Controlling IL-7 injections in HIV-infected patients

Chloé Pasin 1, 2 François Dufour 3 Laura Villain 2, 1 Huilong Zhang 3 Rodolphe Thiébaut 1, 2
2 SISTM - Statistics In System biology and Translational Medicine
Epidémiologie et Biostatistique [Bordeaux], Inria Bordeaux - Sud-Ouest
3 CQFD - Quality control and dynamic reliability
IMB - Institut de Mathématiques de Bordeaux, Inria Bordeaux - Sud-Ouest
Abstract : Immune interventions consisting in repeated injections are broadly used as they are thought to improve the quantity and the quality of the immune response. However, they also raise several questions that remain unan-swered, in particular the number of injections to make or the delay to respect between different injections to achieve this goal. Practical and financial considerations add constraints to these questions, especially in the framework of human studies. We specifically focus here on the use of interleukin-7 (IL-7) injections in HIV-infected patients under antiretroviral treatment, but still unable to restore normal levels of CD4 + T lymphocytes. Clinical trials have already shown that repeated cycles of injections of IL-7 could help maintaining CD4 + T lymphocytes levels over the limit of 500 cells/µL, by affecting proliferation and survival of CD4 + T cells. We then aim at answering the question : how to maintain a patients level of CD4 + T lymphocytes by using a minimum number of injections (i.e., optimizing the strategy of injections) ? Based on mechanistic models that were previously developed for the dynamics of CD4+ T lymphocytes in this context, we model the process by a piecewise deter-ministic Markov model. We then address the question by using some recently 2 Chloé Pasin et al. established theory on impulse control problem in order to develop a numerical tool determining the optimal strategy. Results are obtained on a reduced model, as a proof of concept: the method allows to define an optimal strategy for a given patient. This method could be applied to optimize injections schedules in clinical trials.
Complete list of metadatas

Cited literature [25 references]  Display  Hide  Download

https://hal.inria.fr/hal-01933170
Contributor : Chloé Pasin <>
Submitted on : Friday, November 23, 2018 - 3:34:56 PM
Last modification on : Friday, October 4, 2019 - 1:10:53 AM

File

main.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01933170, version 1

Collections

Citation

Chloé Pasin, François Dufour, Laura Villain, Huilong Zhang, Rodolphe Thiébaut. Controlling IL-7 injections in HIV-infected patients. Bulletin of Mathematical Biology, Springer Verlag, 2018. ⟨hal-01933170⟩

Share

Metrics

Record views

98

Files downloads

397