A computational model of acute focal cortical lesions

被引:30
作者
Goodall, S
Reggia, JA
Chen, YN
Ruppin, E
Whitney, C
机构
[1] UNIV MARYLAND,INST ADV COMP STUDIES,DEPT NEUROL,BALTIMORE,MD 21201
[2] UNIV MARYLAND,INST ADV COMP STUDIES,DEPT COMP SCI,BALTIMORE,MD 21201
[3] TEL AVIV UNIV,DEPT COMP SCI,IL-69978 TEL AVIV,ISRAEL
[4] TEL AVIV UNIV,DEPT PHYSIOL,IL-69978 TEL AVIV,ISRAEL
关键词
cerebral cortex; cerebral infarction; computer simulation;
D O I
10.1161/01.STR.28.1.101
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and Purpose Determining how cerebral cortex adapts to sudden focal damage is important for gaining a better understanding bf 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.
引用
收藏
页码:101 / 109
页数:9
相关论文
共 26 条
[1]  
[Anonymous], 1991, PRINCIPLES NEURAL SC
[2]  
Armentrout S L, 1994, Artif Intell Med, V6, P383, DOI 10.1016/0933-3657(94)90003-5
[3]   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 [J].
CASTROALAMANCOS, MA ;
BORRELL, J .
NEUROSCIENCE, 1995, 68 (03) :793-805
[4]   Alignment of coexisting cortical maps in a motor control model [J].
Chen, YN ;
Reggia, JA .
NEURAL COMPUTATION, 1996, 8 (04) :731-755
[5]  
Cho S, 1994, Int J Neural Syst, V5, P87, DOI 10.1142/S0129065794000116
[6]   ELECTROPHYSIOLOGICAL CHANGES IN THE SURROUNDING BRAIN-TISSUE OF PHOTOCHEMICALLY INDUCED CORTICAL INFARCTS IN THE RAT [J].
DOMANN, R ;
HAGEMANN, G ;
KRAEMER, M ;
FREUND, HJ ;
WITTE, OW .
NEUROSCIENCE LETTERS, 1993, 155 (01) :69-72
[7]  
DONOGHUE JP, 1992, EXP BRAIN RES, V89, P1
[8]   HORIZONTAL INTEGRATION IN THE NEOCORTEX [J].
GILBERT, CD .
TRENDS IN NEUROSCIENCES, 1985, 8 (04) :160-165
[9]   RECEPTIVE-FIELD DYNAMICS IN ADULT PRIMARY VISUAL-CORTEX [J].
GILBERT, CD ;
WIESEL, TN .
NATURE, 1992, 356 (6365) :150-152
[10]  
HESS R, 1975, EXP BRAIN RES, V22, P415