Evidence map›Paper›PMID 39508140›Full record

ArticleCPT: pharmacometrics & systems pharmacology2025

Quantitative pharmacology of dual-targeted bicistronic CAR-T-cell therapy using multiscale mechanistic modeling.

Mei-Chi Su, Agnish Dey, Erfan Maddah, Ganesh M Mugundu, Aman P Singh

Abstract read
In one paragraph

Article in CPT: pharmacometrics & systems pharmacology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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

5 authors.

Mei-Chi SuCell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Oncology Cell Therapy and Therapeutic Area Unit, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.ORCID 0000-0001-7277-031X
Agnish DeyCell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Oncology Cell Therapy and Therapeutic Area Unit, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.
Erfan MaddahCell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Oncology Cell Therapy and Therapeutic Area Unit, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.
Ganesh M MugunduCell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Oncology Cell Therapy and Therapeutic Area Unit, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.ORCID 0009-0001-8814-4222
Aman P SinghCell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Oncology Cell Therapy and Therapeutic Area Unit, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.ORCID 0000-0002-1886-2624

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the initial success of single-targeted chimeric-antigen receptor (CAR) T-cell therapy in hematological malignancies, its long-term effectiveness is often hindered by antigen heterogeneity and escape. As a result, there is a growing interest in cell therapies targeting multiple antigens (≥2). However, the dose-exposure-response relationship and specific factors influencing the pharmacology of dual-targeted CAR-T-cell therapy remain unclear. In this study, we have developed a multiscale cellular kinetic-pharmacodynamic (CK-PD) model using case studies from CD19/CD22 and GPRC5D/BCMA autologous CAR-Ts. Initially, an in vitro tumor-killing model characterized the impact of individual binder affinities and their contribution to overall potency across varying (1) effector: target (ET) ratios and (2) tumor-associated antigen (TAA) expressing cell lines. Subsequently, an integrated CK-PD model was developed in pediatric acute lymphoblastic leukemia (ALL) patients, which accounted for CAR-T-cell product composition and relative antigen abundance in patients' tumor burden to characterize patient-level multiphasic cellular kinetics using multiple bioanalytical assays (e.g., flow and qPCR-based readouts). Global sensitivity analysis highlighted relative antigen expression, maximum killing rate constant, and CAR-T expansion rate constant as major determinants for observed exposure of dual-targeted CAR-T-cell therapy. This modeling framework could facilitate dose-optimization and construct refinement for dual-targeted bicistronic CAR-T-cell therapies, serving as a valuable tool for both forward and reverse translation in drug development.

Indexed as

Immunotherapy, AdoptiveModels, BiologicalPrecursor Cell Lymphoblastic Leukemia-LymphomaReceptors, Chimeric AntigenT-LymphocytesAntigens, CD19B-Cell Maturation AntigenCell Line, TumorChildHumansReceptors, G-Protein-CoupledSialic Acid Binding Ig-like Lectin 2Antigens, CD19B-Cell Maturation AntigenCD22 protein, humanReceptors, Chimeric AntigenReceptors, G-Protein-CoupledSialic Acid Binding Ig-like Lectin 2

Identifiers

PMID39508140
PMCPMC11812944

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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.