A computational model of acute focal cortical lesions.

BACKGROUND AND PURPOSE Determining how cerebral cortex adapts to sudden focal damage is important for gaining a better understanding of stroke. In this study we used a computational model to examine the hypothesis that cortical map reorganization after a simulated infarct is critically dependent on perilesion excitability and to identify factors that influence the extent of poststroke reorganization. METHODS A previously reported artificial neural network model of primary sensorimotor cortex, controlling a simulated arm, was subjected to acute focal damage. The perilesion excitability and cortical map reorganization were measured over time and compared. RESULTS Simulated lesions to cortical regions with increased perilesion excitability were associated with a remapping of the lesioned area into the immediate perilesion cortex, where responsiveness increased with time. In contrast, when lesions caused a perilesion zone of decreased activity to appear, this zone enlarged and intensified with time, with loss of the perilesion map. Increasing the assumed extent of intracortical connections produced a wider perilesion zone of inactivity. These effects were independent of lesion size. CONCLUSIONS These simulation results suggest that functional cortical reorganization after an ischemic stroke is a two-phase process in which perilesion excitability plays a critical role.

[1]  J. Metzler,et al.  Functional changes in cat somatic sensory-motor cortex during short-term reversible epidural blocks , 1979, Brain Research.

[2]  S P Wise,et al.  Neuronal responses in sensorimotor cortex to ramp displacements and maintained positions imposed on hindlimb of the unanesthetized monkey. , 1981, Journal of neurophysiology.

[3]  C. Gilbert Horizontal integration in the neocortex , 1985, Trends in Neurosciences.

[4]  M. Alexander,et al.  Principles of Neural Science , 1981 .

[5]  M. Merzenich,et al.  Reorganization of neocortical representations after brain injury: a neurophysiological model of the bases of recovery from stroke. , 1987, Progress in brain research.

[6]  E I Knudsen,et al.  Computational maps in the brain. , 1987, Annual review of neuroscience.

[7]  S B Udin,et al.  Formation of topographic maps. , 1988, Annual review of neuroscience.

[8]  James A. Reggia,et al.  A Competitive Distribution Theory of Neocortical Dynamics , 1992, Neural Computation.

[9]  T. Wiesel,et al.  Receptive field dynamics in adult primary visual cortex , 1992, Nature.

[10]  G. Hagemann,et al.  Electrophysiological changes in the surrounding brain tissue of photochemically induced cortical infarcts in the rat , 1993, Neuroscience Letters.

[11]  James A. Reggia,et al.  Cortical Map Reorganization as a Competitive Process , 1994, Neural Computation.

[12]  Sungzoon Cho,et al.  Map Formation in Proprioceptive Cortex , 1994, Int. J. Neural Syst..

[13]  K. Hossmann Glutamate‐Mediated Injury in Focal Cerebral Ischemia: The Excitotoxin Hypothesis Revised , 1994, Brain pathology.

[14]  James A. Reggia,et al.  A neural model of cortical map reorganization following a focal lesion , 1994, Artif. Intell. Medicine.

[15]  M. Castro-Alamancos,et al.  Functional recovery of forelimb response capacity after forelimb primary motor cortex damage in the rat is due to the reorganization of adjacent areas of cortex , 1995, Neuroscience.

[16]  Eytan Ruppin,et al.  Patterns of Functional Damage in Neural Network Models of Associative Memory , 1995, Neural Computation.

[17]  G. Gerstein,et al.  Networks with lateral connectivity. I. dynamic properties mediated by the balance of intrinsic excitation and inhibition. , 1996, Journal of neurophysiology.

[18]  R. Berndt,et al.  Neural Modeling of Brain and Cognitive Disorders , 1996 .

[19]  J A Reggia,et al.  A computational model of visual hallucinations in migraine , 1996, Comput. Biol. Medicine.

[20]  R. Nudo,et al.  Neural Substrates for the Effects of Rehabilitative Training on Motor Recovery After Ischemic Infarct , 1996, Science.

[21]  G. Gerstein,et al.  Networks with lateral connectivity. III. Plasticity and reorganization of somatosensory cortex. , 1996, Journal of neurophysiology.

[22]  R. Nudo,et al.  Reorganization of movement representations in primary motor cortex following focal ischemic infarcts in adult squirrel monkeys. , 1996, Journal of neurophysiology.

[23]  Yinong Chen,et al.  Alignment of Coexisting Cortical Maps in a Motor Control Model , 1996, Neural Computation.