Translational PK–PD model for in vivo CAR‐T‐cell therapy delivered using CAR mRNA‐loaded polymeric nanoparticle vector

Autologous chimeric antigen receptor (CAR) T-cell therapy has demonstrated remarkable response rates, yet its widespread implementation is hindered by logistical, financial, and physical constraints. Additionally, challenges such as poor persistence and allorejection are associated with allogeneic cell therapies. An innovative approach involves in vivo transduction of endogenous T-cells through the administration of CAR mRNA encapsulated in polymeric nanoparticles (NPs), resulting in transient CAR surface expression on circulating T-cells. This method presents a promising alternative, although the dose-exposure-response relationship of in vivo CAR-Ts remains poorly elucidated. The transient nature of CAR expression may necessitate repeated dosing, potentially introducing additional hurdles like cost and patient compliance. To address this issue, we have devised a translational pharmacokinetic-pharmacodynamic (PK-PD) model that characterizes the transient surface CAR expression following mRNA-encapsulated NP administration, leveraging in vitro and in vivo data alongside critical binding kinetic parameters sourced from literature. Our model adequately captures the transient surface CAR expression in both settings, while incorporating known physiological parameter values and exhibiting precise estimation of unknown parameters (coefficient of variation < 30%). Global sensitivity analyses underscore the significance of intracellular mRNA stability, highlighting the sensitivity of parameters linked to free intracellular mRNA concentration. Model-based simulations indicate that optimizing dose and dosing frequency can achieve sustained CAR expression, despite the transient protein expression characteristic of mRNA-based therapies. This mechanistic PK-PD model holds potential for integration into physiologically-based pharmacokinetic models, facilitating the translation of in vivo CAR-T-cell therapies from preclinical studies to human applications.

Authors

Institutions

Publication Details

Journal
Clinical and Translational Science
Published
2024-12-01
DOI
https://doi.org/10.1111/cts.70101
Citations
9
Primary Topic
CAR-T cell therapy research
Type
article
Field-Weighted Citation Impact
2.54
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Translational PK–PD model for in vivo CAR‐T‐cell therapy delivered using CAR mRNA‐loaded polymeric nanoparticle vector

Aman P. Singh, Se Jin Kim, Ganesh M. Mugundu
9 citations
Clinical and Translational Science
CAR-T cell therapy research
2.54
article

Translational PK–PD model for in vivo CAR‐T‐cell therapy delivered using CAR mRNA‐loaded polymeric nanoparticle vector

Aman P. Singh, Se Jin Kim, Ganesh M. Mugundu
article en
9 citations

Abstract

Autologous chimeric antigen receptor (CAR) T-cell therapy has demonstrated remarkable response rates, yet its widespread implementation is hindered by logistical, financial, and physical constraints. Additionally, challenges such as poor persistence and allorejection are associated with allogeneic cell therapies. An innovative approach involves in vivo transduction of endogenous T-cells through the administration of CAR mRNA encapsulated in polymeric nanoparticles (NPs), resulting in transient CAR surface expression on circulating T-cells. This method presents a promising alternative, although the dose-exposure-response relationship of in vivo CAR-Ts remains poorly elucidated. The transient nature of CAR expression may necessitate repeated dosing, potentially introducing additional hurdles like cost and patient compliance. To address this issue, we have devised a translational pharmacokinetic-pharmacodynamic (PK-PD) model that characterizes the transient surface CAR expression following mRNA-encapsulated NP administration, leveraging in vitro and in vivo data alongside critical binding kinetic parameters sourced from literature. Our model adequately captures the transient surface CAR expression in both settings, while incorporating known physiological parameter values and exhibiting precise estimation of unknown parameters (coefficient of variation < 30%). Global sensitivity analyses underscore the significance of intracellular mRNA stability, highlighting the sensitivity of parameters linked to free intracellular mRNA concentration. Model-based simulations indicate that optimizing dose and dosing frequency can achieve sustained CAR expression, despite the transient protein expression characteristic of mRNA-based therapies. This mechanistic PK-PD model holds potential for integration into physiologically-based pharmacokinetic models, facilitating the translation of in vivo CAR-T-cell therapies from preclinical studies to human applications.

Clinical and Translational ScienceVol. 17(12)
Takeda (United States) (US), University at Buffalo, State University of New York (US)
Openalex Percentile: Top 8%
CAR-T cell therapy research
2.54
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.