Brain Topography, Volume 11, Number 1,1998 13
Application of the Directed Transfer Function Method
to Mesial and Lateral Onset Temporal Lobe Seizures
Piotr J. Franaszczuk*^ and Gregory K. Bergey *^+
Summary: The directed transfer function (DTF) method is a multichannel analysis based on an autoregressive model that detects flow of seizure
activity. This report extends the application of the DTF method to compare patterns of flow of seizures with different sites of origin. Analysis of a
seizure originating from mesial temporal structures is compared with a seizure originating from lateral temporal neocortex; both complex partial
seizures were recorded with intracranial electrodes that combine subdural grid arrays and depth electrodes. The DTF method has the potential to
determine patterns of flow of activity, including periods when visual analysis of the intracranial ictal EEG may not allow for definitive source
localization. The extension of the DTF analyses into integrated DTF (IDTF) formats is also illustrated. When activity of a relatively discrete frequency
can be identified, the IDTF analysis facilitates display of patterns of flow of this selected activity.
Introduction
Accurate localization of seizure onset is of para-
mount importance in the analysis of seizures in patients
being considered for surgery for intractable epilepsy.
While many seizures can be localized from ictal scalp
EEG, other seizures require intracranial ictal recordings
(ICEEG) for accurate localization and still other seizures
(e.g., neocortical onset seizures) may be difficult to local-
ize even with extensive intracranial recording arrays
(Burgerman et al. 1995; Matsuoka and Spencer 1993; Wal-
czak 1995; Williamson 1992). The recently described di-
rected transfer function (DTF) method (Kaminski and
Blinowska 1991; Franaszczuk et al. 1994) offers the prom-
ise of detecting patterns of flow of seizure activity, poten-
tially allowing source localization after regional seizure
* Maryland Epilepsy Center, Baltimore, MD, USA.
^ Department of Neurology, Baltimore, MD, USA.
+ Department of Physiology, University of Maryland School of
Medicine and Medical Center, Baltimore, MD, USA.
Accepted for publication: April 21,1998.
We would like to thank C.P. Fleming, R.EEG.T. for her assistance
in obtaining and processing the EEG recordings. Our colleagues at the
Maryland Epilepsy Center, Drs. S. Alemayehu, E. Barry, H. Eisenberg,
A. Krumholz, F. Mwaisela and A. Wolf participated in the care of these
patients. This study was supported by NIH grant NS 33732-01.
Correspondence and reprint requests should be addressed to Piotr
J. Franaszczuk, Ph.D., Maryland Epilepsy Center, Department of Neu-
rology, University of Maryland School of Medicine and Medical Center,
22 South Greene Street, Baltimore, MD, 21201 USA.
Fax: 410-706-0186
email: pfranasz@umaryland.edu
Copyright © 1998 Human Sciences Press, Inc.
spread when visual EEG analysis, even of intracranial
recordings, may be relatively unrevealing. The DTF
method is a multichannel analysis based on an autore-
gressive model that can be appropriately applied to the
analysis of ictal and interictal EEGdata providing certain
criteria are met. Other investigators have recently ap-
plied these methods to analyses of flow of activity in rat
hippocampus and adjacent structures (Korzeniewska et
al. 1997) and to propagation of EEG activity during sleep
in humans (Kaminski et al. 1997).
In a previous report (Franaszczuk et al. 1994) the
DTF method was applied for the first time to multichan-
nel intracranial ictal recordings from patients with
known mesial temporal lobe onset seizures to describe
the appropriate application of these analyses for seizure
activity. It was demonstrated that, if quasi-stationary
epochs of the ictal recordings were selected, the DTF
method provided reliable detection of patterns of sei-
zure flow, both at times early in the evolution of the
seizure when visual analysis of the ICEEG revealed a
clear focus of seizure activity, and later, following re-
gional propagation of seizure activity in temporal lobe,
when visual analysis of the ICEEG did not clearly reveal
a focal discharge. We now extend these investigations
to applications of the DTF method to temporal lobe
complex partial seizures originating from lateral tempo-
ral neocortex and compare these analyses with patterns
of propagation of complex partial seizures of mesial
temporal lobe origin. In addition, we describe the
method of selecting a specific frequency band of interest
and generating an integrated directed transfer function
Key words: Directed transfer function; Temporal lobe; Complex partial seizure; Propagation; Autoregressive model.