BOLD-fMRI of PTZ-induced seizures in rats

B. P. Keogh, D. Cordes, L. Stanberry, B. D. Figler, C. A. Robbins, B. L. Tempel, C. G. Green, A. Emmi, K. M. Maravilla, Philip A Schwartzkroin

Research output: Contribution to journalArticle

28 Citations (Scopus)

Abstract

Purpose: To develop a non-invasive method for exploring seizure initiation and propagation in the brain of intact experimental animals. Methods: We have developed and applied a model-independent statistical method - Hierarchical Cluster Analysis (HCA) - for analyzing BOLD-fMRI data following administration of pentylenetetrazol (PTZ) to intact rats. HCA clusters voxels into groups that share similar time courses and magnitudes of signal change, without any assumptions about when and/or where the seizure begins. Results: Epileptiform spiking activity was monitored by EEG (outside the magnet) following intravenous PTZ (IV-PTZ; n = 4) or intraperitoneal PTZ administration (IP-PTZ; n = 5). Onset of cortical spiking first occurred at 29 ± 16 s (IV-PTZ) and 147 ± 29 s (IP-PTZ) following drug delivery. HCA of fMRI data following IV-PTZ (n = 4) demonstrated a single dominant cluster, involving the majority of the brain and first activating at 27 ± 23 s. In contrast, IP-PTZ produced multiple, relatively small, clusters with heterogeneous time courses that varied markedly across animals (n = 5); activation of the first cluster (involving cortex) occurred at 130 ± 59 s. With both routes of PTZ administration, the timing of the fMRI signal increase correlated with onset of EEG spiking. Conclusions: These experiments demonstrate that fMRI activity associated with seizure activity can be analyzed with a model-independent statistical method. HCA indicated that seizure initiation in the IV- and IP-PTZ models involves multiple regions of sensitivity that vary with route of drug administration and that show significant variability across animal subjects. Even given this heterogeneity, fMRI shows clear differences that are not apparent with typical EEG monitoring procedures, in the activation patterns between IV and IP-PTZ models. These results suggest that fMRI can be used to assess different models and patterns of seizure activation.

Original languageEnglish (US)
Pages (from-to)75-90
Number of pages16
JournalEpilepsy Research
Volume66
Issue number1-3
DOIs
StatePublished - Aug 2005

Fingerprint

Pentylenetetrazole
Seizures
Magnetic Resonance Imaging
Cluster Analysis
Electroencephalography
Statistical Models
Drug Administration Routes
Magnets
Brain

Keywords

  • Brain
  • fMRI
  • Pentylenetetrazol
  • Rat

ASJC Scopus subject areas

  • Clinical Neurology
  • Pediatrics, Perinatology, and Child Health
  • Neurology

Cite this

Keogh, B. P., Cordes, D., Stanberry, L., Figler, B. D., Robbins, C. A., Tempel, B. L., ... Schwartzkroin, P. A. (2005). BOLD-fMRI of PTZ-induced seizures in rats. Epilepsy Research, 66(1-3), 75-90. https://doi.org/10.1016/j.eplepsyres.2005.07.008

BOLD-fMRI of PTZ-induced seizures in rats. / Keogh, B. P.; Cordes, D.; Stanberry, L.; Figler, B. D.; Robbins, C. A.; Tempel, B. L.; Green, C. G.; Emmi, A.; Maravilla, K. M.; Schwartzkroin, Philip A.

In: Epilepsy Research, Vol. 66, No. 1-3, 08.2005, p. 75-90.

Research output: Contribution to journalArticle

Keogh, BP, Cordes, D, Stanberry, L, Figler, BD, Robbins, CA, Tempel, BL, Green, CG, Emmi, A, Maravilla, KM & Schwartzkroin, PA 2005, 'BOLD-fMRI of PTZ-induced seizures in rats', Epilepsy Research, vol. 66, no. 1-3, pp. 75-90. https://doi.org/10.1016/j.eplepsyres.2005.07.008
Keogh BP, Cordes D, Stanberry L, Figler BD, Robbins CA, Tempel BL et al. BOLD-fMRI of PTZ-induced seizures in rats. Epilepsy Research. 2005 Aug;66(1-3):75-90. https://doi.org/10.1016/j.eplepsyres.2005.07.008
Keogh, B. P. ; Cordes, D. ; Stanberry, L. ; Figler, B. D. ; Robbins, C. A. ; Tempel, B. L. ; Green, C. G. ; Emmi, A. ; Maravilla, K. M. ; Schwartzkroin, Philip A. / BOLD-fMRI of PTZ-induced seizures in rats. In: Epilepsy Research. 2005 ; Vol. 66, No. 1-3. pp. 75-90.
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abstract = "Purpose: To develop a non-invasive method for exploring seizure initiation and propagation in the brain of intact experimental animals. Methods: We have developed and applied a model-independent statistical method - Hierarchical Cluster Analysis (HCA) - for analyzing BOLD-fMRI data following administration of pentylenetetrazol (PTZ) to intact rats. HCA clusters voxels into groups that share similar time courses and magnitudes of signal change, without any assumptions about when and/or where the seizure begins. Results: Epileptiform spiking activity was monitored by EEG (outside the magnet) following intravenous PTZ (IV-PTZ; n = 4) or intraperitoneal PTZ administration (IP-PTZ; n = 5). Onset of cortical spiking first occurred at 29 ± 16 s (IV-PTZ) and 147 ± 29 s (IP-PTZ) following drug delivery. HCA of fMRI data following IV-PTZ (n = 4) demonstrated a single dominant cluster, involving the majority of the brain and first activating at 27 ± 23 s. In contrast, IP-PTZ produced multiple, relatively small, clusters with heterogeneous time courses that varied markedly across animals (n = 5); activation of the first cluster (involving cortex) occurred at 130 ± 59 s. With both routes of PTZ administration, the timing of the fMRI signal increase correlated with onset of EEG spiking. Conclusions: These experiments demonstrate that fMRI activity associated with seizure activity can be analyzed with a model-independent statistical method. HCA indicated that seizure initiation in the IV- and IP-PTZ models involves multiple regions of sensitivity that vary with route of drug administration and that show significant variability across animal subjects. Even given this heterogeneity, fMRI shows clear differences that are not apparent with typical EEG monitoring procedures, in the activation patterns between IV and IP-PTZ models. These results suggest that fMRI can be used to assess different models and patterns of seizure activation.",
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AU - Cordes, D.

AU - Stanberry, L.

AU - Figler, B. D.

AU - Robbins, C. A.

AU - Tempel, B. L.

AU - Green, C. G.

AU - Emmi, A.

AU - Maravilla, K. M.

AU - Schwartzkroin, Philip A

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