2020
DOI: 10.1016/j.isci.2020.101663
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An Adaptive Control Scheme for Interleukin-2 Therapy

Abstract: Summary Regulatory T cells (Treg) are suppressor cells that control self-reactive and excessive effector conventional T helper cell (Tconv) responses. Breakdown of the balance between Tregs and Tconvs is a hallmark of autoimmune and inflammatory diseases. Interleukin-2 (IL-2) is a growth factor for both populations and subtle leverage to restore the healthy immune balance in IL-2 therapy. By using a mechanistic mathematical model, we introduced an adaptive control strategy to design the minimal ther… Show more

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Cited by 5 publications
(3 citation statements)
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“…Based on the analysis, we developed an ordinary differential equations (ODEs) model to investigate the dynamic processes of the immune response during IL-2 treatment in our model ( Khailaie et al., 2020 ; Sontag, 2017 ). , , , , and denote the density of APC, TN, Treg d , Treg f , and NK cell, respectively, they all are in the unit mm −3 .…”
Section: Resultsmentioning
confidence: 99%
“…Based on the analysis, we developed an ordinary differential equations (ODEs) model to investigate the dynamic processes of the immune response during IL-2 treatment in our model ( Khailaie et al., 2020 ; Sontag, 2017 ). , , , , and denote the density of APC, TN, Treg d , Treg f , and NK cell, respectively, they all are in the unit mm −3 .…”
Section: Resultsmentioning
confidence: 99%
“…The application of this design approach is particularly pertinent to IL-2 given current intense interest in engineering IL-2 as a cancer immunotherapeutic. Simultaneous activation of Teffs and Tregs is a common feature of IL-2 therapy ( 33 ). However, Tregs suppress the activity of Teffs and limit immune activation ( 19 ), suggesting a need for IL-2R “β/γ” biased IL-2 analogs which we have designed here.…”
Section: Discussionmentioning
confidence: 99%
“…Human Tregs are cultured in high amounts of IL-2 and NSG mice do not have an endogenous source of IL-2. This dependence on IL-2 may result in a loss of human Tregs in vivo, and IL-2 has been given to clinical patients injected with in vitro expanded Tregs (18,22,35). To test whether additional IL2 treatment would promote the persistence of Tregs in these mSOD1-NSG mice, mice were given injections of IL-2 i.p.…”
Section: Pro-inflammatory Cytokines Are Found In the Spinal Cords Of Msod1-nsg Mice And Increase As Disease Progressesmentioning
confidence: 99%