Extended model of impaired cerebral autoregulation in preterm infants: Heuristic feedback control

被引:4
作者
Botkin, Nikolai D. [1 ]
Turova, Varvara L. [2 ]
Kovtanyuk, Andrey E. [2 ]
Sidorenko, Irina N. [1 ]
Lampe, Renee [1 ]
机构
[1] Tech Univ Munich, Dept Math, Boltzmannstr 3, D-85748 Garching, Germany
[2] Tech Univ Munich, Res Unit Cerebral Palsy & Children Neuroorthoped, Buhl Strohmaier Fdn, Orthoped Dept,Clin Rechts Isar, Ismaninger Str 22, D-81675 Munich, Germany
关键词
Cerebral autoregulation; feedback control; viability set; leadership kernel; discriminating kernel; grid method; BLOOD-FLOW; HYPERCAPNIA; HEMORRHAGE; PRESSURE;
D O I
10.3934/mbe.2019117
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cerebral autoregulation is the ability to keep almost constant cerebral blood flow (CBF) for some range of changing the mean arterial pressure (MAP). In preterm infants, this range is usually very small, even absent, and a passive (linear) dependence of CBF on MAP is observed. Also, variations of the partial CO2 pressure and intracranial/venous pressure result in fluctuations of CBF. The absence of cerebral autoregulation may be a cause of intracranial hemorrhages due to instability of cerebral blood vessels, especially in the so-called germinal matrix which exists in a developing brain from 22 to 32 weeks of gestation. In the current paper, a mathematical model of impaired cerebral autoregulation is extended compared with previous works of the authors, and a heuristic feedback control that is able to keep deviations from a nominal CBF within a reasonable range is proposed. Viability theory is used to prove that this control can successfully work against a wide range of disturbances.
引用
收藏
页码:2334 / 2352
页数:19
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