Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner.

local field potentials motor cortex neural manifolds neural populations neuroscience rhesus macaque single neurons somatosensory cortex

Journal

eLife
ISSN: 2050-084X
Titre abrégé: Elife
Pays: England
ID NLM: 101579614

Informations de publication

Date de publication:
15 08 2022
Historique:
received: 18 08 2021
accepted: 02 08 2022
pubmed: 16 8 2022
medline: 15 9 2022
entrez: 15 8 2022
Statut: epublish

Résumé

The spiking activity of populations of cortical neurons is well described by the dynamics of a small number of population-wide covariance patterns, whose activation we refer to as 'latent dynamics'. These latent dynamics are largely driven by the same correlated synaptic currents across the circuit that determine the generation of local field potentials (LFPs). Yet, the relationship between latent dynamics and LFPs remains largely unexplored. Here, we characterised this relationship for three different regions of primate sensorimotor cortex during reaching. The correlation between latent dynamics and LFPs was frequency-dependent and varied across regions. However, for any given region, this relationship remained stable throughout the behaviour: in each of primary motor and premotor cortices, the LFP-latent dynamics correlation profile was remarkably similar between movement planning and execution. These robust associations between LFPs and neural population latent dynamics help bridge the wealth of studies reporting neural correlates of behaviour using either type of recordings.

Identifiants

pubmed: 35968845
doi: 10.7554/eLife.73155
pii: 73155
pmc: PMC9470163
doi:
pii:

Banques de données

Dryad
['10.5061/dryad.xd2547dkt']

Types de publication

Journal Article Research Support, Non-U.S. Gov't Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NINDS NIH HHS
ID : R01 NS074044
Pays : United States
Organisme : NINDS NIH HHS
ID : F31 NS092356
Pays : United States
Organisme : NINDS NIH HHS
ID : R01 NS095251
Pays : United States
Organisme : NINDS NIH HHS
ID : R01 NS053603
Pays : United States
Organisme : NICHD NIH HHS
ID : T32 HD007418
Pays : United States
Organisme : NINDS NIH HHS
ID : T32 NS086749
Pays : United States

Informations de copyright

© 2022, Gallego-Carracedo et al.

Déclaration de conflit d'intérêts

CG, MP, RC, LM, JG No competing interests declared

Références

Science. 2019 Mar 1;363(6430):975-978
pubmed: 30819961
Neuron. 2005 Apr 21;46(2):347-54
pubmed: 15848811
Anat Rec A Discov Mol Cell Evol Biol. 2004 Nov;281(1):1148-56
pubmed: 15470673
Nat Commun. 2018 Sep 3;9(1):3556
pubmed: 30177686
Proc Natl Acad Sci U S A. 1993 May 15;90(10):4470-4
pubmed: 8506287
Nat Neurosci. 2001 Oct;4(10):1020-5
pubmed: 11547338
Nat Neurosci. 2020 Feb;23(2):260-270
pubmed: 31907438
Nat Commun. 2021 Jan 27;12(1):607
pubmed: 33504797
Cereb Cortex. 2004 Mar;14(3):300-13
pubmed: 14754869
Cell. 2019 Nov 14;179(5):1015-1032
pubmed: 31730847
Nat Neurosci. 2002 Aug;5(8):805-11
pubmed: 12134152
Neuron. 2017 Jun 7;94(5):978-984
pubmed: 28595054
PLoS One. 2016 Aug 26;11(8):e0160851
pubmed: 27564707
J Neurosci. 2022 May 18;42(20):4131-4146
pubmed: 35422440
eNeuro. 2020 Aug 31;7(4):
pubmed: 32737181
Annu Rev Neurosci. 2010;33:269-98
pubmed: 20345247
Nat Neurosci. 2015 Feb;18(2):170-81
pubmed: 25622573
J Neurophysiol. 1989 Mar;61(3):534-49
pubmed: 2709098
J Neurophysiol. 2012 Mar;107(5):1337-55
pubmed: 22157115
Proc Natl Acad Sci U S A. 2019 Jul 23;116(30):15210-15215
pubmed: 31182595
Nature. 2014 Aug 28;512(7515):423-6
pubmed: 25164754
PLoS Comput Biol. 2013;9(7):e1003137
pubmed: 23874180
Nat Neurosci. 2019 Nov;22(11):1883-1891
pubmed: 31570859
J Neurosci. 1991 Mar;11(3):667-89
pubmed: 1705965
Neuron. 2011 Dec 8;72(5):859-72
pubmed: 22153380
Neuron. 2018 Mar 7;97(5):1177-1186.e3
pubmed: 29456026
J Neurophysiol. 2006 Sep;96(3):1492-506
pubmed: 16738219
J Neurophysiol. 1997 Mar;77(3):1171-94
pubmed: 9084589
J Neurophysiol. 2017 Apr 1;117(4):1524-1543
pubmed: 28100654
Science. 2021 May 21;372(6544):831-836
pubmed: 34016775
Neuron. 2002 Jan 31;33(3):325-40
pubmed: 11832222
Nat Commun. 2019 Jun 20;10(1):2718
pubmed: 31221968
Brain. 2018 Jan 1;141(1):205-216
pubmed: 29190362
Nat Neurosci. 2018 Jan;21(1):102-110
pubmed: 29203897
J Neurophysiol. 2009 Aug;102(2):1315-30
pubmed: 19297518
Neuron. 2018 Jun 6;98(5):1005-1019.e5
pubmed: 29879384
Nat Rev Neurosci. 2013 Nov;14(11):770-85
pubmed: 24135696
Nat Commun. 2018 May 3;9(1):1788
pubmed: 29725023
Neuron. 2018 Nov 21;100(4):964-976.e7
pubmed: 30344047
J Neurophysiol. 1996 Dec;76(6):3949-67
pubmed: 8985892
J Neurophysiol. 1998 Jan;79(1):159-73
pubmed: 9425187
J Neurosci. 2010 Jan 6;30(1):350-60
pubmed: 20053916
J Neurophysiol. 1997 Mar;77(3):1195-212
pubmed: 9084590
Nat Methods. 2018 Oct;15(10):805-815
pubmed: 30224673
Nat Rev Neurosci. 2012 May 18;13(6):407-20
pubmed: 22595786
Eur J Neurosci. 2007 Nov;26(9):2677-86
pubmed: 17970720
Nature. 2013 Nov 7;503(7474):78-84
pubmed: 24201281
Elife. 2020 Jan 23;9:
pubmed: 31971510
Nat Neurosci. 2013 Feb;16(2):130-8
pubmed: 23354386
Curr Opin Neurobiol. 2019 Oct;58:112-121
pubmed: 31563083
J Neurosci. 2006 Jul 26;26(30):7779-90
pubmed: 16870724
Nature. 2015 May 28;521(7553):511-515
pubmed: 25849776
J Neural Eng. 2015 Jun;12(3):036009
pubmed: 25946198
Nat Commun. 2016 Oct 27;7:13239
pubmed: 27807345
J Neurophysiol. 1996 Dec;76(6):3968-82
pubmed: 8985893
J Neurophysiol. 2012 Jul;108(1):18-24
pubmed: 22496527
Nature. 2019 Apr;568(7753):493-498
pubmed: 31019317
J Neurosci. 2015 Jun 17;35(24):9038-49
pubmed: 26085629
J Comp Neurol. 1985 Nov 22;241(4):445-66
pubmed: 4078042
J Neurosci. 2018 May 9;38(19):4556-4568
pubmed: 29661966
J Neural Eng. 2007 Dec;4(4):369-79
pubmed: 18057504
J Neurosci. 2008 Jul 16;28(29):7334-43
pubmed: 18632937
Nat Commun. 2018 Jun 21;9(1):2423
pubmed: 29930307
Neuron. 2012 Nov 21;76(4):838-846
pubmed: 23177967
J Neurophysiol. 2013 Mar;109(6):1505-13
pubmed: 23274308
J Neurophysiol. 1980 Oct;44(4):751-72
pubmed: 6253604
PLoS Comput Biol. 2021 Feb 5;17(2):e1008621
pubmed: 33544700
J Neurophysiol. 2005 Oct;94(4):2353-78
pubmed: 15888522
Elife. 2022 Aug 15;11:
pubmed: 35968845
Front Neural Circuits. 2016 Dec 15;10:101
pubmed: 28018180
J Neurosci. 2018 Sep 19;38(38):8177-8186
pubmed: 30093534
Front Syst Neurosci. 2010 Jul 30;4:
pubmed: 20740079
J Physiol. 1997 May 15;501 ( Pt 1):225-41
pubmed: 9175005
Nat Rev Neurosci. 2019 Jun;20(6):330-345
pubmed: 30833706
Nat Neurosci. 2015 Jul;18(7):1025-33
pubmed: 26075643
Nat Neurosci. 2016 Aug;19(8):1041-9
pubmed: 27294508
Annu Rev Neurosci. 2020 Jul 8;43:249-275
pubmed: 32640928
Trends Cogn Sci. 2012 Nov;16(11):541-9
pubmed: 23031541
Nat Commun. 2017 Feb 08;8:14413
pubmed: 28176756
Nat Commun. 2022 Sep 2;13(1):5163
pubmed: 36056006
J Neurophysiol. 2003 Apr;89(4):2279-88
pubmed: 12612022
Nat Neurosci. 2020 Oct;23(10):1286-1296
pubmed: 32895567
J Neurophysiol. 2012 Dec;108(12):3342-52
pubmed: 23019008
Nature. 2021 May;593(7858):249-254
pubmed: 33981047
Nat Neurosci. 2014 Nov;17(11):1500-9
pubmed: 25151264
J Neurosci. 2021 Feb 3;41(5):883-890
pubmed: 33257323
Brain Res. 2005 Aug 2;1052(1):71-81
pubmed: 16018988
Proc Natl Acad Sci U S A. 2006 May 23;103(21):8257-62
pubmed: 16702556
PLoS Biol. 2011 Apr;9(4):e1000610
pubmed: 21532743
Neuron. 2010 Nov 4;68(3):387-400
pubmed: 21040842
J Neurophysiol. 2007 Jan;97(1):348-59
pubmed: 17005608
Nat Neurosci. 2014 Mar;17(3):440-8
pubmed: 24487233
Nat Neurosci. 2018 Jul;21(7):903-919
pubmed: 29942039
IEEE Trans Biomed Eng. 2010 Jul;57(7):1774-84
pubmed: 20403782
J Neurosci. 2016 Feb 10;36(6):1971-6
pubmed: 26865620
J Neurophysiol. 1994 Mar;71(3):1281-4
pubmed: 8201421
J Neurophysiol. 2006 Jun;95(6):3904-10
pubmed: 16709725
Physiol Rev. 1985 Jan;65(1):37-100
pubmed: 3880898
J Neurophysiol. 2015 Sep;114(3):1500-12
pubmed: 26133797
Nat Neurosci. 2017 Sep;20(9):1310-1318
pubmed: 28783140

Auteurs

Cecilia Gallego-Carracedo (C)

Department of Bioengineering, Imperial College London, London, United Kingdom.
Neural and Cognitive Engineering Group, Centre for Automation and Robotics, Spanish National Research Council, Arganda del Rey, Spain.

Matthew G Perich (MG)

Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, United States.
Département de neurosciences, Faculté de médecine, Université de Montréal, Montréal, Canada.

Raeed H Chowdhury (RH)

Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States.

Lee E Miller (LE)

Department of Neuroscience, Northwestern University, Chicago, United States.
Department of Biomedical Engineering, Northwestern University, Evanston, United States.
Department of Physical Medicine and Rehabilitation, Northwestern University, and Shirley Ryan AbilityLab, Chicago, United States.

Juan Álvaro Gallego (JÁ)

Department of Bioengineering, Imperial College London, London, United Kingdom.

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