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Thiab S, Akhal T, Akeblersane M, Sheth H, Atkin SL, Butler AE. Microvascular complications in prediabetes: a systematic review & meta-analysis. Diabetes Res Clin Pract 2025; 225:112261. [PMID: 40419194 DOI: 10.1016/j.diabres.2025.112261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 04/28/2025] [Accepted: 05/16/2025] [Indexed: 05/28/2025]
Abstract
AIMS Prediabetes prevalence is increasing with a risk of developing microvascular complications. The American Diabetes Association (ADA) definition is a hemoglobin A1c(HbA1c) of 5.7 %-6.4 % (39-46 mmol/mol) versus the International Experts Committee (IEC) range of 6.0-6.4 % (42-46 mmol/mol). We aimed to determine whether a prediabetic HbA1c or fasting blood glucose (FBG) cut-off exists, above which individuals exhibit increased microvascular complications. METHODS All prediabetes studies in Embase, MEDLINE, Scopus, Cochrane, CINAHL databases from 1990-May 2023 reporting retinopathy, nephropathy, and/or neuropathy included. RESULTS 21,215 studies identified, 35 analyzed.Prevalence and incidence of retinopathy was significantly higher by ADA versus IEC criteria (Weighted Mean Difference 2.37 [2.31,2.43] and 1.32 [1.25,1.40], respectively). Receiver Operator Curves for IEC criteria: sensitivity 65.3% specificity 88.0% for retinopathy, AUC 0.88; for ADA criteria at 5.9%: sensitivity 77.5%, specificity 78.4%, AUC 0.73. No studies reported nephropathy/neuropathy by IEC criteria; nephropathy prevalence 1.0%-15.0% for HbA1c and FBG criteria. CONCLUSIONS Prediabetes ADA criteria (HbA1c 5.7-6.4 %) identified significantly more retinopathy than IEC criteria (HbA1c 6.0-6.4 %), suggesting that ADA criteria are preferable for early retinopathy detection and clinical retinal screening may be considered at HbA1c ≥ 5.7 %. Insufficient studies on the prevalence of nephropathy and neuropathy in prediabetes were available.
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Affiliation(s)
- Sama Thiab
- School of Medicine, Royal College of Surgeons in Ireland Bahrain, Busaiteen 15503, Bahrain
| | - Taim Akhal
- School of Medicine, Royal College of Surgeons in Ireland Bahrain, Busaiteen 15503, Bahrain
| | - Meriem Akeblersane
- School of Medicine, Royal College of Surgeons in Ireland Bahrain, Busaiteen 15503, Bahrain
| | - Heet Sheth
- School of Medicine, Royal College of Surgeons in Ireland Bahrain, Busaiteen 15503, Bahrain
| | - Stephen L Atkin
- Research Department, Royal College of Surgeons in Ireland Bahrain, Busaiteen 15503, Bahrain
| | - Alexandra E Butler
- Research Department, Royal College of Surgeons in Ireland Bahrain, Busaiteen 15503, Bahrain.
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Zhang J, Zheng W, Wang S, Gao X, Xiao Y, Yang Z. Associations of three diagnostic glycemic measures with all-cause and cardiovascular mortality in people not on antidiabetic medications: A prospective cohort study. J Diabetes Complications 2025; 39:108970. [PMID: 39908967 DOI: 10.1016/j.jdiacomp.2025.108970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 01/16/2025] [Accepted: 01/28/2025] [Indexed: 02/07/2025]
Abstract
OBJECTIVE This study aimed to investigate the value of three diagnostic glycemic measures, i.e., 2-hour plasma glucose (2hPG) during 75-g oral glucose tolerance test, fasting plasma glucose (FPG), and glycated hemoglobin (HbA1c), in predicting risk of all-cause and cardiovascular mortality after adjusting for the influence of these glycemic measures on each other. METHODS A total of 14,013 U.S. adults who were not on antidiabetic medications when recruited were identified from the Third National Health and Nutrition Examination Survey (NHANES III) and NHANES 2005-2016. High blood glucose was defined as 2hPG ≥11.1 mmol/L, FPG ≥7.0 mmol/L, or HbA1c ≥6.5 %, according to the American Diabetes Association 2023 standards. Two approaches were adopted to examine the value of each glycemic measure in predicting mortality risk while controlling the influence of the other two measures: (1) adjusting for 2hPG, HbA1c, and FPG in the same model, and (2) comparing individuals showing isolated elevation of 2hPG, HbA1c, or FPG with those being "normal" for all the three measures. Major non-glycemic risk factors were adjusted for in the multivariable regression analyses. RESULTS During a median follow-up of 9.8 years, 2869 participants died, and 960 of the deaths were attributed to cardiovascular causes. When included in the model individually, elevated 2hPG, FPG, and HbA1c were all predictive of both all-cause and cardiovascular mortality (adjusted hazard ratios ranging from 1.32 to 1.55, all p values <0.05). After controlling the influence of the other two glycemic measures, elevated 2hPG was still statistically significantly associated with the outcomes (adjusted hazard ratios ranging from 1.04 to 1.33, depending on analytical approaches), whereas elevated FPG was not, and HbA1c was associated with cardiovascular mortality only when treated as a continuous variable and when 2hPG and FPG levels were in the normal range (adjusted hazard ratio 1.27 [1.04-1.55] for 1 % increase in HbA1c). CONCLUSIONS 2hPG, FPG, and HbA1c were all predictive of all-cause and cardiovascular mortality when used alone, but when combined only 2hPG retained its predictive value for both outcomes while HbA1c predicted cardiovascular mortality only when used as a continuous variable and when 2hPG and FPG were in the normal range.
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Affiliation(s)
- Jiayue Zhang
- Faculty of Medicine, Macau University of Science and Technology, Macao SAR, China
| | - Wenxiao Zheng
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Shuting Wang
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Xiangyang Gao
- The Health Management Center of The Second Affiliated Hospital of Luohe Medical College, Luohe, Henan Province, China
| | - Ying Xiao
- Faculty of Medicine, Macau University of Science and Technology, Macao SAR, China
| | - Zuyao Yang
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China.
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Overgaard KS, Andersen TR, Mohamed RA, Heinsen LJ, Binderup HG, Möller S, Auscher S, Lambrechtsen J, Egstrup K. Can prediabetes diagnosed using HemoglobinA1c or oral glucose tolerance test predict presence and severity of coronary artery disease in symptomatic patients? Diab Vasc Dis Res 2023; 20:14791641231179870. [PMID: 37344962 PMCID: PMC10288424 DOI: 10.1177/14791641231179870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/23/2023] Open
Abstract
We investigated whether prediabetes diagnosed by hemoglobinA1c (HbA1c) or oral glucose tolerance test (OGTT) could predict presence and severity of coronary artery disease (CAD) in symptomatic patients. The presence of plaque, stenosis, plaque characteristics, and coronary artery calcium (CAC) were evaluated by coronary CT angiography in 702 patients with suspicion of CAD. Patients were classified by glycemic status using the American Diabetes Association criteria for HbA1c and OGTT, and compared to their respective normal ranges. Prediabetes was observed in 24% by HbA1c and 72% by OGTT. Both prediabetes classifications were associated with increased presence of plaque, stenosis, calcified plaques, CAC >400, and a lower frequency of zero CAC compared to their respective normal range (all, p < 0.05). After adjusting for potential confounders, patients with HbA1c-prediabetes had an odds ratio of 2.1 (95% CI: 1.3-3.5) for CAC >400 and 1.5 (95% CI: 1.0-2.4) for plaque presence, while none of the associations for OGTT-prediabetes were significant. The receiver operating characteristic-curve for HbA1c-prediabetes showed an area under the curve of 0.81 for CAC >400 and 0.77 for plaque presence. Prediabetes defined by HbA1c predicts presence and severity of CAD. Although OGTT identified more patients with prediabetes, their risk of CAD were not explained by prediabetes using these diagnostic-criteria.
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Affiliation(s)
- Katrine S Overgaard
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
| | - Thomas R Andersen
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
| | - Roda A Mohamed
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
| | - Laurits J Heinsen
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
| | - Helle G Binderup
- Odense University Hospital, Department of Clinical Biochemistry, Svendborg, Denmark
| | - Sören Möller
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
- Odense University Hospital, OPEN Research Unit–Open Patient Data Explorative Network, Odense, Denmark
| | - Søren Auscher
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
| | - Jess Lambrechtsen
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
| | - Kenneth Egstrup
- Odense University Hospital Svendborg, Cardiovascular Research Unit, Svendborg, Denmark; University of Southern Denmark, Odense, Denmark
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Tabák AG, Brunner EJ, Lindbohm JV, Singh-Manoux A, Shipley MJ, Sattar N, Kivimäki M. Risk of Macrovascular and Microvascular Disease in Diabetes Diagnosed Using Oral Glucose Tolerance Test With and Without Confirmation by Hemoglobin A1c: The Whitehall II Cohort Study. Circulation 2022; 146:995-1005. [PMID: 36004644 PMCID: PMC9508989 DOI: 10.1161/circulationaha.122.059430] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND It is unclear whether replacing oral glucose tolerance test (OGTT) with hemoglobin A1c (HbA1c) measurement for diagnosing diabetes is justified. We aimed to assess the proportion of OGTT-diagnosed diabetes cases that can be confirmed by HbA1c and to examine whether individuals with OGTT diagnosis but nondiagnostic HbA1c are at higher risk of macrovascular and microvascular disease. METHODS Participants were 5773 men and women from the population-based Whitehall II prospective cohort study in the United Kingdom. New OGTT diabetes cases diagnosed in clinical examinations in 2002 to 2004 and 2007 to 2009 were assessed for HbA1c confirmation (≥6.5%) in these and subsequent clinical examinations in 2012 to 2013 and 2015 to 2016. All participants were followed up for major cardiovascular events through linkage to electronic health records until 2017 and for incident chronic kidney disease (estimated glomerular filtration rate <60 mL·min-1·1.73 m-2) until the last clinical examination. In analysis of vascular disease risk, new OGTT-diagnosed diabetes cases with and without diagnostic HbA1c and preexisting diabetes cases were compared with diabetes-free participants. RESULTS Of the 378 (59.3%) participants with OGTT-diagnosed diabetes, 224 were confirmed by HbA1c during 4.1 years (SD, 4.1 years) of follow-up. We recorded 942 cardiovascular events over 12.1 years. After adjustment for nonmodifiable risk factors and compared with the 4997 diabetes-free participants, 371 participants with new HbA1c-confirmed diabetes and 405 participants with preexisting diabetes had increased risk of cardiovascular disease (hazard ratio, 1.53 [95% CI, 1.12-2.10] and 1.85 [95% CI, 1.50-2.28], respectively). The corresponding hazard ratios in the analysis of incident chronic kidney disease (487 cases; follow-up, 6.6 years) were 1.69 (95% CI, 1.09-2.62) for 282 participants with new HbA1c-confirmed diabetes and 1.67 (95% CI, 1.22-2.28) for 276 participants with preexisting diabetes. In both analyses, OGTT cases with nondiagnostic HbA1c (n=149 and 107) had a risk (hazard ratio, 0.99-1.07) similar to that of the diabetes-free population. CONCLUSIONS More than 40% of OGTT-diagnosed diabetes cases were not confirmed by HbA1c during an extended follow-up. However, because these individuals have a risk of cardiovascular disease and chronic kidney disease similar to that of the diabetes-free population, replacement of OGTT with HbA1c-based diagnosis appears justified.
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Affiliation(s)
- Adam G. Tabák
- Department of Epidemiology and Public Health, University College London, UK (A.G.T., E.J.B., J.V.L., A.S.-M., M.J.S., M.K.)
- Department of Internal Medicine and Oncology and Department of Public Health, Semmelweis University Faculty of Medicine, Budapest, Hungary (A.G.T.)
| | - Eric J. Brunner
- Department of Epidemiology and Public Health, University College London, UK (A.G.T., E.J.B., J.V.L., A.S.-M., M.J.S., M.K.)
| | - Joni V. Lindbohm
- Department of Epidemiology and Public Health, University College London, UK (A.G.T., E.J.B., J.V.L., A.S.-M., M.J.S., M.K.)
- Clinicum, Faculty of Medicine, University of Helsinki, Finland (J.V.L., M.K.)
| | - Archana Singh-Manoux
- Department of Epidemiology and Public Health, University College London, UK (A.G.T., E.J.B., J.V.L., A.S.-M., M.J.S., M.K.)
- Université de Paris, Inserm U1153, Epidemiology of Ageing & Neurodegenerative Diseases, Paris, France (A.S.-M.)
| | - Martin J. Shipley
- Department of Epidemiology and Public Health, University College London, UK (A.G.T., E.J.B., J.V.L., A.S.-M., M.J.S., M.K.)
| | - Naveed Sattar
- BHF Glasgow Cardiovascular Research Centre, University of Glasgow, UK (N.S.)
| | - Mika Kivimäki
- Department of Epidemiology and Public Health, University College London, UK (A.G.T., E.J.B., J.V.L., A.S.-M., M.J.S., M.K.)
- Clinicum, Faculty of Medicine, University of Helsinki, Finland (J.V.L., M.K.)
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Liu L, Zhen D, Fu S, Sun W, Li H, Zhao N, Hou L, Tang X. Associations of the baseline level and change in glycosylated hemoglobin A1c with incident hypertension in non-diabetic individuals: a 3-year cohort study. Diabetol Metab Syndr 2022; 14:54. [PMID: 35436969 PMCID: PMC9014640 DOI: 10.1186/s13098-022-00827-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 04/05/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Diabetes mellitus increases the risk of developing hypertension. The relationship between glycosylated hemoglobin A1c (HbA1c) level and incident hypertension remains controversial. This study examined the associations of the baseline level and change in the HbA1c level over 3 years with incident hypertension in non-diabetic individuals. METHODS This community-based cohort study was conducted with 2591 individuals aged 40-75 years without hypertension or diabetes at baseline, who participated in a longitudinal (REACTION) study program. Questionnaires were administered during interviews, and anthropometric and laboratory measurements were performed at baseline (2011) and follow-up (2014-2015). Multivariate logistic regression models were applied to estimate odds ratios (ORs) and 95% confidence intervals (CIs) of incident hypertension. RESULTS Over a median follow-up period of 3.08 years (interquartile range 3.00, 3.25), 384 (14.82%) subjects developed hypertension. In the fully adjusted linear regression models, change in HbA1c remained significantly associated with changes in systolic blood pressure and diastolic blood pressure [β-coefficient (95% CI), 4.421 (2.811-6.032), 1.681 (0.695-2.667)]. Logistic regression analyses showed that baseline HbA1c level was positively associated with incident hypertension in the unadjusted model; however, the association was no longer significant after further adjustment. Change in HbA1c was positively associated with the development of hypertension, both as a categorical variable stratified by tertiles [adjusted OR (95% CI) in the highest tertile was 1.690 (1.240-2.303) versus the lowest tertile)] and as a continuous variable [adjusted OR (95% CI), 1.242 (1.106-1.394)], independent of age, sex, body mass index, systolic blood pressure, fasting plasma glucose level, lipid profile, the HbA1c level at baseline and 3-year change in body mass index. CONCLUSIONS A higher baseline HbA1c level was not an independent risk factor for incident hypertension, whereas the change in HbA1c was independently associated with a greater longitudinal increase in blood pressure and an increased risk of incident hypertension in non-diabetic individuals.
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Affiliation(s)
- Lijuan Liu
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Donghu Zhen
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Songbo Fu
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Weiming Sun
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Hongli Li
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Nan Zhao
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Lijie Hou
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Xulei Tang
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China.
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Strong association of type 2 diabetes with degenerative lumbar spine disorders. Sci Rep 2021; 11:16472. [PMID: 34389750 PMCID: PMC8363740 DOI: 10.1038/s41598-021-95626-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 05/28/2021] [Indexed: 12/19/2022] Open
Abstract
Tantalizing connections between type 2 diabetes and degenerative lumbar spine disorders have become increasingly evident. However, the association of type 2 diabetes with degenerative lumbar spine disorders remains unclear. We sought to clarify the association between type 2 diabetes and lumbar spine disorders using nationwide data in Korea. Furthermore, we explored the association of diabetes with the prevalence of spinal procedures. The data in this study was obtained from Korean health claim database. Between 2016 and 2019, totals of 479,680 diabetes and 479,680 age- and sex-matched control subjects were enrolled. Patients with diabetes had more likely to have degenerative lumbar spine disorders and spinal procedures than controls. Using multivariate-adjusted analysis, patients with diabetes were at increased risk of being concomitantly affected by lumbar disc disorder [adjusted odds ratio 1.11 (95% confidence interval 1.10-1.12)], lumbar spondylotic radiculopathy [1.12 (1.11-1.13)], spondylolisthesis [1.05 (1.02-1.08)] and spinal stenosis [1.16 (1.15-1.18)], compared to controls. Furthermore, diabetic patients had an increased risk of undergoing lumbar spinal injection [1.13 (1.12-1.14)], laminectomy [1.19 (1.15-1.23)], and fusion surgery [1.35 (1.29-1.42)]. We demonstrated that type 2 diabetes was significantly associated with lumbar spine disorders and frequent spinal procedures. Our results suggest diabetes as a predisposing factor for lumbar spine disorders.
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Zhang X, Yang Z, Zhang M, Zhu Y, Zhao Z, Huang Z, Li C, Zhou M, Farmer AJ, Tang J, Wang L. Independent effects of 2hPG, FPG and HbA1c on cardiovascular risk: Analysis of a nationally representative sample from China. Diabetes Res Clin Pract 2021; 173:108672. [PMID: 33485867 DOI: 10.1016/j.diabres.2021.108672] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 12/10/2020] [Accepted: 01/12/2021] [Indexed: 11/21/2022]
Abstract
AIMS To evaluate the independence of the effect of 2-hour post-load plasma glucose (2hPG), fasting plasma glucose (FPG) and glycated hemoglobin (HbA1c) on cardiovascular disease (CVD) after adjusting for each other and non-glycemic factors. METHODS We analyzed data from a nationally representative sample of 174,329 Chinese adults from a survey conducted in 2013-2014. The associations of glycemic measures with the risk of CVD were examined and compared by using logistic regression analyses. RESULTS After adjusting for non-glycemic factors, the odds ratio for one standard-deviation increase of 2hPG, FPG and HbA1c was 1.08 (95% confidence interval [CI]: 1.05-1.11), 1.02 (95% CI: 0.99-1.06) and 1.05 (95% CI: 1.02-1.07), respectively. The odds ratio for 2hPG (1.10, 95% CI: 1.05-1.16) remained statistically significant after FPG and HbA1c were added to the models, whereas the odds ratios for FPG and HbA1c became statistically insignificant after 2hPG was adjusted for. The results remained consistent across various scenarios. CONCLUSIONS 2hPG showed an effect on cardiovascular risk which was independent from FPG and HbA1c, whereas whether the effects of FPG and HbA1c were independent from 2hPG was open to question. This finding calls for more research on how to better use FPG and HbA1c in diagnosing diabetes.
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Affiliation(s)
- Xiao Zhang
- National Center for Chronic Non-communicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zuyao Yang
- Division of Epidemiology, School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong Special Administrative Region
| | - Mei Zhang
- National Center for Chronic Non-communicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yingying Zhu
- Division of Epidemiology, School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong Special Administrative Region
| | - Zhenping Zhao
- National Center for Chronic Non-communicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhengjing Huang
- National Center for Chronic Non-communicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Chun Li
- National Center for Chronic Non-communicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Maigeng Zhou
- National Center for Chronic Non-communicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Andrew J Farmer
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jinling Tang
- Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
| | - Limin Wang
- National Center for Chronic Non-communicable Diseases Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.
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Butler AE, English E, Kilpatrick ES, Östlundh L, Chemaitelly HS, Abu-Raddad LJ, Alberti KGMM, Atkin SL, John WG. Diagnosing type 2 diabetes using Hemoglobin A1c: a systematic review and meta-analysis of the diagnostic cutpoint based on microvascular complications. Acta Diabetol 2021; 58:279-300. [PMID: 33141338 PMCID: PMC7907031 DOI: 10.1007/s00592-020-01606-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 09/11/2020] [Indexed: 02/06/2023]
Abstract
AIMS Diabetic microvascular complications of retinopathy, nephropathy and neuropathy may occur at hemoglobin A1c levels (HbA1c) below the 6.5% (48 mmol/mol) diagnostic threshold. Our objective was to assess the validity of the HbA1c diagnostic cutpoint of 6.5% based upon published evidence of the prevalence of retinopathy, nephropathy and neuropathy as markers of diabetes. METHODS Data Sources PubMed, Embase, Cochrane, Scopus and CINAHL from 1990-March 2019, grey literature sources. Study Selection All studies reported after 1990 (to ensure standardized HbA1c values) where HbA1c levels were presented in relation to prevalence of retinopathy, nephropathy or neuropathy in subjects not known to have diabetes. Data Extraction Studies were screened independently, data abstracted, and risk of bias appraised. Data Synthesis Data were synthesized using HbA1c categories of < 6.0% (< 42 mmol/mol), 6.0-6.4% (42-47 mmol/mol) and ≥ 6.5% (≥ 48 mmol/mol). Random-effects meta-analyses were conducted for retinopathy, nephropathy and neuropathy prevalence stratified by HbA1c categories. Random-effects multivariable meta-regression was conducted to identify predictors of retinopathy prevalence and sources of between-study heterogeneity. RESULTS Pooled mean prevalence was: 4.0%(95% CI: 3.2-5.0%) for retinopathy, 10.5% (95% CI: 4.0-19.5%) for nephropathy, 2.5% (95% CI: 1.1-4.3%) for neuropathy. Mean prevalence when stratified for HbA1c < 6.0%, 6.0-6.4% and ≥ 6.5% was: retinopathy: 3.4% (95% CI: 1.8-5.4%), 2.3% (95% CI: 1.6-3.2%) and 7.8%(95% CI: 5.7-10.3%); nephropathy: 7.1% (95% CI: 1.7-15.9%), 9.6% (95% CI: 0.8-26.4%) and 17.1% (95% CI: 1.0-46.9%); neuropathy: 2.1% (95% CI: 0.0-6.8%), 3.4% (95% CI: 0.0-11.6%) and 2.8% (95% CI: 0.0-12.8%). Multivariable meta-regression showed HbA1c ≥ 6.5% (OR: 4.05; 95% CI: 1.92-8.57%), age > 55 (OR: 3.23; 95% CI 1.81-5.77), and African-American race (OR: 10.73; 95% CI: 4.34-26.55), to be associated with higher retinopathy prevalence. Marked heterogeneity in prevalence estimates was found across all meta-analyses (Cochran's Q-statistic p < 0.0001). CONCLUSIONS The prevalence of nephropathy and moderate retinopathy was increased in subjects with HbA1c values ≥ 6.5% confirming the high specificity of this value for diagnosing T2DM; however, at HbA1c < 6.5% retinopathy increased at age > 55 years and, most strikingly, in African-Americans, suggesting there may be excess microvascular complication prevalence (particularly nephropathy) in individuals below the diabetes diagnostic threshold.
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Affiliation(s)
- Alexandra E Butler
- Diabetes Research Center (DRC), Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), PO Box 34110, Doha, Qatar.
| | | | | | - Linda Östlundh
- College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
| | - Hiam S Chemaitelly
- Infectious Disease Epidemiology Group, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation-Education City, Doha, Qatar
| | - Laith J Abu-Raddad
- Infectious Disease Epidemiology Group, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation-Education City, Doha, Qatar
| | | | | | - W Garry John
- University East Anglia, Norwich, UK
- Norfolk and Norwich University Hospital, Norwich, UK
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9
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Zhou Y. Prognostic Significance of HbA1c Level in Asian Patients with Prediabetes and Coronary Artery Disease. CARDIOVASCULAR INNOVATIONS AND APPLICATIONS 2021. [DOI: 10.15212/cvia.2021.0029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Background: Measuring glycosylated hemoglobin (HbA1c) is a simple way to assess patients with prediabetes ordiabetes mellitus. It has been shown that HbA1c level predicts prognosis in patients with coronary artery disease (CAD)and the incidence of diabetes mellitus. However, the prognostic significance of HbA1c level in Asian patients withprediabetes and CAD is not yet clear. Our study aimed to determine the relationship between HbA1c level and majoradverse cardiovascular events (MACE) in patients with prediabetes and CAD.Methods: We enrolled 1367 patients with prediabetes and CAD in the final analysis, and grouped them according tothe HbA1c level. Primary end points included nonfatal myocardial infarction, hospitalization for unstable angina, andischemia-driven revascularization. Cox proportional-hazards regression analysis was used to determine the relationshipbetween HbA1c level and MACE after our accounting for confounding factors.Results: A total of 1367 patients (age 58.8 ± 10.3 years; 71.6% men) were included. During 43 months of follow-up,197 patients experienced at least one primary end point event. Multivariate Cox proportional-hazards regression analysisshowed in comparison of HbA1c levels that the hazard ratio for primary end points was 4.110, with a 95% confidence interval of 2.097–6.011 (P < 0.001).Conclusions: HbA1c level positively correlated with MACE, demonstrating it is a valuable indicator for independentlypredicting MACE in Asian patients with prediabetes and CAD.
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Affiliation(s)
- Yujie Zhou
- Capital Medical University, Beijing Anzhen Hospital, Beijing,
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Song J, Wei N, Zhao Y, Jiang Y, Wu X, Gao H. Elevated glycosylated hemoglobin levels and their interactive effects on hypertension risk in nondiabetic Chinese population: a cross-sectional survey. BMC Cardiovasc Disord 2020; 20:218. [PMID: 32398007 PMCID: PMC7216652 DOI: 10.1186/s12872-020-01501-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Accepted: 04/30/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Abnormal glucose metabolism has been suggested to be involved in the development of hypertension. This study investigated the effect of the association and potential interaction of glycosylated hemoglobin (HbA1c) and other factors on the risk of hypertension among Chinese nondiabetic adults. METHODS As a cross-sectional survey, the current work deployed a questionnaire survey, anthropometric tests, and biochemical measures for each of the eligible participants. The HbA1c levels were quantified and grouped by quartiles. Correlations between HbA1c and hypertension, isolated systolic hypertension (ISH), and isolated diastolic hypertension (IDH) risk were investigated by logistic analyses. For evaluating the interactive effects, the parameters of relative excess risk due to interaction (RERI), attributable proportion due to interaction (AP), and synergy index (SI) were calculated, respectively. RESULTS In the current study, 1462 nondiabetic subjects were enrolled. In total, the prevalence rates of hypertension, ISH and IDH were 22.4, 9.6 and 4.5%, respectively. When HbA1c levels were grouped by quartile, it was revealed that the prevalence rates of hypertension and ISH were substantially elevated across groups (Pfor trend < 0.001). In the multivariable logistic regression analyses, in comparison with the first quartile of HbA1c, the normalized OR for hypertension risk was 1.90 (95% CI: 1.28-2.80) for the highest quartile. Also, the risk of ISH was significantly increased with HbA1c level in the highest quartile relative to in the bottom quartile (OR: 2.23,95% CI:1.47-3.71). However, no significant relationship between the HbA1c level and IDH risk was observed (OR: 1.78, 95% CI: 0.82-3.84). Eventually, it was demonstrated from the interactive effect analysis that HbA1c significantly interacted with abdominal obesity (RERI: 1.48, 95% CI: 0.38-2.58; AP: 0.37, 95% CI: 0.14-0.60 and SI: 1.96, 95% CI: 1.06-3.62) and family history of hypertension (AP: 0.37, 95% CI: 0.05-0.70) in influencing the risk of hypertension in nondiabetic participants. CONCLUSION Higher HbA1c levels significantly enhanced the risk of hypertension and ISH, but not IDH among Chinese nondiabetic adults. Moreover, the risk of hypertension was also aggravated by the upregulated HbA1c in a synergistic manner alongside abdominal obesity and family history of hypertension.
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Affiliation(s)
- Jian Song
- School of public health, Bengbu medical college, Bengbu, 233000, Anhui Province, China
| | - Nana Wei
- Department of general medicine, The First Affiliated Hospital of Bengbu Medical College, Bengbu, 233004, Anhui Province, China
| | - Yingying Zhao
- Bengbu health board, 568 Nanhu road, Bengbu, 233000, Anhui Province, China
| | - Yuhong Jiang
- School of public health, Bengbu medical college, Bengbu, 233000, Anhui Province, China
| | - Xuesen Wu
- School of public health, Bengbu medical college, Bengbu, 233000, Anhui Province, China
| | - Huaiquan Gao
- School of public health, Bengbu medical college, Bengbu, 233000, Anhui Province, China.
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Richter B, Hemmingsen B, Metzendorf M, Takwoingi Y, Cochrane Metabolic and Endocrine Disorders Group. Development of type 2 diabetes mellitus in people with intermediate hyperglycaemia. Cochrane Database Syst Rev 2018; 10:CD012661. [PMID: 30371961 PMCID: PMC6516891 DOI: 10.1002/14651858.cd012661.pub2] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Intermediate hyperglycaemia (IH) is characterised by one or more measurements of elevated blood glucose concentrations, such as impaired fasting glucose (IFG), impaired glucose tolerance (IGT) and elevated glycosylated haemoglobin A1c (HbA1c). These levels are higher than normal but below the diagnostic threshold for type 2 diabetes mellitus (T2DM). The reduced threshold of 5.6 mmol/L (100 mg/dL) fasting plasma glucose (FPG) for defining IFG, introduced by the American Diabetes Association (ADA) in 2003, substantially increased the prevalence of IFG. Likewise, the lowering of the HbA1c threshold from 6.0% to 5.7% by the ADA in 2010 could potentially have significant medical, public health and socioeconomic impacts. OBJECTIVES To assess the overall prognosis of people with IH for developing T2DM, regression from IH to normoglycaemia and the difference in T2DM incidence in people with IH versus people with normoglycaemia. SEARCH METHODS We searched MEDLINE, Embase, ClincialTrials.gov and the International Clinical Trials Registry Platform (ICTRP) Search Portal up to December 2016 and updated the MEDLINE search in February 2018. We used several complementary search methods in addition to a Boolean search based on analytical text mining. SELECTION CRITERIA We included prospective cohort studies investigating the development of T2DM in people with IH. We used standard definitions of IH as described by the ADA or World Health Organization (WHO). We excluded intervention trials and studies on cohorts with additional comorbidities at baseline, studies with missing data on the transition from IH to T2DM, and studies where T2DM incidence was evaluated by documents or self-report only. DATA COLLECTION AND ANALYSIS One review author extracted study characteristics, and a second author checked the extracted data. We used a tailored version of the Quality In Prognosis Studies (QUIPS) tool for assessing risk of bias. We pooled incidence and incidence rate ratios (IRR) using a random-effects model to account for between-study heterogeneity. To meta-analyse incidence data, we used a method for pooling proportions. For hazard ratios (HR) and odds ratios (OR) of IH versus normoglycaemia, reported with 95% confidence intervals (CI), we obtained standard errors from these CIs and performed random-effects meta-analyses using the generic inverse-variance method. We used multivariable HRs and the model with the greatest number of covariates. We evaluated the certainty of the evidence with an adapted version of the GRADE framework. MAIN RESULTS We included 103 prospective cohort studies. The studies mainly defined IH by IFG5.6 (FPG mmol/L 5.6 to 6.9 mmol/L or 100 mg/dL to 125 mg/dL), IFG6.1 (FPG 6.1 mmol/L to 6.9 mmol/L or 110 mg/dL to 125 mg/dL), IGT (plasma glucose 7.8 mmol/L to 11.1 mmol/L or 140 mg/dL to 199 mg/dL two hours after a 75 g glucose load on the oral glucose tolerance test, combined IFG and IGT (IFG/IGT), and elevated HbA1c (HbA1c5.7: HbA1c 5.7% to 6.4% or 39 mmol/mol to 46 mmol/mol; HbA1c6.0: HbA1c 6.0% to 6.4% or 42 mmol/mol to 46 mmol/mol). The follow-up period ranged from 1 to 24 years. Ninety-three studies evaluated the overall prognosis of people with IH measured by cumulative T2DM incidence, and 52 studies evaluated glycaemic status as a prognostic factor for T2DM by comparing a cohort with IH to a cohort with normoglycaemia. Participants were of Australian, European or North American origin in 41 studies; Latin American in 7; Asian or Middle Eastern in 50; and Islanders or American Indians in 5. Six studies included children and/or adolescents.Cumulative incidence of T2DM associated with IFG5.6, IFG6.1, IGT and the combination of IFG/IGT increased with length of follow-up. Cumulative incidence was highest with IFG/IGT, followed by IGT, IFG6.1 and IFG5.6. Limited data showed a higher T2DM incidence associated with HbA1c6.0 compared to HbA1c5.7. We rated the evidence for overall prognosis as of moderate certainty because of imprecision (wide CIs in most studies). In the 47 studies reporting restitution of normoglycaemia, regression ranged from 33% to 59% within one to five years follow-up, and from 17% to 42% for 6 to 11 years of follow-up (moderate-certainty evidence).Studies evaluating the prognostic effect of IH versus normoglycaemia reported different effect measures (HRs, IRRs and ORs). Overall, the effect measures all indicated an elevated risk of T2DM at 1 to 24 years of follow-up. Taking into account the long-term follow-up of cohort studies, estimation of HRs for time-dependent events like T2DM incidence appeared most reliable. The pooled HR and the number of studies and participants for different IH definitions as compared to normoglycaemia were: IFG5.6: HR 4.32 (95% CI 2.61 to 7.12), 8 studies, 9017 participants; IFG6.1: HR 5.47 (95% CI 3.50 to 8.54), 9 studies, 2818 participants; IGT: HR 3.61 (95% CI 2.31 to 5.64), 5 studies, 4010 participants; IFG and IGT: HR 6.90 (95% CI 4.15 to 11.45), 5 studies, 1038 participants; HbA1c5.7: HR 5.55 (95% CI 2.77 to 11.12), 4 studies, 5223 participants; HbA1c6.0: HR 10.10 (95% CI 3.59 to 28.43), 6 studies, 4532 participants. In subgroup analyses, there was no clear pattern of differences between geographic regions. We downgraded the evidence for the prognostic effect of IH versus normoglycaemia to low-certainty evidence due to study limitations because many studies did not adequately adjust for confounders. Imprecision and inconsistency required further downgrading due to wide 95% CIs and wide 95% prediction intervals (sometimes ranging from negative to positive prognostic factor to outcome associations), respectively.This evidence is up to date as of 26 February 2018. AUTHORS' CONCLUSIONS Overall prognosis of people with IH worsened over time. T2DM cumulative incidence generally increased over the course of follow-up but varied with IH definition. Regression from IH to normoglycaemia decreased over time but was observed even after 11 years of follow-up. The risk of developing T2DM when comparing IH with normoglycaemia at baseline varied by IH definition. Taking into consideration the uncertainty of the available evidence, as well as the fluctuating stages of normoglycaemia, IH and T2DM, which may transition from one stage to another in both directions even after years of follow-up, practitioners should be careful about the potential implications of any active intervention for people 'diagnosed' with IH.
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Affiliation(s)
- Bernd Richter
- Institute of General Practice, Medical Faculty of the Heinrich‐Heine‐University DüsseldorfCochrane Metabolic and Endocrine Disorders GroupPO Box 101007DüsseldorfGermany40001
| | - Bianca Hemmingsen
- Institute of General Practice, Medical Faculty of the Heinrich‐Heine‐University DüsseldorfCochrane Metabolic and Endocrine Disorders GroupPO Box 101007DüsseldorfGermany40001
| | - Maria‐Inti Metzendorf
- Institute of General Practice, Medical Faculty of the Heinrich‐Heine‐University DüsseldorfCochrane Metabolic and Endocrine Disorders GroupPO Box 101007DüsseldorfGermany40001
| | - Yemisi Takwoingi
- University of BirminghamInstitute of Applied Health ResearchEdgbastonBirminghamUKB15 2TT
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Duan D, Xu J, Feng X, Astell-Burt T, Xu G, Lu N, Li H, Xu G, Han L. Does body mass index and adult height influence cancer incidence among Chinese living with incident type 2 diabetes? Cancer Epidemiol 2018. [DOI: 10.1016/j.canep.2018.02.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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