Developmental Origin of Patchy Axonal Connectivity in the Neocortex: A Computational Model

被引:18
作者
Bauer, Roman [1 ,2 ]
Zubler, Frederic [1 ,2 ]
Hauri, Andreas [1 ,2 ]
Muir, Dylan R. [3 ]
Douglas, Rodney J. [1 ,2 ]
机构
[1] Univ Zurich, Inst Neuroinformat, CH-8057 Zurich, Switzerland
[2] Swiss Fed Inst Technol Zurich, CH-8057 Zurich, Switzerland
[3] Univ Zurich, Brain Res Inst, Dept Neurophysiol, CH-8057 Zurich, Switzerland
关键词
neural development; reactiondiffusion models; self-organization; simulation; superficial patch system; PRIMARY VISUAL-CORTEX; CAT STRIATE CORTEX; CLUSTERED HORIZONTAL CONNECTIONS; REACTION-DIFFUSION SYSTEMS; PATTERN-FORMATION; INTRINSIC CONNECTIONS; MACAQUE MONKEY; CEREBRAL-CORTEX; ORIENTATION COLUMNS; RECEPTIVE-FIELDS;
D O I
10.1093/cercor/bhs327
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Injections of neural tracers into many mammalian neocortical areas reveal a common patchy motif of clustered axonal projections. We studied in simulation a mathematical model for neuronal development in order to investigate how this patchy connectivity could arise in layer II/III of the neocortex. In our model, individual neurons of this layer expressed the activatorinhibitor components of a GiererMeinhardt reactiondiffusion system. The resultant steady-state reactiondiffusion pattern across the neuronal population was approximately hexagonal. Growth cones at the tips of extending axons used the various morphogens secreted by intrapatch neurons as guidance cues to direct their growth and invoke axonal arborization, so yielding a patchy distribution of arborization across the entire layer II/III. We found that adjustment of a single parameter yields the intriguing linear relationship between average patch diameter and interpatch spacing that has been observed experimentally over many cortical areas and species. We conclude that a simple GiererMeinhardt system expressed by the neurons of the developing neocortex is sufficient to explain the patterns of clustered connectivity observed experimentally.
引用
收藏
页码:487 / 500
页数:14
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