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Local Field Potentials Reflect Dopaminergic and Non-Dopaminergic Activities within the Primate Midbrain
•Reward-associated events influence midbrain LFP signals in a frequency-dependent manner.•Dopaminergic single-unit spiking is often phase-locked to low-frequency components of the LFP (delta and beta bands).•LFP spectral power in the same low-frequency bands covaries positively with predicted and ac...
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Published in: | Neuroscience 2019-02, Vol.399, p.167-183 |
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description | •Reward-associated events influence midbrain LFP signals in a frequency-dependent manner.•Dopaminergic single-unit spiking is often phase-locked to low-frequency components of the LFP (delta and beta bands).•LFP spectral power in the same low-frequency bands covaries positively with predicted and actual reward size.•LFP power at high frequencies (>33-Hz) is anticorrelated with predicted reward value.•Modulation of LFP power by movement or effort (predicted or actual) is negligible in the midbrain.
Midbrain dopamine neurons are thought to play a crucial role in motivating behaviors toward desired goals. While the activity of dopamine single-units is known to adhere closely to the reward prediction error (RPE) signal hypothesized by learning theory, much less is known about the dynamic coordination of population-level neuronal activities in the midbrain. Local field potentials (LFPs) are thought to reflect the changes in membrane potential synchronized across a population of neurons nearby a recording electrode. These changes involve complex combinations of local spiking activity with synaptic processing that are difficult to interpret. Here we sampled LFPs from the substantia nigra pars compacta (SNc) of behaving monkeys to determine if local population-level synchrony encodes specific aspects of a reward/effort instrumental task and whether dopamine single-units participate in that signal. We found that reward-correlated information is encoded in a low-frequency signal (33-Hz; gamma band) was anticorrelated with predicted reward value and dopamine single-units were never phase-locked to those frequencies. This high-frequency signal may reflect inhibitory processes that were not otherwise observable. LFP encoding of movement-related parameters was negligible. Together, LFPs provide novel insights into the multidimensional processing of reward information subserved by dopaminergic and other components of the midbrain. |
doi_str_mv | 10.1016/j.neuroscience.2018.12.016 |
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Midbrain dopamine neurons are thought to play a crucial role in motivating behaviors toward desired goals. While the activity of dopamine single-units is known to adhere closely to the reward prediction error (RPE) signal hypothesized by learning theory, much less is known about the dynamic coordination of population-level neuronal activities in the midbrain. Local field potentials (LFPs) are thought to reflect the changes in membrane potential synchronized across a population of neurons nearby a recording electrode. These changes involve complex combinations of local spiking activity with synaptic processing that are difficult to interpret. Here we sampled LFPs from the substantia nigra pars compacta (SNc) of behaving monkeys to determine if local population-level synchrony encodes specific aspects of a reward/effort instrumental task and whether dopamine single-units participate in that signal. We found that reward-correlated information is encoded in a low-frequency signal (<32-Hz; delta and beta bands) that is synchronized across a neural population that includes dopamine neurons. Conversely, high-frequency power (>33-Hz; gamma band) was anticorrelated with predicted reward value and dopamine single-units were never phase-locked to those frequencies. This high-frequency signal may reflect inhibitory processes that were not otherwise observable. LFP encoding of movement-related parameters was negligible. Together, LFPs provide novel insights into the multidimensional processing of reward information subserved by dopaminergic and other components of the midbrain.</description><identifier>ISSN: 0306-4522</identifier><identifier>EISSN: 1873-7544</identifier><identifier>DOI: 10.1016/j.neuroscience.2018.12.016</identifier><identifier>PMID: 30578975</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Action Potentials ; Animals ; Beta Rhythm - physiology ; Conditioning, Operant - physiology ; Delta Rhythm - physiology ; dopamine ; Dopamine - metabolism ; Dopaminergic Neurons - physiology ; Female ; LFP ; Life Sciences ; Macaca mulatta ; Male ; Microelectrodes ; Motor Activity - physiology ; Neurons and Cognition ; oscillations ; Pars Compacta - physiology ; Reward ; Signal Processing, Computer-Assisted ; synchronization</subject><ispartof>Neuroscience, 2019-02, Vol.399, p.167-183</ispartof><rights>2018 IBRO</rights><rights>Copyright © 2018 IBRO. Published by Elsevier Ltd. All rights reserved.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c521t-df7f32dce69fe930938f6106a28f0796a916223fe0dab9b94c92ae5429fac6863</citedby><cites>FETCH-LOGICAL-c521t-df7f32dce69fe930938f6106a28f0796a916223fe0dab9b94c92ae5429fac6863</cites><orcidid>0000-0003-2855-0672 ; 0000-0002-6074-4365 ; 0000-0001-8370-6903</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30578975$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-03025228$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Pasquereau, Benjamin</creatorcontrib><creatorcontrib>Tremblay, Léon</creatorcontrib><creatorcontrib>Turner, Robert S.</creatorcontrib><title>Local Field Potentials Reflect Dopaminergic and Non-Dopaminergic Activities within the Primate Midbrain</title><title>Neuroscience</title><addtitle>Neuroscience</addtitle><description>•Reward-associated events influence midbrain LFP signals in a frequency-dependent manner.•Dopaminergic single-unit spiking is often phase-locked to low-frequency components of the LFP (delta and beta bands).•LFP spectral power in the same low-frequency bands covaries positively with predicted and actual reward size.•LFP power at high frequencies (>33-Hz) is anticorrelated with predicted reward value.•Modulation of LFP power by movement or effort (predicted or actual) is negligible in the midbrain.
Midbrain dopamine neurons are thought to play a crucial role in motivating behaviors toward desired goals. While the activity of dopamine single-units is known to adhere closely to the reward prediction error (RPE) signal hypothesized by learning theory, much less is known about the dynamic coordination of population-level neuronal activities in the midbrain. Local field potentials (LFPs) are thought to reflect the changes in membrane potential synchronized across a population of neurons nearby a recording electrode. These changes involve complex combinations of local spiking activity with synaptic processing that are difficult to interpret. Here we sampled LFPs from the substantia nigra pars compacta (SNc) of behaving monkeys to determine if local population-level synchrony encodes specific aspects of a reward/effort instrumental task and whether dopamine single-units participate in that signal. We found that reward-correlated information is encoded in a low-frequency signal (<32-Hz; delta and beta bands) that is synchronized across a neural population that includes dopamine neurons. Conversely, high-frequency power (>33-Hz; gamma band) was anticorrelated with predicted reward value and dopamine single-units were never phase-locked to those frequencies. This high-frequency signal may reflect inhibitory processes that were not otherwise observable. LFP encoding of movement-related parameters was negligible. Together, LFPs provide novel insights into the multidimensional processing of reward information subserved by dopaminergic and other components of the midbrain.</description><subject>Action Potentials</subject><subject>Animals</subject><subject>Beta Rhythm - physiology</subject><subject>Conditioning, Operant - physiology</subject><subject>Delta Rhythm - physiology</subject><subject>dopamine</subject><subject>Dopamine - metabolism</subject><subject>Dopaminergic Neurons - physiology</subject><subject>Female</subject><subject>LFP</subject><subject>Life Sciences</subject><subject>Macaca mulatta</subject><subject>Male</subject><subject>Microelectrodes</subject><subject>Motor Activity - physiology</subject><subject>Neurons and Cognition</subject><subject>oscillations</subject><subject>Pars Compacta - physiology</subject><subject>Reward</subject><subject>Signal Processing, Computer-Assisted</subject><subject>synchronization</subject><issn>0306-4522</issn><issn>1873-7544</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNqNkV-PEyEUxYnRuN3Vr2CIT_owIzADM_hg0uwf16TqxugzocylpZlCBVrjt5dJ62bXJ3khuffc34VzEHpNSU0JFe82tYd9DMk48AZqRmhfU1aX1hM0o33XVB1v26doRhoiqpYzdobOU9qQcnjbPEdnDeFdLzs-Q6tFMHrENw7GAd-FDD47PSb8DewIJuOrsNNb5yGunMHaD_hL8NWj4txkd3DZQcK_XF47j_Ma8F10W50Bf3bDMmrnX6BntnDh5em-QD9urr9f3laLrx8_Xc4XleGM5mqwnW3YYEBIC7IhsumtoERo1lvSSaElFYw1Fsigl3IpWyOZBt4yabURvWgu0Icjd7dfbqGAfI56VLvpOfG3Ctqpxx3v1moVDkq0xTROC-DtEbD-Z-x2vlBTrZjKiqX9YdK-OS2L4eceUlZblwyMo_YQ9kkxyqXsJResSN8fpaYElyLYezYlakpVbdTDVNWUqqJMlVYZfvXwU_ejf2MsgqujAIq1BwdRnTCDiyVFNQT3P3v-AJkGvDA</recordid><startdate>20190210</startdate><enddate>20190210</enddate><creator>Pasquereau, Benjamin</creator><creator>Tremblay, Léon</creator><creator>Turner, Robert S.</creator><general>Elsevier Ltd</general><general>Elsevier - International Brain Research Organization</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2855-0672</orcidid><orcidid>https://orcid.org/0000-0002-6074-4365</orcidid><orcidid>https://orcid.org/0000-0001-8370-6903</orcidid></search><sort><creationdate>20190210</creationdate><title>Local Field Potentials Reflect Dopaminergic and Non-Dopaminergic Activities within the Primate Midbrain</title><author>Pasquereau, Benjamin ; Tremblay, Léon ; Turner, Robert S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c521t-df7f32dce69fe930938f6106a28f0796a916223fe0dab9b94c92ae5429fac6863</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Action Potentials</topic><topic>Animals</topic><topic>Beta Rhythm - physiology</topic><topic>Conditioning, Operant - physiology</topic><topic>Delta Rhythm - physiology</topic><topic>dopamine</topic><topic>Dopamine - metabolism</topic><topic>Dopaminergic Neurons - physiology</topic><topic>Female</topic><topic>LFP</topic><topic>Life Sciences</topic><topic>Macaca mulatta</topic><topic>Male</topic><topic>Microelectrodes</topic><topic>Motor Activity - physiology</topic><topic>Neurons and Cognition</topic><topic>oscillations</topic><topic>Pars Compacta - physiology</topic><topic>Reward</topic><topic>Signal Processing, Computer-Assisted</topic><topic>synchronization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pasquereau, Benjamin</creatorcontrib><creatorcontrib>Tremblay, Léon</creatorcontrib><creatorcontrib>Turner, Robert S.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Neuroscience</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pasquereau, Benjamin</au><au>Tremblay, Léon</au><au>Turner, Robert S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Local Field Potentials Reflect Dopaminergic and Non-Dopaminergic Activities within the Primate Midbrain</atitle><jtitle>Neuroscience</jtitle><addtitle>Neuroscience</addtitle><date>2019-02-10</date><risdate>2019</risdate><volume>399</volume><spage>167</spage><epage>183</epage><pages>167-183</pages><issn>0306-4522</issn><eissn>1873-7544</eissn><abstract>•Reward-associated events influence midbrain LFP signals in a frequency-dependent manner.•Dopaminergic single-unit spiking is often phase-locked to low-frequency components of the LFP (delta and beta bands).•LFP spectral power in the same low-frequency bands covaries positively with predicted and actual reward size.•LFP power at high frequencies (>33-Hz) is anticorrelated with predicted reward value.•Modulation of LFP power by movement or effort (predicted or actual) is negligible in the midbrain.
Midbrain dopamine neurons are thought to play a crucial role in motivating behaviors toward desired goals. While the activity of dopamine single-units is known to adhere closely to the reward prediction error (RPE) signal hypothesized by learning theory, much less is known about the dynamic coordination of population-level neuronal activities in the midbrain. Local field potentials (LFPs) are thought to reflect the changes in membrane potential synchronized across a population of neurons nearby a recording electrode. These changes involve complex combinations of local spiking activity with synaptic processing that are difficult to interpret. Here we sampled LFPs from the substantia nigra pars compacta (SNc) of behaving monkeys to determine if local population-level synchrony encodes specific aspects of a reward/effort instrumental task and whether dopamine single-units participate in that signal. We found that reward-correlated information is encoded in a low-frequency signal (<32-Hz; delta and beta bands) that is synchronized across a neural population that includes dopamine neurons. Conversely, high-frequency power (>33-Hz; gamma band) was anticorrelated with predicted reward value and dopamine single-units were never phase-locked to those frequencies. This high-frequency signal may reflect inhibitory processes that were not otherwise observable. LFP encoding of movement-related parameters was negligible. Together, LFPs provide novel insights into the multidimensional processing of reward information subserved by dopaminergic and other components of the midbrain.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>30578975</pmid><doi>10.1016/j.neuroscience.2018.12.016</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0003-2855-0672</orcidid><orcidid>https://orcid.org/0000-0002-6074-4365</orcidid><orcidid>https://orcid.org/0000-0001-8370-6903</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Action Potentials Animals Beta Rhythm - physiology Conditioning, Operant - physiology Delta Rhythm - physiology dopamine Dopamine - metabolism Dopaminergic Neurons - physiology Female LFP Life Sciences Macaca mulatta Male Microelectrodes Motor Activity - physiology Neurons and Cognition oscillations Pars Compacta - physiology Reward Signal Processing, Computer-Assisted synchronization |
title | Local Field Potentials Reflect Dopaminergic and Non-Dopaminergic Activities within the Primate Midbrain |
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