Name: automatic detection of highly organized theta oscillations in the murine eeg
Uploaded: 2017-03-10T13:00:00
Description: Watch this Scientific Journal Video about Automatic Detection of Highly Organized Theta Oscillations in the Murine EEG at JoVE.com

The authors would like to thank Dr. Christina Ginkel (German Center for Neurodegenerative Diseases, DZNE) and Dr. Robert Stark (DZNE) for their assistance with animal breeding and animal healthcare. This work was financially supported by the Federal Institute for Drugs and Medical Devices (Bundesinstitut f&#252;r Arzneimittel und Medizinprodukte, BfArM), Bonn, Germany.

All animal experimentation was performed according to the guidelines of the local and institutional Council on Animal Care (University of Bonn, BfArM, LANUV, Germany). In addition, all animal experimentation was carried out in accordance with superior legislation, e.g., the European Communities Council Directive of 24 November 1986 (86/609/EEC), or individual regional or national legislation. Specific effort was made to minimize the number of animals used, as well as their suffering.
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<ol>
	<li>Vanderwolf, C. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Hippocampal+electrical+activity+and+voluntary+movement+in+the+rat.">Hippocampal electrical activity and voluntary movement in the rat.</a> Electroencephalogr Clin Neurophysiol. 26, 407-418 (1969).</li><li>Kahana, M. J., Seelig, D., Madsen, J. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Theta+returns.">Theta returns.</a> Curr Opin Neurobiol. 11, 739-744 (2001).</li><li>Varga, V., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=The+presence+of+pacemaker+HCN+channels+identifies+theta+rhythmic+GABAergic+neurons+in+the+medial+septum.">The presence of pacemaker HCN channels identifies theta rhythmic GABAergic neurons in the medial septum.</a> J Physiol. 586, 3893-3915 (2008).</li><li>Takano, Y., Hanada, Y. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=The+driving+system+for+hippocampal+theta+in+the+brainstem:+an+examination+by+single+neuron+recording+in+urethane-anesthetized+rats.">The driving system for hippocampal theta in the brainstem: an examination by single neuron recording in urethane-anesthetized rats.</a> Neurosci Lett. 455, 65-69 (2009).</li><li>Goutagny, R., Manseau, F., Jackson, J., Danik, M., Williams, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=In+vitro+activation+of+the+medial+septum-diagonal+band+complex+generates+atropine-sensitive+and+atropine-resistant+hippocampal+theta+rhythm:+an+investigation+using+a+complete+septohippocampal+preparation.">In vitro activation of the medial septum-diagonal band complex generates atropine-sensitive and atropine-resistant hippocampal theta rhythm: an investigation using a complete septohippocampal preparation.</a> Hippocampus. 18, 531-535 (2008).</li><li>Manseau, F., Goutagny, R., Danik, M., Williams, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=The+hippocamposeptal+pathway+generates+rhythmic+firing+of+GABAergic+neurons+in+the+medial+septum+and+diagonal+bands:+an+investigation+using+a+complete+septohippocampal+preparation+in+vitro.">The hippocamposeptal pathway generates rhythmic firing of GABAergic neurons in the medial septum and diagonal bands: an investigation using a complete septohippocampal preparation in vitro.</a> J Neurosci. 28, 4096-4107 (2008).</li><li>Hangya, B., Borhegyi, Z., Szilagyi, N., Freund, T. F., Varga, V. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=GABAergic+neurons+of+the+medial+septum+lead+the+hippocampal+network+during+theta+activity.">GABAergic neurons of the medial septum lead the hippocampal network during theta activity.</a> J Neurosci. 29, 8094-8102 (2009).</li><li>Siwek, M. E., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Altered+theta+oscillations+and+aberrant+cortical+excitatory+activity+in+the+5XFAD+model+of+Alzheimer's+disease.">Altered theta oscillations and aberrant cortical excitatory activity in the 5XFAD model of Alzheimer's disease.</a> Neural Plast. 2015, 781731 (2015).</li><li>Buzsaki, G. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Theta+oscillations+in+the+hippocampus.">Theta oscillations in the hippocampus.</a> Neuron. 33, 325-340 (2002).</li><li>Buzsaki, G., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Hippocampal+network+patterns+of+activity+in+the+mouse.">Hippocampal network patterns of activity in the mouse.</a> Neuroscience. 116, 201-211 (2003).</li><li>Buzsaki, G., Moser, E. I. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Memory+navigation+and+theta+rhythm+in+the+hippocampal-entorhinal+system.">Memory navigation and theta rhythm in the hippocampal-entorhinal system.</a> Nat Neurosci. 16, 130-138 (2013).</li><li>Shin, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Theta+rhythm+heterogeneity+in+humans.">Theta rhythm heterogeneity in humans.</a> Clin Neurophysiol. 121, 456-457 (2010).</li><li>Shin, J., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Phospholipase+C+beta+4+in+the+medial+septum+controls+cholinergic+theta+oscillations+and+anxiety+behaviors.">Phospholipase C beta 4 in the medial septum controls cholinergic theta oscillations and anxiety behaviors.</a> J Neurosci. 29, 15375-15385 (2009).</li><li>Shin, J., Kim, D., Bianchi, R., Wong, R. K., Shin, H. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Genetic+dissection+of+theta+rhythm+heterogeneity+in+mice.">Genetic dissection of theta rhythm heterogeneity in mice.</a> Proc Natl Acad Sci U S A. 102, 18165-18170 (2005).</li><li>Brown, D. A., Adams, P. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Muscarinic+suppression+of+a+novel+voltage-sensitive+K++current+in+a+vertebrate+neurone.">Muscarinic suppression of a novel voltage-sensitive K+ current in a vertebrate neurone.</a> Nature. 283, 673-676 (1980).</li><li>Senkov, O., Mironov, A., Dityatev, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+novel+versatile+hybrid+infusion-multielectrode+recording+(HIME)+system+for+acute+drug+delivery+and+multisite+acquisition+of+neuronal+activity+in+freely+moving+mice.">A novel versatile hybrid infusion-multielectrode recording (HIME) system for acute drug delivery and multisite acquisition of neuronal activity in freely moving mice.</a> Front Neurosci. 9, 425 (2015).</li><li>Lundt, A., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=EEG+Radiotelemetry+in+Small+Laboratory+Rodents:+A+Powerful+State-of-the+Art+Approach+in+Neuropsychiatric,+Neurodegenerative,+and+Epilepsy+Research.">EEG Radiotelemetry in Small Laboratory Rodents: A Powerful State-of-the Art Approach in Neuropsychiatric, Neurodegenerative, and Epilepsy Research.</a> Neural Plast. 2016, 8213878 (2016).</li><li>Papazoglou, A., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Non-restraining+EEG+radiotelemetry:+epidural+and+deep+intracerebral+stereotaxic+EEG+electrode+placement.">Non-restraining EEG radiotelemetry: epidural and deep intracerebral stereotaxic EEG electrode placement.</a> J Vis Exp. (112), (2016).</li><li>Csicsvari, J., Hirase, H., Czurko, A., Buzsaki, G. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Reliability+and+state+dependence+of+pyramidal+cell-interneuron+synapses+in+the+hippocampus:+an+ensemble+approach+in+the+behaving+rat.">Reliability and state dependence of pyramidal cell-interneuron synapses in the hippocampus: an ensemble approach in the behaving rat.</a> Neuron. 21, 179-189 (1998).</li><li>Muller, R., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Atropine-sensitive+hippocampal+theta+oscillations+are+mediated+by+Cav2.3+R-type+Ca2++channels.">Atropine-sensitive hippocampal theta oscillations are mediated by Cav2.3 R-type Ca2+ channels.</a> Neuroscience. 205, 125-139 (2012).</li><li>Klausberger, T., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Brain-state-+and+cell-type-specific+firing+of+hippocampal+interneurons+in+vivo.">Brain-state- and cell-type-specific firing of hippocampal interneurons in vivo.</a> Nature. 421, 844-848 (2003).</li><li>Caplan, J. B., Madsen, J. R., Raghavachari, S., Kahana, M. J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Distinct+patterns+of+brain+oscillations+underlie+two+basic+parameters+of+human+maze+learning.">Distinct patterns of brain oscillations underlie two basic parameters of human maze learning.</a> J Neurophysiol. 86, 368-380 (2001).</li><li>Montgomery, S. M., Buzsaki, G. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Gamma+oscillations+dynamically+couple+hippocampal+CA3+and+CA1+regions+during+memory+task+performance.">Gamma oscillations dynamically couple hippocampal CA3 and CA1 regions during memory task performance.</a> Proc Natl Acad Sci U S A. 104, 14495-14500 (2007).</li><li>Kronland-Martinet, R., Morlet, J., Grossman, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Analysis+of+sound+patterns+through+wavelet+transform.">Analysis of sound patterns through wavelet transform.</a> Int J Pattern Recognit Artif Intell. 1, 29 (1987).</li><li>Buzsaki, G., Wang, X. J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mechanisms+of+gamma+oscillations.">Mechanisms of gamma oscillations.</a> Annu Rev Neurosci. 35, 203-225 (2012).</li><li>Goutagny, R., Jackson, J., Williams, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Self-generated+theta+oscillations+in+the+hippocampus.">Self-generated theta oscillations in the hippocampus.</a> Nat Neurosci. 12, 1491-1493 (2009).</li><li>Bland, B. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=The+physiology+and+pharmacology+of+hippocampal+formation+theta+rhythms.">The physiology and pharmacology of hippocampal formation theta rhythms.</a> Prog Neurobiol. 26, 1-54 (1986).</li><li>Leung, L. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Generation+of+theta+and+gamma+rhythms+in+the+hippocampus.">Generation of theta and gamma rhythms in the hippocampus.</a> Neurosci Biobehav Rev. 22, 275-290 (1998).</li><li>Shin, J., Talnov, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+single+trial+analysis+of+hippocampal+theta+frequency+during+nonsteady+wheel+running+in+rats.">A single trial analysis of hippocampal theta frequency during nonsteady wheel running in rats.</a> Brain Res. 897, 217-221 (2001).</li><li>Shin, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+unifying+theory+on+the+relationship+between+spike+trains,+EEG,+and+ERP+based+on+the+noise+shaping/predictive+neural+coding+hypothesis.">A unifying theory on the relationship between spike trains, EEG, and ERP based on the noise shaping/predictive neural coding hypothesis.</a> Biosystems. 67, 245-257 (2002).</li><li>Kramis, R., Vanderwolf, C. H., Bland, B. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Two+types+of+hippocampal+rhythmical+slow+activity+in+both+the+rabbit+and+the+rat:+relations+to+behavior+and+effects+of+atropine,+diethyl+ether,+urethane,+and+pentobarbital.">Two types of hippocampal rhythmical slow activity in both the rabbit and the rat: relations to behavior and effects of atropine, diethyl ether, urethane, and pentobarbital.</a> Exp Neurol. 49, 58-85 (1975).</li><li>Lu, B. L., Shin, J., Ichikawa, M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Massively+parallel+classification+of+single-trial+EEG+signals+using+a+min-max+modular+neural+network.">Massively parallel classification of single-trial EEG signals using a min-max modular neural network.</a> IEEE Trans Biomed Eng. 51, 551-558 (2004).</li><li>Robinson, T. E., Kramis, R. C., Vanderwolf, C. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Two+types+of+cerebral+activation+during+active+sleep:+relations+to+behavior.">Two types of cerebral activation during active sleep: relations to behavior.</a> Brain Res. 124, 544-549 (1977).</li></ol>

Theta activity is of central relevance in systemic neurophysiology. It can be observed in various brain regions, particularly in the hippocampus, where it is related to specific behavioral and cognitive states. In addition, hippocampal theta can be pharmacologically differentiated into atropine-sensitive type II and atropine-insensitive type I theta. Type I is thought to be related to locomotion, such as walking or running27,28,29</su...

Theta activity in the brain is related to different cognitive and functional states, including arousal, attention, voluntary movement, exploratory behavior, attention behavior, learning and memory, somatosensory integration, and rapid eye movement (REM) sleep1,2. Principally, theta activity as a rhythmic entity can be generated in various cerebral regions and is highly organized and synchronized as theta oscillations. Below, we will focus on the analysis and quantification of theta activity/oscillations that are generated within the septohippocampal system3,4. Within the septum, GABAergic, glutamatergic, and cholinergic neurons project to the hippocampus and contribute to the initiation and maintenance of theta oscillatory behavior. There is an ongoing discussion on whether hippocampal theta oscillations are initiated in the septum, i.e., the septal pacemaker-hippocampal follower model, (extrahippocampal theory) or intrinsically within the hippocampus (intrahippocampal theory)5,6,7.
Regardless of their origin, hippocampal theta oscillations have been in the focus of interest for years, particularly in transgenic mouse models. These models allow for the implantation of deep EEG electrodes and for the recording of hippocampal theta oscillations under specific cognitive and behavioral tasks8. Hippocampal theta oscillations are heterogenous in nature. Based on the so-called dualistic theory of theta oscillations, one can differentiate between atropine-sensitive type II theta and atropine-insensitive type I theta9,10,11. The latter can typically be induced by muscarinic M1/M3 receptor agonists, e.g., arecoline, pilocarpine, and urethane. However, urethane is a multi-target drug that, besides muscarinic activation, also exerts complex effects on other ion channel entities. For type II theta, the muscarinic pathway includes the activation of M1/M3 and a subsequent Gq/11 (G&#945;)-mediated activation of phospholipase C &#946;1/4 (PLC&#946;1/4), inositol trisphosphate (InsP3), diacylglycerole (DAG), Ca2+, and protein kinase C (PKC). The role of PLC&#946;1 and PLC&#946;4 in thetagenesis has been validated in knock-out studies using PLC&#946;1-/- and PLC&#946;4-/- mice exhibiting a complete loss or significant attenuation of theta oscillation12,13,14. Additional M1, M3, and M5 downstream targets (channels/currents) of the muscarinic signaling cascade include various conductances, such as M-type K+ channel (KM) via voltage-dependent K+ channel (Kv7); slow after hyperpolarization K+ channel (KsAHP); leak K+ channel (Kleak), probably via TWIK-related acid-sensitive K+ channel (TASK1/3); cation current (ICAT), probably via Na+ leak channel (NALCN); and Ih via hyperpolarization and cyclic nucleotide gated channels (HCN). In addition, M2/M4 acetylcholine receptors (AChRs) were reported to interfere with inward rectifier K+ channel 3.1 (Kir3.1) and inward rectifier K+ channel 3.2 (Kir3.2)15.
Currently, commercially-available analytical software allows for fast FFT-based frequency analysis, e.g., analysis of power (P, mV2) or power spectrum density (PSD, mV2/Hz). Power or power spectrum density (PSD) analysis of the theta frequency range only gives a global overview of its activity. However, in order to get a detailed insight into cognitive and behavior-related theta activity, the analysis of highly-organized theta oscillations is mandatory. The assessment of highly-organized theta oscillations is of central importance in the field of neurodegenerative and neuropsychiatric diseases. Most experimental disease studies are carried out in transgenic mouse models using highly-sophisticated neurosurgical approaches to record epidural surface and deep intracerebral EEGs. These techniques include both tether systems16 and radiotelemetric setups17,18. Theta oscillations can be recorded as spontaneous and behavior-related theta oscillations under long-term recording conditions. Additionally, theta oscillations can be recorded following pharmacological induction but also following the exposure of animals to behavioral or cognitive tasks or to sensory stimuli, such as tail pinching.
Early approaches to characterize theta oscillations were described by Csicsvari et al.19. The authors designed a semi-automated tool for short-term theta analysis (15 - 50 min) that is not suitable for long-time EEG recordings. Our method, described here, allows for the analysis of long-term EEG recording &#62; 48 h20. Csicsvari et al.10 also referred to the theta-delta ratio, but no threshold for the determination of highly-organized theta oscillations is provided. The delta and theta range definitions match our frequency range definitions. As it is not explicitly mentioned, we presume that an FFT-based method is used by Csicsvari et al. to calculate the power of the theta-delta frequency bands. This again clearly differs from our method, since we calculate wavelet-based amplitudes on a large number of frequency scales (frequency steps &#916;(f) = 0.05 Hz), resulting in much higher precision. The duration of the individually-analyzed EEG epoch is similar to our definition.
Klausberger et al.21 also make use of theta-delta ratios for the analysis of long-term EEG recordings. However, there are three major differences compared to our approach: i) the EEG epoch duration is much longer, i.e., at least 6 s; ii) the theta-delta ratio is set to 4, which is much higher than our threshold, and is related to different frequency range definitions; and iii) the power definition is likely to be based on an FFT approach, which lacks high precision, particularly for very short time windows (2 s, i.e., 5 cycles for oscillations with a frequency of 2.5 Hz). In such cases, a wavelet-based procedure is more recommendable. A study by Caplan et al.22 solely calculated theta power while ignoring the theta-delta power ratio. Thus, the Caplan approach22 cannot differentiate between cognitive theta-rich processes accompanied by a high or low delta.
In the following protocol, we will present our analytical wavelet-based approach to reliably analyze highly-organized theta oscillations in hippocampal EEG recordings from mice. Since this procedure works automatically, it can be applied to large data sets and long-term EEG measurements.

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			<td>Carprofen (Rimadyl VET - Injektionsl&#246;sung)</td>
			<td>Pfizer</td>
			<td>PZN 0110208208</td>
			<td>20ml</td>
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			<td>binocular surgical magnification microscope</td>
			<td>Zeiss Stemi 2000</td>
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			<td>Dexpanthenole (Bepanthen Wund- und Heilsalbe)</td>
			<td>Bayer</td>
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			<td>70% ethanol</td>
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			<td>0.3% / 3% hydrogene peroxide solution</td>
			<td>Sigma</td>
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			<td>30% stock solution</td>
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			<td>Unigloves</td>
			<td>1570</td>
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			<td>dental glas ionomer cement</td>
			<td>KentDental /NORDENTA</td>
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			<td>heat-based surgical instrument sterilizer</td>
			<td>F.S.T.</td>
			<td>18000-50</td>
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			<td>high-speed dental drill</td>
			<td>Adeor</td>
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			<td>Inhalation narcotic system (isoflurane)</td>
			<td>Harvard Apparatus GmbH</td>
			<td>34-1352, 10-1340, 34-0422, 34-1041, 34-0401, 34-1067, 72-3044, 34-0426, 34-0387, 34-0415, 69-0230</td>
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			<td>Isoflurane</td>
			<td>Baxter 250 ml</td>
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			<td>Pfizer</td>
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			<td>Lactated Ringer&#39;s solution (sterile)</td>
			<td>Braun</td>
			<td>L7502</td>
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			<td>Nissl staining solution</td>
			<td>Armin Baack</td>
			<td>BAA31712159</td>
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			<td>pads (sterile)</td>
			<td>ReWa Krankenhausbedarf</td>
			<td>2003/01</td>
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			<td>Steel and tungsten electrodes parylene coated</td>
			<td>FHC Inc., USA</td>
			<td>UEWLGESEANND</td>
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			<td>stereotaxic frame</td>
			<td>Neurostar</td>
			<td>51730M</td>
			<td>ordered at Stoelting</td>
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			<td>(Stereo Drive-New Motorized Stereotaxic)</td>
			<td></td>
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			<td>tapes (sterile)</td>
			<td>BSN medical GmbH &#38; Co. KG</td>
			<td>626225</td>
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			<td>TA10ETA-F20</td>
			<td>DSI</td>
			<td>270-0042-001X</td>
			<td>Radiofrequency transmitter 3.9 g, 1.9 cc, input voltage range &#177; 2.5 mV, channel bandwidth (B) 1-200 Hz, nominal sampling rate (f) 1000 Hz (f = 5B) temperature operating range 34-41 &#176;C warranted battery life 4 months</td>
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			<td>TL11M2-F20EET</td>
			<td>DSI</td>
			<td>270-0124-001X</td>
			<td>Radiofrequency transmitter 3.9 g, 1.9 cc, input voltage range &#177; 1.25 mV, channel bandwidth (B) 1-50 Hz, nominal sampling rate (f) 250 Hz (f = 5B) temperature operating range 34-41 &#176;C warranted battery life 1.5 months</td>
		</tr>
		<tr>
			<td>Vibroslicer 5000 MZ</td>
			<td>Electron Microscopy Sciences</td>
			<td>5000-005</td>
			<td></td>
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		<tr>
			<td>Xylazine (Rompun)</td>
			<td>Bayer</td>
			<td>PZN: 1320422</td>
			<td></td>
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			<td>Matlab</td>
			<td>Mathworks Inc.</td>
			<td></td>
			<td>programming, computing and visualization software</td>
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			<td>SPSS</td>
			<td>IBM</td>
			<td></td>
			<td>statistical analysis software</td>
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automatic detection of highly organized theta oscillations in the murine eeg

Theta activity is generated in the septohippocampal system and can be recorded using deep intrahippocampal electrodes and implantable electroencephalography (EEG) radiotelemetry or tether system approaches. Pharmacologically, hippocampal theta is heterogeneous (see dualistic theory) and can be differentiated into type I and type II theta. These individual EEG subtypes are related to specific cognitive and behavioral states, such as arousal, exploration, learning and memory, higher integrative functions, etc. In neurodegenerative diseases such as Alzheimer&#39;s, structural and functional alterations of the septohippocampal system can result in impaired theta activity/oscillations. A standard quantitative analysis of the hippocampal EEG includes a Fast-Fourier-Transformation (FFT)-based frequency analysis. However, this procedure does not provide details about theta activity in general and highly-organized theta oscillations in particular. In order to obtain detailed information on highly-organized theta oscillations in the hippocampus, we have developed a new analytical approach. This approach allows for time- and cost-effective quantification of the duration of highly-organized theta oscillations and their frequency characteristics.

Theta activity can be recorded in a wide range of central nervous system (CNS) regions. Here, we present an analysis of theta oscillations from the murine hippocampus. Such oscillations can occur during different behavioral and cognitive states. It is highly recommended to analyze theta oscillations under both spontaneous long-term, task-related short-term, and pharmacologically-induced conditions. 
Figure 1 illustrates a representative intrahippocampal CA1 recording...

Watch this Scientific Journal Video about Automatic Detection of Highly Organized Theta Oscillations in the Murine EEG at JoVE.com

Automatic Detection of Highly Organized Theta Oscillations in the Murine EEG

Theta activity in the hippocampus is related to specific cognitive and behavioral stages. Here, we describe an analytical method to detect highly-organized theta oscillations within the hippocampus using a time-frequency (i.e., wavelet analysis)-based approach.

Theta activity is generated in the septohippocampal system and can be recorded using deep intrahippocampal electrodes and implantable ...

The overall goal of this procedure is to analyze pharmacologically induced highly organized theta oscillations in mice using implantable EEG radiotelemetry. This message can help answer key questions in the systemic neuroscience field, such as how to induce, detect, and quantify highly organized theta oscillations in the mouse EEG using long term hippocampal EEG radio-telemetric recordings. The main advantage of this technique is that it helps to analyze highly organized theta oscillations in large scale murine hippocampal EEG recordings.The implications of this technique extend to our therapy of neuropsychiatric and neurodegenerative diseases such as Alzheimer's disease, because frequency alterations such as theta dysrhythmia are often associated with it. Though this method can provide insight into murine hippocampal theta dysrhythmia, it can also be applied to EEG recordings from other species, including human following adaptation. Generally, if the ritual is new, this method will struggle, because the detection analysis of theta oscillation requires proper EEG electrode implantation and theta induction.Prior to insertion of the electrodes, scratch the parylene coating from the tip. Next, mechanically clip the extracranial part of an electrode to the stainless steel helix of the transmitter. And shorten them to the required length.To implant the radio frequency transmitter, place an anesthetized mouse on the surgical table, and continue to deliver isoflurane to the animal through a face mask. Ensure the depth of anesthesia by checking the tail pinch reflex, foot pinch reflex, and respiration rate. Next, remove the body hair from the scalp and disinfect the shaved scalp with 70%ethanol and an iodine based scrub.Afterward, make a midline incision on the scalp from the forehead to the nuchial region using a scalpel. Then, prepare a subcutaneous pouch on one side of the back of the animal by performing a blood dissection using surgical scissors. Subsequently, insert the transmitter into the subcutaneous pouch and deposit the excess length of the flexible transmitter leads into the pouch.Following this, fix the skull using a nose clamp. Then place the experimental animal on the stereotaxic frame. And set the ear bars.Apply 0.3 percent hydrogen peroxide to the skull to remove any tissue and to help visualize the cranial sutures and the craniometric landmarks such as bregma and lambda. Next, drill the holes at the coordinates of choice using a high speed neurosurgical drill in a pressure free mode at maximum velocity. Select the appropriate electrodes and sterilize the electrodes using 70%ethanol prior to implantation.The electrode type should be carefully chosen according to experimental requirements. Usually, parylene coated tungsten or stainless steel electrodes are the most common. Afterward, fix the electrodes using the glass ionomer cement and wait until the cement has fully cured.Next, close the scalp using over and over sutures with non-absorbable suture material. For post-operative pain management, administer carprofen subcutaneously once a day for four days post-implantation. Allow the animal to recover for 10 to 14 days before the recordings or injection experiments.In this procedure, activate the radiofrequency transmitter using the magnetic switch. Perform long term hippocampal EEG recordings for at least 24 to 48 hours. The analysis of EEG amplitude and EEG frequency characteristics of long term recordings provides detailed insight into the circadian dependency of theta oscillations and their association with specific behavior and cognitive conditions or tasks.For the pharmacological induction of theta oscillations, pretreat the animal with methscopolamine to avoid peripheral muscarinic reactions. Subsequently, administer a single dose of urethane or a muscarinic receptor agonist to the mouse for theta initiation. After about 60 minutes, inject atropine to differentiate atropine sensitive type two from atropine insensitive type one theta oscillations.And continue recording. To validate the EEG electrode placement, cut the stainless steel electrodes and remove the radio frequency transmitter. Then, sacrifice the mouse and remove the brain from the neurocranium.To validate the electrode placement, mount the extracted brain on the tissue holder of a Vibroslicer using an adhesive. And cut the brain into 100 micrometer coronal slices. Mount the slices onto glass slides and stain them with nissl blue using standard histological procedure.Incorporate the animal for analysis only when it meets the correct EEG electrode placement criteria. For the CA1 region, the tip of the deep electrode should be localized inside the CA1 pyramidal layer. Upload the EEG data.Here is an exemplary 30 minutes EEG segment. Use the complex Morlet wavelet function, displayed here, for time frequency analysis. For time frequency analysis, the frequency range is set between 0.2 to 12 Hz and a step size is set to 0.1 Hz.This color-coded time frequency plot of the EEG segment illustrates the theta and the upper delta frequency ranges.Here, an extracted 2.5 seconds EEG epoch is analyzed for theta segment. Since the maximum amplitude in the theta range divided by that in the upper delta range is larger than 1.5, this segment is classified as a theta oscillatory epoch. This guarantees that the maximum theta amplitude is at least 50%higher than the amplitude in the upper delta band in the calculated EEG epoch.This figure shows the correlation of the highly organized theta oscillations and the theta detection measure in EEG recording, in which the theta oscillatory segments can be quantified and analyzed statistically. Here are two 2.5 seconds EEG epochs, visually classified as non-theta and theta segments respectively. And here are the time frequency analysis of the CA1 EEG segments, displayed in the corresponding graphs above in the range of 0.2 to 12 Hz.With the amplitude being color-coded, the time frequency analysis of the non-theta EEG segment exhibits a regular fluctuating theta architecture regarding frequencies in time.Whereas the segment with highly synchronized theta oscillations is characterized by a regular non-fluctuating high amplitude theta of a nearly constant frequency of six Hz.The ratio of maximum theta to maximum delta amplitude is 1.25 in this map and 4.67 in this map. Clearly classifying this EEG epoch as a theta oscillation EEG segment. Once mastered, this technique can be done in one hour if it is performed properly.Following this procedure, other methods like time frequency analysis of other frequency bands or automated seizure detection can be performed in order to answer questions like if other EEG bands are affected, how they are coupled and are related to neural hyperexcitability. After its development, this technique paved the way for researchers in the field of systemic neuroscience to explore alterations in hippocampal theta architecture in transgenic mouse models, such as Alzheimer's disease mouse models. After watching this video, you should have a good understanding of how to induce, detect, and analyze highly organized theta oscillations.

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