1 Profil Institut für Stoffwechselforschung, Neuss, Germany
2 Novo Nordisk, Bagsvaerd, Denmark
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ABSTRACT |
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Daily clinical experience indicates that subcutaneous administration of insulin often does not result in a reproducible metabolic effect even when injected at the same dose under comparable conditions. Nonetheless, only few studies have assessed the variability of insulin absorption after subcutaneous administration (17), and even fewer have assessed the variability in the glucose-lowering effect of insulin. Thus, even though variability of the glucose-lowering effect is regarded as a major obstacle to achieving optimal metabolic control (810), our knowledge of the variability of insulin preparations is surprisingly scarce (11,12).
This is particularly true for basal insulin preparations. The few studies available report coefficients of variation (CVs) for within- and between-subject variability in the pharmacodynamic action of long-acting zinc insulin preparations to be between 35 and 55% (9) and even greater for NPH insulin (13). Compared with these findings, the variability (CV) of short-acting insulin preparations, which are reported in the range of "only" 2030% (10,11), are less of a concern. The development of the new long-acting insulin analogs such as insulin detemir and insulin glargine has raised the hope of concurrent lower within-subject variability. However, insulin glargine does not appear to provide any improvement in the within-subject variability compared with NPH insulin (8).
The aim of this study was to compare the within-subject variability in the glucose-lowering effect of the novel long-acting insulin analog insulin detemir with that of NPH insulin and insulin glargine. Insulin detemir [LysB29(N-tetradecanoyl) des(B30) human insulin] is the first of a new class of long-acting soluble insulin analogs. Its prolonged duration of action is attributable to a combination of increased self-association (hexamer stabilization and hexamer-hexamer interaction) and albumin binding due to acylation of the amino acid lysine in position B29 with a 14C fatty acid (myristic acid). Insulin detemir is highly albumin bound in the interstitial fluid and in plasma (14) and has been shown to elicit a protracted metabolic action, with a slow onset of action and a less pronounced peak of action compared with that observed for NPH insulin (15,16).
Absorption of insulin detemir, which is presented as a clear neutral solution (14), is dependent on neither appropriate resuspension before injection and dissolution of crystals in the subcutaneous tissue, as is the case for NPH insulin, nor on formation and dissolution of microprecipitates, as is the case for insulin glargine. Thus, insulin detemir should provide a more constant and reliable basal insulin supply than other basal insulin preparations. The aim of this study was to investigate whether the glucose-lowering effect of insulin detemir is more predictable than that of the two most often used basal insulin preparations, i.e., NPH insulin and insulin glargine.
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RESEARCH DESIGN AND METHODS |
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The subjects attended the study site in the morning after an overnight fast and were connected to a Biostator (glucose controlled insulin infusion system [GCIIS]; MTB Medizintechnik, Ulm, Germany) at least 4 h before trial drug administration. Throughout the clamp procedure the subjects remained fasting (apart from water) and in a supine position. Basal insulin could be taken 1224 h before trial drug administration, whereas no insulin could be taken in the morning of the dosing day.
Subjects received a variable intravenous infusion of human regular insulin in order to maintain a target blood glucose level of 100 mg/dl (5.5 mmol/l). The intravenous insulin infusion rate was lowered to a level where the blood glucose remained stable, and no glucose infusion was required 1 h before trial drug administration to avoid confounding the glucose-lowering effect of the trial drugs. On the first dosing day, the subjects were randomized to receive a single dose of 0.4 units/kg of either insulin detemir (100 units/ml; Novo Nordisk, Bagsvaerd, Denmark), NPH insulin (Insulatard, 100 IU/ml; Novo Nordisk), or insulin glargine (Lantus, 100 IU/ml; Aventis Pharma, Frankfurt, Germany) by subcutaneous injection into a lifted skinfold in the thigh. Each subject completing the trial underwent identical dosing-day procedures and received the same insulin preparation and dose on all four dosing days. NPH insulin was thoroughly resupended before administration. All injections were performed with a syringe by a person otherwise not involved in the study to keep the double-blind character of this study. The time interval between the study days was 521 days, during which the subjects reverted to their usual insulin treatment regimen.
Due to the glucose-lowering effect of the injected insulin, glucose had to be infused intravenously at some time point after dosing to prevent a decline in blood glucose. When the glucose infusion rate (GIR) increased >1 mg · kg1 · min1 for 10 min, the initial intravenous human insulin infusion was stopped. There were no relevant differences between treatments regarding the amount of insulin infused intravenously after trial drug administration (0.01 ± 0.012 units/kg [insulin detemir], 0.01 ± 0.010 IU/kg [NPH insulin], 0.01 ± 0.007 IU/kg [insulin glargine]). The GIR necessary to keep blood glucose levels constant was recorded every minute for 24 h postdosing. The euglycemic glucose clamp procedure was stopped earlier if blood glucose increased to >11.1 mmol/l (200 mg/dl) without any glucose having been administered for at least 30 min (glucose infusion was stopped by the Biostator when blood glucose concentrations exceeded the clamp level of 5.5 mmol/l for several minutes).
Blood samples for blood glucose and pharmacokinetic analyses (serum levels of insulin detemir, human insulin, or insulin glargine, depending on the study medication applied) were drawn at the following time points: 0 (immediately before the subcutaneous injection of the trial drug), 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14, 16, 20, 24, and 28 h postdosing.
Serum insulin detemir concentrations were measured using a specific enzyme-linked immunosorbent assay (ELISA) method (15), serum human insulin was measured using a commercially available insulin ELISA, and serum insulin glargine concentrations were measured using a combination of two commercially available ELISA kits (Mercodia Iso-insulin ELISA method and Dako ELISA). Calibrators, however, were prepared to obtain good correlation between the two assays. Using mass spectrometry, it was found that, within 1 h at 37°C, insulin glargine in human serum is degraded into Stabilin (Gly A21 human insulin). The exact insulin glargine concentration was calculated from the results of the Dako insulin ELISA (detecting only human insulin) and from the results obtained with the Mercodia Iso-insulin ELISA (detecting human insulin and insulin glargine). The lower limit of quantification was 25 pmol/l for insulin detemir, 11 pmol/l for human insulin, and 21 pmol/l for insulin glargine.
Statistical methods.
All statistical analyses were performed using SAS version 8.2 (SAS Institute, Cary, NC). The GIR profiles were smoothed using locally weighted regression (using the SAS procedure LOESS) to allow for the determination of the pharmacodynamic end points GIR-AUC(012 h), GIR-AUC(024 h), GIR-AUC(224 h) (areas under the glucose infusion rate profiles in the time intervals from 012, 024, and 224 h, respectively), GIRmax (maximum glucose infusion rate), and tGIRmax (time to GIRmax).
Pharmacodynamic end points were compared between treatments after log transformation using a mixed ANOVA model with trial drug and period included as fixed effects, subjects included as a random effect with variance depending on the treatment group, and an error term with a variance depending on the treatment group.
Pairwise comparisons of within-subject variances (expressed as CV and calculated as the square root of the within-subject variance) were made between insulin detemir and NPH insulin and between insulin detemir and insulin glargine. Ongoing metabolic effect of a trial drug beyond the clamp duration was defined as a glucose infusion rate >0.2 mg · kg1 · min1 in the time interval from 23 to 24 h postdosing.
The pharmacokinetic end points INS-AUC(012 h), INS-AUC(0), and maximal concentration (Cmax) were analyzed using an ANOVA mixed model separately for each insulin preparation.
Finally, 95% prediction intervals were calculated by subtracting and adding the estimated within-subject SD multiplied by 1.96 from the least-squared mean value (least-squared mean value 1.96 x SD; least-squared mean value + 1.96 x SD).
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RESULTS |
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Metabolic activity was ongoing after 24 h in 17 of 72 (24%) clamps performed with insulin detemir (7 different subjects), whereas NPH insulin showed ongoing activity in 10 of 69 (14%) clamps (5 different subjects) and insulin glargine in 25 of 64 (39%) clamps (14 different subjects).
The differences in within-subject variability between the insulin preparations are readily illustrated in the individual GIR profiles for the first nine subjects treated in each treatment group (Fig. 1). The GIR profiles for insulin detemir were generally more consistent over the four dosing days compared with those for NPH insulin and insulin glargine.
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Safety.
Subcutaneous administration was generally well tolerated for all three basal insulin preparations. Only three adverse events were regarded as being possibly and/or probably related to trial drug: one subject reported two events of swelling at the injection site (insulin detemir), and one subject reported one event of vomiting (NPH insulin). There were no clinically relevant safety findings in other safety parameters, including laboratory variables of hematology and biochemistry.
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DISCUSSION |
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The high within-subject variability in the pharmacodynamic action of available basal insulin preparations has been reported previously as CVs (for example, CVs for NPH insulin have ranged from 18 to 68% in different studies) (12). The wide range of CVs reported in different studies is probably due to the variety of methods used (radioactively labeled insulin [3,5], pharmacokinetic or pharmacodynamic measurements), differences regarding the number of replicate measurements (two to six [8,12,17,18]), and the injection site (thigh [13,18], upper arm [13], or abdomen [13]). The method to calculate variability also differs between studies. In this study, within-subject CV was calculated as the square root of the within-subject variance using logarithmically transformed end points. Calculating CVs in this way provides an unbiased estimate of the true within-subject variability, whereas the method that is usually used (CV = SD/mean) may result in an underestimation of the true within-subject variability (19,20). But even when using the usual approach based on the nonlog transformed data, within-subject variation is still lower with insulin detemir than with NPH insulin and insulin glargine (Novo Nordisk, data on file).
The high variability for NPH insulin observed here and reported in previous trials (13) may have been expected because NPH insulin is a suspension of crystals, and dissolution of crystals in the subcutaneous tissue is one of the sources of variation. Furthermore, it has been shown that the need to thoroughly resuspend the NPH insulin before injection is often disregarded by patients with diabetes (21), which clearly contributes to the high variability of NPH insulin in clinical practice (22). In this study, appropriate resuspension of NPH insulin was ensured by experienced clinical staff.
Considering that both long-acting insulin analogs, insulin detemir and insulin glargine, are presented as clear solutions, one might assume that both analogs would be associated with lower variability compared with NPH insulin. However, in a previous trial, no difference could be demonstrated between insulin glargine and NPH insulin (8). In contrast, the within-subject variability was substantially lower with insulin detemir than with both NPH insulin and insulin glargine in this trial. The observed difference in variability between the two insulin analogs may be related to the different modes of protraction. Insulin detemir stays in solution in the subcutaneous depot, in the circulation, and in the target tissues until interacting with the insulin receptor. Insulin glargine on the other hand forms microprecipitates after subcutaneous injection (23), which must redissolve before absorption can take place. Precipitation and redissolution are processes inherently associated with a substantial variability.
Due to the higher molar dose and binding to albumin, insulin detemir (1 unit = 24 nmol/l) is associated with higher serum concentrations than NPH insulin (1 IU = 6 nmol/l) and insulin glargine (1 IU = 6 nmol/l). Thus, for insulin detemir, in addition to the subcutaneous depot at the injection site, there are other depots related to albumin binding in plasma and interstitial fluid. The reversible albumin binding of insulin detemir is likely to contribute to the lower pharmacokinetic and pharmacodynamic variability by acting as a buffer against rapid or irregular changes for instance in insulin absorption. It is therefore not surprising that within-subject variability of the pharmacokinetics of insulin detemir were reported to be lower than those of NPH in an earlier trial (17).
The pharmacodynamic results observed in this study are in agreement with previously reported data for all three insulin preparations studied (15,2426). However, it should be noted that considerable variation in the individual profiles was observed between subjects (Fig. 1). It is striking that many subjects showed a characteristic response for any of the insulin preparations studied. The differences in the shape of the GIR profiles are rather small between the glucose clamps of one individual, but are huge between subjects receiving the same treatment. This finding has also been observed in other studies reporting individual data (8,11) and indicates a specific individual pattern of insulin absorption and action.
Potential limitations of the study design have to be taken into account when interpreting the results. One potential limitation is the fact that human insulin was infused during the initiation of the clamp procedure in order to maintain the clamp target before onset of the injected insulin. Although the actual level of infused insulin was small with all three insulin preparations (0.1 IU/kg), exclusion of GIR data from the first 2 h after administration [GIR-AUC(224 h)] had a marked effect on the estimates for within-subject variability compared with those for the entire GIR profile [GIR-AUC(024 h)], especially for NPH insulin and insulin glargine. While the CV for insulin detemir remained unchanged, the CVs for both NPH insulin and insulin glargine increased substantially (Table 2). One explanation for this observation could be that the within-subject CV for the effect over the first 2 h after injection is underestimated for NPH insulin and insulin glargine, due to a possible buffering effect related to the contribution of human insulin infusion (which was continued until GIR increased to >1 mg · kg1 · min1 for 10 min). Alternatively, it may be that the within-subject variability of the effects in the early phase (02 h) for NPH insulin and insulin glargine are lower than in the later phase (224 h), whereas insulin detemir is equally predictable during both phases.
Another potential limitation of the study design is that a fixed single dose of 0.4 units/kg was given. Although it cannot be ruled out that the CV might differ with dose level, the comparisons of within-subject variability are based on the ratio of CVs and are therefore unlikely to be affected by dose levels. Moreover, the dose was chosen as close as possible to the mean dose for both insulin detemir (0.37 units/kg) and NPH insulin (0.39 IU/kg) in the phase III program of insulin detemir (Novo Nordisk, data on file) and the median daily dose for insulin glargine in clinical trials (reported to be in a range of 1733 IU in type 1 diabetic patients [27], which should correspond to a dose close to 0.4 units/kg). It also seems unlikely that the single-dose condition affects the conclusions in this trial, since insulin detemir has been shown to reach steady-state already after two twice-daily injections (28) and no significant accumulation was found for insulin glargine in an earlier pharmacokinetic trial (29). These data indicate that there is no substantial difference in the overall pharmacodynamic effect between steady-state and single-dose conditions for the insulin preparations studied. Thus, the differences in variability between the insulin preparations are probably due to the different modes of protraction.
As could be expected, ongoing metabolic activity after 24 h was correlated within subjects. This was more pronounced for insulin detemir17 clamps with ongoing metabolic activity occurred in 7 patients compared with 10 clamps in 5 patients for NPH insulin and 25 clamps in 14 patients on insulin glargine. This suggests that the duration of action of insulin detemir and insulin glargine may be sufficient for once-daily use in a substantial number of patients. The duration of action of insulin detemir has been reported to be longer with higher doses in both single-dose and steady-state conditions (16,28).
To illustrate the potential clinical relevance of reduced variability, within-subject CVs are presented as prediction intervals, which by definition display 95% of the predicted values (Fig. 2). An estimate of the expected frequency of hyper- and hypoglycemia can be mathematically derived from the prediction intervals: a patient treated in a once-daily regimen with any of the three insulin preparations is likely to experience a 50% lower-than-usual average glucose-lowering effect of their basal insulin (putting them at risk of pronounced hyperglycemia) about twice a year with insulin detemir, 57 times a year with NPH insulin, and 27 times a year with insulin glargine. Similarly, the patient would experience an unusually pronounced maximum effect (potentially leading to hypoglycemia) about every second year with insulin detemir, 24 times a year with NPH insulin, and 10 times a year with insulin glargine. Although caution should be taken when making such extrapolations from experimental situations to clinical practice, it is worth noting that the predicted lower risk of hypoglycemia was in agreement with the results of treatment trials, which have consistently shown a reduction in the incidence of hypoglycemic episodes and a lower variation in fasting blood glucose compared with NPH insulin (3034). Taken together, these results indicate that the observed lower within-subject variability of insulin detemir may prove to be important for patients on insulin therapy, enabling improved metabolic control with less day-to-day fluctuations in blood glucose.
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ACKNOWLEDGMENTS |
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We thank Birgit Kronshage for her support with the statistical analysis of this study.
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FOOTNOTES |
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Address correspondence and reprint requests to Tim Heise, MD, Profil Institut für Stoffwechselforschung, Hellersbergstr. 9, D-41460 Neuss, Germany. E-mail: tim.heise{at}profil-research.de
Received for publication November 1, 2003 and accepted in revised form March 3, 2004
AUC, area under the curve; ELISA, enzyme-linked immunosorbent assay; GIR, glucose infusion rate; GIRmax, maximum GIR
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REFERENCES |
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