMRC/TCR/004-NUS/2008; NMRC/TCR/012-NUHS/2014. Additional funding is provided by the Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore. YBC is supported by a Clinician Scientist Award from the Singapore NMRC (NMRC/CSA/0039/2012). KMG is supported by the UK Medical Research Council (MC_UU_12011/4), the National Institute for Health Research (NIHR Senior Investigator (NF-SI-0515-10042)) and NIHR Southampton Biomedical Research Centre (IS-BRC-1215-20004)), the European Union (Erasmus+ Programme ImpENSA 598488-EPP-1-2018-1-DE-EPPKA2-CBHE-JP) and the British Heart Foundation (RG/15/17/3174). SYC is supported by a Clinician Scientist Award from the Singapore NMRC (NMRC/CSA-INV/0010/2016). JKYC is supported by a Clinician Scientist Award from the Singapore NMRC (CSA(SI)/008/2016). The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results. 2021-12-29T03:46:26Z 2021-12-29T03:46:26Z 2021 Journal Article Loy, S. L., Lin, J., Cheung, Y. B., Sreedharan, A. V., Chin, X., Godfrey, K. M., Tan, K. H., Shek, L. P., Chong, Y. S., Leow, M. K., Khoo, C. M., Lee, Y. S., Chan, S., Lek, N., Chan, J. K. Y. & Yap, F. (2021). Influence of red blood cell indices on HbA1c performance in detecting dysglycaemia in a Singapore preconception cohort study. Scientific Reports, 11(1), 20850-. https://dx.doi.org/10.1038/s41598-021-00445-w 2045-2322 https://hdl.handle.net/10356/153804 10.1038/s41598-021-00445-w 34675297 2-s2.0-85117724599 1 11 20850 en NMRC/TCR/004-NUS/2008 NMRC/TCR/012-NUHS/2014 NMRC/CSA/0039/2012 NMRC/CSA-INV/0010/2016 CSA(SI)/008/2016 Scientific Reports © 2021 The Author(s). 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. application/pdf |