کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10223717 1701046 2018 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Global stability analysis and optimal control therapy of blood cell production process (hematopoiesis) in acute myeloid leukemia
ترجمه فارسی عنوان
تجزیه و تحلیل ثبات جهانی و درمان کنترل بهینه پروسه تولید سلول های خون (خونریزی) در لوسمی حاد میلوئید
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم کشاورزی و بیولوژیک علوم کشاورزی و بیولوژیک (عمومی)
چکیده انگلیسی
In this paper we analyze the global stability of a coupled model for Acute Myeloid Leukemia and propose a therapy approach based on an optimal control strategy. Firstly, based on the positivity of the model, stability of trivial solutions for healthy and cancerous cell subsystems is assessed. To this end we use new Lyapunov functionals and take into account the interconnection between cell populations. Secondly, stability conditions for healthy situation in interconnected model are established by using Nyquist criterion. And thirdly, we design an optimal control based therapy that aims to eradicate cancerous cells and minimize the side effects of the treatment on healthy ones. After showing the existence of an optimal control, this one is determined by using Pontriagyn's principal. We assess the effect of interconnection between healthy and cancerous cells on their dynamics and on the stability conditions for different cases. The behavior of the system in open loop and with application of the optimal control therapy is illustrated by simulation and results are biologically explained and motivated.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Theoretical Biology - Volume 458, 7 December 2018, Pages 15-30
نویسندگان
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