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Erschienen in: Journal of Endocrinological Investigation 5/2016

01.05.2016 | Original Article

The changing relationship between HbA1c and FPG according to different FPG ranges

verfasst von: X. Guan, L. Zheng, G. Sun, X. Guo, Y. Li, H. Song, F. Tian, Y. Sun

Erschienen in: Journal of Endocrinological Investigation | Ausgabe 5/2016

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Abstract

Purpose

Since the American Diabetes Association included hemoglobin A1c (HbA1c) in the diagnostic criteria for diabetes in 2010, the clinical use of HbA1c has remained controversial. We explored the use of HbA1c for diagnosing diabetes and intermediate hyperglycemia in comparison with fasting plasma glucose (FPG).

Methods

We screened 3710 adult subjects (mean age = 55.24 years) comprising 1704 males and 2006 females. We drew an receiver operating characteristic (ROC) curve to evaluate the ability of HbA1c to diagnose diabetes and intermediate hyperglycemia according to FPG. We used Kappa coefficient and Pearson’s correlation coefficient to evaluate the relationship between HbA1c and FPG in different FPG ranges.

Results

The areas under ROC curve to diagnose diabetes and intermediate hyperglycemia were 0.859 (95 % CI 0.827–0.892) and 0.633 (95 % CI 0.615–0.651). The kappa coefficients between FPG and HbA1c for diagnosis of diabetes and intermediate hyperglycemia were 0.601 (P < 0.001) and 0.104 (P < 0.001). The Pearson’s correlation coefficient of FPG and HbA1c was 0.640 (P < 0.001), but when we classified FPG as normal, intermediate hyperglycemia and diabetes, the coefficients became 0.07 (P = 0.002), 0.185 (P < 0.001) and 0.760 (P < 0.001), respectively.

Conclusions

The relationship between HbA1c and FPG changed according to the different FPG ranges. When FPG was higher, the relationship was stronger. HbA1c and FPG were highly consistent in diagnosing diabetes, but they were not in predicting intermediate hyperglycemia.
Literatur
1.
Zurück zum Zitat Beckman JA, Libby P (2002) Diabetes and atherosclerosis: epidemiology, pathophysiology, and management. JAMA 287(19):2570–2581CrossRefPubMed Beckman JA, Libby P (2002) Diabetes and atherosclerosis: epidemiology, pathophysiology, and management. JAMA 287(19):2570–2581CrossRefPubMed
2.
Zurück zum Zitat American Diabetes Association (2010) Diagnosis and classification of diabetes mellitus. Diabetes Care 33(Suppl. 1):S62–S69CrossRefPubMedCentral American Diabetes Association (2010) Diagnosis and classification of diabetes mellitus. Diabetes Care 33(Suppl. 1):S62–S69CrossRefPubMedCentral
3.
Zurück zum Zitat Rahbar S (1968) An abnormal haemoglobin in red cells of diabetics. Clin Chim Acta 22:296–298CrossRefPubMed Rahbar S (1968) An abnormal haemoglobin in red cells of diabetics. Clin Chim Acta 22:296–298CrossRefPubMed
4.
Zurück zum Zitat Bianchi C, Miccoli R, Bonadonna RC, Giorgino F, Frontoni S, Faloia E, Marchesini G, Dolci MA, Cavalot F, Cavallo GM, Leonetti F, Del Prato S, Investigators GENFIEV (2012) Pathogenetic mechanisms and cardiovascular risk: differences between HbA1c and oral glucose tolerance test for the diagnosis of glucose tolerance. Diabetes Care 35(12):2607–2612CrossRefPubMedPubMedCentral Bianchi C, Miccoli R, Bonadonna RC, Giorgino F, Frontoni S, Faloia E, Marchesini G, Dolci MA, Cavalot F, Cavallo GM, Leonetti F, Del Prato S, Investigators GENFIEV (2012) Pathogenetic mechanisms and cardiovascular risk: differences between HbA1c and oral glucose tolerance test for the diagnosis of glucose tolerance. Diabetes Care 35(12):2607–2612CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Lipska KJ, De Rekeneire N, Van Ness PH, Johnson KC, Kanaya A, Koster A, Strotmeyer ES, Goodpaster BH, Harris T, Gill TM, Inzucchi SE (2010) Identifying dysglycemic states in older adults: implications of the emerging use of hemoglobin A1c. J Clin Endocrinol Metab 95:5289–5295CrossRefPubMedPubMedCentral Lipska KJ, De Rekeneire N, Van Ness PH, Johnson KC, Kanaya A, Koster A, Strotmeyer ES, Goodpaster BH, Harris T, Gill TM, Inzucchi SE (2010) Identifying dysglycemic states in older adults: implications of the emerging use of hemoglobin A1c. J Clin Endocrinol Metab 95:5289–5295CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Kumaravel B, Bachmann MO, Murray N, Dhatariya K, Fenech M, John WG, Scarpello TJ, Sampson MJ, University of East Anglia Impaired Fasting Glucose (UEA-IFG) Study Group (2012) Use of haemoglobin A1c to detect impaired fasting glucose or type 2 diabetes in a United Kingdom community based population. Diabetes Res Clin Pract 96(2):211–216CrossRefPubMed Kumaravel B, Bachmann MO, Murray N, Dhatariya K, Fenech M, John WG, Scarpello TJ, Sampson MJ, University of East Anglia Impaired Fasting Glucose (UEA-IFG) Study Group (2012) Use of haemoglobin A1c to detect impaired fasting glucose or type 2 diabetes in a United Kingdom community based population. Diabetes Res Clin Pract 96(2):211–216CrossRefPubMed
7.
Zurück zum Zitat Kim CH, Kim HK, Bae SJ, Park JY, Lee KU (2011) Discordance between fasting glucose-based and hemoglobin A1c-based diagnosis of diabetes mellitus in Koreans. Diabetes Res Clin Pract 91(1):e8–e10CrossRefPubMed Kim CH, Kim HK, Bae SJ, Park JY, Lee KU (2011) Discordance between fasting glucose-based and hemoglobin A1c-based diagnosis of diabetes mellitus in Koreans. Diabetes Res Clin Pract 91(1):e8–e10CrossRefPubMed
8.
Zurück zum Zitat Inoue K, Matsumoto M, Kobayashi Y (2007) The combination of fasting plasma glucose and glycosylated hemoglobin predicts type 2 diabetes in Japanese workers. Diabetes Res Clin Pract 77(3):451–458CrossRefPubMed Inoue K, Matsumoto M, Kobayashi Y (2007) The combination of fasting plasma glucose and glycosylated hemoglobin predicts type 2 diabetes in Japanese workers. Diabetes Res Clin Pract 77(3):451–458CrossRefPubMed
9.
Zurück zum Zitat Droumaguet C, Balkau B, Simon D, Caces E, Tichet J, Charles MA, Eschwege E, DESIR Study Group (2006) The DESIR Study Group: use of HbA1C in predicting progression to diabetes in French men and women data from an epidemiological study on the insulin resistance syndrome (DESIR). Diabetes Care 29(7):1619–1625CrossRefPubMed Droumaguet C, Balkau B, Simon D, Caces E, Tichet J, Charles MA, Eschwege E, DESIR Study Group (2006) The DESIR Study Group: use of HbA1C in predicting progression to diabetes in French men and women data from an epidemiological study on the insulin resistance syndrome (DESIR). Diabetes Care 29(7):1619–1625CrossRefPubMed
10.
Zurück zum Zitat Motta M, Bennati E, Cardillo E, Ferlito L, Malaguarnera M (2010) The value of glycosylated hemoglobin (HbA1c) as a predictive risk factor in the diagnosis of diabetes mellitus (DM) in the elderly. Arch Gerontol Geriatr 50(1):60–64CrossRefPubMed Motta M, Bennati E, Cardillo E, Ferlito L, Malaguarnera M (2010) The value of glycosylated hemoglobin (HbA1c) as a predictive risk factor in the diagnosis of diabetes mellitus (DM) in the elderly. Arch Gerontol Geriatr 50(1):60–64CrossRefPubMed
11.
Zurück zum Zitat Olson DE, Rhee MK, Herrick K, Ziemer DC, Twombly JG, Phillips LS (2010) Screening for diabetes and pre-diabetes with proposed A1C-based diagnostic criteria. Diabetes Care 33(10):2184–2189CrossRefPubMedPubMedCentral Olson DE, Rhee MK, Herrick K, Ziemer DC, Twombly JG, Phillips LS (2010) Screening for diabetes and pre-diabetes with proposed A1C-based diagnostic criteria. Diabetes Care 33(10):2184–2189CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Nair M, Prabhakaran D, Narayan KM, Sinha R, Lakshmy R, Devasenapathy N, Daniel CR, Gupta R, George PS, Mathew A, Tandon N, Reddy KS (2011) HbA1c values for defining diabetes and impaired fasting glucose in Asian Indians. Prim Care Diabetes 5(2):95–102CrossRefPubMedPubMedCentral Nair M, Prabhakaran D, Narayan KM, Sinha R, Lakshmy R, Devasenapathy N, Daniel CR, Gupta R, George PS, Mathew A, Tandon N, Reddy KS (2011) HbA1c values for defining diabetes and impaired fasting glucose in Asian Indians. Prim Care Diabetes 5(2):95–102CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Bennett CM, Guo M, Dharmage SC (2007) HbA(1c) as a screening tool for detection of type 2 diabetes: a systematic review. Diabet Med 24(4):333–343CrossRefPubMed Bennett CM, Guo M, Dharmage SC (2007) HbA(1c) as a screening tool for detection of type 2 diabetes: a systematic review. Diabet Med 24(4):333–343CrossRefPubMed
14.
Zurück zum Zitat van’t Riet E, Alssema M, Rijkelijkhuizen JM, Kostense PJ, Nijpels G, Dekker JM (2010) Relationship between A1C and glucose levels in the general Dutch population: the new Hoorn study. Diabetes Care 33(1):61–66CrossRef van’t Riet E, Alssema M, Rijkelijkhuizen JM, Kostense PJ, Nijpels G, Dekker JM (2010) Relationship between A1C and glucose levels in the general Dutch population: the new Hoorn study. Diabetes Care 33(1):61–66CrossRef
15.
Zurück zum Zitat Kim HY, Lee SY, Suh S, Kim JH, Lee MK, Park HD (2013) The relationship between estimated average glucose and fasting plasma glucose. Clin Chem Lab Med 51(11):2195–2200CrossRefPubMed Kim HY, Lee SY, Suh S, Kim JH, Lee MK, Park HD (2013) The relationship between estimated average glucose and fasting plasma glucose. Clin Chem Lab Med 51(11):2195–2200CrossRefPubMed
16.
Zurück zum Zitat Sun X, Du T, Huo R, Xu L (2014) Hemoglobin A1c as a marker for identifying diabetes and cardiovascular risk factors: the China Health and Nutrition Survey 2009. Acta Diabetol 51(3):353–360CrossRefPubMed Sun X, Du T, Huo R, Xu L (2014) Hemoglobin A1c as a marker for identifying diabetes and cardiovascular risk factors: the China Health and Nutrition Survey 2009. Acta Diabetol 51(3):353–360CrossRefPubMed
17.
Zurück zum Zitat Lee JM, Wu EL, Tarini B, Herman WH, Yoon E (2011) Diagnosis of diabetes using hemoglobin A1c: should recommendations in adults be extrapolated to adolescents? J Pediatr 158(6):947–952 e1–e3 CrossRefPubMedPubMedCentral Lee JM, Wu EL, Tarini B, Herman WH, Yoon E (2011) Diagnosis of diabetes using hemoglobin A1c: should recommendations in adults be extrapolated to adolescents? J Pediatr 158(6):947–952 e1–e3 CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Xu Y, Wang L, He J, Bi Y, Li M, Wang T, Wang L, Jiang Y, Dai M, Lu J, Xu M, Li Y, Hu N, Li J, Mi S, Chen CS, Li G, Mu Y, Zhao J, Kong L, Chen J, Lai S, Wang W, Zhao W, Ning G, 2010 China Noncommunicable Disease Surveillance Group (2013) Prevalence and control of diabetes in Chinese adults. JAMA 310(9):948–959CrossRefPubMed Xu Y, Wang L, He J, Bi Y, Li M, Wang T, Wang L, Jiang Y, Dai M, Lu J, Xu M, Li Y, Hu N, Li J, Mi S, Chen CS, Li G, Mu Y, Zhao J, Kong L, Chen J, Lai S, Wang W, Zhao W, Ning G, 2010 China Noncommunicable Disease Surveillance Group (2013) Prevalence and control of diabetes in Chinese adults. JAMA 310(9):948–959CrossRefPubMed
19.
Zurück zum Zitat Groche D, Hoeno W, Hoss G, Vogt B, Herrmann Z, Witzigmann A (2003) Standardization of two immunological HbA1c routine assays according to the new IFCC reference method. Clin Lab 49(11–12):657–661PubMed Groche D, Hoeno W, Hoss G, Vogt B, Herrmann Z, Witzigmann A (2003) Standardization of two immunological HbA1c routine assays according to the new IFCC reference method. Clin Lab 49(11–12):657–661PubMed
20.
Zurück zum Zitat Metus P, Ruzzante N, Bonvicini P, Meneghetti M, Zaninotto M, Plebani M (1999) Immunoturbidimetric assay of glycated hemoglobin. J Clin Lab Anal 13(1):5–8CrossRefPubMed Metus P, Ruzzante N, Bonvicini P, Meneghetti M, Zaninotto M, Plebani M (1999) Immunoturbidimetric assay of glycated hemoglobin. J Clin Lab Anal 13(1):5–8CrossRefPubMed
21.
Zurück zum Zitat Chang J, Hoke C, Ettinger B, Penerian G (1998) Evaluation and interference study of hemoglobin A1c measured by turbidimetric inhibition immunoassay. Am J Clin Pathol 109(3):274–278CrossRefPubMed Chang J, Hoke C, Ettinger B, Penerian G (1998) Evaluation and interference study of hemoglobin A1c measured by turbidimetric inhibition immunoassay. Am J Clin Pathol 109(3):274–278CrossRefPubMed
Metadaten
Titel
The changing relationship between HbA1c and FPG according to different FPG ranges
verfasst von
X. Guan
L. Zheng
G. Sun
X. Guo
Y. Li
H. Song
F. Tian
Y. Sun
Publikationsdatum
01.05.2016
Verlag
Springer International Publishing
Erschienen in
Journal of Endocrinological Investigation / Ausgabe 5/2016
Elektronische ISSN: 1720-8386
DOI
https://doi.org/10.1007/s40618-015-0389-1

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