Home LiteratureArticle Details
PMID: 18923391 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Entrained rhythmic activities of neuronal ensembles as perceptual memory of time interval.

Nature ·Vol. 456 ·No. 7218 ·2008-11-06 ·Pages 102-6

Sumbre G, Muto A, Baier H, Poo MM

Abstract

The ability to process temporal information is fundamental to sensory perception, cognitive processing and motor behaviour of all living organisms, from amoebae to humans. Neural circuit mechanisms based on neuronal and synaptic properties have been shown to process temporal information over the range of tens of microseconds to hundreds of milliseconds. How neural circuits process temporal information in the range of seconds to minutes is much less understood. Studies of working memory in monkeys and rats have shown that neurons in the prefrontal cortex, the parietal cortex and the thalamus exhibit ramping activities that linearly correlate with the lapse of time until the end of a specific time interval of several seconds that the animal is trained to memorize. Many organisms can also memorize the time interval of rhythmic sensory stimuli in the timescale of seconds and can coordinate motor behaviour accordingly, for example, by keeping the rhythm after exposure to the beat of music. Here we report a form of rhythmic activity among specific neuronal ensembles in the zebrafish optic tectum, which retains the memory of the time interval (in the order of seconds) of repetitive sensory stimuli for a duration of up to approximately 20 s. After repetitive visual conditioning stimulation (CS) of zebrafish larvae, we observed rhythmic post-CS activities among specific tectal neuronal ensembles, with a regular interval that closely matched the CS. Visuomotor behaviour of the zebrafish larvae also showed regular post-CS repetitions at the entrained time interval that correlated with rhythmic neuronal ensemble activities in the tectum. Thus, rhythmic activities among specific neuronal ensembles may act as an adjustable 'metronome' for time intervals in the order of seconds, and serve as a mechanism for the short-term perceptual memory of rhythmic sensory experience.

MeSH Terms
Animals Calcium/metabolism Conditioning, Psychological Larva/physiology Memory/physiology Neurons/physiology Periodicity Photic Stimulation Superior Colliculi/cytology,physiology Swimming/physiology Tail/physiology Time Factors Zebrafish/embryology,growth & development,physiology
Chemicals
Calcium
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Sumbre Germán
Division of Neurobiology, Department of Molecular and Cell Biology, Helen Wills Neuroscience Institute, University of California, Berkeley, California 94720, USA.
Muto Akira
Baier Herwig
Poo Mu-ming
References (37)
37 references, click to expand
  1. Retrospective and prospective coding for predicted reward in the sensory thalamus.
    Nature. 2001 Aug 2;412(6846):546-9 PMID: 11484055
  2. Prospective coding for objects in primate prefrontal cortex.
    J Neurosci. 1999 Jul 1;19(13):5493-505 PMID: 10377358
  3. Functional imaging reveals rapid development of visual response properties in the zebrafish tectum.
    Neuron. 2005 Mar 24;45(6):941-51 PMID: 15797554
  4. Two-photon laser scanning fluorescence microscopy.
    Science. 1990 Apr 6;248(4951):73-6 PMID: 2321027
  5. Genetic single-cell mosaic analysis implicates ephrinB2 reverse signaling in projections from the posterior tectum to the hindbrain in zebrafish.
    J Neurosci. 2007 May 16;27(20):5271-9 PMID: 17507550
  6. A pyramid approach to subpixel registration based on intensity.
    IEEE Trans Image Process. 1998;7(1):27-41 PMID: 18267377
  7. What makes us tick? Functional and neural mechanisms of interval timing.
    Nat Rev Neurosci. 2005 Oct;6(10):755-65 PMID: 16163383
  8. Modulation of locomotor activity in larval zebrafish during light adaptation.
    J Exp Biol. 2007 Jul;210(Pt 14):2526-39 PMID: 17601957
  9. Reconstruction of firing rate changes across neuronal populations by temporally deconvolved Ca2+ imaging.
    Nat Methods. 2006 May;3(5):377-83 PMID: 16628208
  10. The Psychophysics Toolbox.
    Spat Vis. 1997;10(4):433-6 PMID: 9176952
  11. In vivo imaging of zebrafish reveals differences in the spinal networks for escape and swimming movements.
    J Neurosci. 2001 Nov 15;21(22):8956-65 PMID: 11698606
  12. From perception to action: temporal integrative functions of prefrontal and parietal neurons.
    Cereb Cortex. 1999 Apr-May;9(3):213-21 PMID: 10355901
  13. Functional anatomy of the tectum mesencephali of the goldfish. An explorative analysis of the functional implications of the laminar structural organization of the tectum.
    Brain Res. 1983 Dec;287(3):247-97 PMID: 6362772
  14. Reverse correlation of rapid calcium signals in the zebrafish optic tectum in vivo.
    J Neurosci Methods. 2006 Oct 30;157(2):230-7 PMID: 16765450
  15. Detection and prediction of periodic patterns by the retina.
    Nat Neurosci. 2007 May;10(5):552-4 PMID: 17450138
  16. Event-related potentials in the retina and optic tectum of fish.
    J Neurophysiol. 1990 Sep;64(3):903-14 PMID: 2230933
  17. A high signal-to-noise Ca(2+) probe composed of a single green fluorescent protein.
    Nat Biotechnol. 2001 Feb;19(2):137-41 PMID: 11175727
  18. Optical physiology and locomotor behaviors of wild-type and nacre zebrafish.
    Methods Cell Biol. 2004;76:261-84 PMID: 15602880
  19. Dynamic properties of visual evoked potentials in the tectum of cartilaginous and bony fishes, with neuroethological implications.
    J Exp Zool Suppl. 1990;5:142-55 PMID: 1982492
  20. In vivo two-photon calcium imaging of neuronal networks.
    Proc Natl Acad Sci U S A. 2003 Jun 10;100(12):7319-24 PMID: 12777621
  21. Processing of temporal information in the brain.
    Annu Rev Neurosci. 1993;16:223-43 PMID: 8460892
  22. A topographic map of recruitment in spinal cord.
    Nature. 2007 Mar 1;446(7131):71-5 PMID: 17330042
  23. Toward a neurobiology of temporal cognition: advances and challenges.
    Curr Opin Neurobiol. 1997 Apr;7(2):170-84 PMID: 9142762
  24. Amoebae anticipate periodic events.
    Phys Rev Lett. 2008 Jan 11;100(1):018101 PMID: 18232821
  25. Interval-specific event related potentials to omitted stimuli in the electrosensory pathway in elasmobranchs: an elementary form of expectation.
    J Comp Physiol A. 1993 May;172(4):501-10 PMID: 8315611
  26. The VideoToolbox software for visual psychophysics: transforming numbers into movies.
    Spat Vis. 1997;10(4):437-42 PMID: 9176953
  27. nacre encodes a zebrafish microphthalmia-related protein that regulates neural-crest-derived pigment cell fate.
    Development. 1999 Sep;126(17):3757-67 PMID: 10433906
  28. The development of vision in the zebrafish (Danio rerio).
    Dev Biol. 1996 Dec 15;180(2):646-63 PMID: 8954734
  29. Timing and neural encoding of somatosensory parametric working memory in macaque prefrontal cortex.
    Cereb Cortex. 2003 Nov;13(11):1196-207 PMID: 14576211
  30. Morphological aspects of the teleostean visual system: a review.
    Brain Res. 1983 Oct;287(2):117-37 PMID: 6315186
  31. Timing of neural responses in cortical organotypic slices.
    Proc Natl Acad Sci U S A. 2003 Apr 15;100(8):4897-902 PMID: 12668762
  32. Representation of time by neurons in the posterior parietal cortex of the macaque.
    Neuron. 2003 Apr 24;38(2):317-27 PMID: 12718864
  33. Visual prey capture in larval zebrafish is controlled by identified reticulospinal neurons downstream of the tectum.
    J Neurosci. 2005 Oct 5;25(40):9294-303 PMID: 16207889
  34. How do we tell time?
    Neuroscientist. 2002 Feb;8(1):42-51 PMID: 11843098
  35. Dynamic properties of human visual evoked and omitted stimulus potentials.
    Electroencephalogr Clin Neurophysiol. 1994 Jul;91(1):42-53 PMID: 7517843
  36. "In vivo" monitoring of neuronal network activity in zebrafish by two-photon Ca(2+) imaging.
    Pflugers Arch. 2003 Sep;446(6):766-73 PMID: 12883893
  37. The biology of time across different scales.
    Nat Chem Biol. 2007 Oct;3(10):594-7 PMID: 17876310
Article Info
Journal
Nature
Abbr.
Nature
ISSN
1476-4687
Published
2008-11-06
Epub
2008-00-15
Pages
102-6
Language
English
Region
England
NLM ID
0410462
PMCID
PMC2896960
Subset
IM
Grants
NEI NIH HHS · R01 EY012406 · United States
NINDS NIH HHS · R01 NS053358-01A2 · United States
NEI NIH HHS · R01 EY012406-02 · United States
NINDS NIH HHS · R01 NS053358-02 · United States
NEI NIH HHS · R01 EY012406-08 · United States
NEI NIH HHS · R01 EY012406-03 · United States
NINDS NIH HHS · R01 NS053358 · United States
NEI NIH HHS · R01 EY012406-06A2 · United States
NINDS NIH HHS · R01 NS053358-03 · United States
NEI NIH HHS · R01 EY012406-04 · United States
NEI NIH HHS · R01 EY012406-05 · United States
NEI NIH HHS · R01 EY012406-09 · United States
NINDS NIH HHS · R01 NS053358-04 · United States
NINDS NIH HHS · R01 NS053358-02S1 · United States
NEI NIH HHS · R01 EY012406-07 · United States
NEI NIH HHS · R01 EY012406-01 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com