| Literature DB >> 34773608 |
Marshall Grant1, Tim Heise2, Robert Baughman3.
Abstract
BACKGROUND: This study was performed to satisfy a US Food and Drug Administration post-marketing requirement to compare the dose responses for Technosphere® Insulin (TI; MannKind Corporation, Westlake Village, CA, USA) and subcutaneous insulin lispro (LIS) across a wide range of doses.Entities:
Mesh:
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Year: 2021 PMID: 34773608 PMCID: PMC8891188 DOI: 10.1007/s40262-021-01084-0
Source DB: PubMed Journal: Clin Pharmacokinet ISSN: 0312-5963 Impact factor: 5.577
Fig. 1Pharmacokinetic and pharmacodynamic comparison of Technosphere Insulin (TI) and insulin lispro (LIS). a TI mean concentration profiles, b LIS mean concentration profiles, c TI mean glucose infusion rate (GIR) profiles and d LIS mean GIR profiles
Summary of PK/PD parameters by dose
| TI | LIS | |||||
|---|---|---|---|---|---|---|
| Parameter (SD) | 10 U | 30 U | 120 U | 8 U | 30 U | 90 U |
| 31.6 (16.2) | 110.1 (62.2) | 582.3 (254.9) | 50.3 (16.6) | 154.3 (47.2) | 537.7 (250.2) | |
| tmax, min | 17.2 (31.6) | 14.7 (4.1) | 18.6 (5.7) | 73.0 (30.4) | 79.1 (30.2) | 94.7 (24.1) |
| AUClast, min·μU/mL | 1337 (766) | 5381 (2907) | 34,727 (15,562) | 6942 (1863) | 25,018 (7313) | 95,330 (29,723) |
| MRT, min | 37.2 (17.8) | 46.1 (13.0) | 59.6 (12.3) | 117.6 (25.9) | 143.0 (30.3) | 165.2 (42.1) |
| GIRmax, mg/kg/min | 2.2 (1.1) | 6.1 (2.9) | 10.8 (2.7) | 5.1 (2.5) | 10.9 (3.3) | 14.6 (3.6) |
| tGIRmax, min | 33.4 (12.7) | 42.6 (12.8) | 55.0 (18.9) | 112.3 (41.2) | 148.7 (44.2) | 192.0 (60.5) |
| GIR AUC, mg/kg | 107.4 (74.8) | 397.1 (201.5) | 1581.4 (464.4) | 701.1 (355.5) | 2306.8 (744.2) | 4554.1 (1222.5) |
| tonset, mina | 13.5 (11.0) ( | 11.7 (7.0) ( | 6.0 (3.2) ( | 31.9 (21.6) ( | 21.0 (10.7) ( | 21.3 (10.1) ( |
| tGIRend, min | 109.0 (61.7) | 186.7 (78.2) | 384.6 (133.9) | 301.0 (75.0) | 435.0 (82.6) | 589.1 (118.1) |
AUC area under the concentration vs time curve from time 0 to the last measurable concentration, C maximum concentration, GIR glucose infusion rate, GIR maximum GIR, LIS insulin lispro, PK/PD pharmacokinetic/pharmacodynamic, SD standard deviation, t time to end of effect (taken to be the end of glucose infusion), t time to GIRmax, TI Technosphere Insulin, t time to Cmax, t time to onset of effect (estimated as the time required to reach 10% of GIRmax; only values >0 minutes were included)
aAt low doses where GIRmax was also low, GIR(t=0) sometimes exceeded 10% GIRmax. These values were excluded from the calculation. The value of n in parentheses is the number of values used to compute the summary statistics
Fig. 2Dose dependence of key pharmacokinetic/pharmacodynamic summary parameters. a Insulin exposure (area under the concentration vs time curve from time 0 to the last measurable concentration [AUClast]), b insulin effect (glucose infusion rate area under the concentration vs time curve [GIR AUC]), c mean residence time (MRT), and d duration of effect (time to end of effect [taken to be the end of glucose infusion]) [tGIRend]. Solid curves are best fits calculated on log-transformed coordinates (lnY vs lnDose). LIS insulin lispro, TI Technosphere Insulin
Fig. 3Maximum effect (Emax) models for maximum glucose infusion rate (GIRmax). a GIRmax vs dose. Parameter estimates (standard error): Emax = 17.3 (0.9) mg/kg/min; median effective dose of insulin lispro (LIS) = 18.2 (3.0) U; median effective dose of Technosphere Insulin (TI) = 63.8 (8.8) U; γ = 1. b GIRmax vs maximum concentration (Cmax). Parameter estimates (standard error): Emax,LIS = 16.0 (0.9) mg/kg/min; Emax,TI = 11.5 (0.7) mg/kg/min; half-maximal effective concentration = 84.8 (10.1) µU/mL; γ = 1.37 (0.19). Solid curves represent best-fit curves. Dashed lines represent Emax
Fig. 4Pharmacodynamic effect as a function of insulin exposure. a Comparison of models based on treatment and area under the concentration vs time curve from time 0 to the last measurable concentration (AUClast) [solid curves] and AUClast and mean residence time (MRT) [dashed curves]—log-log plot, b comparison of models based on treatment and AUClast (solid curves) and AUClast and MRT (dashed curves)—linear coordinates, c scatter plot for model with treatment and AUClast, and d scatter plot for model with AUClast and MRT. AUC area under the concentration vs time curve, GIR glucose infusion rate, LIS insulin lispro, TI Technosphere Insulin
Fig. 5Comparison of pharmacokinetic (PK) and pharmacodynamic profiles at comparable insulin exposure. a Mean PK profiles (n = 5) with area under the concentration vs time curve from time 0 to the last measurable concentration (AUClast) = 6537 (638) min∙µU/mL (Technosphere Insulin [TI]) and 6538 (65) min∙µU/mL (insulin lispro [LIS]), b mean PK profiles (n = 5) with AUClast = 61,489 (7327) min∙µU/mL (TI) and 61,371 (9082) min∙µU/mL (LIS), c mean glucose infusion rate (GIR) profiles corresponding to the mean PK profiles in (a), and d mean GIR profiles corresponding to the mean PK profiles in (b)
| When the pharmacodynamic response is saturable, doubling a high dose (concentration) does not double the effect. |
| Faster absorption of the drug produces higher concentrations and shorter durations, further reducing the effect. |
| For insulin, the response to ultrarapid absorption, such as for intravenous bolus or inhaled Technosphere Insulin, is so different from subcutaneously injected regular human insulin and rapid-acting analogs that much higher doses are required for the same total effect. |