Glycemic variability and cardiovascular disease in patients with type 2 diabetes

Marcela Martinez, Jimena Santamarina, Adrian Pavesi, Carla Musso, Guillermo E Umpierrez, Marcela Martinez, Jimena Santamarina, Adrian Pavesi, Carla Musso, Guillermo E Umpierrez

Abstract

Glycated hemoglobin is currently the gold standard for assessment of long-term glycemic control and response to medical treatment in patients with diabetes. Glycated hemoglobin, however, does not address fluctuations in blood glucose. Glycemic variability (GV) refers to fluctuations in blood glucose levels. Recent clinical data indicate that GV is associated with increased risk of hypoglycemia, microvascular and macrovascular complications, and mortality in patients with diabetes, independently of glycated hemoglobin level. The use of continuous glucose monitoring devices has markedly improved the assessment of GV in clinical practice and facilitated the assessment of GV as well as hypoglycemia and hyperglycemia events in patients with diabetes. We review current concepts on the definition and assessment of GV and its association with cardiovascular complications in patients with type 2 diabetes.

Keywords: cardiovascular system; diabetes mellitus; diagnostic techniques and procedures; type 2.

Conflict of interest statement

Competing interests: None declared.

© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

References

    1. International Diabetes Federation . IDF diabetes atlas teB, Belgium, 2019. Available:
    1. Chudleigh RA, Bain S. Cardiovascular safety of liraglutide for the treatment of type 2 diabetes. Expert Opin Drug Saf 2017;16:627–35. 10.1080/14740338.2017.1313225
    1. Chan JCN, Lim L-L, Wareham NJ, et al. . The Lancet Commission on diabetes: using data to transform diabetes care and patient lives. Lancet 2021;396:2019–82. 10.1016/S0140-6736(20)32374-6
    1. Huang D, Refaat M, Mohammedi K, et al. . Macrovascular complications in patients with diabetes and prediabetes. Biomed Res Int 2017;2017:1–9. 10.1155/2017/7839101
    1. Morrish NJ, Wang SL, Stevens LK, et al. . Mortality and causes of death in the who multinational study of vascular disease in diabetes. Diabetologia 2001;44 Suppl 2:S14–21. 10.1007/PL00002934
    1. Nathan DM, Cleary PA, Backlund J-YC, et al. . Intensive diabetes treatment and cardiovascular disease in patients with type 1 diabetes. N Engl J Med 2005;353:2643–53. 10.1056/NEJMoa052187
    1. ADVANCE Collaborative Group, Patel A, MacMahon S, et al. . Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med 2008;358:2560–72. 10.1056/NEJMoa0802987
    1. Duckworth W, Abraira C, Moritz T, et al. . Glucose control and vascular complications in veterans with type 2 diabetes. N Engl J Med 2009;360:129–39. 10.1056/NEJMoa0808431
    1. ACCORD Study Group, Gerstein HC, Miller ME, et al. . Long-term effects of intensive glucose lowering on cardiovascular outcomes. N Engl J Med 2011;364:818–28. 10.1056/NEJMoa1006524
    1. American Diabetes Association . 10. cardiovascular disease and risk management: standards of medical care in diabetes-2020. Diabetes Care 2020;43:S111–34. 10.2337/dc20-S010
    1. American Diabetes Association . 9. pharmacologic approaches to glycemic treatment: standards of medical care in diabetes-2020. Diabetes Care 2020;43:S98–110. 10.2337/dc20-S009
    1. Garber AJ, Handelsman Y, Grunberger G, et al. . Consensus statement by the American association of clinical endocrinologists and American college of endocrinology on the comprehensive type 2 diabetes management algorithm - 2020 executive summary. Endocr Pract 2020;26:107–39. 10.4158/CS-2019-0472
    1. Umpierrez GE, P Kovatchev B. Glycemic variability: how to measure and its clinical implication for type 2 diabetes. Am J Med Sci 2018;356:518–27. 10.1016/j.amjms.2018.09.010
    1. Qu Y, Jacober SJ, Zhang Q, et al. . Rate of hypoglycemia in insulin-treated patients with type 2 diabetes can be predicted from glycemic variability data. Diabetes Technol Ther 2012;14:1008–12. 10.1089/dia.2012.0099
    1. Siegelaar SE, Holleman F, Hoekstra JBL, et al. . Glucose variability; does it matter? Endocr Rev 2010;31:171–82. 10.1210/er.2009-0021
    1. Jin S-M, Kim T-H, Bae JC, et al. . Clinical factors associated with absolute and relative measures of glycemic variability determined by continuous glucose monitoring: an analysis of 480 subjects. Diabetes Res Clin Pract 2014;104:266–72. 10.1016/j.diabres.2014.02.003
    1. Penckofer S, Quinn L, Byrn M, et al. . Does glycemic variability impact mood and quality of life? Diabetes Technol Ther 2012;14:303–10. 10.1089/dia.2011.0191
    1. Di Flaviani A, Picconi F, Di Stefano P, et al. . Impact of glycemic and blood pressure variability on surrogate measures of cardiovascular outcomes in type 2 diabetic patients. Diabetes Care 2011;34:1605–9. 10.2337/dc11-0034
    1. Ceriello A, Monnier L, Owens D. Glycaemic variability in diabetes: clinical and therapeutic implications. Lancet Diabetes Endocrinol 2019;7:221–30. 10.1016/S2213-8587(18)30136-0
    1. Gorst C, Kwok CS, Aslam S, et al. . Long-term glycemic variability and risk of adverse outcomes: a systematic review and meta-analysis. Diabetes Care 2015;38:2354–69. 10.2337/dc15-1188
    1. Hirakawa Y, Arima H, Zoungas S, et al. . Impact of visit-to-visit glycemic variability on the risks of macrovascular and microvascular events and all-cause mortality in type 2 diabetes: the advance trial. Diabetes Care 2014;37:2359–65. 10.2337/dc14-0199
    1. Kaze AD, Santhanam P, Erqou S, et al. . Long-term variability of glycemic markers and risk of all-cause mortality in type 2 diabetes: the look ahead study. BMJ Open Diabetes Res Care 2020;8:e001753. 10.1136/bmjdrc-2020-001753
    1. Scott ES, Januszewski AS, O'Connell R, et al. . Long-term glycemic variability and vascular complications in type 2 diabetes: post hoc analysis of the field study. J Clin Endocrinol Metab 2020;10510.1210/clinem/dgaa361. [Epub ahead of print: 01 Oct 2020].
    1. Quagliaro L, Piconi L, Assaloni R, et al. . Intermittent high glucose enhances ICAM-1, VCAM-1 and E-selectin expression in human umbilical vein endothelial cells in culture: the distinct role of protein kinase C and mitochondrial superoxide production. Atherosclerosis 2005;183:259–67. 10.1016/j.atherosclerosis.2005.03.015
    1. Echouffo-Tcheugui JB, Zhao S, Brock G, et al. . Visit-to-visit glycemic variability and risks of cardiovascular events and all-cause mortality: the ALLHAT study. Diabetes Care 2019;42:486–93. 10.2337/dc18-1430
    1. Kovatchev BP. Metrics for glycaemic control - from HbA1c to continuous glucose monitoring. Nat Rev Endocrinol 2017;13:425–36. 10.1038/nrendo.2017.3
    1. Service FJ. Glucose variability. Diabetes 2013;62:1398–404. 10.2337/db12-1396
    1. Clarke SF, Foster JR. A history of blood glucose meters and their role in self-monitoring of diabetes mellitus. Br J Biomed Sci 2012;69:83–93. 10.1080/09674845.2012.12002443
    1. Cappon G, Vettoretti M, Sparacino G, et al. . Continuous glucose monitoring sensors for diabetes management: a review of technologies and applications. Diabetes Metab J 2019;43:383–97. 10.4093/dmj.2019.0121
    1. Agiostratidou G, Anhalt H, Ball D, et al. . Standardizing clinically meaningful outcome measures beyond HbA1c for type 1 diabetes: a consensus report of the american Association of clinical endocrinologists, the American association of diabetes educators, the American diabetes association, the endocrine society, JDRF International, the Leona M. and Harry B. Helmsley charitable trust, the pediatric endocrine society, and the T1D exchange. Diabetes Care 2017;40:1622–30. 10.2337/dc17-1624
    1. Nalysnyk L, Hernandez-Medina M, Krishnarajah G. Glycaemic variability and complications in patients with diabetes mellitus: evidence from a systematic review of the literature. Diabetes Obes Metab 2010;12:288–98. 10.1111/j.1463-1326.2009.01160.x
    1. Lu J, Ma X, Zhou J, et al. . Association of time in range, as assessed by continuous glucose monitoring, with diabetic retinopathy in type 2 diabetes. Diabetes Care 2018;41:2370–6. 10.2337/dc18-1131
    1. Hermann JM, Hammes H-P, Rami-Merhar B, et al. . Hba1C variability as an independent risk factor for diabetic retinopathy in type 1 diabetes: a German/Austrian multicenter analysis on 35,891 patients. PLoS One 2014;9:e91137. 10.1371/journal.pone.0091137
    1. Nusca A, Tuccinardi D, Albano M, et al. . Glycemic variability in the development of cardiovascular complications in diabetes. Diabetes Metab Res Rev 2018;34:e3047. 10.1002/dmrr.3047
    1. Picconi F, Di Flaviani A, Malandrucco I, et al. . Impact of glycemic variability on cardiovascular outcomes beyond glycated hemoglobin. Evidence and clinical perspectives. Nutr Metab Cardiovasc Dis 2012;22:691–6. 10.1016/j.numecd.2012.03.006
    1. Battelino T, Danne T, Bergenstal RM, et al. . Clinical targets for continuous glucose monitoring data interpretation: recommendations from the International consensus on time in range. Diabetes Care 2019;42:1593–603. 10.2337/dci19-0028
    1. Danne T, Nimri R, Battelino T, et al. . International consensus on use of continuous glucose monitoring. Diabetes Care 2017;40:1631–40. 10.2337/dc17-1600
    1. Paneni F, Beckman JA, Creager MA, et al. . Diabetes and vascular disease: pathophysiology, clinical consequences, and medical therapy: Part I. Eur Heart J 2013;34:2436–43. 10.1093/eurheartj/eht149
    1. Cosentino-Gomes D, Rocco-Machado N, Meyer-Fernandes JR. Cell signaling through protein kinase C oxidation and activation. Int J Mol Sci 2012;13:10697–721. 10.3390/ijms130910697
    1. Giacco F, Brownlee M. Oxidative stress and diabetic complications. Circ Res 2010;107:1058–70. 10.1161/CIRCRESAHA.110.223545
    1. Ying C, Liu T, Ling H, et al. . Glucose variability aggravates cardiac fibrosis by altering Akt signalling path. Diab Vasc Dis Res 2017;14:327–35. 10.1177/1479164117698917
    1. Gerbaud E, Darier R, Montaudon M, et al. . Glycemic variability is a powerful independent predictive factor of midterm major adverse cardiac events in patients with diabetes with acute coronary syndrome. Diabetes Care 2019;42:674–81. 10.2337/dc18-2047
    1. Kilpatrick ES, Rigby AS, Atkin SL. A1C variability and the risk of microvascular complications in type 1 diabetes: data from the diabetes control and complications trial. Diabetes Care 2008;31:2198–202. 10.2337/dc08-0864
    1. Akaza M, Akaza I, Kanouchi T, et al. . Nerve conduction study of the association between glycemic variability and diabetes neuropathy. Diabetol Metab Syndr 2018;10:69. 10.1186/s13098-018-0371-0
    1. Kovatchev B, Umpierrez G, DiGenio A, et al. . Sensitivity of traditional and Risk-Based glycemic variability measures to the effect of glucose-lowering treatment in type 2 diabetes mellitus. J Diabetes Sci Technol 2015;9:1227–35. 10.1177/1932296815587014
    1. Ceriello A, Ihnat MA. 'Glycaemic variability': a new therapeutic challenge in diabetes and the critical care setting. Diabet Med 2010;27:862–7. 10.1111/j.1464-5491.2010.02967.x
    1. Monnier L, Colette C, Wojtusciszyn A, et al. . Toward defining the threshold between low and high glucose variability in diabetes. Diabetes Care 2017;40:832–8. 10.2337/dc16-1769
    1. Schejter YD, Turvall E, Ackerman Z. Characteristics of patients with sulphonurea-induced hypoglycemia. J Am Med Dir Assoc 2012;13:234–8. 10.1016/j.jamda.2010.07.014
    1. Zinman B, Marso SP, Poulter NR, et al. . Day-to-day fasting glycaemic variability in DEVOTE: associations with severe hypoglycaemia and cardiovascular outcomes (DEVOTE 2). Diabetologia 2018;61:48–57. 10.1007/s00125-017-4423-z
    1. Takahashi H, Iwahashi N, Kirigaya J, et al. . Glycemic variability determined with a continuous glucose monitoring system can predict prognosis after acute coronary syndrome. Cardiovasc Diabetol 2018;17:116. 10.1186/s12933-018-0761-5
    1. Zhou JJ, Schwenke DC, Bahn G, et al. . Glycemic variation and cardiovascular risk in the Veterans Affairs diabetes trial. Diabetes Care 2018;41:2187–94. 10.2337/dc18-0548
    1. Siegelaar SE, Kerr L, Jacober SJ, et al. . A decrease in glucose variability does not reduce cardiovascular event rates in type 2 diabetic patients after acute myocardial infarction: a reanalysis of the HEART2D study. Diabetes Care 2011;34:855–7. 10.2337/dc10-1684
    1. Mellbin LG, Malmberg K, Rydén L, et al. . The relationship between glycaemic variability and cardiovascular complications in patients with acute myocardial infarction and type 2 diabetes: a report from the DIGAMI 2 trial. Eur Heart J 2013;34:374–9. 10.1093/eurheartj/ehs384
    1. FLAT-SUGAR Trial Investigators . Glucose variability in a 26-week randomized comparison of mealtime treatment with rapid-acting insulin versus GLP-1 agonist in participants with type 2 diabetes at high cardiovascular risk. Diabetes Care 2016;39:973–81. 10.2337/dc15-2782
    1. Rodbard D. Continuous glucose monitoring: a review of recent studies demonstrating improved glycemic outcomes. Diabetes Technol Ther 2017;19:S-25–S-37. 10.1089/dia.2017.0035

Source: PubMed

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