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Published in: Acta Diabetologica 5/2015

01-10-2015 | Original Article

Glycaemic load versus carbohydrate counting for insulin bolus calculation in patients with type 1 diabetes on insulin pump

Authors: L. Bozzetto, M. Giorgini, A. Alderisio, L. Costagliola, A. Giacco, G. Riccardi, A. A. Rivellese, G. Annuzzi

Published in: Acta Diabetologica | Issue 5/2015

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Abstract

Aims

To evaluate feasibility and effectiveness on short-term blood glucose control of using glycaemic load counting (GLC) versus carbohydrate counting (CC) for prandial insulin dosing in patients with type 1 diabetes (T1D).

Methods

Nine T1D patients on insulin pump, aged 26–58 years, HbA1c 7.7 ± 0.8 % (61 ± 8.7 mmol/mol), participated in this real-life setting study. By a crossover design, patients were randomised to calculate their pre-meal insulin dose based on the insulin/glycaemic load ratio (GLC period) or the insulin/carbohydrate ratio (CC period) for 1 week, shifting to the alternate method for the next week, when participants duplicated their first week food plan. Over either week, a blind subcutaneous continuous glucose monitoring was performed, and a 7-day food record was filled in.

Results

Total daily insulin doses (45 ± 10 vs. 44 ± 9 I.U.; M ± SD, p = 0.386) and basal infusion (26 ± 7 vs. 26 ± 8 I.U., p = 0.516) were not different during GLC and CC periods, respectively. However, the range of insulin doses (difference between highest and lowest insulin dose) was wider during GLC, with statistical significance at dinner (8.4 ± 6.2 vs. 6.0 ± 3.9 I.U., p = 0.041). Blood glucose iAUC after lunch was lower, albeit not significantly, during GLC than CC period (0.6 ± 8.6 vs. 3.4 ± 8.2 mmol/l∙3 h, p = 0.059). Postprandial glucose variability, evaluated as the maximal amplitude after meal (highest minus lowest glucose value), was significantly lower during GLC than CC period at lunch (4.22 ± 0.28 vs. 5.47 ± 0.39 mmol/l, p = 0.002) and dinner (3.89 ± 0.33 vs. 4.89 ± 0.33, p = 0.026).

Conclusions

Calculating prandial insulin bolus based on glycaemic load counting is feasible in a real-life setting and may improve postprandial glucose control in people with T1D.
Literature
1.
go back to reference Halfon P, Belkhadir J, Slama G (1989) Correlation between amount of carbohydrate in mixed meals and insulin delivery by artificial pancreas in seven IDDM subjects. Diabetes Care 12:427–429CrossRefPubMed Halfon P, Belkhadir J, Slama G (1989) Correlation between amount of carbohydrate in mixed meals and insulin delivery by artificial pancreas in seven IDDM subjects. Diabetes Care 12:427–429CrossRefPubMed
2.
3.
go back to reference Bell KJ, Barclay AW, Petocz P, Colagiuri S, Brand-Miller JC (2014) Efficacy of carbohydrate counting in type 1 diabetes: a systematic review and meta-analysis. Lancet Diabetes Endocrinol 2:133–140CrossRefPubMed Bell KJ, Barclay AW, Petocz P, Colagiuri S, Brand-Miller JC (2014) Efficacy of carbohydrate counting in type 1 diabetes: a systematic review and meta-analysis. Lancet Diabetes Endocrinol 2:133–140CrossRefPubMed
4.
go back to reference Schmidt S, Schelde B, Nørgaard K (2014) Effects of advanced carbohydrate counting in patients with type 1 diabetes: a systematic review. Diabet Med 31:886–896CrossRefPubMed Schmidt S, Schelde B, Nørgaard K (2014) Effects of advanced carbohydrate counting in patients with type 1 diabetes: a systematic review. Diabet Med 31:886–896CrossRefPubMed
5.
go back to reference Capani F, Casalini G, Consoli A, D’Emilio A, La Nave G, Loragno M et al (1991) Insulin requirement of simple and complex carbohydrate foods in type 1 (insulin-dependent) CSII-treated diabetic subjects, obtained by biostator. Correlation with glycaemic index. Acta Diabetol Lat 28:47–53CrossRefPubMed Capani F, Casalini G, Consoli A, D’Emilio A, La Nave G, Loragno M et al (1991) Insulin requirement of simple and complex carbohydrate foods in type 1 (insulin-dependent) CSII-treated diabetic subjects, obtained by biostator. Correlation with glycaemic index. Acta Diabetol Lat 28:47–53CrossRefPubMed
6.
go back to reference Slama G, Klein JC, Delage A, Ardila E, Lemaignen H, Papoz L et al (1981) Correlation between the nature and amount of carbohydrate in meal intake and insulin delivery by the artificial pancreas in 24 insulin-dependent diabetics. Diabetes 30:101–105CrossRefPubMed Slama G, Klein JC, Delage A, Ardila E, Lemaignen H, Papoz L et al (1981) Correlation between the nature and amount of carbohydrate in meal intake and insulin delivery by the artificial pancreas in 24 insulin-dependent diabetics. Diabetes 30:101–105CrossRefPubMed
7.
go back to reference Parillo M, Annuzzi G, Rivellese AA, Bozzetto L, Alessandrini R, Riccardi G et al (2011) Effects of meals with different glycaemic index on postprandial blood glucose response in patients with type 1 diabetes treated with continuous subcutaneous insulin infusion. Diabet Med 28:227–229CrossRefPubMed Parillo M, Annuzzi G, Rivellese AA, Bozzetto L, Alessandrini R, Riccardi G et al (2011) Effects of meals with different glycaemic index on postprandial blood glucose response in patients with type 1 diabetes treated with continuous subcutaneous insulin infusion. Diabet Med 28:227–229CrossRefPubMed
8.
go back to reference Weyman-Daum M, Fort P, Recker B, Lanes R, Lifshitz F (1987) Glycemic response in children with insulin-dependent diabetes mellitus after high- or low-glycemic-index breakfast. Am J Clin Nutr 46:798–803PubMed Weyman-Daum M, Fort P, Recker B, Lanes R, Lifshitz F (1987) Glycemic response in children with insulin-dependent diabetes mellitus after high- or low-glycemic-index breakfast. Am J Clin Nutr 46:798–803PubMed
9.
go back to reference Elleri D, Allen JM, Harris J, Kumareswaran K, Nodale M, Leelarathna L et al (2013) Absorption patterns of meals containing complex carbohydrates in type 1 diabetes. Diabetologia 56:1108–1117CrossRefPubMed Elleri D, Allen JM, Harris J, Kumareswaran K, Nodale M, Leelarathna L et al (2013) Absorption patterns of meals containing complex carbohydrates in type 1 diabetes. Diabetologia 56:1108–1117CrossRefPubMed
10.
go back to reference Bao J, Atkinson F, Petocz P, Willett WC, Brand-Miller JC (2011) Prediction of postprandial glycemia and insulinemia in lean, young, healthy adults: glycemic load compared with carbohydrate content alone. Am J Clin Nutr 93:984–996CrossRefPubMed Bao J, Atkinson F, Petocz P, Willett WC, Brand-Miller JC (2011) Prediction of postprandial glycemia and insulinemia in lean, young, healthy adults: glycemic load compared with carbohydrate content alone. Am J Clin Nutr 93:984–996CrossRefPubMed
11.
go back to reference Fabricatore AN, Ebbeling CB, Wadden TA, Ludwig DS (2011) Continuous glucose monitoring to assess the ecologic validity of dietary glycemic index and glycemic load. Am J Clin Nutr 94:1519–1524PubMedCentralCrossRefPubMed Fabricatore AN, Ebbeling CB, Wadden TA, Ludwig DS (2011) Continuous glucose monitoring to assess the ecologic validity of dietary glycemic index and glycemic load. Am J Clin Nutr 94:1519–1524PubMedCentralCrossRefPubMed
12.
go back to reference O’Connell MA, Gilbertson HR, Donath SM, Cameron FJ (2008) Optimizing postprandial glycemia in pediatric patients with type 1 diabetes using insulin pump therapy: impact of glycemic index and prandial bolus type. Diabetes Care 31:1491–1495PubMedCentralCrossRefPubMed O’Connell MA, Gilbertson HR, Donath SM, Cameron FJ (2008) Optimizing postprandial glycemia in pediatric patients with type 1 diabetes using insulin pump therapy: impact of glycemic index and prandial bolus type. Diabetes Care 31:1491–1495PubMedCentralCrossRefPubMed
13.
go back to reference Giacco R, Parillo M, Rivellese AA, Lasorella G, Giacco A, D’Episcopo L et al (2000) Long-term dietary treatment with increased amounts of fiber-rich low-glycemic index natural foods improves blood glucose control and reduces the number of hypoglycemic events in type 1 diabetic patients. Diabetes Care 23:1461–1466CrossRefPubMed Giacco R, Parillo M, Rivellese AA, Lasorella G, Giacco A, D’Episcopo L et al (2000) Long-term dietary treatment with increased amounts of fiber-rich low-glycemic index natural foods improves blood glucose control and reduces the number of hypoglycemic events in type 1 diabetic patients. Diabetes Care 23:1461–1466CrossRefPubMed
14.
go back to reference Ryan RL, King BR, Anderson DG, Attia JR, Collins CE, Smart CE (2008) Influence of and optimal insulin therapy for a low-glycemic index meal in children with type 1 diabetes receiving intensive insulin therapy. Diabetes Care 31:1485–1490PubMedCentralCrossRefPubMed Ryan RL, King BR, Anderson DG, Attia JR, Collins CE, Smart CE (2008) Influence of and optimal insulin therapy for a low-glycemic index meal in children with type 1 diabetes receiving intensive insulin therapy. Diabetes Care 31:1485–1490PubMedCentralCrossRefPubMed
15.
go back to reference Carnovale E, Marletta L, and Miuccio (1995) Tabelle di Composizione Degli Alimenti. Istituto Nazionale della Nutrizione Carnovale E, Marletta L, and Miuccio (1995) Tabelle di Composizione Degli Alimenti. Istituto Nazionale della Nutrizione
16.
go back to reference Foster-Powell K, Holt SH, Brand-Miller JC (2002) International table of glycemic index and glycemic load values: 2002. Am J Clin Nutr 76:5–56PubMed Foster-Powell K, Holt SH, Brand-Miller JC (2002) International table of glycemic index and glycemic load values: 2002. Am J Clin Nutr 76:5–56PubMed
17.
go back to reference Mann JI, De LI, Hermansen K, Karamanos B, Karlstrom B, Katsilambros N, Riccardi et al (2004) Evidence-based nutritional approaches to the treatment and prevention of diabetes mellitus. Nutr Metab Cardiovasc Dis 14:373–394CrossRefPubMed Mann JI, De LI, Hermansen K, Karamanos B, Karlstrom B, Katsilambros N, Riccardi et al (2004) Evidence-based nutritional approaches to the treatment and prevention of diabetes mellitus. Nutr Metab Cardiovasc Dis 14:373–394CrossRefPubMed
Metadata
Title
Glycaemic load versus carbohydrate counting for insulin bolus calculation in patients with type 1 diabetes on insulin pump
Authors
L. Bozzetto
M. Giorgini
A. Alderisio
L. Costagliola
A. Giacco
G. Riccardi
A. A. Rivellese
G. Annuzzi
Publication date
01-10-2015
Publisher
Springer Milan
Published in
Acta Diabetologica / Issue 5/2015
Print ISSN: 0940-5429
Electronic ISSN: 1432-5233
DOI
https://doi.org/10.1007/s00592-015-0716-1

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