Mechanistic PK/PD modeling of the simultaneous effects of bepirovirsen on hepatitis B surface antigen (HBsAg) and ALT in participants with chronic hepatitis B infection to support Phase 3 study design

乙型肝炎表面抗原 乙型肝炎 医学 抗原 慢性肝炎 免疫学 病毒学 乙型肝炎病毒 病毒
作者
Mohamed A. Ismail,Ahmed Nader,Amir Youssef,Mindy Magee,Dickens Theodore,Rob Elston,Melanie Paff,Donald E. Mager
标识
DOI:10.70534/vtrv2963
摘要

Objectives: Bepirovirsen, an antisense oligonucleotide that targets all hepatitis B virus (HBV) RNAs, reduced hepatitis B surface antigen (HBsAg) levels in Phase 2 studies in participants with chronic HBV infection. Transient increases in alanine aminotransferase (ALT) were often observed concurrent with HBsAg reduction.[1] The objectives of this work were to develop a mechanistic pharmacokinetic/pharmacodynamic (PK/PD) model to describe the effects of bepirovirsen on HBsAg and ALT, identify predictors of response, and to perform model-based simulations to inform Phase 3 study design. Methods: The models for PK, HBsAg, and ALT were developed sequentially using data from Phase 2a (GSK 205695/NCT02981602; n=31) and 2b (GSK B-Clear 209668/NCT04449029; n=455) studies in participants with chronic HBV infection. Population modeling was performed using NONMEM interfaced with the Finch Studio NONMEM workbench.[2] Model simulations were performed in R using mrgsolve. A three-compartment PK model was used to describe the pharmacokinetics of bepirovirsen. An indirect-response model with transit compartments and inhibition on production was used to develop the PK-HBsAg model. The PK-HBsAg-ALT model was adapted from a general model for drug induced ALT release [3], and altered to incorporate mechanisms of ALT release driven by direct and indirect (driven by reduction in HBsAg) effects of bepirovirsen on hepatocyte cell death. Results: The model accurately predicted the time-course of changes in bepirovirsen PK, HBsAg, and ALT levels. Baseline HBsAg was a significant predictor of response to bepirovirsen treatment (covariate on IC50). In simulations of predicted response versus baseline HBsAg, lower baseline HBsAg increased the estimated percentage of participants achieving a sustained HBsAg suppression off-treatment. Age (as a continuous covariate) and concomitant nucleos(t)ide therapy were statistically significant covariates on baseline HBsAg level. Model results indicated that ALT increases were primarily driven by HBsAg reduction rather than a direct drug effect. Conclusion: In conclusion, this semi-mechanistic PK/PD model describing the relationships between bepirovirsen PK, HBsAg, and ALT provides key insights into bepirovirsen efficacy in treatment of chronic HBV infection and key predictors of response. Overall, simulations using this model support the use of bepirovirsen 300 mg per week for 24 weeks and the enrolment of participants with baseline HBsAg ≤3000 IU/mL in Phase 3 clinical trials to maximize the benefit of bepirovirsen treatment in Phase 3 studies. Funding: GSK (studies 205695, 209668)Citations: [1] Yuen MF, et al. Efficacy and Safety of Bepirovirsen in Chronic Hepatitis B Infection. N Engl J Med. [2] Ismail MHI, et. al. Finch studio: a next generation NONMEM modeling workbench. [3] Li J, et. al. A general model for cell death and biomarker release from injured tissues. J Pharmacokinet Pharmacodyn.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
2秒前
2秒前
2秒前
小苏发布了新的文献求助10
3秒前
3秒前
4秒前
4秒前
5秒前
AI4NEXT发布了新的文献求助30
6秒前
幽默的冰之完成签到,获得积分10
6秒前
曹健应助lemon采纳,获得20
8秒前
俭朴夜云发布了新的文献求助10
8秒前
lingyu完成签到,获得积分10
9秒前
粗暴的达完成签到,获得积分10
9秒前
背后灵寒发布了新的文献求助10
9秒前
thanhmanhp完成签到,获得积分10
9秒前
六八应助龙仔采纳,获得10
10秒前
微笑千凝应助LHH采纳,获得10
12秒前
lixinglei应助俊逸如风采纳,获得20
13秒前
俭朴夜云完成签到,获得积分20
14秒前
现代秋白完成签到,获得积分10
14秒前
派大星发布了新的文献求助10
14秒前
哈哈哈完成签到,获得积分10
15秒前
15秒前
chifer完成签到 ,获得积分10
15秒前
frank应助一只柯基采纳,获得10
16秒前
Ashe发布了新的文献求助10
16秒前
18秒前
18秒前
19秒前
英俊的铭应助扶绥采纳,获得10
21秒前
21秒前
张欢馨应助自卑的陀螺采纳,获得10
22秒前
23秒前
所所应助派大星采纳,获得10
23秒前
HK发布了新的文献求助10
24秒前
科研通AI2S应助LHH采纳,获得10
24秒前
Kieran关注了科研通微信公众号
25秒前
Ai_niyou发布了新的文献求助20
26秒前
高分求助中
Markov Chain Monte Carlo 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 5000
Pediatric Dermoscopy Trichoscopy & Onychoscopy 2030
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
Handbuch Trainingswissenschaft – Trainingslehre 500
Additive Manufacturing Design and Applications (ASM Handbook, Volume 24A) 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7576346
求助须知:如何正确求助?哪些是违规求助? 9155933
关于积分的说明 19587431
捐赠科研通 7160381
什么是DOI,文献DOI怎么找? 3264993
关于科研通互助平台的介绍 2430152
邀请新用户注册赠送积分活动 2255622