Computational modeling of the effects of amyloid-beta on release probability at hippocampal synapses

• Published in: Frontiers in computational neuroscience Vol. 7; p. 1
• Main Authors: Romani, Armando, Marchetti, Cristina, Bianchi, Daniela, Leinekugel, Xavier, Poirazi, Panayiota, Migliore, Michele, Marie, Hélène
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Research Foundation 2013; Frontiers; Frontiers Media S.A
• Subjects: Alzheimer's disease; amyloid-beta; Brain research; computational modeling; Computational neuroscience; Computer applications; Hippocampus; Life Sciences; Memory; neuronal output; Neurons; Neurons and Cognition; Neuroscience; Pathology; Pyramidal cells; release probability; Short term; Synaptic transmission; Italy; amyloid-beta; neuronal output; hippocampus; computational modeling; release probability
• ISSN: 1662-5188; 1662-5188
• DOI: 10.3389/fncom.2013.00001

The role of amyloid beta (Aβ) in brain function and in the pathogenesis of Alzheimer's disease (AD) remains elusive. Recent publications reported that an increase in Aβ concentration perturbs pre-synaptic release in hippocampal neurons. In particular, it was shown in vitro that Aβ is an endogenous regulator of synaptic transmission at the CA3-CA1 synapse, enhancing its release probability. How this synaptic modulator influences neuronal output during physiological stimulation patterns, such as those elicited in vivo, is still unknown. Using a realistic model of hippocampal CA1 pyramidal neurons, we first implemented this Aβ-induced enhancement of release probability and validated the model by reproducing the experimental findings. We then demonstrated that this synaptic modification can significantly alter synaptic integration properties in a wide range of physiologically relevant input frequencies (from 5 to 200 Hz). Finally, we used natural input patterns, obtained from CA3 pyramidal neurons in vivo during free exploration of rats in an open field, to investigate the effects of enhanced Aβ on synaptic release under physiological conditions. The model shows that the CA1 neuronal response to these natural patterns is altered in the increased-Aβ condition, especially for frequencies in the theta and gamma ranges. These results suggest that the perturbation of release probability induced by increased Aβ can significantly alter the spike probability of CA1 pyramidal neurons and thus contribute to abnormal hippocampal function during AD.