Evidence map›Paper›PMID 39415353›Full record

ArticleCPT: pharmacometrics & systems pharmacology2025

Uncovering the interleukin-12 pharmacokinetic desensitization mechanism and its consequences with mathematical modeling.

Jonathon DeBonis, Omid Veiseh, Oleg A Igoshin

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 4 papers.

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4citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Jonathon DeBonisDepartment of Bioengineering, Rice University, Houston, Texas, USA.ORCID 0009-0004-8965-383X
Omid VeisehDepartment of Bioengineering, Rice University, Houston, Texas, USA.ORCID 0000-0003-1153-8079
Oleg A IgoshinDepartment of Bioengineering, Rice University, Houston, Texas, USA.ORCID 0000-0002-1449-4772

Funding

Advanced Research Projects Agency for Health (ARPA-H) AY1AX000003National Science Foundation CNS-1338099Welch Foundation C-1995
6 · The paper itself

Abstract

The cytokine interleukin-12 (IL-12) is a potential immunotherapy because of its ability to induce a Th1 immune response. However, success in the clinic has been limited due to a phenomenon called IL-12 desensitization - the trend where repeated exposure to IL-12 leads to reduced IL-12 concentrations (pharmacokinetics) and biological effects (pharmacodynamics). Here, we investigated IL-12 pharmacokinetic desensitization via a modeling approach to (i) validate proposed mechanisms in literature and (ii) develop a mathematical model capable of predicting IL-12 pharmacokinetic desensitization. Two potential causes of IL-12 pharmacokinetic desensitization were identified: increased clearance or reduced bioavailability of IL-12 following repeated doses. Increased IL-12 clearance was previously proposed to occur due to the upregulation of IL-12 receptor on T cells that causes increased receptor-mediated clearance in the serum. However, our model with this mechanism, the accelerated-clearance model, failed to capture trends in clinical trial data. Alternatively, our novel reduced-bioavailability model assumed that upregulation of IL-12 receptor on T cells in the lymphatic system leads to IL-12 sequestration, inhibiting the transport to the blood. This model accurately fits IL-12 pharmacokinetic data from three clinical trials, supporting its biological relevance. Using this model, we analyzed the model parameter space to illustrate that IL-12 desensitization occurs over a robust range of parameter values and to identify the conditions required for desensitization. We next simulated local, continuous IL-12 delivery and identified several methods to mitigate systemic IL-12 exposure. Ultimately, our results provide quantitative validation of our proposed mechanism and allow for accurate prediction of IL-12 pharmacokinetics over repeated doses.

Indexed as

Interleukin-12Models, BiologicalModels, TheoreticalBiological AvailabilityHumansInterleukin-12

Identifiers

PMID39415353
PMCPMC11812943

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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.