Evidence map›Paper›PMID 39696762›Full record

ArticleClinical and translational science2024

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

Se Jin Kim, Ganesh M Mugundu, Aman P Singh

Abstract read
In one paragraph

Article in Clinical and translational science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
  2. Nanomaterials Drive In Vivo CAR Immune Cells Engineering.Advanced materials (Deerfield Beach, Fla.) · 2026
    Review
  3. Review
  4. Review
  5. In Vivo T-Cell Engineering: Revolution in Delivery Strategies and Clinical Translation.BioDrugs : clinical immunotherapeutics, biopharmaceuticals and gene therapy · 2026
    Review
  6. Review
  7. Review
  8. Review
  9. In Vivo CAR-T Therapies-A New Era of Programmable Immunity.International journal of molecular sciences · 2026
    Review
  10. Review
  11. Review
  12. Article
  13. Article
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

3 authors.

Se Jin KimOncology Cell Therapy and Therapeutic Area Unit, Cell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.ORCID 0000-0002-8800-5337
Ganesh M MugunduOncology Cell Therapy and Therapeutic Area Unit, Cell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.ORCID 0009-0001-8814-4222
Aman P SinghOncology Cell Therapy and Therapeutic Area Unit, Cell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.ORCID 0000-0002-1886-2624

Funding

Takeda Development Center Americas, Inc
6 · The paper itself

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.

Indexed as

Immunotherapy, AdoptiveNanoparticlesReceptors, Chimeric AntigenRNA, MessengerT-LymphocytesAnimalsHumansModels, BiologicalPolymersTranslational Research, BiomedicalPolymersReceptors, Chimeric AntigenRNA, Messenger

Identifiers

PMID39696762
PMCPMC11655386

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LicenceCC BY-NC-ND
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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.