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A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity

Across many studies, animals with enhanced synaptic plasticity exhibit either enhanced or impaired learning, raising a conceptual puzzle: how enhanced plasticity can yield opposite learning outcomes? Here, we show that the recent history of experience can determine whether mice with enhanced plastic...

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Autores principales: Nguyen-Vu, TD Barbara, Zhao, Grace Q, Lahiri, Subhaneil, Kimpo, Rhea R, Lee, Hanmi, Ganguli, Surya, Shatz, Carla J, Raymond, Jennifer L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5386593/
https://www.ncbi.nlm.nih.gov/pubmed/28234229
http://dx.doi.org/10.7554/eLife.20147
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author Nguyen-Vu, TD Barbara
Zhao, Grace Q
Lahiri, Subhaneil
Kimpo, Rhea R
Lee, Hanmi
Ganguli, Surya
Shatz, Carla J
Raymond, Jennifer L
author_facet Nguyen-Vu, TD Barbara
Zhao, Grace Q
Lahiri, Subhaneil
Kimpo, Rhea R
Lee, Hanmi
Ganguli, Surya
Shatz, Carla J
Raymond, Jennifer L
author_sort Nguyen-Vu, TD Barbara
collection PubMed
description Across many studies, animals with enhanced synaptic plasticity exhibit either enhanced or impaired learning, raising a conceptual puzzle: how enhanced plasticity can yield opposite learning outcomes? Here, we show that the recent history of experience can determine whether mice with enhanced plasticity exhibit enhanced or impaired learning in response to the same training. Mice with enhanced cerebellar LTD, due to double knockout (DKO) of MHCI H2-K(b)/H2-D(b) (K(b)D(b−/−)), exhibited oculomotor learning deficits. However, the same mice exhibited enhanced learning after appropriate pre-training. Theoretical analysis revealed that synapses with history-dependent learning rules could recapitulate the data, and suggested that saturation may be a key factor limiting the ability of enhanced plasticity to enhance learning. Optogenetic stimulation designed to saturate LTD produced the same impairment in WT as observed in DKO mice. Overall, our results suggest that the recent history of activity and the threshold for synaptic plasticity conspire to effect divergent learning outcomes. DOI: http://dx.doi.org/10.7554/eLife.20147.001
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spelling pubmed-53865932017-04-12 A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity Nguyen-Vu, TD Barbara Zhao, Grace Q Lahiri, Subhaneil Kimpo, Rhea R Lee, Hanmi Ganguli, Surya Shatz, Carla J Raymond, Jennifer L eLife Neuroscience Across many studies, animals with enhanced synaptic plasticity exhibit either enhanced or impaired learning, raising a conceptual puzzle: how enhanced plasticity can yield opposite learning outcomes? Here, we show that the recent history of experience can determine whether mice with enhanced plasticity exhibit enhanced or impaired learning in response to the same training. Mice with enhanced cerebellar LTD, due to double knockout (DKO) of MHCI H2-K(b)/H2-D(b) (K(b)D(b−/−)), exhibited oculomotor learning deficits. However, the same mice exhibited enhanced learning after appropriate pre-training. Theoretical analysis revealed that synapses with history-dependent learning rules could recapitulate the data, and suggested that saturation may be a key factor limiting the ability of enhanced plasticity to enhance learning. Optogenetic stimulation designed to saturate LTD produced the same impairment in WT as observed in DKO mice. Overall, our results suggest that the recent history of activity and the threshold for synaptic plasticity conspire to effect divergent learning outcomes. DOI: http://dx.doi.org/10.7554/eLife.20147.001 eLife Sciences Publications, Ltd 2017-02-24 /pmc/articles/PMC5386593/ /pubmed/28234229 http://dx.doi.org/10.7554/eLife.20147 Text en © 2017, Nguyen-Vu et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Neuroscience
Nguyen-Vu, TD Barbara
Zhao, Grace Q
Lahiri, Subhaneil
Kimpo, Rhea R
Lee, Hanmi
Ganguli, Surya
Shatz, Carla J
Raymond, Jennifer L
A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
title A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
title_full A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
title_fullStr A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
title_full_unstemmed A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
title_short A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
title_sort saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5386593/
https://www.ncbi.nlm.nih.gov/pubmed/28234229
http://dx.doi.org/10.7554/eLife.20147
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