已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

Simultaneous Prediction of Area Under the Curves of Mycophenolic Acid and Its Metabolites and Enterohepatic Recirculation in Kidney Transplant Recipients

霉酚酸 药代动力学 一致性 霉酚酸酯 医学 治疗药物监测 采样(信号处理) 曲线下面积 预测区间 药理学 内科学 移植 统计 数学 计算机科学 计算机视觉 滤波器(信号处理)
作者
Moataz E. Mohamed,Abdelrahman Saqr,Guillaume C. Onyeaghala,Rory P. Remmel,Christopher Staley,Casey R. Dorr,Levi Teigen,Weihua Guan,Henry Madden,Julia Munoz,Bryan Sanchez,Duy Vo,Rasha El‐Rifai,William S. Oetting,Arthur J. Matas,Ajay K. Israni,Pamala A. Jacobson
出处
期刊:Therapeutic Drug Monitoring [Lippincott Williams & Wilkins]
卷期号:47 (6): 799-808
标识
DOI:10.1097/ftd.0000000000001336
摘要

BACKGROUND: Therapeutic drug monitoring of mycophenolic acid (MPA) is limited due to the requirement for intensive pharmacokinetic sampling to assess the area under the curve (AUC). Limited sampling strategies (LSS) offer a practical alternative; however, enterohepatic recirculation (EHR) affects prediction accuracy and precision. This study is the first to develop LSS models capable of simultaneously predicting the AUC of MPA, its metabolites [mycophenolic acid glucuronide (MPAG) and acyl mycophenolic acid glucuronide (Acyl-MPAG)], and MPA EHR in kidney transplant recipients (KTRs). METHODS: Intensive pharmacokinetic sampling was conducted in 84 adult KTRs receiving mycophenolate mofetil. MPA AUC 0-12 was calculated, and MPA EHR was determined. During the development of the LSS models, a balanced representation of patients with high and low EHR was ensured. Multiple linear regression was used to develop AUC prediction models for MPA, MPAG, and Acyl-MPAG, as well as an EHR prediction model. The best models were selected based on prediction performance, the highest prediction concordance, and the shortest interval between the first and last samples. RESULTS: Three models for AUC 0-12 prediction were identified, incorporating 4, 5, and 6 concentration timepoints. The LSS model with 6 concentrations demonstrated the best performance, with excellent prediction concordance (100% for MPA and MPAG, and 93% for Acyl-MPAG). The EHR prediction model included 4 concentrations and exhibited an ∼80% prediction concordance. An online calculator was developed for these models. CONCLUSIONS: The developed LSS models simultaneously predict MPA, MPAG, and Acyl-MPAG AUC 0-12 using the same timepoints with high accuracy and precision. MPA EHR can be predicted using 4 concentration timepoints. The inclusion of late concentration timepoints is essential for the high predictive performance of LSS models. CLINICAL TRIAL NOTATION: clinicaltrials.gov, NCT04953715.
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
可了完成签到 ,获得积分10
1秒前
天天快乐应助bbsheng采纳,获得10
2秒前
2秒前
迷路的穆完成签到,获得积分10
4秒前
Hello应助清爽的忆之采纳,获得10
5秒前
甜甜的紫菜完成签到 ,获得积分10
5秒前
dan完成签到,获得积分10
6秒前
羅马完成签到 ,获得积分10
7秒前
string发布了新的文献求助10
7秒前
你的小太阳完成签到 ,获得积分10
8秒前
满意的伊完成签到,获得积分10
9秒前
研友_VZG7GZ应助十一采纳,获得10
9秒前
10秒前
11秒前
科研通AI6.4应助xqxanadu采纳,获得10
11秒前
科研通AI6.4应助xqxanadu采纳,获得10
11秒前
13秒前
牛马完成签到,获得积分10
13秒前
乐乐乐乐乐乐完成签到 ,获得积分10
14秒前
摆烂ing完成签到,获得积分10
14秒前
17秒前
Kao应助科研通管家采纳,获得10
17秒前
Kao应助科研通管家采纳,获得10
17秒前
SAOTBLADE发布了新的文献求助10
17秒前
Lucas应助科研通管家采纳,获得10
17秒前
栖湖知鱼完成签到,获得积分10
17秒前
Kao应助科研通管家采纳,获得10
17秒前
辉明航完成签到 ,获得积分10
21秒前
21秒前
qianyixingchen完成签到 ,获得积分10
25秒前
辉明航关注了科研通微信公众号
25秒前
李明之发布了新的文献求助10
26秒前
horizon完成签到 ,获得积分10
26秒前
26秒前
天天快乐应助paramecium采纳,获得10
28秒前
科研通AI2S应助大钱OLIVE2122采纳,获得10
28秒前
强健的千柔完成签到,获得积分10
28秒前
路过地球完成签到 ,获得积分10
29秒前
知足的憨人*-*完成签到,获得积分10
30秒前
知足发布了新的文献求助10
31秒前
高分求助中
On lateral buckling of armouring wires in flexible pipes 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
Navigating Normative Orders. Interdisciplinary Perspectives 800
Essentials of Carbohydrate Chemistry and Biochemistry, 4th Edition 700
1 Peter and Christ's Descent to the Dead in Its Early Christian Reception 700
Organizational Behavior 510
Management and the Arts 510
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 7744502
求助须知:如何正确求助?哪些是违规求助? 9292363
关于积分的说明 20212456
捐赠科研通 7323244
什么是DOI,文献DOI怎么找? 3307612
关于科研通互助平台的介绍 2459471
邀请新用户注册赠送积分活动 2318537