Cell type-and activity-dependent extracellular correlates of intracellular spiking

Journal of Neurophysiology

Volumn 114, Issue 1, 2015, Pages 608-623

  Anastassiou, Costas A ^a   Perin, Rodrigo ^b   Buzsáki, György ^c   Markram, Henry ^b   Koch, Christof ^a  

^a ALLEN INSTITUTE FOR BRAIN SCIENCE   (United States)

^b EPFL   (Switzerland)

^c NEW YORK UNIVERSITY MEDICAL CENTER   (United States)

Author keywords

Clustering; Extracellular recordings; Intracellular spikes; LFP; Spike waveform

Indexed keywords

ANIMAL CELL; ARTICLE; BIOPHYSICS; BRAIN ELECTROPHYSIOLOGY; CONTROLLED STUDY; CORRELATION ANALYSIS; ELECTROENCEPHALOGRAM; NERVE CELL; NERVE POTENTIAL; NEUROPHYSIOLOGY; NONHUMAN; PRIORITY JOURNAL; RAT; SOMATOSENSORY CORTEX; SPIKE WAVE; WHOLE CELL PATCH CLAMP; ACTION POTENTIAL; ANIMAL; BIOLOGICAL MODEL; COMPUTER SIMULATION; CYTOLOGY; MICROELECTRODE; PATCH CLAMP TECHNIQUE; PHYSIOLOGY; PROCEDURES; TISSUE CULTURE TECHNIQUE; WISTAR RAT;

ACTION POTENTIALS; ANIMALS; COMPUTER SIMULATION; MICROELECTRODES; MODELS, NEUROLOGICAL; NEURONS; PATCH-CLAMP TECHNIQUES; RATS, WISTAR; SOMATOSENSORY CORTEX; TISSUE CULTURE TECHNIQUES;

EID: 84937711450     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.00628.2014     Document Type: Article

References (68)

1. Amzica F, Steriade M. Neuronal and glial membrane potentials during sleep and paroxysmal oscillations in the neocortex. J Neurosci 20: 6648-6665, 2000.
2. Anastassiou CA, Koch C. Ephaptic coupling to endogenous electric field activity: why bother? Curr Opin Neurobiol 31: 95-103, 2015.
3. Anastassiou CA, Perin R, Markram H, Koch C. Ephaptic coupling of cortical neurons. Nat Neurosci 14: 217-223, 2011.
4. Anastassiou C, Buzsáki G, Koch C. Biophysics of extracellular spikes. In: Principles of Neural Coding. Boca Raton, FL: CRC Taylor, 2013, p. 15-37
5. Barthó P, Hirase H, Monconduit L, Zugaro M, Harris K, Buzsáki G. Characterization of neocortical principal cells and interneurons by network interactions and extracellular features. J Neurophysiol 92: 600-608, 2004
6. Bédard C, Destexhe A. Macroscopic models of local field potentials and the apparent 1/f noise in brain activity. Biophys J 96: 2589-2603, 2009
7. Bédard C, Kroger H, Destexhe A. Modeling extracellular field potentials and the frequency-filtering properties of extracellular space. Biophys J 86: 1829-1842, 2004.
8. Belluscio MA, Mizuseki K, Schmidt R, Kempter R, Buzsáki G. Cross-frequency phase-phase coupling between theta and gamma oscillations in the hippocampus. J Neurosci 32: 423-435, 2012.
9. Billeh YN, Schaub MT, Anastassiou CA, Barahona M, Koch C. Revealing cell assemblies at multiple levels of granularity. J Neurosci Methods 236: 92-106, 2014.
10. Blanche T, Spacek M, Hetke J, Swindlale N. Polytrodes: high-density silicon electrode arrays for large-scale multiunit recording. J Neurophysiol 93: 2987-3000, 2005.
11. Buzsáki G. Large-scale recording of neuronal ensembles. Nat Neurosci 7: 446-451, 2004.
12. Buzsáki G, Anastassiou CA, Koch C. Origin of extracellular fields and currents-EEG, ECOG, LFP and spikes. Nat Rev Neurosci 13: 407-420, 2012.
13. Buzsáki G, Kandel A. Somadendritic backpropagation of action potentials in cortical pyramidal cells of the awake rat. J Neurophysiol 79: 1587-1591, 1998.
14. Buzsáki G, Mizuseki K. The log-dynamic brain: how skewed distributions affect network operations. Nat Rev Neurosci 15: 264-278, 2014.
15. Buzsáki G, Penttonen M, Nádasdy Z, Bragin A. Pattern and inhibition-dependent invasion of pyramidal cell dendrites by fast spikes in the hippocampus in vivo. Proc Natl Acad Sci USA 93: 9921-9925, 1996.
16. Csicsvari J, Henze D, Jamieson B, Harris K, Sirota A, Barthó P, Wise K, Buzsáki G. Massively parallel recording of unit and local field potentials with silicon-based electrodes. J Neurophysiol 90: 1314-1324, 2003.
17. Deans JK, Powell AD, Jefferys JG. Sensitivity of coherent oscillations in rat hippocampus to AC electric fields. J Physiol 583: 555-565, 2007
18. Denker M, Roux S, Linden H, Diesmann M, Riehle A, Grün S. The local field potential reflects surplus spike synchrony. Cereb Cortex 21: 2681-2695, 2011
19. Druckmann S, Berger T, Schürmann F, Hill S, Markram H, Segev I. Effective stimuli for constructing reliable neuron models. PLoS Comput Biol 7: e1002133, 2011.
20. Du J, Riedel-Kruse IH, Nawroth JC, Roukes ML, Laurent G, Masmanidis SC. High-resolution three-dimensional extracellular recording of neuronal activity with microfabricated electrode arrays. J Neurophysiol 101: 1671-1678, 2009
21. Einevoll GT, Kayser C, Logothetis NK, Panzeri S. Modelling and analysis of local field potentials for studying the function of cortical circuits. Nat Rev Neurosci 14: 770-785, 2013.
22. Fries P, Roelfsma PR, Engel A, König P, Singer W. Synchronization of oscillatory responses in visual cortex correlates with perception in interocular rivalry. Proc Natl Acad Sci USA 94: 12699-12704, 1997
23. Gabriel S, Lau RW, Gabriel C. The dielectric properties of biological tissues. II. Measurements in the frequency range 10 Hz to 20 GHz. Phys Med Biol 41: 2251-2269, 1996.
24. Glickfeld LL, Roberts JD, Somogyi P, Scanziani M. Interneurons hyperpo-larize pyramidal cells along their entire somatodendritic axis. Nat Neurosci 12: 21-23, 2009.
25. Gold C, Henze D, Koch C. Using extracellular action potential recordings to constrain compartmental models. J Comp Neurosci 23: 39-58, 2007
26. Gold C, Henze D, Koch C, Buzsáki G. On the origin of the extracellular action potential waveform: a modeling study. J Neurophysiol 95: 3113-3128, 2006
27. Goto T, Hatanaka R, Ogawa T, Sumiyoshi A, Riera J, Kawashima R. An evaluation of the conductivity profile in the somatosensory barrel cortex of Wistar rats. J Neurophysiol 104: 3388-3412, 2010.
28. Gray CM, Maldonado PE, Wilson M, McNaughton B. Tetrodes markedly improve the reliability and yield of multiple single-unit isolation from multi-unit recordings in cat striate cortex. J Neurosci Methods 63: 43-54, 1995.
29. Harris KD, Henze DA, Csicsvari J, Hirase H, Buzsáki G. Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements. J Neurophysiol 84: 401-414, 2000
30. Harris KD, Hirase H, Leinekugel X, Henze DA, Buzsáki G. Temporal interaction between single spikes and complex spike bursts in hippocampal pyramidal cells. Neuron 32: 141-149, 2001.
31. Harris KD, Csicsvari J, Hirase H, Dragoi G, Buzsáki G. Organization of cell assemblies in the hippocampus. Nature 424: 552-556, 2003.
32. Hay E, Hill S, Schürmann F, Markram H, Segev I. Models of neocortical layer 5b pyramidal cells capturing a wide range of dendritic and perisomatic active properties. PLoS Computat Biol 7: e1002107, 2011.
33. Henze DA, Borhegyi Z, Csicsvary J, Mamiya A, Harris KD, Buzsáki G. Intracellular features predicted by extracellular recordings in the hippocampus in vivo. J Physiol 84: 390-400, 2000
34. Henze DA, Buzsáki G. Action potential threshold of hippocampal pyramidal cells in vivo is increased by recent spiking activity. Neuroscience 105: 121-130, 2001
35. Hill DN, Mehta SB, Kleinfeld D. Quality metrics to accompany spike sorting of extracellular signals. J Neurosci 31: 8699-8705, 2011
36. Histed M, Bonin V, Reid R. Direct activation of sparse, distributed populations of cortical neurons by electrical microstimulation. Neuron 63: 508-522, 2009
37. Holt AG. Critical Reexamination of Some Assumptions and Implications of Cable Theory in Neurobiology (PhD dissertation). Pasadena, CA: California Institute of Technology, 1998
38. Holt G, Koch C. Electrical interactions via the extracellular potential near cell bodies. J Comp Neurosci 6: 169-184, 1999
39. Koch C. Biophysics of Computation: Information Processing in Single Neurons. Oxford, UK: Oxford Univ. Press, 1999.
40. Logothetis N, Kayser C, Oeltermann A. In vivo measurement of cortical impedance spectrum in monkeys: implications for signal propagation. Neuron 55: 809-823, 2007.
41. Logothetis N, Wandell B. Interpreting the bold signal. Annu Rev Physiol 66: 735-769, 2004.
42. Lopez-Aguado L, Ibarz J, Herreras O. Activity-dependent changes of tissue resistivity in the ca1 region in vivo are layer-specific: Modulation of evoked potentials. Neuroscience 108: 249-262, 2001
43. Mitzdorf U. Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and EEG phenomena. Physiol Rev 65: 37-100, 1985.
44. Mizuseki K, Buzsáki G. Preconfigured, skewed distribution of firing rates in the hippocampus and entorhinal cortex. Cell Rep 4: 1010-21, 2013
45. Mizuseki K, Diba K, Pastalkova E, Buzsáki G. Hippocampal ca1 pyramidal cells form functionally distinct sublayers. Nat Neurosci 14: 1174-1181, 2011.
46. Mizuseki K, Sirota A, Pastalkova E, Buzsáki G. Theta oscillations provide temporal windows for local circuit computation in the entorhinal-hippocampal loop. Neuron 64: 267-280, 2009.
47. Montgomery SM, Sirota A, Buzsáki G. Theta and gamma coordination of hippocampal networks during waking and rapid eye movement sleep. J Neurosci 28: 6731-6741, 2008
48. Nicholson C. Theoretical analysis of field potentials in anisotropic ensembles of neuronal elements. IEEE Trans Biomed Eng 20: 278-288, 1973
49. Patel BA, Anastassiou CA, O’Hare D. Biosensor design and interfacing. In: Body Sensor Networks. London: Springer, 2006, p. 41-87
50. Perin R, Berger TK, Markram H. A synaptic organizing principle for cortical neuronal groups. Proc Natl Acad Sci USA 108: 5419-5424, 2011
51. Pettersen KH, Einevoll GT. Amplitude variability and extracellular low-pass filtering of neuronal spikes. Biophys J 94: 784-802, 2008
52. Rall W. Core conductor theory and cable properties of neurons In: Handbook of Physiology. The Nervous System. Cellular Biology of Neurons. Bethesda, MD. Am Physiol Soc, sect. 1, vol. 1, 1977, p. 39-97.
53. Ranck J. Analysis of specific impedance of rabbit cerebral cortex. Exp Neurol 7: 153-174, 1963.
54. Rasch M, Logothetis NK, Kreiman G. From neurons to circuits: linear estimation of local field potentials. J Neurosci 29: 13785-13796, 2009
55. Ray S, Maunsell JH. Different origins of gamma rhythm and high-gamma activity in macaque visual cortex. PLoS Biol 9: e1000610, 2011
56. Reimann M, Anastassiou C, Perin R, Hill S, Markram H, Koch C. A biophysically detailed model of neocortical local field potentials predicts the critical role of active membrane currents. Neuron 79: 375-390, 2013.
57. Rutishauser U, Ross IB, Mamelak AN, Schuman EM. Human memory strength is predicted by theta-frequency phase-locking of single neurons. Nature 464: 903-907, 2010.
58. Schaub MT, Billeh YN, Anastassiou CA, Koch C, Barahona M. Emergence of slow-switching assemblies in structured neuronal networks. arXiv 1502. 903-05656, 2015
59. Schomburg EW, Anastassiou CA, Buzsáki G, Koch C. The spiking component of oscillatory extracellular potentials in the rat hippocampus. J Neurosci 32: 11798-11811, 2012
60. Schomburg EW, Fernandez-Ruiz A, Mizuseki K, Berényi A, Anastassiou C, Koch C, Buzsáki G. Theta phase segregation of input-specific gamma patterns in entorhinal-hippocampal networks. Neuron 84: 470-485, 2014
61. Shai AS, Anastassiou CA, Larkum ME, Koch C. Physiology of layer 5 pyramidal neurons in mouse primary visual cortex: coincidence detection through bursting. PLoS Comput Biol 11: e1004090, 2015
62. Shai AS, Koch C, Anastassiou CA. Spike-timing control by dendritic plateau potentials in the presence of synaptic barrages. Front Comput Neurosci 8: 89, 2014.
63. Stuart G, Schiller J, Sakmann B. Action potential initiation and propagation in rat neocortical pyramidal neurons. J Physiol 505: 617, 1997
64. Vaida SP, Johnston D. Temporal synchrony and gamma-to-theta power conversion in the dendrites of ca1 pyramidal. Nat Neurosci 16: 1812-1820, 2013.
65. Vigneswaran G, Kraskov A, Lemon RN. Large identified pyramidal cells in macaque motor and premotor cortex exhibit “thin spikes”: implications for cell type classification. J Neurosci 31: 14235-14242, 2011
66. Waldert S, Lemon RN, Kraskov A. Inuence of spiking activity on cortical local field potentials. J Physiol 591: 5291-5303, 2013.
67. Womelsdorf T, Fries P, Mitra PP, Desimone R. Gamma-band synchronization in visual cortex predicts speed of change detection. Nature 439: 733-736, 2006.
68. Zanos S, Zanos TP, Marmarelis VZ, Ojemann GA, Fetz EE. Relationships between spike-free local field potentials and spike timing in human temporal cortex. J Physiol 107: 1808-1821, 2011.