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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Main Authors: TD Barbara Nguyen-Vu, Grace Q Zhao, Subhaneil Lahiri, Rhea R Kimpo, Hanmi Lee, Surya Ganguli, Carla J Shatz, Jennifer L Raymond
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2017-02-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/20147
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spelling doaj-0e2fd4986302466e8fec0a76349b0c392021-05-05T13:17:20ZengeLife Sciences Publications LtdeLife2050-084X2017-02-01610.7554/eLife.20147A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticityTD Barbara Nguyen-Vu0https://orcid.org/0000-0002-4708-1982Grace Q Zhao1Subhaneil Lahiri2https://orcid.org/0000-0003-2028-6635Rhea R Kimpo3Hanmi Lee4Surya Ganguli5Carla J Shatz6Jennifer L Raymond7https://orcid.org/0000-0002-8145-747XDepartment of Neurobiology, Stanford School of Medicine, Stanford, United States; Department of Molecular and Cellular Physiology, Stanford School of Medicine, Stanford, United StatesDepartment of Neurobiology, Stanford School of Medicine, Stanford, United StatesDepartment of Applied Physics, Stanford University, Stanford, United StatesDepartment of Neurobiology, Stanford School of Medicine, Stanford, United StatesDepartment of Neurobiology, Stanford School of Medicine, Stanford, United StatesDepartment of Neurobiology, Stanford School of Medicine, Stanford, United States; Department of Applied Physics, Stanford University, Stanford, United StatesDepartment of Neurobiology, Stanford School of Medicine, Stanford, United States; Department of Biology, Stanford University, Stanford, United StatesDepartment of Neurobiology, Stanford School of Medicine, Stanford, United StatesAcross 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-Kb/H2-Db (KbDb−/−), 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.https://elifesciences.org/articles/20147learning & memorycerebellumsynaptic plasticity
collection DOAJ
language English
format Article
sources DOAJ
author TD Barbara Nguyen-Vu
Grace Q Zhao
Subhaneil Lahiri
Rhea R Kimpo
Hanmi Lee
Surya Ganguli
Carla J Shatz
Jennifer L Raymond
spellingShingle TD Barbara Nguyen-Vu
Grace Q Zhao
Subhaneil Lahiri
Rhea R Kimpo
Hanmi Lee
Surya Ganguli
Carla J Shatz
Jennifer L Raymond
A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
eLife
learning & memory
cerebellum
synaptic plasticity
author_facet TD Barbara Nguyen-Vu
Grace Q Zhao
Subhaneil Lahiri
Rhea R Kimpo
Hanmi Lee
Surya Ganguli
Carla J Shatz
Jennifer L Raymond
author_sort TD Barbara Nguyen-Vu
title 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_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_sort saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity
publisher eLife Sciences Publications Ltd
series eLife
issn 2050-084X
publishDate 2017-02-01
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-Kb/H2-Db (KbDb−/−), 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.
topic learning & memory
cerebellum
synaptic plasticity
url https://elifesciences.org/articles/20147
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