Evidence map›Paper›PMID 41704278›Full record

ArticleFrontiers in pharmacology2026

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

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Trial
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jiaxi Zhu *Department of Anesthesiology, General Hospital of Southern Theater Command of PLA, Guangzhou, Guangdong, China.
Jing He *Department of Anesthesiology, General Hospital of Southern Theater Command of PLA, Guangzhou, Guangdong, China.
Bowen ZhongDepartment of Anesthesiology, General Hospital of Southern Theater Command of PLA, Guangzhou, Guangdong, China.
Ying CaoDepartment of Anesthesiology, General Hospital of Southern Theater Command of PLA, Guangzhou, Guangdong, China.
Xingan ZhangDepartment of Anesthesiology, General Hospital of Southern Theater Command of PLA, Guangzhou, Guangdong, China.
Bo XuDepartment of Anesthesiology, General Hospital of Southern Theater Command of PLA, Guangzhou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: 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. Methods: 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 ( Results: A three-compartment model best described the PK. The center volume (V Conclusion: A population PK/PD model for ciprofol in elderly patients was successfully established and validated. The model supports optimized, individualized dosing to achieve target anesthesia depth in this population.

Indexed as

ciprofolelderly patientspharmacodynamicspharmacokineticsthree-compartment model

Identifiers

PMID41704278
PMCPMC12907304

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.