肾移植受者免疫反应与HCMV感染的混合控制

Hybrid Control of Immune Response and HCMV Infection of Renal Transplant Recipient

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2022
被引 1
ABS 3

中文导读

研究了一种混合控制器,用于平衡肾移植受者的免疫抑制与抗病毒治疗,通过跟踪目标值降低排斥和感染风险,并在三种治疗模式下证明了系统的渐近稳定性。

Abstract

In this article, a new hybrid controller is investigated for the immune response and the human cytomegalovirus (HCMV) infection as two substantial factors in renal transplanted recipients’ treatment. To reduce the risk of kidney transplantation rejection, it is necessary to decrease the immune system level in a patient’s body by suppressing immune cells. However, this situation increases the risk of infection with HCMV. The proposed nonlinear control strategy balances the immune response and antiviral treatment to guarantee kidney transplantation success and prevent infection by tracking demanded values. The desired scenarios are designed by evaluating several Bezier curves and exponential functions and investigating the system behavior. Coupled nonlinear dynamics of the immune response and HCMV infection are studied in three modes, including immunosuppressive treatment, dual treatment, and antiviral cut-off modes. Asymptotic stability of the closed-loop system is proven using the Lyapunov theorem and Barbalat’s lemma in all of the three modes in the presence of uncertainties on model parameters. The effectiveness of the developed control scheme is investigated using several simulation studies.

肾移植免疫反应人巨细胞病毒感染非线性控制生物医学工程