Relative Contribution of Fasting and Postprandial Blood Glucose in Overall Glycemic Control: Post Hoc Analysis of a Phase IV Randomized Trial

Qing Su, Jun Liu, Pengfei Li, Lei Qian, Wenying Yang, Qing Su, Jun Liu, Pengfei Li, Lei Qian, Wenying Yang

Abstract

Introduction: Few prospective clinical trials have investigated the role of fasting blood glucose (FBG) and/or postprandial glucose (PPG) in assessing overall glycemic control by using different insulin regimens. In the present post hoc analysis, we assessed the contribution of FBG and/or PPG in overall glycemic control in Chinese patients under insulin treatment.

Methods: CLASSIFY is a phase IV, randomized, open-label, 26-week, parallel-arm, treat-to-target, multinational, controlled study in patients with type 2 diabetes mellitus to compare the efficacy and safety of insulin lispro mix 25 (LM25) and insulin lispro mix 50 (LM50) as starter insulins. Insulin was titrated with an aim to target pre-meal blood glucose (BG) levels at > 3.9 and ≤ 6.1 mmol/L before breakfast and dinner. The primary outcome assessed was the change in HbA1c from baseline.

Results: Chinese patients contributed 38.7% (N = 156) of the total population. The majority of patients were male (52.6%). The mean (SD) body mass index was 24.54 (3.04) kg/m2 and mean (SD) HbA1c was 8.54 (1.10) % at baseline. At week 26, LM50 showed a significantly greater reduction from baseline in HbA1c (- 2.03% vs - 1.55%, P < 0.001), average daily BG (- 3.21 vs - 2.34 mmol/L, P < 0.001), average post-meal BG (- 3.58 vs - 2.39 mmol/L, P < 0.001), and average prandial BG excursion (- 1.01 vs - 0.22 mmol/L, P = 0.006) than the LM25 group. The reductions in average pre-meal BG (- 2.59 vs - 2.28 mmol/L, P = 0.137) were not significantly different between the groups. The proportion of patients achieving HbA1c targets (< 7% or ≤ 6.5%) without nocturnal hypoglycemia or weight gain was greater (P < 0.05) with LM50 compared with LM25.

Conclusion: LM50 achieved better overall glycemic control than LM25 as a starter insulin in Chinese patients, which may be due to greater improvement in PPG levels.

Trial registration: Clinicaltrials.gov identification number: NCT01773473.

Funding: Eli Lilly and Company, Shanghai, China.

Keywords: China; Glycosylated hemoglobin; Mixed insulins; Postprandial hyperglycemia; Type 2 diabetes mellitus.

Figures

Fig. 1
Fig. 1
Change from baseline in HbA1c at week 26. HbA1c glycated hemoglobin, LM25 insulin lispro mix 25, LM50 insulin lispro mix 50. Data of 80 patients in LM25 and 76 patients in LM50 were available at week 26
Fig. 2
Fig. 2
Proportion of patients with target pre-breakfast blood glucose and fasting blood glucose at endpoint (

References

    1. Huxley R, James WP, Barzi F, et al. Ethnic comparisons of the cross-sectional relationships between measures of body size with diabetes and hypertension. Obes Rev. 2008;9(Suppl 1):53–61. doi: 10.1111/j.1467-789X.2007.00439.x.
    1. Chan JC, Malik V, Jia W, et al. Diabetes in Asia: epidemiology, risk factors, and pathophysiology. JAMA. 2009;301:2129–2140. doi: 10.1001/jama.2009.726.
    1. Ramachandran A, Snehalatha C, Shetty AS, Nanditha A. Trends in prevalence of diabetes in Asian countries. World J Diabetes. 2012;3:110–117. doi: 10.4239/wjd.v3.i6.110.
    1. Ma RC, Chan JC. Type 2 diabetes in East Asians: similarities and differences with populations in Europe and the United States. Ann N Y Acad Sci. 2013;1281:64–91. doi: 10.1111/nyas.12098.
    1. Kang X, Wang C, Lifang L, et al. Effects of different proportion of carbohydrate in breakfast on postprandial glucose excursion in normal glucose tolerance and impaired glucose regulation subjects. Diabetes Technol Ther. 2013;15:569–574. doi: 10.1089/dia.2012.0305.
    1. Atkinson FS, Foster-Powell K, Brand-Miller JC. International tables of glycemic index and glycemic load values: 2008. Diabetes Care. 2008;31:2281–2283. doi: 10.2337/dc08-1239.
    1. Gagné L. The glycemic index and glycemic load in clinical practice. Explore (NY). 2008;4:66–69. doi: 10.1016/j.explore.2007.10.011.
    1. Livesey G, Taylor R, Livesey H, Liu S. Is there a dose-response relation of dietary glycemic load to risk of type 2 diabetes? Meta-analysis of prospective cohort studies. Am J Clin Nutr. 2013;97:584–596. doi: 10.3945/ajcn.112.041467.
    1. Dong JY, Zhang L, Zhang YH, Qin LQ. Dietary glycaemic index and glycaemic load in relation to the risk of type 2 diabetes: a meta-analysis of prospective cohort studies. Br J Nutr. 2011;106:1649–1654. doi: 10.1017/S000711451100540X.
    1. Ludwig DS. The glycemic index: physiological mechanisms relating to obesity, diabetes, and cardiovascular disease. JAMA. 2002;287:2414–2423. doi: 10.1001/jama.287.18.2414.
    1. The Diabetes Control and Complications Trial Research Group. Nathan DM, Genuth S, 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;329:977–986. doi: 10.1056/NEJM199309303291401.
    1. 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) Lancet. 1998;352:837–853. doi: 10.1016/S0140-6736(98)07019-6.
    1. Stratton IM, Adler AI, Neil HA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ. 2000;321:405–412. doi: 10.1136/bmj.321.7258.405.
    1. Patel A, MacMahon S, Chalmers J, The ADVANCE Collaborative Group et al. Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008;358:2560–2572. doi: 10.1056/NEJMicm066227.
    1. Gerstein HC, Miller ME, Byington RP, Action to Control Cardiovascular Risk in Diabetes Study Group et al. Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008;358:2545–2559. doi: 10.1056/NEJMoa0802743.
    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;360:129–139. doi: 10.1056/NEJMoa0808431.
    1. Tay J, Thompson CH, Brinkworth GD. Glycemic variability: assessing glycemia differently and the implications for dietary management of diabetes. Annu Rev Nutr. 2015;35:389–424. doi: 10.1146/annurev-nutr-121214-104422.
    1. Satya Krishna SV, Kota SK, Modi KD. Glycemic variability: clinical implications. Indian J Endocrinol Metab. 2013;17:611–619. doi: 10.4103/2230-8210.113751.
    1. US Food and Drug Administration. Guidance for industry diabetes mellitus: developing drugs and therapeutic biologics for treatment and prevention. 2008. . Accessed 19 May 2017.
    1. Inzucchi SE, Bergenstal RM, Buse JB, et al. Management of hyperglycaemia in type 2 diabetes, 2015: a patient-centred approach. Update to a position statement of the American Diabetes Association and the European Association for the Study of Diabetes. Diabetologia. 2015;58:429–442. doi: 10.1007/s00125-014-3460-0.
    1. Chinese Diabetes Society. Chinese guidelines for the management of type 2 diabetes mellitus (2013 edition). Chin J Diabetes Mellitus. 2013;6:447–98.
    1. Woerle HJ, Neumann C, Zschau S, et al. Impact of fasting and postprandial glycemia on overall glycemic control in type 2 diabetes—importance of postprandial glycemia to achieve target HbA1c levels. Diabetes Res Clin Pract. 2007;77:280–285. doi: 10.1016/j.diabres.2006.11.011.
    1. The DECODE study group, for the European Diabetes Epidemiology Group. Glucose tolerance and mortality: comparison of WHO and American Diabetes Association diagnostic criteria. Lancet. 1999;354:617–21.
    1. Hanefeld M, Fischer S, Julius U, et al. Risk factors for myocardial infarction and death in newly detected NIDDM: the Diabetes Intervention Study, 11-year follow-up. Diabetologia. 1996;39:1577–1583. doi: 10.1007/s001250050617.
    1. Handelsman Y, Bloomgarden ZT, Grunberger G, et al. American Association of Clinical Endocrinologists and American College of Endocrinology: clinical practice guidelines for developing a diabetes mellitus comprehensive care plan—2015. Endocr Pract. 2015;21(Suppl 1):1–87. doi: 10.4158/EP15672.GLSUPPL.
    1. Garber AJ. Treat-to-target trials: uses, interpretation and review of concepts. Diabetes Obes Metab. 2014;16:193–205. doi: 10.1111/dom.12129.
    1. Mosenzon O, Raz I. Intensification of insulin therapy for type 2 diabetic patients in primary care: basal-bolus regimen versus premix insulin analogs: when and for whom? Diabetes Care. 2013;36(Suppl 2):S212–S218. doi: 10.2337/dcS13-2007.
    1. Garber AJ, Ligthelm R, Christiansen JS, Liebl A. Premixed insulin treatment for type 2 diabetes: analogue or human? Diabetes Obes Metab. 2007;9:630–639. doi: 10.1111/j.1463-1326.2006.00654.x.
    1. Buse JB, Wolffenbuttel BH, Herman WH, et al. DURAbility of basal versus lispro mix 75/25 insulin efficacy (DURABLE) trial 24-week results: safety and efficacy of insulin lispro mix 75/25 versus insulin glargine added to oral antihyperglycemic drugs in patients with type 2 diabetes. Diabetes Care. 2009;32:1007–1013. doi: 10.2337/dc08-2117.
    1. Su Q, Qian L. Insulin initiation in type 2 diabetes in China. Shang Med J. 2016;39:176–179.
    1. Tanaka M, Ishii H. Pre-mixed rapid-acting insulin 50/50 analogue twice daily is useful not only for controlling post-prandial blood glucose, but also for stabilizing the diurnal variation of blood glucose levels: switching from pre-mixed insulin 70/30 or 75/25 to pre-mixed insulin 50/50. J Int Med Res. 2010;38:674–680. doi: 10.1177/147323001003800231.
    1. Rosenstock J, Ahmann AJ, Colon G, Scism-Bacon J, Jiang H, Martin S. Advancing insulin therapy in type 2 diabetes previously treated with glargine plus oral agents: prandial premixed (insulin lispro protamine suspension/lispro) versus basal/bolus (glargine/lispro) therapy. Diabetes Care. 2008;31:20–25. doi: 10.2337/dc07-1122.
    1. Watada H, Su Q, Li PF, Iwamoto N, Qian L, Yang WY. Comparison of insulin lispro mix 25 with insulin lispro mix 50 as an insulin starter in Asian patients with type 2 diabetes: a phase 4, open-label, randomized trial (CLASSIFY study). Diabetes Metab Res Rev. 2017;33.
    1. Su Q, Liu C, Zheng H, et al. Comparison of insulin lispro mix 25 with insulin lispro mix 50 as insulin starter in Chinese patients with type 2 diabetes mellitus (CLASSIFY study): subgroup analysis of a phase 4, open-label, randomized trial. J Diabetes. 2017;9:575–585. doi: 10.1111/1753-0407.12442.
    1. Gupta S, Puppalwar PV, Chalak A. Correlation of fasting and post meal plasma glucose level to increased HbA1c levels in type-2 diabetes mellitus. Int J Adv Med. 2014;1:127–131.
    1. Saiedullah M, Hayat S, Kamaluddin SM, Begum S. Correlation of fasting and post prandial plasma glucose with hemoglobin glycation. Anwer Khan Mod Med Coll J. 2013;4:28–30. doi: 10.3329/akmmcj.v4i2.16939.
    1. Ketema EB, Kibret KT. Correlation of fasting and postprandial plasma glucose with HbA1c in assessing glycemic control; systematic review and meta-analysis. Arch Public Health. 2015;73:43. doi: 10.1186/s13690-015-0088-6.
    1. Rosediani M, Azidah AK, Mafauzy M. Correlation between fasting plasma glucose, post prandial glucose and glycated haemoglobin and fructosamine. Med J Malaysia. 2006;61:67–71.
    1. Swetha NK. Comparison of fasting blood glucose and post prandial blood glucose with HbA1c in assessing the glycemic control. Int J Healthcare Biomed Res. 2014;2:134–139.
    1. Holman RR, Thorne KI, Farmer AJ, et al. Addition of biphasic, prandial, or basal insulin to oral therapy in type 2 diabetes. N Engl J Med. 2007;357:1716–1730. doi: 10.1056/NEJMoa075392.
    1. Lavernia F. What options are available when considering starting insulin: premix or basal? Diabetes Technol Ther. 2011;13(Suppl 1):S85–S92. doi: 10.1089/dia.2010.0248.
    1. American Diabetes Association Standards of medical care in diabetes—2016. Diabetes Care. 2016;39(Suppl 1):S1–S112.
    1. Garber AJ, Abrahamson MJ, Barzilay JI, et al. Consensus statement by the American Association of Clinical Endocrinologists and American College of Endocrinology on the comprehensive type 2 diabetes management algorithm—2016 executive summary. Endocr Pract. 2016;22:84–113. doi: 10.4158/EP151126.CS.
    1. Tanenberg R, Zisman A, Stewart J. Glycemia Optimization Treatment (GOT): glycemic control and rate of severe hypoglycemia for five different dosing algorithms of insulin glargine in patients with type 2 diabetes mellitus [abstract]. American Diabetes Association (ADA) 2006; 66th Scientific Sessions:A567-P.
    1. Zafar MI, Ai X, Shafqat RA, Gao F. Effectiveness and safety of Humalog mix 50/50 versus Humalog mix 75/25 in Chinese patients with type 2 diabetes. Ther Clin Risk Manag. 2014;11:27–32.
    1. Furukawa KD, Yamaaki N, Fujimoto A, Ohyama K, Muramoto H. Simple insulin dose adjustment using 3-3-1 algorithm in Japanese patients with type 2 diabetes: start Kanazawa study (self-titration aggressive algorithm with glargine trial) J Diabetes Mellitus. 2016;6:197–203. doi: 10.4236/jdm.2016.63022.
    1. Rosenstock J, Schwartz SL, Clark CM, Jr, Park GD, Donley DW, Edwards MB. Basal insulin therapy in type 2 diabetes: 28-week comparison of insulin glargine (HOE 901) and NPH insulin. Diabetes Care. 2001;24:631–636. doi: 10.2337/diacare.24.4.631.
    1. Yang W, Xu X, Liu X, et al. Treat-to-target comparison between once daily biphasic insulin aspart 30 and insulin glargine in Chinese and Japanese insulin-naive subjects with type 2 diabetes. Curr Med Res Opin. 2013;29:1599–1608. doi: 10.1185/03007995.2013.838155.
    1. Pan CY, Sinnassamy P, Chung KD, Kim KW, LEAD Study Investigators Group Insulin glargine versus NPH insulin therapy in Asian type 2 diabetes patients. Diabetes Res Clin Pract. 2007;76:111–118. doi: 10.1016/j.diabres.2006.08.012.
    1. Yabe D, Seino Y, Fukushima M, Seino S. β cell dysfunction versus insulin resistance in the pathogenesis of type 2 diabetes in East Asians. Curr Diab Rep. 2015;15:602.
    1. Shrestha L, Jha B, Yadav B, Sharma S. Correlation between fasting blood glucose, postprandial blood glucose and glycated hemoglobin in non-insulin treated type 2 diabetic subjects. Sunsari Techn Coll J. 2012;1:18–21. doi: 10.3126/stcj.v1i1.8654.
    1. Yang W, Qian L, Li P. Evaluation of different blood glucose profiles between East Asian and Caucasian insulin-naïve patients with type 2 diabetes mellitus after oral antihyperglycemic medication failure [abstract]. Diabetes Metab Res Rev. 2016;32 (S2):42 A415074.

Source: PubMed

3
Abonnere