From pharmacokinetics to precision dosing: optimizing continuous infusion regimens of ciprofol for elderly patients
Jiaxi Zhu, Jing He, Bowen Zhong, Ying Cao, Xingan Zhang, Bo Xu

TL;DR
This study creates a model to optimize ciprofol dosing in elderly patients to achieve the right level of anesthesia.
Contribution
A validated population PK/PD model for ciprofol in elderly patients was developed to guide precision dosing.
Findings
A three-compartment model best described ciprofol's pharmacokinetics with significant covariates being body weight and age.
A sigmoid Emax model described the concentration-effect relationship with a rapid equilibration and an EC50 of 233.91 ng mL-1.
Simulations suggested a dosing regimen to maintain BIS values within the target range of 40–60.
Abstract
To develop and validate a population pharmacokinetic/pharmacodynamic (PK/PD) model for ciprofol in elderly surgical patients, delineating its pharmacokinetic profile and concentration-effect relationship to inform precision dosing. Twenty patients (aged ≥65 years) undergoing elective surgery were enrolled. We performed population PK/PD analysis using nonlinear mixed-effects modeling on 386 arterial blood samples and synchronized Bispectral Index (BIS) data. A linear three-compartment model and a sigmoid Emax model described the PK and PD (BIS), respectively. Covariates (age, weight, gender, and laboratory parameters) were tested via stepwise selection. Model performance was evaluated using goodness-of-fit plots, bootstrap (n = 1,000), and prediction-corrected visual predictive checks. Dosing regimens were optimized via Monte Carlo simulation. A three-compartment model best described…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAnesthesia and Sedative Agents · Blood Pressure and Hypertension Studies · Antibiotics Pharmacokinetics and Efficacy
