Association between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adults
Abstract Background Hemoglobin A1c (HbA1c) is the product of a non-enzymatic chemical reaction between hemoglobin (Hb) and glucose. However, the association between Hb and HbA1c remains to be fully elucidated in view of the controversial findings reported to date. Therefore, our aim in this study wa...
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doaj-3c13e39729414fa5b85517f418ebb46c2021-03-11T11:49:25ZengBMCBMC Endocrine Disorders1472-68232021-02-012111710.1186/s12902-021-00704-xAssociation between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adultsYi Lai0Zhihong Lin1Zhongxin Zhu2Department of Emergency, Xiaoshan Affiliated Hospital of Wenzhou Medical UniversityDepartment of General Surgery, Xiaoshan Affiliated Hospital of Wenzhou Medical UniversityDepartment of Osteoporosis Care and Control, Xiaoshan Affiliated Hospital of Wenzhou Medical UniversityAbstract Background Hemoglobin A1c (HbA1c) is the product of a non-enzymatic chemical reaction between hemoglobin (Hb) and glucose. However, the association between Hb and HbA1c remains to be fully elucidated in view of the controversial findings reported to date. Therefore, our aim in this study was to evaluate the association between Hb levels within the normal range and HbA1c levels among Chinese non-diabetes adults using cross-sectional data from the China Health and Nutrition Survey 2009. Methods Our analysis was based on the data of 1659 non-diabete adults 20–49 years of age. Multivariable linear models were applied to examine the association between Hb and HbA1c levels. Subgroup analyses stratified by age and sex were also performed. Results The association between Hb and HbA1c levels was positive in the unadjusted model (β =0.020, 95% CI: 0.008, 0.032). However, this association did not remain significant when the regression model was minimally adjusted for age and sex (β =0.006, 95% CI: − 0.014, 0.024); this association became negative when the model was further adjusted for covariates whose effect estimates of HbA1c levels more than 10% (β = − 0.042, 95% CI: − 0.064, − 0.020). The association remained negative on subgroup analyses stratified by age (20–34 years: β = − 0.052, 95% CI: − 0.091, − 0.013; 35–49 years: β = − 0.041, 95% CI: − 0.068, − 0.014) and sex (men: β = − 0.042, 95% CI: − 0.074, − 0.010; women: β = − 0.042, 95% CI: − 0.073, − 0.012) when controlling for covariates. Conclusions Our findings revealed that Hb levels within the normal range were negatively associated with HbA1c levels among Chinese non-diabetes adults. Confounding factors, such as red blood cell counts can affect the association between Hb and HbA1c levels.https://doi.org/10.1186/s12902-021-00704-xHemoglobinHemoglobin A1cDiabetesBiomarkerChina health and nutrition survey |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yi Lai Zhihong Lin Zhongxin Zhu |
spellingShingle |
Yi Lai Zhihong Lin Zhongxin Zhu Association between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adults BMC Endocrine Disorders Hemoglobin Hemoglobin A1c Diabetes Biomarker China health and nutrition survey |
author_facet |
Yi Lai Zhihong Lin Zhongxin Zhu |
author_sort |
Yi Lai |
title |
Association between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adults |
title_short |
Association between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adults |
title_full |
Association between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adults |
title_fullStr |
Association between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adults |
title_full_unstemmed |
Association between hemoglobin within the normal range and hemoglobin A1c among Chinese non-diabetes adults |
title_sort |
association between hemoglobin within the normal range and hemoglobin a1c among chinese non-diabetes adults |
publisher |
BMC |
series |
BMC Endocrine Disorders |
issn |
1472-6823 |
publishDate |
2021-02-01 |
description |
Abstract Background Hemoglobin A1c (HbA1c) is the product of a non-enzymatic chemical reaction between hemoglobin (Hb) and glucose. However, the association between Hb and HbA1c remains to be fully elucidated in view of the controversial findings reported to date. Therefore, our aim in this study was to evaluate the association between Hb levels within the normal range and HbA1c levels among Chinese non-diabetes adults using cross-sectional data from the China Health and Nutrition Survey 2009. Methods Our analysis was based on the data of 1659 non-diabete adults 20–49 years of age. Multivariable linear models were applied to examine the association between Hb and HbA1c levels. Subgroup analyses stratified by age and sex were also performed. Results The association between Hb and HbA1c levels was positive in the unadjusted model (β =0.020, 95% CI: 0.008, 0.032). However, this association did not remain significant when the regression model was minimally adjusted for age and sex (β =0.006, 95% CI: − 0.014, 0.024); this association became negative when the model was further adjusted for covariates whose effect estimates of HbA1c levels more than 10% (β = − 0.042, 95% CI: − 0.064, − 0.020). The association remained negative on subgroup analyses stratified by age (20–34 years: β = − 0.052, 95% CI: − 0.091, − 0.013; 35–49 years: β = − 0.041, 95% CI: − 0.068, − 0.014) and sex (men: β = − 0.042, 95% CI: − 0.074, − 0.010; women: β = − 0.042, 95% CI: − 0.073, − 0.012) when controlling for covariates. Conclusions Our findings revealed that Hb levels within the normal range were negatively associated with HbA1c levels among Chinese non-diabetes adults. Confounding factors, such as red blood cell counts can affect the association between Hb and HbA1c levels. |
topic |
Hemoglobin Hemoglobin A1c Diabetes Biomarker China health and nutrition survey |
url |
https://doi.org/10.1186/s12902-021-00704-x |
work_keys_str_mv |
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