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Liu H, Li T, Yu H, Chen X, Li J, Tan H, Jia D, Yu Y. A phase-I randomized euglycemic clamp study to demonstrate the pharmacokinetic and pharmacodynamic equivalence of an insulin degludec biosimilar (B01411) with the reference product in healthy Chinese volunteers. Expert Opin Investig Drugs 2023; 32:773-781. [PMID: 37665683 DOI: 10.1080/13543784.2023.2254690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 08/30/2023] [Indexed: 09/06/2023]
Abstract
BACKGROUND B01411 is a biosimilar candidate manufactured by Jilin Huisheng Biopharmaceutical Co. Ltd for the reference insulin degludec (Tresiba) (IDeg). This study aimed to evaluate the pharmacokinetics (PK), pharmacodynamics (PD), and safety of the two IDeg products and to assess the PK/PD similarity of B01411 compared with the reference IDeg product. RESEARCH DESIGN & METHODS A single-center, single-dose, randomized, crossover, open-labeled, phase I, euglycemic clamp study in healthy Chinese subjects to examine the bioequivalence of B01411 (0.4 U/kg) compared with the reference IDeg product. Blood samples were collected at a predefined time for the analysis of blood glucose (BG), IDeg, and C-peptide concentrations. The glucose infusion rate (GIR) was adjusted to maintain the BG at approximately 0.28 mmol/L below baseline throughout the clamp. RESULTS Thirty-two subjects (20 males and 12 females) were enrolled, 31 of whom received both treatments. The 90% confidence intervals for the ratio of the least-squares geometric means for AUCIDeg,0-24 h, AUCGIR,0-24 h, IDegmax, and GIRmax were all in the range of 0.80-1.25. Only one adverse event of puncture site bruising occurred once in a subject in the B01411 group. CONCLUSION B01411 exhibited a pharmacokinetic and pharmacodynamic similarity to the reference product. Both IDeg products were well tolerated. CLINICAL TRIAL REGISTRATION http://www.chinadrugtrials.org.cn/index.html#. Identifier is CTR20192122.
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Affiliation(s)
- Hui Liu
- General Practice Ward/International Medical Center Ward, General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, China
| | - Ting Li
- Health Management Center, General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, China
| | - Hongling Yu
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Xinlei Chen
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Jiaqi Li
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Huiwen Tan
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Dejia Jia
- Department of Research and Development, Jilin Huisheng Biopharmaceutical Co. Ltd, Jilin, China
| | - Yerong Yu
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
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Wang Y, Zhou Y, Ding J, Li X, Guo F, Zhang J, Ding L. Pharmacokinetic and pharmacodynamic similarity evaluation between an insulin glargine biosimilar product and Lantus® in healthy subjects: Pharmacokinetic parameters of both parent insulin glargine and M1 were used as endpoints. Front Pharmacol 2022; 13:962201. [PMID: 36091767 PMCID: PMC9459017 DOI: 10.3389/fphar.2022.962201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 07/21/2022] [Indexed: 11/13/2022] Open
Abstract
Insulin glargine is a long-acting insulin analog, which plays an important role in the treatment of diabetes mellitus. Biosimilar products of insulin glargine can provide patients with additional safe, high-quality, and potentially cost-effective options for treating diabetes. This article presents a randomized, double-blind, single-dose, two-treatment, four-period, replicate crossover, euglycemic clamp study which was designed to evaluate the PK and PD similarity between the recombinant insulin glargine developed by Wanbang (test) and Lantus® (reference) in healthy volunteers. Subjects received subcutaneous administration of the insulin glargine formulation (0.4 U/kg) on two occasions for the test and reference drug, respectively, and a 20% dextrose solution was infused at variable rate to clamp the blood glucose concentrations at 0.3 mmol/L below the subjects’ fasting glucose for 24 h. Taking advantage of the improved sensitivity of the bioanalytical method applied and the solution of the matrix stability problem, the parent insulin glargine was determined in the vast majority of plasma samples using a fully validated UHPLC-MS/MS method. The PK characteristics of the parent insulin glargine were revealed for the first time: after subcutaneous injection, concentrations of the parent insulin glargine increased to a relative high level within 3 h, and then, a relatively flat concentration–time profile lasting for at least 12 h post-dose was observed. For the first time, the pharmacokinetic parameters of the parent insulin glargine were used as endpoints for similarity evaluation, which complied with the regulatory guidance better and made the similarity conclusion more powerful. The ratios of geometric means of all PK and PD endpoints were close to 100.00%. For the PK endpoints (AUC0–24h, Cmax, AUC0–12h, and AUC12–24h of the parent insulin glargine and its metabolite M1), the 90% confidence intervals of geometric mean ratios of test to reference were entirely contained within 80.00%–125.00%. For the PD endpoints [AUCGIR(0–24h), GIRmax, AUCGIR(0–12h), and AUCGIR(12–24h)], the 95% confidence intervals of geometric mean ratios of test to reference were entirely contained within 80.00%–125.00%. Based on the above mentioned results, it can be concluded that the PK and PD characteristics of the biosimilar drug developed by Wanbang are similar to those of Lantus.
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Affiliation(s)
- Yiya Wang
- Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, China
- Nanjing Clinical Tech Laboratories Inc., Nanjing, China
| | - Ying Zhou
- Beijing Fosun Pharmaceutical Technology Development Co., LTD, Beijing, China
| | - Juefang Ding
- Nanjing Jiening Pharmaceutical Technology Company, Nanjing, China
| | - Xianjing Li
- Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, China
| | - Fengxue Guo
- The Second Affiliated Hospital of Xingtai Medical College, Xingtai, China
| | - Jianfei Zhang
- Nanjing Yingfeng Pharmaceutical Technology Company, Nanjing, China
| | - Li Ding
- Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, China
- *Correspondence: Li Ding,
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Liu H, Li T, Yu H, Li J, Tan H, Yu Y. How to Achieve Sufficient Endogenous Insulin Suppression in Euglycemic Clamps Assessing the Pharmacokinetics and Pharmacodynamics of Long-Acting Insulin Preparations Employing Healthy Volunteers. Front Pharmacol 2022; 13:899798. [PMID: 35935883 PMCID: PMC9354408 DOI: 10.3389/fphar.2022.899798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 06/23/2022] [Indexed: 11/13/2022] Open
Abstract
The therapeutic effect of basal insulin analogs will be sustained at a rather low insulin level. When employing healthy volunteers to assess the pharmacokinetics (PK) and pharmacodynamics (PD) of long-acting insulin preparations by euglycemic clamp techniques, endogenous insulin cannot be ignored and sufficient endogenous insulin inhibition is crucial for the PD and/or PK assessment. This study aimed to explore a way to sufficiently inhibit endogenous insulin secretion. Healthy Chinese male and female volunteers were enrolled. After a subcutaneous injection of insulin glargine (IGlar) (LY2963016 or Lantus) (0.5 IU/kg), they underwent a manual euglycemic clamp for up to 24 h where the target blood glucose (BG) was set as 0.28 mmol/L below the individual’s baseline. Blood samples were collected for analysis of PK/PD and C-peptide. The subjects fell into two groups according to the reduction extent of postdose C-peptide from baseline. After matching for the dosage proportion of Lantus, there were 52 subjects in group A (C-peptide reduction<50%) and 26 in group B (C-peptide reduction≥50%), respectively. No significant difference was detected in age, body mass index, the proportion of Latus treatment and female participants. A lower basal BG was observed in group B compared to group A (4.35 ± 0.26 vs. 4.59 ± 0.22 mmol/L, p < 0.05). The clamp studies were all conducted with high quality (where BG was consistently maintained around the target and exhibited a low variety). The binary logistic regression analysis indicated low basal BG as an independent factor for the success of sufficient endogenous insulin suppression. In conclusion, setting a lower sub-baseline target BG (e.g., 10% instead of 5% below baseline) might be an approach to help achieve sufficient endogenous insulin suppression in euglycemic clamps with higher basal BG levels (e.g., beyond 4.60 mmol/L).
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Affiliation(s)
- Hui Liu
- General Practice Ward, General Practice Medical Center, Sichuan University West China Hospital, Chengdu, China
| | - Ting Li
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Hongling Yu
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Jiaqi Li
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Huiwen Tan
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Yerong Yu
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
- *Correspondence: Yerong Yu,
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Liu H, Yu H, Sun L, Qiao J, Li J, Tan H, Yu Y. Effects of Unsuppressed Endogenous Insulin on Pharmacokinetics and/or Pharmacodynamics of Study Insulin in the Healthy: A Retrospective Study. Clin Pharmacol Drug Dev 2022; 11:930-937. [PMID: 35384402 PMCID: PMC9546084 DOI: 10.1002/cpdd.1093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 02/28/2022] [Indexed: 02/05/2023]
Abstract
C‐peptide, a marker of endogenous insulin, should be consistently inhibited during euglycemic clamping, while an elevated postdosing C‐peptide (CPpostdosing) is not an occasional phenomenon. This was a retrospective study that included 33 men who underwent a manual euglycemic clamp with a subcutaneous injection of insulin aspart (IAsp) aiming to describe the effects of insufficient suppression of endogenous insulin on estimates of the pharmacokinetics and pharmacodynamics of injected insulin. The time profiles of whole blood glucose, human insulin, glucose infusion rate (GIR), and C‐peptide were recorded. The subjects were divided into 2 groups at a ratio of 2:1: group A ([CPpostdosing]max>baseline CP [CPbaseline]), group B ([CPpostdosing]max ≤ CPbaseline). The endogenous insulin was approximately equal to the measured value of human insulin or calculated from the C‐peptide. The basal glucose, CPbaseline, basal human insulin, homeostatic model assessment of insulin resistance, IAsp dose, and demographic statistics were all comparable between the 2 groups except the “clamped” glucose. The average clamped glucose was 99.7% (group A) and 94.9% (group B) of baseline. After correction for clamped glucose, GIR area under the concentration‐time curve from time 0 to 8 hours was higher in group A (P < .05) under comparable IAsp exposure. Endogenous insulin area under the concentration‐time curve from time 0 to 8 hours calculated from C‐peptide was different from that measured from human insulin in group A (P < .05), whereas no statistical difference between these measures was observed in group B. Hence, blood glucose should be controlled below the baseline to ensure the inhibition of endogenous insulin. Unsuppressed endogenous insulin may contribute to observed GIR, and the endogenous insulin–corrected pharmacokinetics estimated by C‐peptide may be inaccurate with insufficient endogenous insulin suppression.
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Affiliation(s)
- Hui Liu
- Department of General Practice, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hongling Yu
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lisi Sun
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jingtao Qiao
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiaqi Li
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Huiwen Tan
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yerong Yu
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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Tao Y, Zhu M, Pu J, Zhang P, Wan L, Tang C. Reduction in C-Peptide Levels and Influence on Pharmacokinetics and Pharmacodynamics of Insulin Preparations: How to Conduct a High-Quality Euglycemic Clamp Study. Front Pharmacol 2021; 12:786613. [PMID: 34925042 PMCID: PMC8675232 DOI: 10.3389/fphar.2021.786613] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/11/2021] [Indexed: 12/26/2022] Open
Abstract
Objective: The aim of the study was to investigate the different extent of inhibition of endogenous insulin secretion by the reduction of C-peptide levels in an euglycemic clamp study and its effects on the evaluation of pharmacokinetics, pharmacodynamics of insulin preparations, and quality of clamp study to determine the best reduction range of C-peptide levels. Methods: Healthy Chinese male volunteers were enrolled and underwent a single-dose euglycemic clamp test. Participants were subcutaneously injected with long-acting insulin glargine (0.4 IU/kg). Blood samples were collected pretest and up to 24 h post-test to assess pharmacokinetics (PK), pharmacodynamics (PD), and C-peptide levels. Results: We divided the 39 volunteers enrolled in the study into three groups according to the reduction of C-peptide levels: group A (ratio of C-peptide reduction <30%, n = 13), group B (ratio of C-peptide reduction between ≥ 30% and <50%, n = 15), and group C (ratio of C-peptide reduction ≥50%, n = 11); there were significant differences in the three groups (p = 0.000). The upper and lower limits of blood glucose oscillation in group C was statistically lower than the other groups, the range of oscillating glucose levels in group C was -17.0 ± 6.6% to -1.1 ± 6.7%. The AUC0-24 h in groups A, B, and C were 9.7 ± 2.2, 11.0 ± 2.9, and 11.9 ± 2.1 ng/ml × min, respectively, which indicated an increasing trend in the three groups (P trend = 0.041). For quality assessment, the average glucose (p = 0.000) and MEFTG (p = 0.001) levels in three groups were significantly different. Conclusion: The different extent of inhibition of endogenous insulin will influence the PK/PD of insulin preparations and the quality of the euglycemic clamp. Furthermore, the ratio of C-peptide reduction should be above 50% to free from the interference of endogenous insulin, and the range of blood glucose levels should be consistently maintained at -10% to 0 in the euglycemic clamp.
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Affiliation(s)
- Yi Tao
- Department of Phase I Clinical Trial Ward, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Mingxue Zhu
- Department of Phase I Clinical Trial Ward, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Junliang Pu
- Department of Phase I Clinical Trial Ward, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Peilin Zhang
- Department of Phase I Clinical Trial Ward, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Lei Wan
- Department of Phase I Clinical Trial Ward, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Chengyong Tang
- Department of Phase I Clinical Trial Ward, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Similar pharmacokinetics and pharmacodynamics of a new biosimilar and reference insulin aspart in healthy Chinese males. Sci Rep 2021; 11:9495. [PMID: 33947913 PMCID: PMC8096952 DOI: 10.1038/s41598-021-88782-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 03/19/2021] [Indexed: 02/05/2023] Open
Abstract
Insulin aspart (IAsp) is one of the main therapies used to control blood glucose after a meal. This study aimed to compare the pharmacokinetics (PK) and pharmacodynamics (PD) of 2 rapid-acting IAsp products: a new IAsp biosimilar (RD10046) and NovoRapid. In a single-center, randomized, single-dose, 2-period, crossover, euglycemic clamp study (registry number: CTR20180517, registration date: 2018-05-30), healthy Chinese males were randomized to receive 0.2 U/kg of the IAsp biosimilar RD10046 and NovoRapid under fasted conditions on two separate occasions. PK and PD were assessed for up to 10 h. Of the 30 randomized subjects, all 30 completed both treatment periods. The PK (area under the curve [AUC] of total IAsp; maximum observed IAsp concentration [Cmax]) and PD (maximum glucose infusion rate [GIRmax]; total glucose infusion during the clamp [AUCGIR,0–10h]) were similar between the new IAsp biosimilar RD10046 and NovoRapid. In all cases, the 90% CIs for the ratios of the geometric means were completely contained in the prespecified acceptance limits of 0.80–1.25. No hypoglycemic events, allergic reactions, or local injection adverse reactions occurred in this trial. We concluded that the studied IAsp biosimilar (RD10046) was bioequivalent to NovoRapid.
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Lu J, Zeng Y, Yi X, Zhang H, Zhu L, Jiang L, Li J, Zhou W, Zhu H, Xiong A. Pharmacodynamics and pharmacokinetics of a new type of recombinant insulin Lisargine injection. BMC Complement Med Ther 2020; 20:334. [PMID: 33167951 PMCID: PMC7653765 DOI: 10.1186/s12906-020-03110-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 10/08/2020] [Indexed: 11/10/2022] Open
Abstract
Background Recombinant insulin Lisargine is a new type of insulin. In this study, we aimed to compare its pharmacodynamic (PD) and pharmacokinetic (PK) with Lantus. Methods The PD test was performed by exploring the effect of single administration on blood glucose of normal rats and STZ-induced diabetic rats, and the effect of multiple administrations on blood glucose of STZ-induced diabetic rats. Further PD tests include receptor affinity test, receptor autophosphorylation test and adipocyte glucose uptake test. Four IU and 8 IU per dog Lisargine was used for PK test, insulin was measured and area under curve (AUC) was calculated. Results With single injection, Lisargine 1.5 IU/kg had significant hypoglycemic effects at 1 and 2 h, similar to that of Lantus. Lisargine 5 IU/kg and 10 IU/kg lowered the blood glucose of STZ-induced diabetic rats at 1, 2, 4 & 6 h significantly. With multiple injections, Lantus lowered blood glucose at 2, 4 & 6 h, Lisargine 2.5 IU/kg, 5 IU/kg, and 10 IU/kg lowered blood glucose at 2 & 4 h significantly, compared with vehicle. There was no difference for receptor affinity test, receptor autophosphorylation test and adipocyte glucose uptake test between Lisargine and Lantus. The PK of Lisargine and Lantus of healthy Beagle dogs was very similar. Conclusions This animal study demonstrated that PK and PD of Lisargine and Lantus were similar, suggesting the bioequivalence of these products.
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Affiliation(s)
- Jiangjie Lu
- Hefei Tianmai Biotechnology Development Co,. Ltd., Hefei, 230601, Anhui Province, China
| | - Yong Zeng
- TIPR Drug Assessment Co., Ltd, Tianjin, 300452, China
| | - Xiulin Yi
- TIPR Drug Assessment Co., Ltd, Tianjin, 300452, China
| | - Hongmei Zhang
- WuXi AppTec Co., Ltd (Headquarters), Shanghai, 200131, China
| | - Lin Zhu
- WuXi AppTec Co., Ltd (Suzhou), Suzhou, 215104, Jiangsu Province, China
| | - Lixin Jiang
- Hefei Tianmai Biotechnology Development Co,. Ltd., Hefei, 230601, Anhui Province, China
| | - Jing Li
- Hefei Tianmai Biotechnology Development Co,. Ltd., Hefei, 230601, Anhui Province, China
| | - Wei Zhou
- Hefei Tianmai Biotechnology Development Co,. Ltd., Hefei, 230601, Anhui Province, China
| | - Hong Zhu
- Hefei Tianmai Biotechnology Development Co,. Ltd., Hefei, 230601, Anhui Province, China
| | - Aijun Xiong
- Hefei Tianmai Biotechnology Development Co,. Ltd., Hefei, 230601, Anhui Province, China.
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Liu H, Yu H, Qiao J, Sun L, Li J, Tan H, Yu Y. Oscillations of C-peptide in the euglycemic clamp and their effect on the pharmacodynamic assessment of insulin preparations. Fundam Clin Pharmacol 2020; 35:771-780. [PMID: 33159695 DOI: 10.1111/fcp.12628] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 10/29/2020] [Accepted: 11/04/2020] [Indexed: 02/05/2023]
Abstract
C-peptide should be continuously suppressed. However, increased postdosing C-peptide is not an uncommon phenomenon in euglycemic clamp studies involving healthy participants. This study aimed to determine the extent to which the postdosing C-peptide increases from the baseline that could affect the accuracy of glucodynamics in euglycemic clamp studies involving healthy subjects. First, 10 healthy males underwent a 10-h euglycemic clamp without exogenous insulin administration to obtain a reference interval (RI) for the ratio of C-peptide after 0 min (CPt ) to baseline C-peptide (CP0 ). Then, the data from a pharmacokinetic and pharmacodynamic study of insulin aspart (IAsp) were analyzed, and 70 eligible clamps were grouped by CPt /CP0 : group A ([CPt /CP0 ]max > upper limit of RI), group B (1<[CPt /CP0 ]max ≤ upper limit of RI), and group C ([CPt /CP0 ]max ≤ 1). The differences in basal and clamped blood glucose, CPt /CP0 , and the pharmacokinetics and pharmacodynamics of IAsp were compared, and the relationship between elevated CPt and the accuracy of pharmacodynamics was analyzed. The RI of CPt /CP0 was 22.7%-152.1%; 1.5 × baseline might be a ceiling for the increase in CPt under stable conditions. The maximum glucose infusion rate (GIR) in group A tended to be higher than that in group B or C (Pfor trend = 0.033). The AUCGIR,0-10h in groups A, B, and C was 1983 ± 650,1682 ± 454, and 1479 ± 440 mg/kg (P = 0.047), respectively, under comparable IAsp exposure. No intergroup difference was detected in clamped glucose, IAsp dose, or body mass index. In conclusion, postdosing C-peptide over 1.5× baseline indicates insufficient inhibition of endogenous insulin secretion, which could compromise the pharmacodynamics of insulin preparations.
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Affiliation(s)
- Hui Liu
- Department of Endocrinology and Metabolism, West China Hospital of Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu, Sichuan, China
| | - Hongling Yu
- Department of Endocrinology and Metabolism, West China Hospital of Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu, Sichuan, China
| | - Jingtao Qiao
- Department of Endocrinology and Metabolism, West China Hospital of Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu, Sichuan, China
| | - Lisi Sun
- Department of Endocrinology and Metabolism, West China Hospital of Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu, Sichuan, China
| | - Jiaqi Li
- Department of Endocrinology and Metabolism, West China Hospital of Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu, Sichuan, China
| | - Huiwen Tan
- Department of Endocrinology and Metabolism, West China Hospital of Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu, Sichuan, China
| | - Yerong Yu
- Department of Endocrinology and Metabolism, West China Hospital of Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu, Sichuan, China
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