A. Posada et Pgh. Clarke, The role of neuronal death during the development of topographically ordered projections: a computational approach, BIOL CYBERN, 81(3), 1999, pp. 239-247
At the time of synaptogenesis typically 50% of the neurons die. The biologi
cal role of this is still unclear, but there is evidence in the visual syst
em that many neurons projecting to topographically inappropriate parts of t
heir target are eliminated to improve the accuracy of the mapping. The sign
aling that determines neuronal survival involves electrical activity and tr
ophic factors. Based on these observations, we have elaborated a computatio
nal model for the self-organization of a two-layered neural network. We obs
erve changes in the topographical organization between the two layers. In l
ayer 1, a traveling wave of electrical activity is used as input. Activity
transmission to layer 2 can generate, according to a Hebbian rule, a retrog
rade death signal that is compensated by a trophic survival signal generate
d by the target cells. Approximately 50% of the neurons die, and we observe
refinement in the topography between the two layers. In alternative versio
ns of the model, we show that an equivalent reorganization can occur throug
h Hebbian synaptic modification alone, but with less precision and efficien
cy. When the two mechanisms are combined, synaptic modification provides no
further improvement over that produced by neuronal death alone. This compu
tational study supports the hypothesis that neuronal death during developme
nt can play a role in the refinement of topographical projections in the ne
rvous system.