HbA1c Alone Is a Poor Indicator of Cardiometabolic Risk in Middle-Aged Subjects with Pre-Diabetes but Is Suitable for Type 2 Diabetes Diagnosis: A Cross-Sectional Study

被引:9
作者
Millar, Sean R. [1 ]
Perry, Ivan J. [1 ]
Phillips, Catherine M. [1 ]
机构
[1] Natl Univ Ireland Univ Coll Cork, Dept Epidemiol & Publ Hlth, HRB Ctr Hlth & Diet Res, Cork, Ireland
来源
PLOS ONE | 2015年 / 10卷 / 08期
关键词
FASTING PLASMA-GLUCOSE; METABOLIC SYNDROME; CARDIOVASCULAR-DISEASE; GLYCATED HEMOGLOBIN; OLDER-ADULTS; HBA1C; INFLAMMATION; A1C; ASSOCIATION; STATEMENT;
D O I
10.1371/journal.pone.0134154
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objectives Glycated haemoglobin A(1c) (HbA(1c)) measurement is recommended as an alternative to fasting plasma glucose (FPG) for the diagnosis of pre-diabetes and type 2 diabetes. However, evidence suggests discordance between HbA(1c) and FPG. In this study we examine a range of metabolic risk features, pro-inflammatory cytokines, acute-phase response proteins, coagulation factors and white blood cell counts to determine which assay more accurately identifies individuals at increased cardiometabolic risk. Materials and Methods This was a cross-sectional study involving a random sample of 2,047 men and women aged 46-73 years. Binary and multinomial logistic regression were employed to examine risk feature associations with pre-diabetes [either HbA1c levels 5.7-6.4%(39-46 mmol/mol) or impaired FPG levels 5.6-6.9 mmol/l] and type 2 diabetes [either HbA1c levels > 6.5% (> 48 mmol/mol) or FPG levels > 7.0 mmol/l]. Receiver operating characteristic curve analysis was used to evaluate the ability of HbA(1c) to discriminate pre-diabetes and diabetes defined by FPG. Results Stronger associations with diabetes-related phenotypes were observed in pre-diabetic subjects diagnosed by FPG compared to those detected by HbA(1c). Individuals with type 2 diabetes exhibited cardiometabolic profiles that were broadly similar according to diagnosis by either assay. Pre-diabetic participants classified by both assays displayed a more pro-inflammatory, pro-atherogenic, hypertensive and insulin resistant profile. Odds ratios of having three or more metabolic syndrome features were also noticeably increased (OR: 4.0, 95% CI: 2.8-5.8) when compared to subjects diagnosed by either HbA(1c) (OR: 1.4, 95% CI: 1.2-1.8) or FPG (OR: 3.0, 95% CI: 1.7-5.1) separately. Conclusions In middle-aged Caucasian-Europeans, HbA(1c) alone is a poor indicator of cardiometabolic risk but is suitable for diagnosing diabetes. Combined use of HbA(1c) and FPG may be of additional benefit for detecting individuals at highest odds of type 2 diabetes development.
引用
收藏
页数:14
相关论文
共 50 条
[1]   Metabolic syndrome - a new world-wide definition. A consensus statement from the international diabetes federation [J].
Alberti, KGMM ;
Zimmet, P ;
Shaw, J .
DIABETIC MEDICINE, 2006, 23 (05) :469-480
[2]  
Amer Diabet Assoc, 2011, DIABETES CARE, V34, pS11, DOI [10.2337/dc11-S062, 10.2337/dc14-S081, 10.2337/dc11-S011, 10.2337/dc13-S067, 10.2337/dc12-s011, 10.2337/dc10-S011, 10.2337/dc10-S062, 10.2337/dc13-S011, 10.2337/dc12-s064]
[3]  
[Anonymous], 2014, BMJ BRIT MED J, DOI [DOI 10.1136/bmj.g4485, 10.1136/bmj.g4485]
[4]   Prevalence of Diabetes in the Republic of Ireland: Results from the National Health Survey (SLAN) 2007 [J].
Balanda, Kevin P. ;
Buckley, Claire M. ;
Barron, Steve J. ;
Fahy, Lorraine E. ;
Madden, Jamie M. ;
Harrington, Janas M. ;
Perry, Ivan J. ;
Kearney, Patricia M. .
PLOS ONE, 2013, 8 (10)
[5]  
Barton B, 2008, MEDICAL STATISTICS A
[6]   The Pros and Cons of Diagnosing Diabetes With A1C [J].
Bonora, Enzo ;
Tuomilehto, Jaakko .
DIABETES CARE, 2011, 34 :S184-S190
[7]   Inflammation and type 2 diabetes [J].
Calle, M. C. ;
Fernandez, M. L. .
DIABETES & METABOLISM, 2012, 38 (03) :183-191
[8]   Comparison of A1C and Fasting Glucose Criteria to Diagnose Diabetes Among US Adults [J].
Carson, April P. ;
Reynolds, Kristi ;
Fonseca, Vivian A. ;
Muntner, Paul .
DIABETES CARE, 2010, 33 (01) :95-97
[9]   More evidence of the problems of using HbA1c for diagnosing diabetes? The known knowns, the known unknowns and the unknown unknowns [J].
Church, D. ;
Simmons, D. .
JOURNAL OF INTERNAL MEDICINE, 2014, 276 (02) :171-173
[10]   HbA1c for the Diagnosis of Diabetes and Prediabetes: Is It Time for a Mid-Course Correction? [J].
Cohen, Robert M. ;
Haggerty, Shannon ;
Herman, William H. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2010, 95 (12) :5203-5206