Skip to main content
Top
Published in: Cardiovascular Diabetology 1/2020

Open Access 01-12-2020 | Type 2 Diabetes | Original investigation

Visit-to-visit variability of glycated albumin was associated with incidence or progression of lower extremity atherosclerotic disease

Authors: Yun Shen, Dongjun Dai, Jingyi Lu, Yufei Wang, Wei Zhu, Yuqian Bao, Gang Hu, Jian Zhou

Published in: Cardiovascular Diabetology | Issue 1/2020

Login to get access

Abstract

Background

The aim of this study was to investigate the association of visit-to-visit variability of hemoglobin A1c (HbA1c) and glycated albumin (GA) with the risk of lower extremity atherosclerotic disease (LEAD).

Method

We performed a prospective cohort study of 436 patients with type 2 diabetes (258 men and 178 women) with at least 3 measurements of HbA1c and GA prior to baseline investigation from the Department of Endocrinology and Metabolism, Shanghai Sixth People’s Hospital. Different HbA1c and GA variability markers were calculated. Multivariable Cox proportional hazard regression models were used to demonstrate the association between visit-to-visit HbA1c and GA variability and the risk of incident or progressive LEAD.

Results

During a mean follow-up period of 3.77 years, 112 participants developed LEAD. Multivariate-adjusted hazard ratios (HRs) of LEAD across tertiles of GA-CV values were 1.00, 1.06 (95% confidence interval [CI] 0.65–1.75), and 1.71 (95% CI 1.07–2.73) (P for trend = 0.042), respectively. When we used GA-VIM and GA-ARV values as exposures, similar positive associations with the risk of LEAD primary were found. Multivariate-adjusted HRs of LEAD for each 1 unit increase in GA-CV, GA-VIM and GA-ARV were 1.03 (95% CI 1.01–1.06), 1.32 (95% CI 1.03–1.69), and 1.07 (95%CI 1.01–1.15), respectively. However, there was no significant association between visit-to-visit variability of HbA1c and the risk of LEAD.

Conclusions

Visit-to-visit variability of GA may be an optimal biomarker in relation to LEAD risk among patients with type 2 diabetes.
Appendix
Available only for authorised users
Literature
1.
go back to reference Firnhaber JM, Powell CS. Lower extremity peripheral artery disease: diagnosis and treatment. Am Fam Physician. 2019;99(6):362–9.PubMed Firnhaber JM, Powell CS. Lower extremity peripheral artery disease: diagnosis and treatment. Am Fam Physician. 2019;99(6):362–9.PubMed
2.
go back to reference Pourghaderi P, Yuquimpo KM, Roginski Guetter C, Mansfeld L, Park HS. Outcomes following lower extremity amputation in patients with diabetes mellitus and peripheral arterial disease. Ann Vasc Surg. 2020;63:259–68.CrossRef Pourghaderi P, Yuquimpo KM, Roginski Guetter C, Mansfeld L, Park HS. Outcomes following lower extremity amputation in patients with diabetes mellitus and peripheral arterial disease. Ann Vasc Surg. 2020;63:259–68.CrossRef
3.
go back to reference Diabetes Control and Complications Trial Research Group, Nathan DM, Genuth S, Lachin J, Cleary P, Crofford O, et al. The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med. 1993;329(14):977–86.CrossRef Diabetes Control and Complications Trial Research Group, Nathan DM, Genuth S, Lachin J, Cleary P, Crofford O, et al. The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med. 1993;329(14):977–86.CrossRef
4.
go back to reference UK Prospective Diabetes Study (UKPDS) Group. Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). UK Prospective Diabetes Study (UKPDS) Group. Lancet. 1998;352(9131):837–53.CrossRef UK Prospective Diabetes Study (UKPDS) Group. Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). UK Prospective Diabetes Study (UKPDS) Group. Lancet. 1998;352(9131):837–53.CrossRef
5.
go back to reference Beyond A1C Writing Group. Need for regulatory change to incorporate beyond A1C glycemic metrics. Diabetes Care. 2018;41(6):e92–4.CrossRef Beyond A1C Writing Group. Need for regulatory change to incorporate beyond A1C glycemic metrics. Diabetes Care. 2018;41(6):e92–4.CrossRef
6.
go back to reference Shen Y, Zhou J, Shi L, Nauman E, Katzmarzyk PT, Price-Haywood EG, et al. Association between visit-to-visit HbA1c variability and the risk of cardiovascular disease in patients with type 2 diabetes. Diabetes Obes Metab. 2020. Online ahead of print. Shen Y, Zhou J, Shi L, Nauman E, Katzmarzyk PT, Price-Haywood EG, et al. Association between visit-to-visit HbA1c variability and the risk of cardiovascular disease in patients with type 2 diabetes. Diabetes Obes Metab. 2020. Online ahead of print.
7.
go back to reference Koga M, Murai J, Morita S, Saito H, Kasayama S. Comparison of annual variability in HbA1c and glycated albumin in patients with type 1 vs. type 2 diabetes mellitus. J Diabetes Complications. 2013;27(3):211–3.CrossRef Koga M, Murai J, Morita S, Saito H, Kasayama S. Comparison of annual variability in HbA1c and glycated albumin in patients with type 1 vs. type 2 diabetes mellitus. J Diabetes Complications. 2013;27(3):211–3.CrossRef
8.
go back to reference Alberti KG, Zimmet PZ. Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabet Med. 1998;15(7):539–53.CrossRef Alberti KG, Zimmet PZ. Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabet Med. 1998;15(7):539–53.CrossRef
9.
go back to reference National Workshop on Fatty Liver and Alcoholic Liver Disease, Chinese Society of Hepatology, Chinese Medical Society, Fatty Liver Expert Committee, Chinese Medical Doctor Association. Guidelines of prevention and treatment for nonalcoholic fatty liver diseases: a 2018 update. J Clin Hepatol. 2018;34(5):947–57. National Workshop on Fatty Liver and Alcoholic Liver Disease, Chinese Society of Hepatology, Chinese Medical Society, Fatty Liver Expert Committee, Chinese Medical Doctor Association. Guidelines of prevention and treatment for nonalcoholic fatty liver diseases: a 2018 update. J Clin Hepatol. 2018;34(5):947–57.
10.
go back to reference He XX, Su JR, Ma XJ, Lu W, Zhu W, Wang YF, et al. The association between serum growth differentiation factor 15 levels and lower extremity atherosclerotic disease is independent of body mass index in type 2 diabetes. Cardiovasc Diabetol. 2020;19:40.CrossRef He XX, Su JR, Ma XJ, Lu W, Zhu W, Wang YF, et al. The association between serum growth differentiation factor 15 levels and lower extremity atherosclerotic disease is independent of body mass index in type 2 diabetes. Cardiovasc Diabetol. 2020;19:40.CrossRef
11.
go back to reference Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRef Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRef
12.
go back to reference Sheng CS, Tian J, Miao Y, Cheng Y, Yang Y, Reaven PD, et al. Prognostic significance of longterm HbA1c variability for all-cause mortality in the ACCORD Trial. Diabetes Care. 2020;43(6):1185–90.CrossRef Sheng CS, Tian J, Miao Y, Cheng Y, Yang Y, Reaven PD, et al. Prognostic significance of longterm HbA1c variability for all-cause mortality in the ACCORD Trial. Diabetes Care. 2020;43(6):1185–90.CrossRef
13.
go back to reference Touboul PJ, Hennerici MG, Meairs S, Adams H, Amarenco P, Desvarieux M, et al. Mannheim intima-media thickness consensus. Cerebrovasc Dis. 2004;18(4):346–9.CrossRef Touboul PJ, Hennerici MG, Meairs S, Adams H, Amarenco P, Desvarieux M, et al. Mannheim intima-media thickness consensus. Cerebrovasc Dis. 2004;18(4):346–9.CrossRef
14.
go back to reference Aboyans V, Ricco JB, Bartelink MEL, Björck M, Brodmann M, Cohnert T, et al. 2017 ESC guidelines on the diagnosis and treatment of peripheral arterial diseases, in collaboration with the European Society for Vascular Surgery (ESVS): document covering atherosclerotic disease of extracranial carotid and vertebral, mesenteric, renal, upper and lower extremity arteries Endorsed by: the European Stroke Organization (ESO) The Task Force for the Diagnosis and Treatment of Peripheral Arterial Diseases of the European Society of Cardiology (ESC) and of the European Society for Vascular Surgery (ESVS). Eur Heart J. 2018;39(9):763–816.CrossRef Aboyans V, Ricco JB, Bartelink MEL, Björck M, Brodmann M, Cohnert T, et al. 2017 ESC guidelines on the diagnosis and treatment of peripheral arterial diseases, in collaboration with the European Society for Vascular Surgery (ESVS): document covering atherosclerotic disease of extracranial carotid and vertebral, mesenteric, renal, upper and lower extremity arteries Endorsed by: the European Stroke Organization (ESO) The Task Force for the Diagnosis and Treatment of Peripheral Arterial Diseases of the European Society of Cardiology (ESC) and of the European Society for Vascular Surgery (ESVS). Eur Heart J. 2018;39(9):763–816.CrossRef
15.
go back to reference Cardoso CRL, Leite NC, Moram CBM, Salles GF, et al. Long-term visit-to-visit glycemic variability as predictor of micro- and macrovascular complications in patients with type 2 diabetes The Rio de Janeiro Type 2 Diabetes Cohort Study. Cardiovasc Diabetol. 2018;17(1):33.CrossRef Cardoso CRL, Leite NC, Moram CBM, Salles GF, et al. Long-term visit-to-visit glycemic variability as predictor of micro- and macrovascular complications in patients with type 2 diabetes The Rio de Janeiro Type 2 Diabetes Cohort Study. Cardiovasc Diabetol. 2018;17(1):33.CrossRef
16.
go back to reference Ma X, Hu X, Zhou J, Hao Y, Luo Y, Lu Z, et al. Glycated albumin is more closely correlated with coronary artery disease than 1,5-anhydroglucitol and glycated hemoglobin A1c. Cardiovasc Diabetol. 2015;14:16.CrossRef Ma X, Hu X, Zhou J, Hao Y, Luo Y, Lu Z, et al. Glycated albumin is more closely correlated with coronary artery disease than 1,5-anhydroglucitol and glycated hemoglobin A1c. Cardiovasc Diabetol. 2015;14:16.CrossRef
17.
go back to reference Mihara A, Ohara T, Hata J, Honda T, Chen S, Sakata S, et al. Association between serum glycated albumin and risk of cardiovascular disease in a Japanese community: The Hisayama Study. Atherosclerosis. 2020;311:52–9.CrossRef Mihara A, Ohara T, Hata J, Honda T, Chen S, Sakata S, et al. Association between serum glycated albumin and risk of cardiovascular disease in a Japanese community: The Hisayama Study. Atherosclerosis. 2020;311:52–9.CrossRef
18.
go back to reference Zhao X, Li Q, Tu C, Zeng Y, Ye Y. High glycated albumin is an independent predictor of low response to clopidogrel in ACS patients: a cross-sectional study. Cardiovasc Diabetol. 2020;19(1):171.CrossRef Zhao X, Li Q, Tu C, Zeng Y, Ye Y. High glycated albumin is an independent predictor of low response to clopidogrel in ACS patients: a cross-sectional study. Cardiovasc Diabetol. 2020;19(1):171.CrossRef
19.
go back to reference Jun JE, Lee SE, Lee YB, Ahn JY, Kim G, Jin SM, et al. Glycated albumin and its variability as an indicator of cardiovascular autonomic neuropathy development in type 2 diabetic patients. Cardiovasc Diabetol. 2017;16(1):127.CrossRef Jun JE, Lee SE, Lee YB, Ahn JY, Kim G, Jin SM, et al. Glycated albumin and its variability as an indicator of cardiovascular autonomic neuropathy development in type 2 diabetic patients. Cardiovasc Diabetol. 2017;16(1):127.CrossRef
20.
go back to reference Park SB, Kim SS, Kim IJ, Nam YJ, Ahn KH, Kim JH, et al. Variability in glycated albumin levels predicts the progression of diabetic nephropathy. J Diabetes Complications. 2017;31(6):1041–6.CrossRef Park SB, Kim SS, Kim IJ, Nam YJ, Ahn KH, Kim JH, et al. Variability in glycated albumin levels predicts the progression of diabetic nephropathy. J Diabetes Complications. 2017;31(6):1041–6.CrossRef
21.
go back to reference Chen CW, Drechsler C, Suntharalingam P, Karumanchi SA, Wanner C, Berg AH. High glycated albumin and mortality in persons with diabetes mellitus on hemodialysis. Clin Chem. 2017;63(2):477–85.CrossRef Chen CW, Drechsler C, Suntharalingam P, Karumanchi SA, Wanner C, Berg AH. High glycated albumin and mortality in persons with diabetes mellitus on hemodialysis. Clin Chem. 2017;63(2):477–85.CrossRef
22.
go back to reference Hashimoto K, Osugi T, Noguchi S, Morimoto Y, Wasada K, Imai S, et al. A1C but not serum glycated albumin is elevated because of iron deficiency in late pregnancy in diabetic women. Diabetes Care. 2010;33(3):509–11.CrossRef Hashimoto K, Osugi T, Noguchi S, Morimoto Y, Wasada K, Imai S, et al. A1C but not serum glycated albumin is elevated because of iron deficiency in late pregnancy in diabetic women. Diabetes Care. 2010;33(3):509–11.CrossRef
23.
go back to reference Gorst C, Kwok CS, Aslam S, Buchan I, Kontopantelis E, Myint PK, et al. Long-term glycemic variability and risk of adverse outcomes: a systematic review and meta-analysis. Diabetes Care. 2015;38(12):2354–69.CrossRef Gorst C, Kwok CS, Aslam S, Buchan I, Kontopantelis E, Myint PK, et al. Long-term glycemic variability and risk of adverse outcomes: a systematic review and meta-analysis. Diabetes Care. 2015;38(12):2354–69.CrossRef
24.
go back to reference Forbes A, Murrells T, Mulnier H, Sinclair AJ. Mean HbA, HbA variability, and mortality in people with diabetes aged 70 years and older a retrospective cohort study. Lancet Diabetes Endocrinol. 2018;6(6):476–86.CrossRef Forbes A, Murrells T, Mulnier H, Sinclair AJ. Mean HbA, HbA variability, and mortality in people with diabetes aged 70 years and older a retrospective cohort study. Lancet Diabetes Endocrinol. 2018;6(6):476–86.CrossRef
25.
go back to reference Chang CM, Hsieh CJ, Huang JC, Huang IC. Acute and chronic fluctuations in blood glucose levels can increase oxidative stress in type 2 diabetes mellitus. Acta Diabetol. 2012;49(Suppl 1):S171–7.CrossRef Chang CM, Hsieh CJ, Huang JC, Huang IC. Acute and chronic fluctuations in blood glucose levels can increase oxidative stress in type 2 diabetes mellitus. Acta Diabetol. 2012;49(Suppl 1):S171–7.CrossRef
26.
go back to reference Wei F, Sun X, Zhao Y, Zhang H, Diao Y, Liu Z. Excessive visit-to-visit glycemic variability independently deteriorates the progression of endothelial and renal dysfunction in patients with type 2 diabetes mellitus. BMC Nephrol. 2016;17(1):67.CrossRef Wei F, Sun X, Zhao Y, Zhang H, Diao Y, Liu Z. Excessive visit-to-visit glycemic variability independently deteriorates the progression of endothelial and renal dysfunction in patients with type 2 diabetes mellitus. BMC Nephrol. 2016;17(1):67.CrossRef
27.
go back to reference Schisano B, Tripathi G, McGee K, McTernan PG, Ceriello A. Glucose oscillations, more than constant high glucose, induce p53 activation and a metabolic memory in human endothelial cells. Diabetologia. 2011;54:1219–26.CrossRef Schisano B, Tripathi G, McGee K, McTernan PG, Ceriello A. Glucose oscillations, more than constant high glucose, induce p53 activation and a metabolic memory in human endothelial cells. Diabetologia. 2011;54:1219–26.CrossRef
28.
go back to reference Maciejewski ML, Dowd B, Call KT, Feldman R. Comparing mortality and time until death for medicare HMO and FFS beneficiaries. Health Serv Res. 2001;35:1245–65.PubMedPubMedCentral Maciejewski ML, Dowd B, Call KT, Feldman R. Comparing mortality and time until death for medicare HMO and FFS beneficiaries. Health Serv Res. 2001;35:1245–65.PubMedPubMedCentral
29.
go back to reference Xu Y, Ma X, Shen Y, Wang Y, Zhou J, Bao Y. Increasing waist circumference is associated with decreased levels of glycated albumin. Clin Chim Acta. 2019;495:118–22.CrossRef Xu Y, Ma X, Shen Y, Wang Y, Zhou J, Bao Y. Increasing waist circumference is associated with decreased levels of glycated albumin. Clin Chim Acta. 2019;495:118–22.CrossRef
30.
go back to reference Wang F, Ma X, Hao Y, Yang R, Ni J, Xiao Y, et al. Serum glycated albumin is inversely influenced by fat mass and visceral adipose tissue in Chinese with normal glucose tolerance. PLoS ONE. 2012;711(11):e51098.CrossRef Wang F, Ma X, Hao Y, Yang R, Ni J, Xiao Y, et al. Serum glycated albumin is inversely influenced by fat mass and visceral adipose tissue in Chinese with normal glucose tolerance. PLoS ONE. 2012;711(11):e51098.CrossRef
31.
go back to reference Rooke TW, Hirsch AT, Misra S, Sidawy AN, Beckman JA, Findeiss LK, et al. 2011 ACCF/AHA Focused Update of the Guideline for the Management of patients with peripheral artery disease (Updating the 2005 Guideline): a report of the American College of Cardiology Foundation/American Heart Association Task Force on practice guidelines. J Am Coll Cardiol. 2011;58(19):2020–45.CrossRef Rooke TW, Hirsch AT, Misra S, Sidawy AN, Beckman JA, Findeiss LK, et al. 2011 ACCF/AHA Focused Update of the Guideline for the Management of patients with peripheral artery disease (Updating the 2005 Guideline): a report of the American College of Cardiology Foundation/American Heart Association Task Force on practice guidelines. J Am Coll Cardiol. 2011;58(19):2020–45.CrossRef
Metadata
Title
Visit-to-visit variability of glycated albumin was associated with incidence or progression of lower extremity atherosclerotic disease
Authors
Yun Shen
Dongjun Dai
Jingyi Lu
Yufei Wang
Wei Zhu
Yuqian Bao
Gang Hu
Jian Zhou
Publication date
01-12-2020
Publisher
BioMed Central
Keyword
Type 2 Diabetes
Published in
Cardiovascular Diabetology / Issue 1/2020
Electronic ISSN: 1475-2840
DOI
https://doi.org/10.1186/s12933-020-01187-1

Other articles of this Issue 1/2020

Cardiovascular Diabetology 1/2020 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine