Population pharmacokinetic modeling and simulation of huperzine A in elderly Chinese subjects
Aim: Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavai...
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| Published in | Acta pharmacologica Sinica Vol. 37; no. 7; pp. 994 - 1001 |
|---|---|
| Main Authors | , , , , , , , , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
London
Nature Publishing Group UK
01.07.2016
Nature Publishing Group |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1671-4083 1745-7254 1745-7254 |
| DOI | 10.1038/aps.2016.24 |
Cover
| Abstract | Aim:
Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavailable to date. Thus, we developed a population pharmacokinetic (PPK) model of huperzine A in elderly Chinese people, and identified the covariate affecting its pharmacokinetics for optimal individual administration.
Methods:
A total of 341 serum huperzine A concentration records was obtained from 2 completed clinical trials (14 elderly healthy subjects in a phase I pharmacokinetic study; 35 elderly AD patients in a phase II study). Population pharmacokinetic analysis was performed using the non-linear mixed-effect modeling software Phoenix NLME1.1.1. The effects of age, gender, body weight, height, creatinine, endogenous creatinine clearance rate as well as drugs administered concomitantly were analyzed. Bootstrap and visual predictive checks were used simultaneously to validate the final population pharmacokinetics models.
Results:
The plasma concentration-time profile of huperzine A was best described by a one-compartment model with first-order absorption and elimination. Age was identified as the covariate having significant influence on huperzine A clearance. The final PPK model of huperzine A was: CL (L/h)=2.4649
*
(age/86)
(−3.3856)
,
K
a
=0.6750 h
−1
, V (L)=104.216. The final PPK model was demonstrated to be suitable and effective by the bootstrap and visual predictive checks.
Conclusion:
A PPK model of huperzine A in elderly Chinese subjects is established, which can be used to predict PPK parameters of huperzine A in the treatment of elderly AD patients. |
|---|---|
| AbstractList | Aim: Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavailable to date. Thus, we developed a population pharmacokinetic (PPK) model of huperzine A in elderly Chinese people, and identified the covariate affecting its pharmacokinetics for optimal individual administration. Methods: A total of 341 serum huperzine A concentration records was obtained from 2 completed clinical trials (14 elderly healthy subjects in a phase I pharmacokinetic study; 35 elderly AD patients in a phase II study). Population pharmacokinetic analysis was performed using the non-linear mixed-effect modeling software Phoenix NLME1.1.1. The effects of age, gender, body weight, height, creatinine, endogenous creatinine clearance rate as well as drugs administered concomitantly were analyzed. Bootstrap and visual predictive checks were used simultaneously to validate the final population pharmacokinetics models. Results: The plasma concentration-time profile of huperzine A was best described by a one-compartment model with first-order absorption and elimination. Age was identified as the covariate having significant influence on huperzine A clearance. The final PPK model of huperzine A was: CL (L/h)=2.4649 super(*)(age/86) super((-3.3856)), K sub(a)=0.6750 h super(-1), V (L)=104.216. The final PPK model was demonstrated to be suitable and effective by the bootstrap and visual predictive checks. Conclusion: A PPK model of huperzine A in elderly Chinese subjects is established, which can be used to predict PPK parameters of huperzine A in the treatment of elderly AD patients. Aim: Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavailable to date. Thus, we developed a population pharmacokinetic (PPK) model of huperzine A in elderly Chinese people, and identified the covariate affecting its pharmacokinetics for optimal individual administration. Methods: A total of 341 serum huperzine A concentration records was obtained from 2 completed clinical trials (14 elderly healthy subjects in a phase I pharmacokinetic study; 35 elderly AD patients in a phase II study). Population pharmacokinetic analysis was performed using the non-linear mixed-effect modeling software Phoenix NLME1.1.1. The effects of age, gender, body weight, height, creatinine, endogenous creatinine clearance rate as well as drugs administered concomitantly were analyzed. Bootstrap and visual predictive checks were used simultaneously to validate the final population pharmacokinetics models. Results: The plasma concentration-time profile of huperzine A was best described by a one-compartment model with first-order absorption and elimination. Age was identified as the covariate having significant influence on huperzine A clearance. The final PPK model of huperzine A was: CL (L/h)=2.4649 * (age/86) (−3.3856) , K a =0.6750 h −1 , V (L)=104.216. The final PPK model was demonstrated to be suitable and effective by the bootstrap and visual predictive checks. Conclusion: A PPK model of huperzine A in elderly Chinese subjects is established, which can be used to predict PPK parameters of huperzine A in the treatment of elderly AD patients. Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavailable to date. Thus, we developed a population pharmacokinetic (PPK) model of huperzine A in elderly Chinese people, and identified the covariate affecting its pharmacokinetics for optimal individual administration. A total of 341 serum huperzine A concentration records was obtained from 2 completed clinical trials (14 elderly healthy subjects in a phase I pharmacokinetic study; 35 elderly AD patients in a phase II study). Population pharmacokinetic analysis was performed using the non-linear mixed-effect modeling software Phoenix NLME1.1.1. The effects of age, gender, body weight, height, creatinine, endogenous creatinine clearance rate as well as drugs administered concomitantly were analyzed. Bootstrap and visual predictive checks were used simultaneously to validate the final population pharmacokinetics models. The plasma concentration-time profile of huperzine A was best described by a one-compartment model with first-order absorption and elimination. Age was identified as the covariate having significant influence on huperzine A clearance. The final PPK model of huperzine A was: CL (L/h)=2.4649(*)(age/86)((-3.3856)), Ka=0.6750 h(-1), V (L)=104.216. The final PPK model was demonstrated to be suitable and effective by the bootstrap and visual predictive checks. A PPK model of huperzine A in elderly Chinese subjects is established, which can be used to predict PPK parameters of huperzine A in the treatment of elderly AD patients. Aim:Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavailable to date. Thus, we developed a population pharmacokinetic (PPK) model of huperzine A in elderly Chinese people, and identified the covariate affecting its pharmacokinetics for optimal individual administration.Methods:A total of 341 serum huperzine A concentration records was obtained from 2 completed clinical trials (14 elderly healthy subjects in a phase I pharmacokinetic study; 35 elderly AD patients in a phase II study). Population pharmacokinetic analysis was performed using the non-linear mixed-effect modeling software Phoenix NLME1.1.1. The effects of age, gender, body weight, height, creatinine, endogenous creatinine clearance rate as well as drugs administered concomitantly were analyzed. Bootstrap and visual predictive checks were used simultaneously to validate the final population pharmacokinetics models.Results:The plasma concentration-time profile of huperzine A was best described by a one-compartment model with first-order absorption and elimination. Age was identified as the covariate having significant influence on huperzine A clearance. The final PPK model of huperzine A was: CL (L/h)=2.4649* (age/86)(-3.3856) , Ka =0.6750 h-1 , V (L)=104.216. The final PPK model was demonstrated to be suitable and effective by the bootstrap and visual predictive checks.Conclusion:A PPK model of huperzine A in elderly Chinese subjects is established, which can be used to predict PPK parameters of huperzine A in the treatment of elderly AD patients. Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavailable to date. Thus, we developed a population pharmacokinetic (PPK) model of huperzine A in elderly Chinese people, and identified the covariate affecting its pharmacokinetics for optimal individual administration.AIMOur preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different pharmacokinetic features in elderly and young healthy subjects. However, its pharmacokinetic data in elderly subjects remains unavailable to date. Thus, we developed a population pharmacokinetic (PPK) model of huperzine A in elderly Chinese people, and identified the covariate affecting its pharmacokinetics for optimal individual administration.A total of 341 serum huperzine A concentration records was obtained from 2 completed clinical trials (14 elderly healthy subjects in a phase I pharmacokinetic study; 35 elderly AD patients in a phase II study). Population pharmacokinetic analysis was performed using the non-linear mixed-effect modeling software Phoenix NLME1.1.1. The effects of age, gender, body weight, height, creatinine, endogenous creatinine clearance rate as well as drugs administered concomitantly were analyzed. Bootstrap and visual predictive checks were used simultaneously to validate the final population pharmacokinetics models.METHODSA total of 341 serum huperzine A concentration records was obtained from 2 completed clinical trials (14 elderly healthy subjects in a phase I pharmacokinetic study; 35 elderly AD patients in a phase II study). Population pharmacokinetic analysis was performed using the non-linear mixed-effect modeling software Phoenix NLME1.1.1. The effects of age, gender, body weight, height, creatinine, endogenous creatinine clearance rate as well as drugs administered concomitantly were analyzed. Bootstrap and visual predictive checks were used simultaneously to validate the final population pharmacokinetics models.The plasma concentration-time profile of huperzine A was best described by a one-compartment model with first-order absorption and elimination. Age was identified as the covariate having significant influence on huperzine A clearance. The final PPK model of huperzine A was: CL (L/h)=2.4649(*)(age/86)((-3.3856)), Ka=0.6750 h(-1), V (L)=104.216. The final PPK model was demonstrated to be suitable and effective by the bootstrap and visual predictive checks.RESULTSThe plasma concentration-time profile of huperzine A was best described by a one-compartment model with first-order absorption and elimination. Age was identified as the covariate having significant influence on huperzine A clearance. The final PPK model of huperzine A was: CL (L/h)=2.4649(*)(age/86)((-3.3856)), Ka=0.6750 h(-1), V (L)=104.216. The final PPK model was demonstrated to be suitable and effective by the bootstrap and visual predictive checks.A PPK model of huperzine A in elderly Chinese subjects is established, which can be used to predict PPK parameters of huperzine A in the treatment of elderly AD patients.CONCLUSIONA PPK model of huperzine A in elderly Chinese subjects is established, which can be used to predict PPK parameters of huperzine A in the treatment of elderly AD patients. |
| Author | Zhang, Meng-qi Hu, Chao-ying Wang, Wei-liang Yu, Chen Lu, Chuan Wang, Yi-jun Xu, Hong-rong Sheng, Lei Liu, Yun Jia, Jing-yin Qu, Yi Li, Xue-ning Yan, Jing Liu, Gang-yi Wang, Hong-yi |
| Author_xml | – sequence: 1 givenname: Lei surname: Sheng fullname: Sheng, Lei organization: Department of Clinical Pharmacology, Zhongshan Hospital, Fudan University – sequence: 2 givenname: Yi surname: Qu fullname: Qu, Yi organization: Department of Geriatrics, Central Hospital of Shanghai Xuhui – sequence: 3 givenname: Jing surname: Yan fullname: Yan, Jing organization: Zhejiang Hospital – sequence: 4 givenname: Gang-yi surname: Liu fullname: Liu, Gang-yi organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 5 givenname: Wei-liang surname: Wang fullname: Wang, Wei-liang organization: Department of Geriatrics, Central Hospital of Shanghai Xuhui – sequence: 6 givenname: Yi-jun surname: Wang fullname: Wang, Yi-jun organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 7 givenname: Hong-yi surname: Wang fullname: Wang, Hong-yi organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 8 givenname: Meng-qi surname: Zhang fullname: Zhang, Meng-qi organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 9 givenname: Chuan surname: Lu fullname: Lu, Chuan organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 10 givenname: Yun surname: Liu fullname: Liu, Yun organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 11 givenname: Jing-yin surname: Jia fullname: Jia, Jing-yin organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 12 givenname: Chao-ying surname: Hu fullname: Hu, Chao-ying organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 13 givenname: Xue-ning surname: Li fullname: Li, Xue-ning organization: Department of Clinical Pharmacology, Zhongshan Hospital, Fudan University – sequence: 14 givenname: Chen surname: Yu fullname: Yu, Chen organization: Central Laboratory, Central Hospital of Shanghai Xuhui – sequence: 15 givenname: Hong-rong surname: Xu fullname: Xu, Hong-rong email: xu.hongrong@zs-hospital.sh.cn organization: Department of Clinical Pharmacology, Zhongshan Hospital, Fudan University |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/27180987$$D View this record in MEDLINE/PubMed |
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| CitedBy_id | crossref_primary_10_1016_j_apmt_2024_102197 crossref_primary_10_2147_DDDT_S327506 crossref_primary_10_3389_fphar_2019_00832 crossref_primary_10_1080_17425255_2020_1779700 crossref_primary_10_1038_s41401_019_0257_1 |
| Cites_doi | 10.1002/bmc.938 10.1212/WNL.0b013e318216eb7b 10.1016/j.lfs.2013.01.029 10.1007/BF03191002 |
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| References_xml | – volume: 22 start-page: 354 year: 2008 end-page: 60 ident: CR10 article-title: Determination of huperzine A in human plasma by liquid chromatography-electrospray tandem mass spectrometry: application to a bioequivalence study on Chinese volunteers publication-title: Biomed Chromatogr doi: 10.1002/bmc.938 – volume: 25 start-page: 693 year: 2006 end-page: 5 ident: CR6 article-title: Evaluation of clinical effect and safety of huperzine A in treating 52 Alzheimer's disease publication-title: Chin J New Drugs Clin Rem – volume: 31 start-page: 581 year: 2014 end-page: 3 ident: CR2 article-title: Clinical effect of huperzine A microemulsion cataplasm to Alzheimer patients by Governor vessel acu-points publication-title: Clin J Mod Appl Pharm – ident: CR4 – volume: 16 start-page: 396 year: 1995 end-page: 8 ident: CR9 article-title: Pharmacokinetics of tablet huperzine A in six volunteers publication-title: Acta Pharmacol Sin – volume: 76 start-page: 1389 year: 2011 end-page: 94 ident: CR7 article-title: A phase II trial of huperzine A in mild to moderate Alzheimer disease publication-title: Neurology doi: 10.1212/WNL.0b013e318216eb7b – volume: 31 start-page: 728 year: 2012 end-page: 31 ident: CR11 article-title: Quantitation of huperzine A in human plasma by LC-MS/MS for elderly population publication-title: Clin J New Drugs Clin Remedies – volume: 31 start-page: 737 year: 2012 end-page: 42 ident: CR3 article-title: Meta-analysis of efficacy and safety of huperzine A for treatment of Alzheimer's disease publication-title: Chin J New Drugs Clin Rem – volume: 82 start-page: 941 year: 2002 end-page: 4 ident: CR5 article-title: Clinical efficacy and safety of huperzine Alpha in treatment of mild to moderate Alzheimer disease, a placebo-controlled, double-blind, randomized trial publication-title: Zhonghua Yi Xue Za Zhi – volume: 92 start-page: 701 year: 2013 end-page: 7 ident: CR1 article-title: Huperzine A, but not tacrine, stimulates S100B secretion in astrocyte cultures publication-title: Life Sci doi: 10.1016/j.lfs.2013.01.029 – volume: 32 start-page: 183 year: 2007 end-page: 7 ident: CR8 article-title: Pharmacokinetics of huperzine A following oral administration to human volunteers publication-title: Eur J Drug Metab Pharmacokinet doi: 10.1007/BF03191002 – volume: 32 start-page: 183 year: 2007 ident: BFaps201624_CR8 publication-title: Eur J Drug Metab Pharmacokinet doi: 10.1007/BF03191002 – volume: 31 start-page: 581 year: 2014 ident: BFaps201624_CR2 publication-title: Clin J Mod Appl Pharm – volume: 31 start-page: 737 year: 2012 ident: BFaps201624_CR3 publication-title: Chin J New Drugs Clin Rem – volume: 22 start-page: 354 year: 2008 ident: BFaps201624_CR10 publication-title: Biomed Chromatogr doi: 10.1002/bmc.938 – volume: 82 start-page: 941 year: 2002 ident: BFaps201624_CR5 publication-title: Zhonghua Yi Xue Za Zhi – volume: 25 start-page: 693 year: 2006 ident: BFaps201624_CR6 publication-title: Chin J New Drugs Clin Rem – ident: BFaps201624_CR4 – volume: 92 start-page: 701 year: 2013 ident: BFaps201624_CR1 publication-title: Life Sci doi: 10.1016/j.lfs.2013.01.029 – volume: 76 start-page: 1389 year: 2011 ident: BFaps201624_CR7 publication-title: Neurology doi: 10.1212/WNL.0b013e318216eb7b – volume: 16 start-page: 396 year: 1995 ident: BFaps201624_CR9 publication-title: Acta Pharmacol Sin – volume: 31 start-page: 728 year: 2012 ident: BFaps201624_CR11 publication-title: Clin J New Drugs Clin Remedies – reference: 8701751 - Zhongguo Yao Li Xue Bao. 1995 Sep;16(5):396-8 – reference: 23399701 - Life Sci. 2013 Apr 9;92(12):701-7 – reference: 21502597 - Neurology. 2011 Apr 19;76(16):1389-94 – reference: 12181083 - Zhonghua Yi Xue Za Zhi. 2002 Jul 25;82(14):941-4 – reference: 17939152 - Biomed Chromatogr. 2008 Apr;22(4):354-60 – reference: 18348466 - Eur J Drug Metab Pharmacokinet. 2007 Oct-Dec;32(4):183-7 |
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Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits... Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits different... Aim:Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits... Aim: Our preliminary results show that huperzine A, an acetylcholinesterase inhibitor used to treat Alzheimer's disease (AD) patients in China, exhibits... |
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| Title | Population pharmacokinetic modeling and simulation of huperzine A in elderly Chinese subjects |
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