| Literature DB >> 31816193 |
Masanari Shiramoto1, Risa Nasu2, Tomonori Oura2, Makoto Imori2, Kenji Ohwaki2.
Abstract
AIMS/Entities:
Keywords: Insulin; Japanese; Type 1 diabetes mellitus
Mesh:
Substances:
Year: 2020 PMID: 31816193 PMCID: PMC7232298 DOI: 10.1111/jdi.13195
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Study design. Patients were randomized to one of two treatment sequences. In both periods, patients were discharged from the clinical research unit (CRU) after 1 day at the discretion of the investigator and after all assessments were completed. S.C., subcutaneous; T1DM, type 1 diabetes mellitus; URLi, ultra‐rapid lispro.
Patient baseline characteristics and demographics
| Characteristics |
Total ( |
|---|---|
| No. Japanese patients | 31 |
| Mean age, years (SD) | 39.5 (11.3) |
| Sex, | |
| Male | 13 (41.9%) |
| Female | 18 (58.1%) |
| Mean weight, kg (SD) | 59.62 (8.29) |
| Mean body mass index, kg/m2 (SD) | 22.85 (2.44) |
| Mean HbA1c, % (SD) | 7.55 (0.76) |
| Mean duration of type 1 diabetes mellitus, years (SD) | 17.93 (11.95) |
| Previous insulin therapy, | |
| Insulin aspart | 13 (41.9%) |
| Insulin glulisine | 2 (6.5%) |
| Insulin lispro | 7 (22.6%) |
| Insulin human injection, isophane | 29 (93.5%) |
HbA1c, glycated hemoglobin; SD, standard deviation.
Statistical analysis of insulin lispro pharmacokinetic parameters after administration of URLi and lispro
| Parameter |
URLi
|
Lispro
| Ratio of Geometric LS means URLi vs Lispro (95% CI) |
|
|---|---|---|---|---|
| Geometric LS means | ||||
| Early insulin lispro exposure | ||||
| AUC(0–15 min) (pmol h/L) | 102 | 21.2 | 4.80 (3.58, 6.43) | <0.0001 |
| AUC(0–30 min) (pmol h/L) | 319 | 132 | 2.43 (1.92, 3.07) | <0.0001 |
| AUC(0–1 h) (pmol h/L) | 770 | 526 | 1.46 (1.19, 1.80) | 0.0009 |
| Late insulin lispro exposure | ||||
| AUC(2–10 h) (pmol h/L) | 344 | 655 | 0.525 (0.34, 0.81) | 0.0050 |
| AUC(3–10 h) (pmol h/L) | 94.6 | 281 | 0.336 (0.19, 0.59) | 0.0005 |
| Overall insulin lispro exposure | ||||
|
| 1,091 | 930 | 1.17 (1.00, 1.37) | 0.0478 |
| AUC(0–∞) (pmol h/L) | 1,921 | 1,990 | 0.966 (0.80, 1.16) | 0.7040 |
AUC(0–∞) = area under the concentration vs time curve from time zero to infinity; AUC(0–15 min) = area under the concentration vs time curve from time zero to 15 min postdose; AUC(0–30 min) = area under the concentration vs time curve from time zero to 30 min postdose; AUC(0–1 h) = area under the concentration vs time curve from time zero to 1 h postdose; AUC(2–10 h) = area under the concentration vs time curve from time 2 to 10 h postdose; AUC(3–10 h) = area under the concentration vs time curve from time 3 to 10 h postdose; C max = maximum observed drug concentration; CI = confidence interval; LS = least squares; N = number of patients; PK = pharmacokinetic; URLi = ultra‐rapid lispro.
Model: Log(PK) = Period + Treatment + Sequence + Patient (Sequence) + Random Error, where Patient(Sequence) is fitted as a random effect.
Statistical analysis of insulin lispro pharmacokinetic time parameters after administration of ultra‐rapid lispro and lispro
| Parameter |
URLi
|
Lispro
|
Difference in LS means URLi vs lispro (95% CI) |
|
Ratio of LS means URLi vs lispro (95% CI) |
|---|---|---|---|---|---|
| LS mean ( | |||||
|
| 0.781 (31) | 0.980 (30) | −0.199 (−0.38, −0.01) | 0.0351 | 0.797 (0.63, 0.98) |
| Early 50% | 10.2 (31) | 23.3 (29) | −13.0 (−15.60, −10.50) | <0.0001 | 0.439 (0.37, 0.52) |
| Late 50% | 120 (31) | 148 (30) | −27.6 (−41.20, −14.10) | 0.0003 | 0.813 (0.73, 0.90) |
| Duration (min) | 373 (31) | 461 (30) | −88.2 (−116.00, −60.00) | <0.0001 | (0.75, 0.87) |
Model: pharmacokinetic = period + treatment + sequence + patient (sequence) + random error, where patient (sequence) is fitted as a random effect. The confidence intervals (CI) for the ratio were calculated using the Fieller’s theorem. P‐value is for the test of the mean difference. Duration, time from study drug administration until the serum insulin lispro concentrations reached the lower limit of quantification; Early 50% t max, time to early half‐maximal drug concentration; Late 50% t max, time to late half‐maximal drug concentration; LS, least squares; t max, time of maximum observed drug concentration; URLi, ultra‐rapid lispro.
Figure 2Mean insulin lispro concentrations after administration of ultra‐rapid lispro (URLi) and lispro. Mean insulin lispro concentration (±standard error) versus time by treatment after a 15‐U subcutaneous (s.c.) dose of URLi and a 15‐U s.c. dose of lispro for the duration of the clamp in (a) linear scale and (b) log scale; and for the first hour in (c) linear scale and (d) log scale.
Figure 3Mean glucose infusion rates versus time comparing a single dose of ultra‐rapid lispro (URLi) with lispro. Mean locally weighted scatterplot smoothing fits of weightnormalized glucose infusion rate versus time for a 15‐U subcutaneous (s.c.) dose of URLi compared with a 15‐U s.c. dose of lispro in Japanese patients with type 1 diabetes mellitus.
Statistical analysis of insulin lispro glucodynamic parameters after administration of ultra‐rapid lispro and lispro
| Parameter |
URLi
|
Lispro
|
Ratio of Geometric LS means URLi vs lispro (95% CI) |
|
|---|---|---|---|---|
| Geometric LS means | ||||
| Early insulin action | ||||
|
| 42.77 | 19.76 | 2.16 (1.68–2.86) | – |
|
| 191.84 | 122.12 | 1.57 (1.34–1.83) | <0.0001 |
|
| 555.88 | 434.90 | 1.28 (1.09–1.49) | 0.0033 |
| Late insulin action | ||||
|
| 698.30 | 873.57 | 0.80 (0.72–0.88) | – |
|
| 334.32 | 541.15 | 0.62 (0.53–0.70) | – |
|
| 119.48 | 287.60 | 0.42 (0.31–0.51) | – |
| Total insulin action | ||||
|
| 6.85 | 5.97 | 1.15 (1.02–1.29) | 0.0262 |
|
| 1,186.84 | 1,275.54 | 0.93 (0.79–1.09) | 0.3652 |
CI, confidence interval; G tot, weight‐normalized total glucose infused during clamp; G tot(0–1 h), weight‐normalized glucose infused between time zero and 1 h; G tot(0–2 h), weight‐normalized glucose infused between time zero and 2 h; G tot(0–30 min), weight‐normalized glucose infused between time zero and 30 min; G tot(2 h‐END), weight‐normalized glucose infused between time 2 h and the end of the clamp; G tot(3 h‐END), weight‐normalized glucose infused between time 3 h and the end of the clamp; G tot(4 h‐END), weight‐normalized glucose infused between time 4 h and the end of the clamp; LS, least squares; R max, weight‐normalized maximum glucose infusion rate; URLi, ultra‐rapid lispro.
When glucodynamic parameters included 0, the analysis was carried out without log transformation.
Least squares means; model: glucodynamic = period + treatment + sequence + patient (sequence) + random error, where patient (sequence) is fitted as a random effect.
Statistical analysis of insulin lispro glucodynamic time parameters after administration of ultra‐rapid lispro and lispro
| Parameter |
URLi
|
Lispro
|
Difference in LS means URLi vs lispro (95% CI) |
|
Ratio of LS means URLi vs lispro (95% CI) |
|---|---|---|---|---|---|
| LS mean | |||||
| tRmax (min) | 102.86 | 122.59 | −19.73 (−33.94, −5.52) | 0.0082 | 0.84 (0.74, 0.95) |
| Duration of action (min) | 302.77 | 371.21 | −68.44 (−97.88, −39.01) | <0.0001 | 0.82 (0.75, 0.89) |
| Early 50% tRmax (min) | 29.85 | 40.45 | −10.60 (−13.98, −7.21) | <0.0001 | 0.74 (0.68, 0.80) |
| Late 50% tRmax (min) | 211.81 | 261.96 | −50.15 (−66.93, −33.38) | <0.0001 | 0.81 (0.75, 0.87) |
|
| 16.83 | 23.20 | −6.37 (−9.71, −3.03) | 0.0003 | 0.73 (0.62, 0.86) |
Model: glucodynamic = period + treatment + sequence + patient (sequence) + random error, where patient (sequence) is fitted as a random effect The confidence interval (CI) for the ratio were calculated using the Fieller’s theorem. P‐value is for the test of the mean difference. Early 50% tRmax, time prior to tRmax when glucose infusion rate is half the maximum glucose infusion rate; Late 50% tRmax, time after tRmax when glucose infusion rate is half the maximum glucose infusion rate; LS, least squares; T onset, time of first positive glucose infusion rate; tRmax, time of the maximum glucose infusion rate; URLi, ultra‐rapid lispro.