Diabetes Care
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     


Published online April 27, 2007
Diabetes Care 30:2032-2033, 2007
DOI: 10.2337/dc07-0310
© 2007 by the American Diabetes Association
This Article
Right arrow Extract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
dc07-0310v1
30/8/2032    most recent
Right arrow Purchase Article
Right arrow View Shopping Cart
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow Request Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Mari, A.
Right arrow Articles by Schmitz, O.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Mari, A.
Right arrow Articles by Schmitz, O.
Social Bookmarking
 Add to CiteULike   Add to Del.icio.us   Add to Digg   Add to Reddit   Add to Technorati  
What's this?

Emerging Treatments and Technologies
Original Article

Effects of the Long-Acting Human Glucagon-Like Peptide-1 Analog Liraglutide on ß-Cell Function in Normal Living Conditions

Andrea Mari, PHD1, Kristine Degn, MD, PHD2, Birgitte Brock, MD, PHD2, Joergen Rungby, MD, DMSC2, Ele Ferrannini, MD3 and Ole Schmitz, MD, DMSC2

1 National Research Council Institute of Biomedical Engineering, Padua, Italy
2 Department of Endocrinology and Diabetes, University Hospital, University of Aarhus, Aarhus, Denmark
3 National Research Council Institute of Clinical Physiology, University of Pisa, Pisa, Italy

Address correspondence and reprint requests to Andrea Mari, Institute of Biomedical Engineering-CNR, Corso Stati Uniti 4, 35127 Padova, Italy. E-mail: andrea.mari{at}isib.cnr.it

Abbreviations: GLP, glucagon-like peptide • ISR, insulin secretion


    INTRODUCTION
 TOP
 INTRODUCTION
 RESEARCH DESIGN AND METHODS--
 RESULTS--
 CONCLUSIONS--
 References
 
Liraglutide is a long-acting glucagon-like peptide (GLP)-1 analog, which exerts its glucose-lowering action through multiple mechanisms (1). One important feature of liraglutide is its ability to enhance ß-cell function. The effects on ß-cell function have been demonstrated using standardized ß-cell function tests based on intravenous glucose administration (24). However, these studies may not reflect the modes of action of liraglutide during normal living. To assess the effects of liraglutide on ß-cell function in normal living, we have used a validated ß-cell model to analyze 24-h triple-meal experiments.


    RESEARCH DESIGN AND METHODS—
 TOP
 INTRODUCTION
 RESEARCH DESIGN AND METHODS--
 RESULTS--
 CONCLUSIONS--
 References
 
This study includes data used for a different analysis in a previous publication (3), where the experimental protocol, approved by the local ethics committee and performed in accordance with the Helsinki Declaration, was described in detail.

Thirteen type 2 diabetic patients (five women and eight men) were examined. Their mean ± SD age was 56.4 ± 9.2 years, BMI was 31.2 ± 3.6 kg/m2, last measured A1C before inclusion was 7.3 ± 0.4% (normal range <6.4%), and the duration of diabetes was 3.0 ± 2.6 years.

The study is a randomized, double-blind, placebo-controlled, crossover trial, with a washout period of 6–7 weeks between treatments. After inclusion, the patients discontinued their oral hypoglycemic agents (sulfonylurea and metformin) for 2 weeks before the study. Liraglutide (6 µg/kg body wt) or placebo was injected subcutaneously into the abdomen once daily (at ~0745 h) for 9 days. After 7 days of treatment, the patients where hospitalized at 2200 h. On the next day, while continuing treatment, three standard meals were served at 0800, 1200, and 1800 h. Breakfast contained 2,660 kJ (protein 14%, carbohydrate 55%, and fat 31%), lunch 2,865 kJ (protein 16%, carbohydrate 50%, and fat 34%), and dinner 3,397 kJ (protein 28%, carbohydrate 53%, and fat 19%). Blood was collected at varying intervals for determination of glucose, insulin, and C-peptide, which were measured as previously described (3).

ß-Cell function
ß-Cell function was assessed using a model that describes the relationship between insulin secretion (ISR) and glucose concentration (5,6). The model expresses ISR (in picomoles per minute per squared meter of body surface area) as the sum of two components. The first component represents the dependence of ISR on absolute glucose concentration and is characterized by a dose-response function relating the two variables. Characteristic parameters of the dose response are the mean slope within the observed glucose range, denoted as ß-cell glucose sensitivity, and ISR at a fixed reference glucose value of 9 mmol/l (approximately the mean basal glucose value in the whole group). The dose response is modulated by a potentiation factor, which accounts for several potentiating mechanisms (prolonged exposure to hyperglycemia, nonglucose substrates, gastrointestinal hormones, neurotransmitters, and liraglutide). The potentiation factor is set to be a positive function of time and is constrained to average unity during the experiment; thus, it expresses the relative potentiation of the secretory response to glucose. Changes in the potentiation factor were evaluated as the fold change over a given time interval. The second ISR component represents the dependence of ISR on the rate of change of glucose concentration and is expressed by a single parameter, denoted as rate sensitivity, which is related to early insulin release (5,6). The model parameters were estimated from glucose and C-peptide concentration by regularized least squares, as previously described (5,6).

Statistical analysis
Data and results are presented as means ± SD or as median (interquartile range) for non–normally distributed ISR parameters. Differences between liraglutide and placebo were tested using the Wilcoxon's signed-rank test (significance level P < 0.05). Associations were tested by standard linear regression.


    RESULTS—
 TOP
 INTRODUCTION
 RESEARCH DESIGN AND METHODS--
 RESULTS--
 CONCLUSIONS--
 References
 
Liraglutide decreased mean and nocturnal (2300–0800 h) plasma glucose levels (from 9.7 ± 3.3 to 7.8 ± 2.1 and from 8.3 ± 2.7 to 6.8 ± 1.5 mmol/l, respectively, P < 0.01) (Fig. 1A), whereas the decrease in fasting glucose did not reach statistical significance (9.6 ± 2.8 vs. 8.6 ± 2.4, P = 0.15). Mean plasma insulin (173 ± 132 vs. 161 ± 87 pmol/l) and C-peptide (1.6 ± 0.8 vs. 1.6 ± 0.6 nmol/l) concentrations and total insulin secretion (median 274 [interquartile range 126] vs. 304 nmol/m2 [92]) did not change; in contrast, modeling analysis predicted a marked effect on the ß-cell dose response (Fig. 1B). In particular, the ß-cell dose response was shifted upwards and steeper, as reflected by a significant increase in glucose sensitivity (from 38 [51] to 54 pmol/min per m2 per mmol/l [59], P < 0.01) and in insulin secretion at 9 mmol/l glucose (from 189 [225] to 322 pmol/min per m2 [265], P < 0.0005). Liraglutide also significantly increased the fold rise of potentiation factor induced by breakfast (from 0800 to 1100 h), from 1.2 (interquartile range 0.7) to 2.1-fold (1.2), P < 0.002 (Fig. 1C). The change in rate sensitivity was not significant (0.5 [0.4] vs. 0.1 nmol/m2 per mmol/l [0.5]).


Figure 1
View larger version (18K):
[in this window]
[in a new window]

 
Figure 1— A: Plasma glucose and insulin concentrations during placebo (solid line and •) and liraglutide (broken line and {circ}). Time is relative to the beginning of the test (0800 h). Data are means ± SE. B: Dose response with placebo (solid line and •) and liraglutide (broken line and {circ}). The dose responses are plotted over a glucose range corresponding approximately to the observed glucose excursions. The slope of the dose response is glucose sensitivity. C: Potentiation factor during placebo (solid line and •) and liraglutide (broken line and {circ}). Data are means ± SE. The dashed areas represent the dose response (B) and the potentiation factor (C) in normal subjects, redrawn from ref. 6.

 
In a multivariate regression model, the treatment-induced changes in insulin secretion at 9 mmol/l glucose and glucose sensitivity (log transformed) were independent predictors of the corresponding changes in mean glucose levels (standardized correlation coefficients –0.49 for insulin secretion at 9 mmol/l glucose and –0.49 for glucose sensitivity, explained variance 65%, P < 0.005).


    CONCLUSIONS—
 TOP
 INTRODUCTION
 RESEARCH DESIGN AND METHODS--
 RESULTS--
 CONCLUSIONS--
 References
 
The novel finding is that liraglutide treatment significantly enhances ß-cell function evaluated under conditions of normal living and that the ß-cell function improvement is related to the improvement in glucose levels.

The modes of ß-cell function improvement are similar to those observed after a single liraglutide dose with the use of the graded glucose infusion test (2), i.e., an upward shift and a steeper slope of the ß-cell dose-response curve. In addition, the current data show that liraglutide also improved potentiation of insulin secretion during the first meal by restoring, in part, the potentiation peak, which is markedly blunted in diabetes (5). This phenomenon is similar to what has been observed with exenatide (7) and is suggestive of a potentiating effect mediated by analogous mechanisms, possibly by direct stimulation of the GLP-1 receptor.

However, in comparison with a group of normal subjects in which ß-cell function was assessed with similar experimental and data analysis methods (6), in our diabetic patients neither the ß-cell dose response nor potentiation were normalized (Fig. 1), in contrast with previous observations based on an intravenous test (2). In fact, glucose sensitivity with liraglutide was still well below normal (median 54 [interquartile range 59] vs. 84 pmol/min per m2 per mmol/l [41] in ref. 6, P < 0.05), and the initial potentiation peak remained considerably blunted. Although these abnormalities might have been overestimated due to the younger age of the control group, the finding stresses the importance of assessing ß-cell function under physiological conditions of ß-cell stress.


    Footnotes
 
Published ahead of print at http://care.diabetesjournals.org on 27 April 2007. DOI: 10.2337/dc07-0310.

A table elsewhere in this issue shows conventional and Système International (SI) units and conversion factors for many substances.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C Section 1734 solely to indicate this fact.

Received for publication February 14, 2007. Accepted for publication April 21, 2007.


    References
 TOP
 INTRODUCTION
 RESEARCH DESIGN AND METHODS--
 RESULTS--
 CONCLUSIONS--
 References
 

  1. Nauck MA, Meier JJ: Glucagon-like peptide 1 and its derivatives in the treatment of diabetes. Regul Pept 128:135–148, 2005[Medline]
  2. Chang AM, Jakobsen G, Sturis J, Smith MJ, Bloem CJ, An B, Galecki A, Halter JB: The GLP-1 derivative NN2211 restores ß-cell sensitivity to glucose in type 2 diabetic patients after a single dose. Diabetes 52:1786–1791, 2003[Abstract/Free Full Text]
  3. Degn KB, Juhl CB, Sturis J, Jakobsen G, Brock B, Chandramouli V, Rungby J, Landau BR, Schmitz O: One week's treatment with the long-acting glucagon-like peptide 1 derivative liraglutide (NN2211) markedly improves 24-h glycemia and {alpha}- and ß-cell function and reduces endogenous glucose release in patients with type 2 diabetes. Diabetes 53:1187–1194, 2004[Abstract/Free Full Text]
  4. Madsbad S, Brock B, Perrild H, Lervang HH, Kølendorf K, Krarup T, Schmitz O, Le-Thi T, Zdravkovic M, Vilsbøll T: Fourteen weeks of liraglutide therapy in subjects with type 2 diabetes significantly improves first phase insulin secretion and maximal beta-cell secretory capacity (Abstract). Diabetologia 49 (Suppl. 1):4, 2006
  5. Mari A, Tura A, Gastaldelli A, Ferrannini E: Assessing insulin secretion by modeling in multiple-meal tests: role of potentiation. Diabetes 51 (Suppl. 1):S221–S226, 2002
  6. Mari A, Schmitz O, Gastaldelli A, Oestergaard T, Nyholm B, Ferrannini E: Meal and oral glucose tests for the assessment of ß-cell function: modeling analysis in normal subjects. Am J Physiol Endocrinol Metab 283:E1159–E1166, 2002[Abstract/Free Full Text]
  7. Mari A, Nielsen LL, Nanayakkara N, DeFronzo RA, Ferrannini E, Halseth A: Mathematical modeling shows exenatide improved ß-cell function in patients with type 2 diabetes treated with metformin or metformin and a sulfonylurea. Horm Metab Res 38:838–844, 2006[Medline]

Add to CiteULike CiteULike   Add to Del.icio.us Del.icio.us   Add to Digg Digg   Add to Reddit Reddit   Add to Technorati Technorati    What's this?


This article has been cited by other articles:


Home page
J. Clin. Endocrinol. Metab.Home page
A. Mari, W. A. Scherbaum, P. M. Nilsson, G. Lalanne, A. Schweizer, B. E. Dunning, S. Jauffret, and J. E. Foley
Characterization of the Influence of Vildagliptin on Model-Assessed -Cell Function in Patients with Type 2 Diabetes and Mild Hyperglycemia
J. Clin. Endocrinol. Metab., January 1, 2008; 93(1): 103 - 109.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Extract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
dc07-0310v1
30/8/2032    most recent
Right arrow Purchase Article
Right arrow View Shopping Cart
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow Request Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Mari, A.
Right arrow Articles by Schmitz, O.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Mari, A.
Right arrow Articles by Schmitz, O.
Social Bookmarking
 Add to CiteULike   Add to Del.icio.us   Add to Digg   Add to Reddit   Add to Technorati  
What's this?


HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Diabetes Diabetes Care Clinical Diabetes Diabetes Spectrum