Mechanisms underlying pathological cortical bursts during metabolic depletion

被引:0
作者
Dutta, Shrey [1 ,2 ,3 ]
Iyer, Kartik K. [1 ]
Vanhatalo, Sampsa [4 ]
Breakspear, Michael [3 ,5 ]
Roberts, James A. [1 ,2 ]
机构
[1] QIMR Berghofer Med Res Inst, Brain Modelling Grp, Brisbane, Qld, Australia
[2] Univ Queensland, Fac Med, Brisbane, Qld, Australia
[3] Univ Newcastle, Sch Psychol Sci, Coll Engn Sci & Environm, Callaghan, NSW, Australia
[4] Univ Helsinki, Helsinki Univ Hosp, Dept Physiol, Pediat Res Ctr, Helsinki, Finland
[5] Univ Newcastle, Sch Med & Publ Hlth, Coll Hlth & Med, Callaghan, NSW, Australia
基金
英国医学研究理事会;
关键词
CEREBROSPINAL-FLUID; CEREBRAL-CORTEX; IN-VIVO; POTASSIUM; DYNAMICS; HYPOXIA; MODEL; ISCHEMIA; SEIZURES; NEURONS;
D O I
10.1038/s41467-023-40437-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cortical activity depends upon a continuous supply of oxygen and other metabolic resources. Perinatal disruption of oxygen availability is a common clinical scenario in neonatal intensive care units, and a leading cause of lifelong disability. Pathological patterns of brain activity including burst suppression and seizures are a hallmark of the recovery period, yet the mechanisms by which these patterns arise remain poorly understood. Here, we use computational modeling of coupled metabolic-neuronal activity to explore the mechanisms by which oxygen depletion generates pathological brain activity. We find that restricting oxygen supply drives transitions from normal activity to several pathological activity patterns (isoelectric, burst suppression, and seizures), depending on the potassium supply. Trajectories through parameter space track key features of clinical electrophysiology recordings and reveal how infants with good recovery outcomes track toward normal parameter values, whereas the parameter values for infants with poor outcomes dwell around the pathological values. These findings open avenues for studying and monitoring the metabolically challenged infant brain, and deepen our understanding of the link between neuronal and metabolic activity. Disruption to the brain's oxygen supply triggers pathological dynamics and brain injuries. Here, the authors develop a model of coupled metabolic-neuronal activity that generates burst suppression patterns similar to those of infants after birth asphyxia.
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页数:19
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