Abstract
Theta oscillations clock hippocampal activity during awake behaviour and rapid eye movement (REM) sleep. These oscillations are prominent in the local field potential, and they also reflect the subthreshold membrane potential and strongly modulate the spiking of hippocampal neurons. The prevailing view is that theta oscillations are synchronized throughout the hippocampus, despite the lack of conclusive experimental evidence. In contrast, here we show that in freely behaving rats, theta oscillations in area CA1 are travelling waves that propagate roughly along the septotemporal axis of the hippocampus. Furthermore, we find that spiking in the CA1 pyramidal cell layer is modulated in a consistent travelling wave pattern. Our results demonstrate that theta oscillations pattern hippocampal activity not only in time, but also across anatomical space. The presence of travelling waves indicates that the instantaneous output of the hippocampus is topographically organized and represents a segment, rather than a point, of physical space.
This is a preview of subscription content, access via your institution
Relevant articles
Open Access articles citing this article.
-
Dopamine D1-like receptors modulate synchronized oscillations in the hippocampal–prefrontal–amygdala circuit in contextual fear
Scientific Reports Open Access 17 October 2023
-
The impact of a closed-loop thalamocortical model on the spatiotemporal dynamics of cortical and thalamic traveling waves
Scientific Reports Open Access 13 July 2021
-
Pairwise maximum entropy model explains the role of white matter structure in shaping emergent co-activation states
Communications Biology Open Access 16 February 2021
Access options
Subscribe to this journal
Receive 51 print issues and online access
$199.00 per year
only $3.90 per issue
Rent or buy this article
Prices vary by article type
from$1.95
to$39.95
Prices may be subject to local taxes which are calculated during checkout






References
Green, J. D. & Arduini, A. A. Hippocampal electrical activity in arousal. J. Neurophysiol. 17, 533–557 (1954)
Vanderwolf, C. H. Hippocampal electrical activity and voluntary movement in the rat. Electroencephalogr. Clin. Neurophysiol. 26, 407–418 (1969)
Winson, J. Interspecies differences in the occurrence of theta. Behav. Biol. 7, 479–487 (1972)
Arnolds, D. E., Lopes da Silva, F. H., Aitink, J. W., Kamp, A. & Boeijinga, P. The spectral properties of hippocampal EEG related to behaviour in man. Electroencephalogr. Clin. Neurophysiol. 50, 324–328 (1980)
O’Keefe, J. & Nadel, L. The Hippocampus as a Cognitive Map (Oxford Univ. Press, 1978)
Winson, J. Loss of hippocampal theta rhythm results in spatial memory deficit in the rat. Science 201, 160–163 (1978)
Mitchell, S. J., Rawlins, J. N., Steward, O. & Olton, D. S. Medial septal area lesions disrupt theta rhythm and cholinergic staining in medial entorhinal cortex and produce impaired radial arm maze behavior in rats. J. Neurosci. 2, 292–302 (1982)
Fujita, Y. & Sato, T. Intracellular records from hippocampal pyramidal cells in rabbit during theta rhythm activity. J. Neurophysiol. 27, 1012–1025 (1964)
Leung, L. S. & Yim, C. Y. Intracellular records of theta rhythm in hippocampal CA1 cells of the rat. Brain Res. 367, 323–327 (1986)
Vertes, R. P. & Kocsis, B. Brainstem-diencephalo-septohippocampal systems controlling the theta rhythm of the hippocampus. Neuroscience 81, 893–926 (1997)
Ranck, J. B. Studies on single neurons in dorsal hippocampal formation and septum in unrestrained rats. I. Behavioral correlates and firing repertoires. Exp. Neurol. 41, 461–531 (1973)
Buzsaki, G., Leung, L. W. S. & Vanderwolf, C. H. Cellular bases of hippocampal EEG in the behaving rat. Brain Res. 287, 139–171 (1983)
Fox, S. E., Wolfson, S. & Ranck, J. B. Hippocampal theta rhythm and the firing of neurons in walking and urethane anesthetized rats. Exp. Brain Res. 62, 495–508 (1986)
Pavlides, C., Greenstein, Y. J., Grudman, M. & Winson, J. Long-term potentiation in the dentate gyrus is induced preferentially on the positive phase of theta-rhythm. Brain Res. 439, 383–387 (1988)
Huerta, P. T. & Lisman, J. E. Heightened synaptic plasticity of hippocampal CA1 neurons during a cholinergically induced rhythmic state. Nature 364, 723–725 (1993)
O’Keefe, J. & Dostrovsky, J. The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat. Brain Res. 34, 171–175 (1971)
O’Keefe, J. & Recce, M. L. Phase relationship between hippocampal place units and the EEG theta rhythm. Hippocampus 3, 317–330 (1993)
Skaggs, W. E., McNaughton, B. L., Wilson, M. A. & Barnes, C. A. Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences. Hippocampus 6, 149–172 (1996)
Huxter, J., Burgess, N. & O’Keefe, J. Independent rate and temporal coding in hippocampal pyramidal cells. Nature 425, 828–832 (2003)
Debanne, D., Gahwiler, B. H. & Thompson, S. M. Long-term synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slice cultures. J. Physiol. (Lond.) 507, 237–247 (1998)
Lisman, J. E. Relating hippocampal circuitry to function: recall of memory sequences by reciprocal dentate-CA3 interactions. Neuron 22, 233–242 (1999)
Pedemonte, M., Pena, J. L. & Velluti, R. A. Firing of inferior colliculus auditory neurons is phase-locked to the hippocampus theta rhythm during paradoxical sleep and waking. Exp. Brain Res. 112, 41–46 (1996)
Alonso, A. & Garcia-Austt, E. Neuronal sources of theta rhythm in the entorhinal cortex of the rat. II. Phase relations between unit discharges and theta field potentials. Exp. Brain Res. 67, 502–509 (1987)
Siapas, A. G., Lubenov, E. V. & Wilson, M. A. Prefrontal phase locking to hippocampal theta oscillations. Neuron 46, 141–151 (2005)
Green, J. D., Maxwell, D. S., Schindler, W. J. & Stumpf, C. Rabbit EEG ‘theta’ rhythm: its anatomical source and relation to activity in single neurons. J. Neurophysiol. 23, 403–420 (1960)
Petsche, H. & Stumpf, C. Topographic and toposcopic study of origin and spread of the regular synchronized arousal pattern in the rabbit. Electroencephalogr. Clin. Neurophysiol. 12, 589–600 (1960)
Winson, J. Patterns of hippocampal theta rhythm in the freely moving rat. Electroencephalogr. Clin. Neurophysiol. 36, 291–301 (1974)
Bland, B. H., Anderson, P. & Ganes, T. Two generators of hippocampal theta activity in rabbits. Brain Res. 94, 199–218 (1975)
Leung, L. W. Model of gradual phase shift of theta rhythm in the rat. J. Neurophysiol. 52, 1051–1065 (1984)
Buzsaki, G., Czopf, J., Kondakor, I. & Kellenyi, L. Laminar distribution of hippocampal rhythmic slow activity (RSA) in the behaving rat: current-source density analysis, effects of urethane and atropine. Brain Res. 365, 125–137 (1986)
Kocsis, B., Bragin, A. & Buzsaki, G. Interdependence of multiple theta generators in the hippocampus: a partial coherence analysis. J. Neurosci. 19, 6200–6212 (1999)
Buzsaki, G. Theta oscillations in the hippocampus. Neuron 33, 325–340 (2002)
Bullock, T. H., Buzsaki, G. & McClune, M. C. Coherence of compound field potentials reveals discontinuities in the CA1-subiculum of the hippocampus in freely-moving rats. Neuroscience 38, 609–619 (1990)
Bragin, A. et al. Gamma (40–100 Hz) oscillation in the hippocampus of the behaving rat. J. Neurosci. 15, 47–60 (1995)
Amaral, D. G. & Witter, M. P. in The Rat Nervous System (ed. Paxinos G.) Ch. 21, 443–493 (Academic, 2004)
van Groen, T. & Wyss, J. M. Extrinsic projections from area CA1 of the rat hippocampus: olfactory, cortical, subcortical, and bilateral hippocampal formation projections. J. Comp. Neurol. 302, 515–528 (1990)
Cenquizca, L. A. & Swanson, L. W. Spatial organization of direct hippocampal field CA1 axonal projections to the rest of the cerebral cortex. Brain Res. Rev. 56, 1–26 (2007)
Jung, M. W., Wiener, S. I. & McNaughton, B. L. Comparison of spatial firing characteristics of units in dorsal and ventral hippocampus of the rat. J. Neurosci. 14, 7347–7356 (1994)
Maurer, A. P., Vanrhoads, S. R., Sutherland, G. R., Lipa, P. & McNaughton, B. L. Self-motion and the origin of differential spatial scaling along the septo-temporal axis of the hippocampus. Hippocampus 15, 841–852 (2005)
Kjelstrup, K. B. et al. Finite scale of spatial representation in the hippocampus. Science 321, 140–143 (2008)
Huxter, J. R., Senior, T. J., Allen, K. & Csicsvari, J. Theta phase-specific codes for two-dimensional position, trajectory and heading in the hippocampus. Nature Neurosci. 11, 587–594 (2008)
Ermentrout, G. B. & Kleinfeld, D. Traveling electrical waves in cortex: insights from phase dynamics and speculation on a computational role. Neuron 29, 33–44 (2001)
Miles, R., Traub, R. D. & Wong, R. K. Spread of synchronous firing in longitudinal slices from the CA3 region of the hippocampus. J. Neurophysiol. 60, 1481–1496 (1988)
Traub, R. D. & Miles, R. Neuronal Networks of the Hippocampus Ch. 6, 119–156 (Cambridge Univ. Press, 1991)
Alonso, A. & Llinas, R. R. Subthreshold Na+-dependent theta-like rhythmicity in stellate cells of entorhinal cortex layer II. Nature 342, 175–177 (1989)
Haas, J. S. & White, J. A. Frequency selectivity of layer II stellate cells in the medial entorhinal cortex. J. Neurophysiol. 88, 2422–2429 (2002)
Giocomo, L. M., Zilli, E. A., Fransen, E. & Hasselmo, M. E. Temporal frequency of subthreshold oscillations scales with entorhinal grid cell field spacing. Science 315, 1719–1722 (2007)
Leung, L. S. & Yu, H.-W. Theta-frequency resonance in hippocampal CA1 neurons in vitro demonstrated by sinusoidal current injection. J. Neurophysiol. 79, 1592–1596 (1998)
Cobb, S. R., Buhl, E. H., Halasy, K., Paulsen, O. & Somogyi, P. Synchronization of neuronal activity in hippocampus by individual GABAergic interneurons. Nature 378, 75–78 (1995)
Miller, R. Cortico-Hippocampal Interplay and the Representation of Contexts in the Brain Ch. 9, 159–188 (Springer-Verlag, 1991)
Acknowledgements
We thank C. Wierzynski, M. Gu, G. Laurent, E. Schuman and A. Tolias for critical discussions and comments on the manuscript. We also thank the Caltech Brain Imaging Center and D. Procissi for the MRI brain scans. This work was supported by the Caltech Information Science and Technology Center for Biological Circuit Design, a 21st Century McDonnell Foundation Award, the Bren Foundation, and the McKnight Foundation.
Author information
Authors and Affiliations
Corresponding authors
Supplementary information
Supplementary Information
This file contains Supplementary Methods and Data, Supplementary Notes for Supplementary Movies 1-3, Supplementary References and Supplementary Figures S1-S27 with Legends. (PDF 13325 kb)
Supplementary Movie 1
This movie shows travelling theta wave in rat 1 implanted with 6x5 grid (see file S1 for full Notes). (MOV 748 kb)
Supplementary Movie 2
This movie shows travelling theta wave in rat 2 implanted with 4x8 grid (see file S1 for full Notes). (MOV 730 kb)
Supplementary Movie 3
This movie shows travelling theta wave in rat 3 implanted with 5x6 grid (see file S1 for full Notes). (MOV 787 kb)
Rights and permissions
About this article
Cite this article
Lubenov, E., Siapas, A. Hippocampal theta oscillations are travelling waves. Nature 459, 534–539 (2009). https://doi.org/10.1038/nature08010
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/nature08010
This article is cited by
-
Dopamine D1-like receptors modulate synchronized oscillations in the hippocampal–prefrontal–amygdala circuit in contextual fear
Scientific Reports (2023)
-
Analysis of the Local Dynamics of Interictal Discharge Propagation Using a Traveling Wave Model
Neuroscience and Behavioral Physiology (2023)
-
Modulation of Neuronal Activity and Saccades at Theta Rhythm During Visual Search in Non-human Primates
Neuroscience Bulletin (2022)
-
Magnifying Traveling Waves on the Scalp
Brain Topography (2022)
-
Probing the Functional and Structural Connectivity Underlying EEG Traveling Waves
Brain Topography (2022)
Comments
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.