Optimizing ribociclib dosing in breast cancer with brain metastasis patients using a physiologically based pharmacokinetic model

This study aimed to determine the optimal dosing strategy for ribociclib (RIB) in patients with breast cancer and brain metastasis (BCBM) by using a developed and validated physiologically based pharmacokinetic (PBPK) model. A population PBPK model for RIB was established by integrating its physicochemical properties, pharmacokinetic (PK) data, cyclin-dependent kinase 4/6 (CDK4/6) occupancy profiles, and the physiological characteristics of the BCBM population. The predictive performance of the PBPK model was verified against data from two clinical plasma PK studies and two cerebrospinal fluid (CSF) PK studies. The PBPK model demonstrated concordance with observed clinical data. All predicted-to-observed ratios for plasma AUC, Cmax, Cmin, and RIB concentrations in CSF fell within the acceptable 2-fold range (0.5–2.0), with only one exception of 0.43. Furthermore, the model predicted the CSF-to-plasma unbound concentration ratio (Kp, uu), with values closely aligning with clinical observations (400 mg: predicted 0.99 vs. observed 1.22; 600 mg: predicted 1.03 vs. observed 1.29; 900 mg: predicted 1.10 vs. mean observed 1.63). The PBPK model identified CYP3A4/FMO3 (Flavin-containing monooxygenase 3) concentrations, ABCB1 expression, and plasma albumin levels as key physiological parameters governing intracranial Cmin and CDK4/6 occupancy. Based on these simulations, a regimen of 300 mg twice daily (BID) was identified as the optimal dosing strategy for RIB in BCBM patients, with > 90% mean intracranial CDK4/6 occupancy and safety mean Cmin threshold. This study successfully developed and applied a population PBPK model to simulate the PK and pharmacodynamic profiles of RIB. The model proved to be a robust tool for identifying a rational, optimized dosing regimen specifically for BCBM patients.

Authors

Institutions

Publication Details

Journal
BMC Cancer
Published
2026-01-13
DOI
https://doi.org/10.1186/s12885-026-15561-x
Primary Topic
Advanced Breast Cancer Therapies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing ribociclib dosing in breast cancer with brain metastasis patients using a physiologically based pharmacokinetic model

C. Zhang, Jiawei Ren, S Li, Xiaohui Wen
BMC Cancer
Advanced Breast Cancer Therapies
article

Optimizing ribociclib dosing in breast cancer with brain metastasis patients using a physiologically based pharmacokinetic model

C. Zhang, Jiawei Ren, S Li, Xiaohui Wen
article en

Abstract

This study aimed to determine the optimal dosing strategy for ribociclib (RIB) in patients with breast cancer and brain metastasis (BCBM) by using a developed and validated physiologically based pharmacokinetic (PBPK) model. A population PBPK model for RIB was established by integrating its physicochemical properties, pharmacokinetic (PK) data, cyclin-dependent kinase 4/6 (CDK4/6) occupancy profiles, and the physiological characteristics of the BCBM population. The predictive performance of the PBPK model was verified against data from two clinical plasma PK studies and two cerebrospinal fluid (CSF) PK studies. The PBPK model demonstrated concordance with observed clinical data. All predicted-to-observed ratios for plasma AUC, Cmax, Cmin, and RIB concentrations in CSF fell within the acceptable 2-fold range (0.5–2.0), with only one exception of 0.43. Furthermore, the model predicted the CSF-to-plasma unbound concentration ratio (Kp, uu), with values closely aligning with clinical observations (400 mg: predicted 0.99 vs. observed 1.22; 600 mg: predicted 1.03 vs. observed 1.29; 900 mg: predicted 1.10 vs. mean observed 1.63). The PBPK model identified CYP3A4/FMO3 (Flavin-containing monooxygenase 3) concentrations, ABCB1 expression, and plasma albumin levels as key physiological parameters governing intracranial Cmin and CDK4/6 occupancy. Based on these simulations, a regimen of 300 mg twice daily (BID) was identified as the optimal dosing strategy for RIB in BCBM patients, with > 90% mean intracranial CDK4/6 occupancy and safety mean Cmin threshold. This study successfully developed and applied a population PBPK model to simulate the PK and pharmacodynamic profiles of RIB. The model proved to be a robust tool for identifying a rational, optimized dosing regimen specifically for BCBM patients.

BMC CancerVol. 26(1)
North China Electric Power University (CN), Beijing Chao-Yang Hospital, Capital Medical University (CN), Yang Hospital (KR), Beijing Chaoyang Emergency Medical Center (CN)
Good health and well-being
Openalex Percentile: Top 89%
Advanced Breast Cancer Therapies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.