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Volumn 61, Issue 1, 2018, Pages 48-57

Day-to-day fasting glycaemic variability in DEVOTE: associations with severe hypoglycaemia and cardiovascular outcomes (DEVOTE 2)

Author keywords

Hypoglycaemia; Insulin therapy; Macrovascular disease

Indexed keywords

GLUCOSE; HEMOGLOBIN A1C; INSULIN DEGLUDEC; INSULIN GLARGINE; ANTIDIABETIC AGENT; INSULIN;

EID: 85029546960     PISSN: 0012186X     EISSN: 14320428     Source Type: Journal    
DOI: 10.1007/s00125-017-4423-z     Document Type: Article
Times cited : (139)

References (42)
  • 1
    • 80054089507 scopus 로고    scopus 로고
    • Overall mortality in diabetes mellitus: where do we stand today?
    • PID: 21668339
    • Dailey G (2011) Overall mortality in diabetes mellitus: where do we stand today? Diabetes Technol Ther 13(Suppl. 1):S65–S74
    • (2011) Diabetes Technol Ther , vol.13 , pp. S65-S74
    • Dailey, G.1
  • 2
    • 80052723424 scopus 로고    scopus 로고
    • Hypoglycemia: an overview of fear of hypoglycemia, quality-of-life, and impact on costs
    • PID: 21854191
    • Fidler C, Elmelund Christensen T, Gillard S (2011) Hypoglycemia: an overview of fear of hypoglycemia, quality-of-life, and impact on costs. J Med Econ 14:646–655
    • (2011) J Med Econ , vol.14 , pp. 646-655
    • Fidler, C.1    Elmelund Christensen, T.2    Gillard, S.3
  • 3
    • 39649085371 scopus 로고    scopus 로고
    • How hypoglycaemia can affect the life of a person with diabetes
    • PID: 18088077
    • Frier BM (2008) How hypoglycaemia can affect the life of a person with diabetes. Diabetes Metab Res Rev 24:87–92
    • (2008) Diabetes Metab Res Rev , vol.24 , pp. 87-92
    • Frier, B.M.1
  • 4
    • 84975865155 scopus 로고    scopus 로고
    • Self-treated hypoglycemia in type 2 diabetes mellitus: results from the second wave of an international cross-sectional survey
    • COI: 1:CAS:528:DC%2BC28XkvVGnsro%3D, PID: 27000799
    • Brod M, Galstyan G, Unnikrishnan AG et al (2016) Self-treated hypoglycemia in type 2 diabetes mellitus: results from the second wave of an international cross-sectional survey. Diabetes Ther 7:279–293
    • (2016) Diabetes Ther , vol.7 , pp. 279-293
    • Brod, M.1    Galstyan, G.2    Unnikrishnan, A.G.3
  • 5
    • 84859842346 scopus 로고    scopus 로고
    • Insulin adherence behaviours and barriers in the multinational Global Attitudes of Patients and Physicians in Insulin Therapy study
    • COI: 1:STN:280:DC%2BC38vit1yltA%3D%3D, PID: 22313123
    • Peyrot M, Barnett AH, Meneghini LF, Schumm-Draeger PM (2012) Insulin adherence behaviours and barriers in the multinational Global Attitudes of Patients and Physicians in Insulin Therapy study. Diabet Med 29:682–689
    • (2012) Diabet Med , vol.29 , pp. 682-689
    • Peyrot, M.1    Barnett, A.H.2    Meneghini, L.F.3    Schumm-Draeger, P.M.4
  • 6
    • 79956095353 scopus 로고    scopus 로고
    • Evidence linking hypoglycemic events to an increased risk of acute cardiovascular events in patients with type 2 diabetes
    • PID: 21421802
    • Johnston SS, Conner C, Aagren M, Smith DM, Bouchard J, Brett J (2011) Evidence linking hypoglycemic events to an increased risk of acute cardiovascular events in patients with type 2 diabetes. Diabetes Care 34:1164–1170
    • (2011) Diabetes Care , vol.34 , pp. 1164-1170
    • Johnston, S.S.1    Conner, C.2    Aagren, M.3    Smith, D.M.4    Bouchard, J.5    Brett, J.6
  • 7
    • 59849090453 scopus 로고    scopus 로고
    • Intensive glycemic control and the prevention of cardiovascular events: implications of the ACCORD, ADVANCE, and VA Diabetes Trials: a position statement of the American Diabetes Association and a Scientific Statement of the American College of Cardiology Foundation and the American Heart Association
    • PID: 19095622
    • Skyler JS, Bergenstal R, Bonow RO et al (2009) Intensive glycemic control and the prevention of cardiovascular events: implications of the ACCORD, ADVANCE, and VA Diabetes Trials: a position statement of the American Diabetes Association and a Scientific Statement of the American College of Cardiology Foundation and the American Heart Association. Circulation 119:351–357
    • (2009) Circulation , vol.119 , pp. 351-357
    • Skyler, J.S.1    Bergenstal, R.2    Bonow, R.O.3
  • 8
    • 84977110530 scopus 로고    scopus 로고
    • Severe hypoglycemia and cardiovascular or all-cause mortality in patients with type 2 diabetes
    • PID: 27098504
    • Cha SA, Yun JS, Lim TS et al (2016) Severe hypoglycemia and cardiovascular or all-cause mortality in patients with type 2 diabetes. Diabetes Metab J 40:202–210
    • (2016) Diabetes Metab J , vol.40 , pp. 202-210
    • Cha, S.A.1    Yun, J.S.2    Lim, T.S.3
  • 9
    • 77957742069 scopus 로고    scopus 로고
    • ADVANCE Collaborative Group (2010) Severe hypoglycemia and risks of vascular events and death
    • Zoungas S, Patel A, Chalmers J, et al. ADVANCE Collaborative Group (2010) Severe hypoglycemia and risks of vascular events and death. N Engl J Med 363:1410–1418
    • N Engl J Med , vol.363 , pp. 1410-1418
    • Zoungas, S.1    Patel, A.2    Chalmers, J.3
  • 10
    • 84921931382 scopus 로고    scopus 로고
    • Hypoglycemia and risk of cardiovascular disease and all-cause mortality in insulin-treated people with type 1 and type 2 diabetes: a cohort study
    • PID: 25492401
    • Khunti K, Davies M, Majeed A, Thorsted BL, Wolden ML, Paul SK (2015) Hypoglycemia and risk of cardiovascular disease and all-cause mortality in insulin-treated people with type 1 and type 2 diabetes: a cohort study. Diabetes Care 38:316–322
    • (2015) Diabetes Care , vol.38 , pp. 316-322
    • Khunti, K.1    Davies, M.2    Majeed, A.3    Thorsted, B.L.4    Wolden, M.L.5    Paul, S.K.6
  • 11
    • 84905001392 scopus 로고    scopus 로고
    • 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
    • COI: 1:CAS:528:DC%2BC2cXhsFert77L, PID: 24812434
    • Hirakawa Y, Arima H, Zoungas S et al (2014) 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 37:2359–2365
    • (2014) Diabetes Care , vol.37 , pp. 2359-2365
    • Hirakawa, Y.1    Arima, H.2    Zoungas, S.3
  • 12
    • 85037343100 scopus 로고    scopus 로고
    • Day-to-day variability of fasting self-measured plasma glucose (SMPG) correlates with risk of hypoglycemia in adults with type 1 (T1D) and type 2 diabetes (T2D)
    • Bailey TS, Bhargava A, Hans de Vries J et al (2017) Day-to-day variability of fasting self-measured plasma glucose (SMPG) correlates with risk of hypoglycemia in adults with type 1 (T1D) and type 2 diabetes (T2D). Diabetes 66(Suppl. 1):A104
    • (2017) Diabetes , vol.66 , pp. A104
    • Bailey, T.S.1    Bhargava, A.2    Hans de Vries, J.3
  • 13
    • 74949138626 scopus 로고    scopus 로고
    • The effects of baseline characteristics, glycaemia treatment approach, and glycated haemoglobin concentration on the risk of severe hypoglycaemia: post hoc epidemiological analysis of the ACCORD study
    • PID: 20061360
    • Miller ME, Bonds DE, Gerstein HC et al (2010) The effects of baseline characteristics, glycaemia treatment approach, and glycated haemoglobin concentration on the risk of severe hypoglycaemia: post hoc epidemiological analysis of the ACCORD study. BMJ 340:b5444
    • (2010) BMJ , vol.340 , pp. b5444
    • Miller, M.E.1    Bonds, D.E.2    Gerstein, H.C.3
  • 14
    • 0034641568 scopus 로고    scopus 로고
    • Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study
    • COI: 1:STN:280:DC%2BD3cvisFWnsg%3D%3D, PID: 10938048
    • Stratton IM, Adler AI, Neil HA et al (2000) Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ 321:405–412
    • (2000) BMJ , vol.321 , pp. 405-412
    • Stratton, I.M.1    Adler, A.I.2    Neil, H.A.3
  • 15
    • 85018524410 scopus 로고    scopus 로고
    • Relationship of glycated haemoglobin and reported hypoglycaemia to cardiovascular outcomes in patients with type 2 diabetes and recent acute coronary syndrome events: the EXAMINE trial
    • COI: 1:CAS:528:DC%2BC2sXmt1altLo%3D, PID: 28058763
    • Heller SR, Bergenstal RM, White WB et al (2017) Relationship of glycated haemoglobin and reported hypoglycaemia to cardiovascular outcomes in patients with type 2 diabetes and recent acute coronary syndrome events: the EXAMINE trial. Diabetes Obes Metab 19:664–671
    • (2017) Diabetes Obes Metab , vol.19 , pp. 664-671
    • Heller, S.R.1    Bergenstal, R.M.2    White, W.B.3
  • 16
    • 84891780161 scopus 로고    scopus 로고
    • Glycemic variability: both sides of the story
    • PID: 23882058
    • Ceriello A, Kilpatrick ES (2013) Glycemic variability: both sides of the story. Diabetes Care 36(Suppl. 2):S272–S275
    • (2013) Diabetes Care , vol.36 , pp. S272-S275
    • Ceriello, A.1    Kilpatrick, E.S.2
  • 17
  • 18
    • 84862823213 scopus 로고    scopus 로고
    • Variation of fasting plasma glucose: a predictor of mortality in patients with type 2 diabetes
    • Lin CC, Li CI, Yang SY et al (2012) Variation of fasting plasma glucose: a predictor of mortality in patients with type 2 diabetes. Am J Med 125:416.e9–e18
    • (2012) Am J Med , vol.125 , Issue.416 , pp. e9-e18
    • Lin, C.C.1    Li, C.I.2    Yang, S.Y.3
  • 19
    • 84921650596 scopus 로고    scopus 로고
    • Assessment of the association between glycemic variability and diabetes-related complications in type 1 and type 2 diabetes
    • COI: 1:CAS:528:DC%2BC2cXhtFCitbvM, PID: 25023992
    • Smith-Palmer J, Brändle M, Trevisan R, Orsini Federici M, Liabat S, Valentine W (2014) Assessment of the association between glycemic variability and diabetes-related complications in type 1 and type 2 diabetes. Diabetes Res Clin Pract 105:273–284
    • (2014) Diabetes Res Clin Pract , vol.105 , pp. 273-284
    • Smith-Palmer, J.1    Brändle, M.2    Trevisan, R.3    Orsini Federici, M.4    Liabat, S.5    Valentine, W.6
  • 20
    • 84920991726 scopus 로고    scopus 로고
    • A review of the pharmacological properties of insulin degludec and their clinical relevance
    • COI: 1:CAS:528:DC%2BC2cXhsV2ltb3I, PID: 25179915
    • Haahr H, Heise T (2014) A review of the pharmacological properties of insulin degludec and their clinical relevance. Clin Pharmacokinet 53:787–800
    • (2014) Clin Pharmacokinet , vol.53 , pp. 787-800
    • Haahr, H.1    Heise, T.2
  • 21
    • 85018869348 scopus 로고    scopus 로고
    • Insulin degludec: lower day-to-day and within-day variability in pharmacodynamic response compared to insulin glargine U300 in type 1 diabetes
    • COI: 1:CAS:528:DC%2BC2sXhtVaktLnO, PID: 28295934
    • Heise T, Nørskov M, Nosek L, Kaplan K, Famulla S, Haahr HL (2017) Insulin degludec: lower day-to-day and within-day variability in pharmacodynamic response compared to insulin glargine U300 in type 1 diabetes. Diabetes Obes Metab 19:1032–1039
    • (2017) Diabetes Obes Metab , vol.19 , pp. 1032-1039
    • Heise, T.1    Nørskov, M.2    Nosek, L.3    Kaplan, K.4    Famulla, S.5    Haahr, H.L.6
  • 22
    • 84871937855 scopus 로고    scopus 로고
    • Hypoglycaemia risk with insulin degludec compared with insulin glargine in type 2 and type 1 diabetes: a pre-planned meta-analysis of phase 3 trials
    • COI: 1:CAS:528:DC%2BC3sXjs1SqsQ%3D%3D, PID: 23130654
    • Ratner RE, Gough SC, Mathieu C et al (2013) Hypoglycaemia risk with insulin degludec compared with insulin glargine in type 2 and type 1 diabetes: a pre-planned meta-analysis of phase 3 trials. Diabetes Obes Metab 15:175–184
    • (2013) Diabetes Obes Metab , vol.15 , pp. 175-184
    • Ratner, R.E.1    Gough, S.C.2    Mathieu, C.3
  • 23
    • 85021844844 scopus 로고    scopus 로고
    • Effect of insulin degludec vs insulin glargine U100 on hypoglycemia in patients with type 2 diabetes: the SWITCH 2 randomized clinical trial
    • COI: 1:CAS:528:DC%2BC2sXhtlyks7zJ, PID: 28672317
    • Wysham C, Bhargava A, Chaykin L et al (2017) Effect of insulin degludec vs insulin glargine U100 on hypoglycemia in patients with type 2 diabetes: the SWITCH 2 randomized clinical trial. JAMA 318:45–56
    • (2017) JAMA , vol.318 , pp. 45-56
    • Wysham, C.1    Bhargava, A.2    Chaykin, L.3
  • 24
    • 85027852950 scopus 로고    scopus 로고
    • Efficacy and safety of degludec versus glargine in type 2 diabetes
    • Marso SP, McGuire DK, Zinman B et al (2017) Efficacy and safety of degludec versus glargine in type 2 diabetes. N Engl J Med 377:723–732
    • (2017) N Engl J Med , vol.377 , pp. 723-732
    • Marso, S.P.1    McGuire, D.K.2    Zinman, B.3
  • 25
    • 84979555894 scopus 로고    scopus 로고
    • Design of DEVOTE (trial comparing cardiovascular safety of insulin degludec vs insulin glargine in patients with type 2 diabetes at high risk of cardiovascular events)—DEVOTE 1
    • COI: 1:CAS:528:DC%2BC28Xht1ygsb%2FI, PID: 27595693
    • Marso SP, McGuire DK, Zinman B et al (2016) Design of DEVOTE (trial comparing cardiovascular safety of insulin degludec vs insulin glargine in patients with type 2 diabetes at high risk of cardiovascular events)—DEVOTE 1. Am Heart J 179:175–183
    • (2016) Am Heart J , vol.179 , pp. 175-183
    • Marso, S.P.1    McGuire, D.K.2    Zinman, B.3
  • 26
    • 84888610885 scopus 로고    scopus 로고
    • Ethical principles for medical research involving human subjects
    • World Medical Association. Declaration of Helsinki (2013) Ethical principles for medical research involving human subjects. JAMA 310:2191–2194
    • (2013) JAMA , vol.310 , pp. 2191-2194
  • 27
    • 0035720060 scopus 로고    scopus 로고
    • ICH harmonised tripartite guideline: guideline for good clinical practice
    • ICH harmonised tripartite guideline: guideline for good clinical practice (2001) J Postgrad Med 47:199–203
    • (2001) J Postgrad Med , vol.47 , pp. 199-203
  • 28
    • 84876796916 scopus 로고    scopus 로고
    • Hypoglycemia and diabetes: a report of a workgroup of the American Diabetes Association and the Endocrine Society
    • COI: 1:CAS:528:DC%2BC3sXnslWrtr8%3D, PID: 23589542
    • Seaquist ER, Anderson J, Childs B et al (2013) Hypoglycemia and diabetes: a report of a workgroup of the American Diabetes Association and the Endocrine Society. Diabetes Care 36:1384–1395
    • (2013) Diabetes Care , vol.36 , pp. 1384-1395
    • Seaquist, E.R.1    Anderson, J.2    Childs, B.3
  • 29
    • 0001221166 scopus 로고
    • Geometric means and measures of dispersion
    • Kirkwood TBL (1979) Geometric means and measures of dispersion. Biometrics 35:908–909
    • (1979) Biometrics , vol.35 , pp. 908-909
    • Kirkwood, T.B.L.1
  • 30
    • 84885984501 scopus 로고    scopus 로고
    • Glucose variability assessed by low blood glucose index is predictive of hypoglycemic events in patients with type 1 diabetes switched to pump therapy
    • COI: 1:CAS:528:DC%2BC3sXhtlOrsrbF, PID: 23404296
    • Crenier L, Abou-Elias C, Corvilain B (2013) Glucose variability assessed by low blood glucose index is predictive of hypoglycemic events in patients with type 1 diabetes switched to pump therapy. Diabetes Care 36:2148–2153
    • (2013) Diabetes Care , vol.36 , pp. 2148-2153
    • Crenier, L.1    Abou-Elias, C.2    Corvilain, B.3
  • 31
    • 84903271197 scopus 로고    scopus 로고
    • Association between HbA1c variability and mortality in patients with type 2 diabetes
    • PID: 24703414
    • Takao T, Matsuyama Y, Yanagisawa H, Kikuchi M, Kawazu S (2014) Association between HbA1c variability and mortality in patients with type 2 diabetes. J Diabetes Complications 28:494–499
    • (2014) J Diabetes Complications , vol.28 , pp. 494-499
    • Takao, T.1    Matsuyama, Y.2    Yanagisawa, H.3    Kikuchi, M.4    Kawazu, S.5
  • 32
    • 84941807568 scopus 로고    scopus 로고
    • Glycemic control, inflammation, and cognitive function in older patients with type 2 diabetes
    • PID: 25703191
    • Akrivos J, Ravona-Springer R, Schmeidler J et al (2015) Glycemic control, inflammation, and cognitive function in older patients with type 2 diabetes. Int J Geriatr Psychiatry 30:1093–1100
    • (2015) Int J Geriatr Psychiatry , vol.30 , pp. 1093-1100
    • Akrivos, J.1    Ravona-Springer, R.2    Schmeidler, J.3
  • 33
    • 0028598563 scopus 로고
    • Frequency of severe hypoglycemia in insulin-dependent diabetes mellitus can be predicted from self-monitoring blood glucose data
    • COI: 1:CAS:528:DyaK2MXislWitbY%3D, PID: 7989471
    • Cox DJ, Kovatchev BP, Julian DM et al (1994) Frequency of severe hypoglycemia in insulin-dependent diabetes mellitus can be predicted from self-monitoring blood glucose data. J Clin Endocrinol Metab 79:1659–1662
    • (1994) J Clin Endocrinol Metab , vol.79 , pp. 1659-1662
    • Cox, D.J.1    Kovatchev, B.P.2    Julian, D.M.3
  • 34
    • 79960403329 scopus 로고    scopus 로고
    • The contribution of glucose variability to asymptomatic hypoglycemia in persons with type 2 diabetes
    • COI: 1:CAS:528:DC%2BC3MXovFOrs78%3D, PID: 21561372
    • Monnier L, Wojtusciszyn A, Colette C, Owens D (2011) The contribution of glucose variability to asymptomatic hypoglycemia in persons with type 2 diabetes. Diabetes Technol Ther 13:813–818
    • (2011) Diabetes Technol Ther , vol.13 , pp. 813-818
    • Monnier, L.1    Wojtusciszyn, A.2    Colette, C.3    Owens, D.4
  • 35
    • 3142728510 scopus 로고    scopus 로고
    • A probabilistic model for predicting hypoglycemia in type 2 diabetes mellitus: the Diabetes Outcomes in Veterans Study (DOVES)
    • PID: 15249354
    • Murata GH, Hoffman RM, Shah JH, Wendel CS, Duckworth WC (2004) A probabilistic model for predicting hypoglycemia in type 2 diabetes mellitus: the Diabetes Outcomes in Veterans Study (DOVES). Arch Intern Med 164:1445–1450
    • (2004) Arch Intern Med , vol.164 , pp. 1445-1450
    • Murata, G.H.1    Hoffman, R.M.2    Shah, J.H.3    Wendel, C.S.4    Duckworth, W.C.5
  • 36
    • 84867089360 scopus 로고    scopus 로고
    • Rate of hypoglycemia in insulin-treated patients with type 2 diabetes can be predicted from glycemic variability data
    • COI: 1:CAS:528:DC%2BC38XhsFOqur3L, PID: 23101951
    • Qu Y, Jacober SJ, Zhang Q, Wolka LL, DeVries JH (2012) Rate of hypoglycemia in insulin-treated patients with type 2 diabetes can be predicted from glycemic variability data. Diabetes Technol Ther 14:1008–1012
    • (2012) Diabetes Technol Ther , vol.14 , pp. 1008-1012
    • Qu, Y.1    Jacober, S.J.2    Zhang, Q.3    Wolka, L.L.4    DeVries, J.H.5
  • 37
    • 70349952543 scopus 로고    scopus 로고
    • Fasting plasma glucose variability as a marker of nocturnal hypoglycemia in diabetes: evidence from the PREDICTIVE study
    • COI: 1:CAS:528:DC%2BD1MXht1Crs7vJ, PID: 19747748
    • Niskanen L, Virkamäki A, Hansen JB, Saukkonen T (2009) Fasting plasma glucose variability as a marker of nocturnal hypoglycemia in diabetes: evidence from the PREDICTIVE study. Diabetes Res Clin Pract 86:e15–e18
    • (2009) Diabetes Res Clin Pract , vol.86 , pp. e15-e18
    • Niskanen, L.1    Virkamäki, A.2    Hansen, J.B.3    Saukkonen, T.4
  • 38
    • 48449098502 scopus 로고    scopus 로고
    • Oscillating glucose is more deleterious to endothelial function and oxidative stress than mean glucose in normal and type 2 diabetic patients
    • COI: 1:CAS:528:DC%2BD1cXlvVKjtbo%3D, PID: 18299315
    • Ceriello A, Esposito K, Piconi L et al (2008) Oscillating glucose is more deleterious to endothelial function and oxidative stress than mean glucose in normal and type 2 diabetic patients. Diabetes 57:1349–1354
    • (2008) Diabetes , vol.57 , pp. 1349-1354
    • Ceriello, A.1    Esposito, K.2    Piconi, L.3
  • 40
    • 0037015288 scopus 로고    scopus 로고
    • Evidence for an independent and cumulative effect of postprandial hypertriglyceridemia and hyperglycemia on endothelial dysfunction and oxidative stress generation: effects of short- and long-term simvastatin treatment
    • PID: 12208795
    • Ceriello A, Taboga C, Tonutti L et al (2002) Evidence for an independent and cumulative effect of postprandial hypertriglyceridemia and hyperglycemia on endothelial dysfunction and oxidative stress generation: effects of short- and long-term simvastatin treatment. Circulation 106:1211–1218
    • (2002) Circulation , vol.106 , pp. 1211-1218
    • Ceriello, A.1    Taboga, C.2    Tonutti, L.3
  • 41
    • 45149131667 scopus 로고    scopus 로고
    • Effects of intensive glucose lowering in type 2 diabetes
    • COI: 1:CAS:528:DC%2BD1cXnt1Wjs7s%3D, PID: 18539917
    • Gerstein HC, Miller ME, Byington RP et al (2008) Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med 358:2545–2559
    • (2008) N Engl J Med , vol.358 , pp. 2545-2559
    • Gerstein, H.C.1    Miller, M.E.2    Byington, R.P.3
  • 42
    • 58149389215 scopus 로고    scopus 로고
    • Glucose control and vascular complications in veterans with type 2 diabetes
    • COI: 1:CAS:528:DC%2BD1MXnsFWkug%3D%3D, PID: 19092145
    • Duckworth W, Abraira C, Moritz T et al (2009) Glucose control and vascular complications in veterans with type 2 diabetes. N Engl J Med 360:129–139
    • (2009) N Engl J Med , vol.360 , pp. 129-139
    • Duckworth, W.1    Abraira, C.2    Moritz, T.3


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