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Sleep / Wake Activity Electrophysiology Models
Cortical  Electroencephalography (EEG) Overview
Utility of EEG Evaluation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
EEG Activity Outcome Measures ,[object Object],[object Object],[object Object]
Why Evaluate EEG Activity in Rodents? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Measurement of  Rat Cortical EEG
Cortical Electrode Positions  for EEG Sleep/Wake Recording Hippocampal  area Frontal cortex
Bregma Lambda EEG Neck muscles Electromyogram Recording of Rat Cortical and Muscle  Activity for Sleep / Wake Determination EMG Electro- encephalogram Cortical EEG and neck muscle EMG signals can be visually scored to yield three sleep/wake state:  wake, slow-wave sleep (SWS), and rapid-eye movement sleep (REMS).
“ Awake” Waking theta Low frequency, hi amp. EEG Low amp. EMG 6 – 9 Hz, moderate amp. EEG No EMG Wake Slow-wave sleep REM (theta) sleep “ Asleep” EEG EMG EEG EMG Hi-frequency, low amp. EEG Moderate - high amp. EMG  EEG / EMG Based Scoring  of Sleep/Wake Activity in the Rat Moderate - high amp. EMG – 9 Hz, moderate amp. EEG 6
Chronic recording of EEG / EMG, Motor Activity, Body Temperature, & Behavior ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical EEG Sleep/Wake Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],EEG activity is quantitive and highly sensitive and has been shown in several models to provide support for and/or interpret physiological effects at the molecular level.
Melior EEG Validation:  Caffeine 0 Wake SWS REMS 4hr Cumulative  Wake (min) Vehicle Caffeine 15 mg/kg IP 4 h max time 60 120 180 240 * * * p< 0.001 * 0 20 40 60 80 100 -2.0 -1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 Time (h from dosing) Percent Time Awake Caffeine 15 mg/kg IP (3) Vehicle (3) Historic Veh (8) Light Off
Effects of Caffeine on FFT Power Pre-dosing Post-dosing Wake SWS REMS 0.00 0.01 0.02 0.03 0.04 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 FFT amplitude -92.2 -66.7 -30.9 0.00 0.01 0.02 0.03 0.04 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 18.0 43.0 73.0 0.00 0.02 0.04 0.06 0.08 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 FFT amplitude -126.3 -106.1 -77.0 0.00 0.02 0.04 0.06 0.08 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 234.4 248.0 258.3 0.00 0.02 0.04 0.06 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 Frequency (Hz) FFT amplitude -118.9 -68.9 -37.3 0.00 0.02 0.04 0.06 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 Frequency (Hz) 244.0 305.7 326.6 Caffeine, 15 mg/kg IP ~6.5 Hz ~8.5 Hz Caffeine increased the amplitude and center frequency of theta (5 – 9 Hz) power during Wake.  Caffeine suppressed REMS for 4 h post dosing with no change in REMS center frequency after REMS recovery..
Circadian Activity Monitoring % Wake vs time (N= 8) Time (ZT); Light on @ 7 am) % Time Awake Light Off 0 20 40 60 80 100 22 0 2 4 6 8 10 12 14 16 18 20 22 0 2 Typical sleep / wake activity monitored over 24 h.
Evaluation of sleep and wake activity is a highly sensitive and quantifiable measure of CNS activity ,[object Object],[object Object]
Dose-Response Sleep / Wake Activity of a Typical Wake-Promoting Agent Modafinil mg/kg i.p. 30 100 300 0 20 40 60 80 100 -1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 Time post injection (h) Waking time (%) Drug injection
Histamine H 3 -R Antagonist: Potent, dose-related wake enhancement 0 20 40 60 80 100 -2.0 -1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 10.0 11.0 12.0 Percent Time Awake Time From Dosing (h) 100 mg/kg IP (12) 60 mg/kg IP (10) 30 mg/kg IP (12) Vehicle(19)
Histamine H 3 -R Antagonists: Wake Correlated with Receptor Occupancy
Drug combination studies can be readily implemented to evaluate drug-drug interactions:  inhibition or facilitation
Drug Combinations: DAT Inhibitor + Amphetamine Enhances Wake d-Amphetamine (1 mg/kg i.p.) Nomifensine (3 mg/kg i.p.) : 0 20 40 60 80 100 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 Time (hr) Percent Time Awake Amp+Nom (20) Nomifensine(14) Amphetamine (10) Vehicle (14) Light Off
Combination of a DAT Inhibitor Plus Amphetamine Enhances Wake Cumulative Wake Surplus  d-Amphetamine (1 mg/kg IP), Nomifensine (3 mg/kg IP) -30 0 30 60 90 120 150 180 210 240 270 Pre 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 Time post dosing (h) Cumulative Wake Surplus (min) Amphetamine  + Nomifensine Nomifensine Amphetamine
DAT  Inhibitor + Amphetamine ,[object Object],[object Object],[object Object],[object Object],Total wake time (cumulative wake surplus, CWS) produced by dosing amphetamine + nomifensine was greater than the sum of the wake times of the individual drugs.  0 30 60 90 120 150 180 210 240 Amphetamine  Nomifensine  Cumulative Wake Surplus (min) p= 0.306 p< 0.001 Amphetamine + Nomifensien
Drug Antagonism  ( nicotine + nAChR blockers) -40 -20 0 20 40 60 Cumulative Wake  Surplus (min) -40 -20 0 20 40 60 Time post dosing (h) Cumulative Wake  Surplus (min) DHBE:   2  4 block Nicotine (1 mg/kg) produced a moderate increase in wake which was blocked by DHBE (nicotini-AChR antagonist) at 10 but not at 1 mg/kg. Nicotine-1 DHBE-1 DHBE-1 + Nic-1 Pre 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 Nicotine-1 DHBE-10 DHBE-10 + Nic-1 Pre 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0
Sleep deprivation can be used as a model to evaluate the effects of drugs on fatigue.  The slowly-rotating wheel model has a very low stress level.
Sleep Deprivation Model Forced Rat Exercise  Wheel System ,[object Object],[object Object],[object Object],[object Object],Light  Off Light  On < Dose (normally active) 8 am 2 pm (normally asleep) Sleep deprivation
Effect of 6 hr sleep deprivation  on sleep / wake activity The efficacy of caffeine, modafinil, and amphetamine were compared after 6 h of sleep deprivation and modafinil was found to be superior to the other compounds.  Caffeine in particular did not maintain wake nearly as well following sleep deprivation (data not shown; Gruner et al in preparation). Percent Time Awake 0 20 40 60 80 100 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 0 1 2 3 4 5 Veh_Nsd (60) Veh_SD (60) o o o o o o o o o o o o o o o o o o o o + 0 200 400 600 800 1000 1200 Delta SD Delta Nsd Wake SD Wake Nsd SWS SD SWS Nsd REMS SD REMS Nsd Light off 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 0 200 400 600 800 1000 1200 Light off 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 0 200 400 600 800 1000 1200 Cumulative Wake  Time (min) Light off 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 Time (ZT, h)
Sleep Deprivation Reduces the Wake Promoting Effect of Caffeine Time (ZT, h) -180 -120 -60 0 60 120 180 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 0 1 2 3 4 5 Caf-15 Nsd Caf-15 SD Vehicle SD Caf-30 Nsd Caf-30 SD Cumulative Wake Surplus (min) SD = sleep deprived;  Nsd = non-sleep deprived Caf-15: Caffeine, 15 mg/kg ip  Caf-30: Caffeine, 15 mg/kg ip
EEG provides a sensitive and reliable measure of both pro- and anti-convulsant activity.  ,[object Object],[object Object],[object Object]
Pro-Convulsive Seizure liability Cortical seizure induced by H3-R antagonist FFT RT049 10:20:24 205 0:20:24 Wake theta -103 12:59:42 1798 2:59:42 57 EEG FFT 15:14:48 3149 5:14:48 Wake theta 192 16:35:48 3959 6:35:48 Slow rhythmic  waves 273 16:35:54 3960 6:35:54 Spike/wave  complexes 273 16:36:06 3962 6:36:06 increasing amplitude  and frequency of  spike-wave complexes 273 16:36:12 3963 6:36:12 273 16:36:18 3964 6:36:18 273 16:36:24 3965 6:36:24 spike-waves  with long  afterpotentials 273 16:36:36 3967 6:36:36 273 long after- potentials &  isoelectricity 16:36:54 3970 6:36:54 Isoelectricity 274 16:37:30 3976 6:37:30 274 16:37:48 3979 6:37:48 Isoelectricity 275 16:41:48 4019 6:41:48 EEG recovery 279 Time of day Time > recording start Min. from start EEG recording scale:  ± 500   µV) 16:41:48 4019 6:41:48 279 Epoch Dosing Slow spiking
Epoch 2154  (3:35:18 post recording start) Dosing: 2:37:12 (~60 min > PTZ @ 40 mg/kg SC) Epoch 2156 (3:35:30) (~60 min > PTZ dosing) EEG Pattern Following PTZ Administration Rat RT022 (PTZ/vehicle treated) File 06291122 29 June 2010 Epoch 2427 (4:02:36) (~85 min > PTZ dosing) The “bursting” pattern produced by doses of PTZ that do not produce overt seizures can be quantified in terms EEG power at a specific frequency.  This allows an ED 50  curve to be generated for anti-convulsant activity.  This method is applicable to rats and mice. EEG ±500 µV FFT C EEG ±500 µV FFT EEG ±500 µV FFT A B
Wake Diazepam / Veh PTZ FFT Power 0.0 0.1 0.2 0.3 0.4 0.5 0.6 Veh + PTZ Diaz + PTZ N= 5 / group * p= 0.005 p= 0.71 p= 0.72 0 5 10 15 20 25 30 35 40 Vehicle  + PTZ Diazepam + PTZ Seizure Onset  Latency (min  p= 0.006  * Onset (min) to first PTZ burst following PTZ dosing Diazepam Blocks PTZ-Induced  Rhythmic EEG Activity PTZ-induced bursting was quantified by FFT analysis and shown to be specifically reduced by diazepam.
RT034 e2011 0.00 0.10 0.20 0.30 0.40 1 2 3 4 5 6 7 Evaluation of Drug-Induced EEG Frequency Changes 10 min Pre-dosing FFT* 71 min Post-dosing Raw EEG (6 sec  epoch) FFT Power: Pre -> Post dosing Frequency (Hz) FFT amplitude (power) -10 20 71 345 570 Time post dosing (min) Pre 20 min post * Fast Fourier Transform: power as a function of  deconvoluted waveform frequency Each curve = average of 5 – 6 min of EEG at each time point. RT034 e1232 This drug produced an unexpected increase in slow-wave (delta) activity indicating potential sedative or hypnotic application.
THE END Publications Le S, JA Gruner, JR M athiasen, MJ Marino, and H Schaffhauser.  (2008). Correlation between  ex vivo  receptor occupancy and wake promoting activity of selective H3 receptor antagonists.  J Pharmacol Exp Ther.  325:902-9.  Fiocchi EM, YG Lin, L Aimone, JA Gruner, DG Flood.  (2009).  Armodafinil promotes wakefulness and activates Fos in rat brain. Pharmacol Biochem Behav. May;92:549-57. Gruner JA, VR Marcy, Y-G Lin, D Bozyczko-Coyne, MJ Marino, M Gasior.  2009. The Roles of Dopamine Transport Inhibition and Dopamine Release Facilitation in Wake Enhancement and Rebound Hypersomnolence Induced by Dopaminergic Agents.  Sleep 32:1425-1438. Gruner JA, JR Mathiasen, DG Flood, MJ Marino, M Gasior. 2011. Biochemical, pharmacological, and behavioral characterization of the dopaminergic stimulant sydnocarb in rats.  J. Pharmacol. Expt. Ther.. 337:380-90. Hudkins RL, Raddatz R, Tao M, Mathiasen JR, Aimone LD, Becknell NC, Prouty CP, Knutsen LJ, Yazdanian M, Moachon G, Ator MA, Mallamo JP, Marino MJ, Bacon ER, Williams M. 2011. Discovery and Characterization of 6-{4-[3-(R)-2-Methylpyrrolidin-1-yl)propoxy]phenyl}-2H-pyridazin-3-one (CEP-26401, Irdabisant): A Potent, Selective Histamine H(3) Receptor Inverse Agonist. J Med Chem. 54:4781-92.  Papers in progress Gruner JA, VR Marcy, Y-G Lin, MJ Marino.  The Relative Efficacies of Caffeine, Amphetamine, and Modafinil in the Presence and Absence of Sleep Deprivation in the Rat.  2009.  ( In preparation ) Raddatz R, RL Hudkins, JR Mathiasen, JA Gruner, S Le, H Schaffhauser, D Bozyczko-Coyne, MJ Marino, MA Ator, ER Bacon, JP Mallamo, M Williams.  A potent and selective histamine H3 receptor antagonist/ inverse agonist with cognition-enhancing and wake promoting activities.  ( In preparation. ) Gasior M, JA Gruner, VR Marcy, Y-G Lin, MJ Marino.  Wake Promoting Effects of Nicotine are Mediated by alpha-4 beta-2 and alpha-7 Subunit-Containing Nicotinic Acetylcholine Receptors in Rats.  ( In preparation. )

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Eeg Sleep Wake Evaluation

  • 1. Sleep / Wake Activity Electrophysiology Models
  • 3.
  • 4.
  • 5.
  • 6. Measurement of Rat Cortical EEG
  • 7. Cortical Electrode Positions for EEG Sleep/Wake Recording Hippocampal area Frontal cortex
  • 8. Bregma Lambda EEG Neck muscles Electromyogram Recording of Rat Cortical and Muscle Activity for Sleep / Wake Determination EMG Electro- encephalogram Cortical EEG and neck muscle EMG signals can be visually scored to yield three sleep/wake state: wake, slow-wave sleep (SWS), and rapid-eye movement sleep (REMS).
  • 9. “ Awake” Waking theta Low frequency, hi amp. EEG Low amp. EMG 6 – 9 Hz, moderate amp. EEG No EMG Wake Slow-wave sleep REM (theta) sleep “ Asleep” EEG EMG EEG EMG Hi-frequency, low amp. EEG Moderate - high amp. EMG EEG / EMG Based Scoring of Sleep/Wake Activity in the Rat Moderate - high amp. EMG – 9 Hz, moderate amp. EEG 6
  • 10.
  • 11.
  • 12. Melior EEG Validation: Caffeine 0 Wake SWS REMS 4hr Cumulative Wake (min) Vehicle Caffeine 15 mg/kg IP 4 h max time 60 120 180 240 * * * p< 0.001 * 0 20 40 60 80 100 -2.0 -1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 Time (h from dosing) Percent Time Awake Caffeine 15 mg/kg IP (3) Vehicle (3) Historic Veh (8) Light Off
  • 13. Effects of Caffeine on FFT Power Pre-dosing Post-dosing Wake SWS REMS 0.00 0.01 0.02 0.03 0.04 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 FFT amplitude -92.2 -66.7 -30.9 0.00 0.01 0.02 0.03 0.04 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 18.0 43.0 73.0 0.00 0.02 0.04 0.06 0.08 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 FFT amplitude -126.3 -106.1 -77.0 0.00 0.02 0.04 0.06 0.08 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 234.4 248.0 258.3 0.00 0.02 0.04 0.06 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 Frequency (Hz) FFT amplitude -118.9 -68.9 -37.3 0.00 0.02 0.04 0.06 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 Frequency (Hz) 244.0 305.7 326.6 Caffeine, 15 mg/kg IP ~6.5 Hz ~8.5 Hz Caffeine increased the amplitude and center frequency of theta (5 – 9 Hz) power during Wake. Caffeine suppressed REMS for 4 h post dosing with no change in REMS center frequency after REMS recovery..
  • 14. Circadian Activity Monitoring % Wake vs time (N= 8) Time (ZT); Light on @ 7 am) % Time Awake Light Off 0 20 40 60 80 100 22 0 2 4 6 8 10 12 14 16 18 20 22 0 2 Typical sleep / wake activity monitored over 24 h.
  • 15.
  • 16. Dose-Response Sleep / Wake Activity of a Typical Wake-Promoting Agent Modafinil mg/kg i.p. 30 100 300 0 20 40 60 80 100 -1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 Time post injection (h) Waking time (%) Drug injection
  • 17. Histamine H 3 -R Antagonist: Potent, dose-related wake enhancement 0 20 40 60 80 100 -2.0 -1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 10.0 11.0 12.0 Percent Time Awake Time From Dosing (h) 100 mg/kg IP (12) 60 mg/kg IP (10) 30 mg/kg IP (12) Vehicle(19)
  • 18. Histamine H 3 -R Antagonists: Wake Correlated with Receptor Occupancy
  • 19. Drug combination studies can be readily implemented to evaluate drug-drug interactions: inhibition or facilitation
  • 20. Drug Combinations: DAT Inhibitor + Amphetamine Enhances Wake d-Amphetamine (1 mg/kg i.p.) Nomifensine (3 mg/kg i.p.) : 0 20 40 60 80 100 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 Time (hr) Percent Time Awake Amp+Nom (20) Nomifensine(14) Amphetamine (10) Vehicle (14) Light Off
  • 21. Combination of a DAT Inhibitor Plus Amphetamine Enhances Wake Cumulative Wake Surplus d-Amphetamine (1 mg/kg IP), Nomifensine (3 mg/kg IP) -30 0 30 60 90 120 150 180 210 240 270 Pre 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 Time post dosing (h) Cumulative Wake Surplus (min) Amphetamine + Nomifensine Nomifensine Amphetamine
  • 22.
  • 23. Drug Antagonism ( nicotine + nAChR blockers) -40 -20 0 20 40 60 Cumulative Wake Surplus (min) -40 -20 0 20 40 60 Time post dosing (h) Cumulative Wake Surplus (min) DHBE:  2  4 block Nicotine (1 mg/kg) produced a moderate increase in wake which was blocked by DHBE (nicotini-AChR antagonist) at 10 but not at 1 mg/kg. Nicotine-1 DHBE-1 DHBE-1 + Nic-1 Pre 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 Nicotine-1 DHBE-10 DHBE-10 + Nic-1 Pre 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0
  • 24. Sleep deprivation can be used as a model to evaluate the effects of drugs on fatigue. The slowly-rotating wheel model has a very low stress level.
  • 25.
  • 26. Effect of 6 hr sleep deprivation on sleep / wake activity The efficacy of caffeine, modafinil, and amphetamine were compared after 6 h of sleep deprivation and modafinil was found to be superior to the other compounds. Caffeine in particular did not maintain wake nearly as well following sleep deprivation (data not shown; Gruner et al in preparation). Percent Time Awake 0 20 40 60 80 100 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 0 1 2 3 4 5 Veh_Nsd (60) Veh_SD (60) o o o o o o o o o o o o o o o o o o o o + 0 200 400 600 800 1000 1200 Delta SD Delta Nsd Wake SD Wake Nsd SWS SD SWS Nsd REMS SD REMS Nsd Light off 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 0 200 400 600 800 1000 1200 Light off 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 0 200 400 600 800 1000 1200 Cumulative Wake Time (min) Light off 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 0 1 2 3 4 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 5 6 Time (ZT, h)
  • 27. Sleep Deprivation Reduces the Wake Promoting Effect of Caffeine Time (ZT, h) -180 -120 -60 0 60 120 180 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 0 1 2 3 4 5 Caf-15 Nsd Caf-15 SD Vehicle SD Caf-30 Nsd Caf-30 SD Cumulative Wake Surplus (min) SD = sleep deprived; Nsd = non-sleep deprived Caf-15: Caffeine, 15 mg/kg ip Caf-30: Caffeine, 15 mg/kg ip
  • 28.
  • 29. Pro-Convulsive Seizure liability Cortical seizure induced by H3-R antagonist FFT RT049 10:20:24 205 0:20:24 Wake theta -103 12:59:42 1798 2:59:42 57 EEG FFT 15:14:48 3149 5:14:48 Wake theta 192 16:35:48 3959 6:35:48 Slow rhythmic waves 273 16:35:54 3960 6:35:54 Spike/wave complexes 273 16:36:06 3962 6:36:06 increasing amplitude and frequency of spike-wave complexes 273 16:36:12 3963 6:36:12 273 16:36:18 3964 6:36:18 273 16:36:24 3965 6:36:24 spike-waves with long afterpotentials 273 16:36:36 3967 6:36:36 273 long after- potentials & isoelectricity 16:36:54 3970 6:36:54 Isoelectricity 274 16:37:30 3976 6:37:30 274 16:37:48 3979 6:37:48 Isoelectricity 275 16:41:48 4019 6:41:48 EEG recovery 279 Time of day Time > recording start Min. from start EEG recording scale: ± 500 µV) 16:41:48 4019 6:41:48 279 Epoch Dosing Slow spiking
  • 30. Epoch 2154 (3:35:18 post recording start) Dosing: 2:37:12 (~60 min > PTZ @ 40 mg/kg SC) Epoch 2156 (3:35:30) (~60 min > PTZ dosing) EEG Pattern Following PTZ Administration Rat RT022 (PTZ/vehicle treated) File 06291122 29 June 2010 Epoch 2427 (4:02:36) (~85 min > PTZ dosing) The “bursting” pattern produced by doses of PTZ that do not produce overt seizures can be quantified in terms EEG power at a specific frequency. This allows an ED 50 curve to be generated for anti-convulsant activity. This method is applicable to rats and mice. EEG ±500 µV FFT C EEG ±500 µV FFT EEG ±500 µV FFT A B
  • 31. Wake Diazepam / Veh PTZ FFT Power 0.0 0.1 0.2 0.3 0.4 0.5 0.6 Veh + PTZ Diaz + PTZ N= 5 / group * p= 0.005 p= 0.71 p= 0.72 0 5 10 15 20 25 30 35 40 Vehicle + PTZ Diazepam + PTZ Seizure Onset Latency (min p= 0.006 * Onset (min) to first PTZ burst following PTZ dosing Diazepam Blocks PTZ-Induced Rhythmic EEG Activity PTZ-induced bursting was quantified by FFT analysis and shown to be specifically reduced by diazepam.
  • 32. RT034 e2011 0.00 0.10 0.20 0.30 0.40 1 2 3 4 5 6 7 Evaluation of Drug-Induced EEG Frequency Changes 10 min Pre-dosing FFT* 71 min Post-dosing Raw EEG (6 sec epoch) FFT Power: Pre -> Post dosing Frequency (Hz) FFT amplitude (power) -10 20 71 345 570 Time post dosing (min) Pre 20 min post * Fast Fourier Transform: power as a function of deconvoluted waveform frequency Each curve = average of 5 – 6 min of EEG at each time point. RT034 e1232 This drug produced an unexpected increase in slow-wave (delta) activity indicating potential sedative or hypnotic application.
  • 33. THE END Publications Le S, JA Gruner, JR M athiasen, MJ Marino, and H Schaffhauser. (2008). Correlation between ex vivo receptor occupancy and wake promoting activity of selective H3 receptor antagonists. J Pharmacol Exp Ther. 325:902-9. Fiocchi EM, YG Lin, L Aimone, JA Gruner, DG Flood. (2009). Armodafinil promotes wakefulness and activates Fos in rat brain. Pharmacol Biochem Behav. May;92:549-57. Gruner JA, VR Marcy, Y-G Lin, D Bozyczko-Coyne, MJ Marino, M Gasior. 2009. The Roles of Dopamine Transport Inhibition and Dopamine Release Facilitation in Wake Enhancement and Rebound Hypersomnolence Induced by Dopaminergic Agents. Sleep 32:1425-1438. Gruner JA, JR Mathiasen, DG Flood, MJ Marino, M Gasior. 2011. Biochemical, pharmacological, and behavioral characterization of the dopaminergic stimulant sydnocarb in rats. J. Pharmacol. Expt. Ther.. 337:380-90. Hudkins RL, Raddatz R, Tao M, Mathiasen JR, Aimone LD, Becknell NC, Prouty CP, Knutsen LJ, Yazdanian M, Moachon G, Ator MA, Mallamo JP, Marino MJ, Bacon ER, Williams M. 2011. Discovery and Characterization of 6-{4-[3-(R)-2-Methylpyrrolidin-1-yl)propoxy]phenyl}-2H-pyridazin-3-one (CEP-26401, Irdabisant): A Potent, Selective Histamine H(3) Receptor Inverse Agonist. J Med Chem. 54:4781-92. Papers in progress Gruner JA, VR Marcy, Y-G Lin, MJ Marino. The Relative Efficacies of Caffeine, Amphetamine, and Modafinil in the Presence and Absence of Sleep Deprivation in the Rat. 2009. ( In preparation ) Raddatz R, RL Hudkins, JR Mathiasen, JA Gruner, S Le, H Schaffhauser, D Bozyczko-Coyne, MJ Marino, MA Ator, ER Bacon, JP Mallamo, M Williams. A potent and selective histamine H3 receptor antagonist/ inverse agonist with cognition-enhancing and wake promoting activities. ( In preparation. ) Gasior M, JA Gruner, VR Marcy, Y-G Lin, MJ Marino. Wake Promoting Effects of Nicotine are Mediated by alpha-4 beta-2 and alpha-7 Subunit-Containing Nicotinic Acetylcholine Receptors in Rats. ( In preparation. )