The high variability of both amplitude and latency measures of the
components of the auditory evoked magnetic field (AEMF),
which we have attributed primarily to changes in the state of
vigilance, makes it often impossible to compute significant isofield
contour maps. Using a randomized data acquisition paradigm we have been
able to considerably reduce the time-dependent
fluctuations of the state of vigilance resulting in more stable
latencies and in more stable and higher amplitudes of the AEMF
components.
Audiology
1986;25(4-5):263-76
Causes of differences in the input-output characteristics of
simultaneously recorded auditory evoked magnetic fields and potentials.
Pantev C, Hoke M, Lutkenhoner B, Lehnertz K, Spittka J
The input-output characteristics of amplitude and latency of
simultaneously recorded auditory-evoked magnetic fields (AEMF) and
auditory-evoked potentials (AEP) are significantly different, although
they are closely related to the same excitation process of the
auditory system. As the source of both AEMF and AEP an
equivalent-current dipole lying in the auditory cortex can be assumed.
Differences in the input-output characteristics of AEMF and AEP can be
explained by changes of one or more parameters of this
dipole (depth, location in the tangential x-y plane and direction).
Maps of the field distribution obtained at 60 and 80 dB HL indeed
reveal a change of the location of the dipole in the x-y plane and the
direction of the dipole momentum, whereas the depth of the
dipole was found to be more or less constant.
Audiology
1986;25(1):54-61
Comparison between simultaneously recorded auditory-evoked magnetic
fields and potentials elicited by ipsilateral, contralateral and
binaural tone burst stimulation.
Pantev C, Lutkenhoner B, Hoke M, Lehnertz K
Both auditory-evoked magnetic fields (AEMF) and auditory-evoked
potentials (AEP) mainly consist of three peaks with latencies of
about 50, 100 and 160 ms. Comparison of responses to ipsilateral,
contralateral and binaural stimulation yields no significant
amplitude or latency differences of the AEP peaks whereas the
simultaneously recorded AEMF peaks exhibit a 10 ms shorter latency and
an approximately 38% greater amplitude for contralateral versus
ipsilateral stimulation. This fact can be due to differences in the
strength, location (especially the depth) and the direction of the
dipole source, and a decision cannot be made considering the data
recorded from just one position. Another finding is that binaural
stimulation reduces the peak amplitudes by approximately 25%
compared with contralateral stimulation. This result indicates some
kind of interference between the ipsilateral and contralateral
pathways ('binaural interaction').
Electroencephalogr
Clin Neurophysiol 1988 Feb;69(2):160-70
Tonotopic organization of the human auditory cortex revealed by
transient auditory evoked magnetic fields.
Pantev C, Hoke M, Lehnertz K, Lutkenhoner B, Anogianakis G, Wittkowski
W
The tonotopic organization of the human auditory cortex has been
investigated by systematic measurements of magnetic fields
evoked by tone-bursts with carrier frequencies of 250, 500, 1000, 2000
and 4000 Hz. The measured field distribution changes with
both time elapsed since stimulus onset and frequency of the stimulus.
Nevertheless, the field distribution has always the same overall
features and can be approximated by that of an equivalent current
dipole located in a semi-infinite volume. This model can be
described in terms of 5 parameter values: 3 orthogonal coordinates
specifying the dipole location, and amplitude and angle of the
dipole moment. The amplitude of the dipole moment is maximal at about
100 msec ('component 100m') and 160 msec ('component
160m') after stimulus onset. The depth estimated for the generator site
of the 100m component shows a logarithmic dependence on
test frequency whereas no similar behaviour could be observed for the
160m component. Anatomical studies performed in cadaver
heads suggest that the equivalent current dipoles of both the 100m and
the 160m component are located in the transverse temporal
gyri.
Audiology
1989;28(3):152-70
Magnetic fields from the auditory cortex of a deaf human individual
occurring spontaneously or evoked by stimulation through a cochlear
prosthesis.
Hoke M, Pantev C, Lutkenhoner B, Lehnertz K, Surth W
In a postlingually deaf individual, the magnetic field evoked by
stimulation through a cochlear prosthesis (extracochlear electrodes)
as well as of the spontaneous magnetoencephalogram was measured over
the hemisphere contralateral to the prosthesis (CP), and
the results were compared with those obtained from normal-hearing
subjects. The latency of the 2 best developed waves M100 and
M200 turned out to be prolonged in the CP patient by approximately 40
ms. The amplitude of wave M100 was significantly
diminished, while wave M200 was only poorly developed. Location and
direction of the equivalent current dipole (ECD) calculated
for wave M100 was in good agreement with normal data, whereas the
dipole moment was only about one third of the average dipole
moment found in normals. Furthermore, evidence was obtained for another
magnetic field wave, preceding the delayed auditory
wave M100, which exhibits the same latency, ECD location and direction
as reported in the literature for the somatosensory evoked
magnetic field. This wave probably results from stimulation, through
the intratympanic electrodes, of somatosensory nerves
innervating the tympanic cavity. A potential clinical application of
neuromagnetic measurements is discussed: The calculation of the
ECD moment from the auditory cortical magnetic field evoked by
electrical stimulation at the promontory would allow to estimate,
prior to CP implantation, the number of persisting, excitable nerve
fibres.
Hear Res 1989
Feb;37(3):281-6
Objective evidence of tinnitus in auditory evoked magnetic fields.
Hoke M, Feldmann H, Pantev C, Lutkenhoner B, Lehnertz K
The waveforms of the auditory evoked magnetic field in
normal-hearing individuals and patients suffering from tinnitus are
distinctly
different. In tinnitus patients, the magnetic wave M200 (corresponding
to the electric wave P200, or P2) is delayed and only poorly
developed or even completely missing, while the amplitude of the
magnetic wave M100 (corresponding to the electric wave N100, or N1) is
significally augmented. A very characteristic feature turned out to be
the amplitude ratio of the two waves M200 and M100.
Below the age of 50, the amplitude ratio M200/M100 represents a
clear-cut criterion to distinguish between tinnitus patients and
individuals without tinnitus. In tinnitus patients, the ratio is less
than 0.5, independent of age, whereas, in young and middle-aged
normal-hearing individuals, it is greater than 0.5. Since in
normal-hearing individuals the average amplitude ratio decreases
linearly
with age, the clusters of amplitude ratios of the two groups begin to
overlap beyond the age of 50. The hypothesis is put forward
that the decrease of the average amplitude ratio in normal-hearing
individuals reflects a degenerative process, probably initiated by
multiple exogenous and endogenous factors, which leads to sustained
neural activity in the generators of wave M200 and eventually
gives rise to the sensation of tinnitus. The absence or poor
development of wave M200 is a concomitant phenomenon, resulting
from the involved generators being less responsive to external stimuli.
Electroencephalogr
Clin Neurophysiol 1989 Mar;72(3):225-31
Neuromagnetic evidence of an amplitopic organization of the human
auditory cortex.
Pantev C, Hoke M, Lehnertz K, Lutkenhoner B
It is well known that the location of the source of cortical
auditory evoked responses, which can be determined neuromagnetically in
humans using the concept of an equivalent current dipole (ECD), shifts
with changing stimulus frequency ('tonotopic organization').
Not investigated so far, however, is the question of whether there
exists also an 'amplitopic organization' of the human auditory
cortex, i.e., a spatial distribution of neurons maximally responsive to
respective 'best stimulus intensities.' We measured, in the study
presented here, in 3 normally hearing subjects the auditory evoked
magnetic field (AEF) in response to tone-burst stimulation with a
carrier frequency of 1000 Hz at 6 different intensities (30-80 dB HL in
10 dB steps). The influence of stimulus intensity was
quantified in terms of changes in the ECD parameters (amplitude,
direction and spatial coordinates) which were determined such that a
maximum correspondence between observed and calculated field
distributions was obtained. The results of the neuromagnetic
measurements presented here prove that the ECD location also shifts
with changing stimulus intensity. The depth of wave M100
(latency of about 100 msec) decreases monotonically with increasing
stimulus intensity while the horizontal ECD position is slightly
shifted in the anterior direction. The results imply that, while
topical mechanisms of frequency coding are similar at cortex and at the
cochlear level, topical mechanisms of intensity coding are different at
these levels.
Hear Res 1989
Jul;40(3):261-4
Tinnitus remission objectified by neuromagnetic measurements.
Pantev C, Hoke M, Lutkenhoner B, Lehnertz K, Kumpf W
In a previous paper of ours (Hoke et al., 1989a) the hypothesis was
put forward that the amplitude ratio of the two major waves of
the auditory evoked magnetic field (AEF), M200/M100, is an objective
measure which allows to discriminate between individuals
suffering from tinnitus (ratio less than 0.5) and individuals without
tinnitus (ratio greater than 0.5). We have now been able to trace
the process of tinnitus remission in one exemplary case during a period
of 256 days after acute onset of tinnitus (due to a noise
trauma), in which the amplitude ratio recovered from 0 to a normal
value of approximately 1. This very first objectification of tinnitus
remission strongly supports our hypothesis and indicates that AEF may
become an indispensable, invaluable tool in both tinnitus
research and management.
Science
1989 Oct 27;246(4929):486-8
Tonotopic organization of the auditory cortex: pitch versus
frequency representation.
Pantev C, Hoke M, Lutkenhoner B, Lehnertz K
According to the place principles of the classical hearing theory,
the physical entity frequency is encoded in the auditory periphery as
place information (tonotopic representation), which is decoded in more
central parts of the auditory system to form the subjective
entity pitch. However, this relation is true only for pure-tone signals
(spectral pitch); it can be quite different in the case of complex
auditory stimuli (virtual pitch), thus requiring a multistage process
for pitch formation. Neuromagnetic measurements showed that the
tonotopic organization of the primary auditory cortex reflects the
pitch
rather than the frequency of the stimulus; that is, the pitch
formation process must take place in subcortical regions.
Electroencephalogr
Clin Neurophysiol 1990 Mar;75(3):173-84
Identification of sources of brain neuronal activity with high
spatiotemporal resolution through combination of neuromagnetic source
localization (NMSL) and magnetic resonance imaging (MRI).
Pantev C, Hoke M, Lehnertz K, Lutkenhoner B, Fahrendorf G, Stober U
The locations of the origin of wave M100 of the auditory evoked
magnetic field in response to tone bursts of different carrier
frequencies, obtained through dipole localization methods (DLM), were
related to cerebral structures, displayed by coronal MRI
(magnetic resonance imaging) tomograms of the respective subjects. This
was done by displaying the landmarks which served as
reference for the neuromagnetic measurements in MRI tomogram (reference
plane). All calculated source locations project exactly
onto the transverse temporal gyri (Heschl) in which the primary
auditory cortex, the supposed origin of wave M100, is located. The
results highlight the exceptional capabilities of a combination of
these 2 non-invasive, high-resolution techniques for functional
diagnosis.
Acta
Otolaryngol Suppl (Stockh) 1991;491:106-114; discussion 115
Neuromagnetic evidence of functional organization of the auditory
cortex in humans.
Pantev C, Hoke M, Lutkenhoner B, Lehnertz K
The influence of two physical stimulus parameters (frequency and
intensity) and of one sensation parameter (pitch) on the auditory
evoked magnetic field (AEF) was quantified by approximating the
measured magnetic field distribution by that of an equivalent
current dipole (ECD) embedded in a homogeneous semi-infinite volume
conductor. The main results are as follows: The depth of
the ECD increases with increasing frequency, but decreases with
increasing intensity. In the case of a complex tone with missing
fundamental it is the virtual pitch that determines the ECD location
and not the spectral contents of the stimulus.
Acta
Otolaryngol Suppl (Stockh) 1991;491:176-81; discussion 182
Auditory cortical basis of tinnitus.
Hoke M, Pantev C, Lutkenhoner B, Lehnertz K
The waveforms of the auditory evoked magnetic field (AEF) in
normal-hearing individuals and patients suffering from tinnitus are
distinctly different. In tinnitus patients, the magnetic wave M200
(corresponding to the electric wave P200, or P2) is delayed and
only poorly developed or even completely missing, while the amplitude
of the magnetic wave M100 (corresponding to the electric
wave N100, or N1) is significantly augmented. A very characteristic
feature turned out to be the amplitude ratio of the two waves
M200 and M100. Below the age of 50, the amplitude ratio M200/M100
represents a clear-cut criterion to distinguish between tinnitus
patients and individuals without tinnitus. In tinnitus patients, the
ratio is less than 0.5 independent of age, whereas, in young and
middle-aged normal-hearing individuals, it is greater than 0.5. Since
in normal-hearing individuals the average amplitude ratio
decreases linearly with age, the clusters of amplitude ratios of the
two groups begin to overlap beyond the age of 50. The hypothesis
is put forward that the decrease of the average amplitude ratio in
normal-hearing individuals reflects a degenerative process probably
initiated by multiple exogenous and endogenous factors, which leads to
both an increased excitability of the generators of a
particular component of wave M100 and a sustained neural activity in
the generators of one particular component of wave M200 and
eventually gives rise to the sensation of tinnitus. The absence or poor
development of wave M200 is a concomitant phenomenon,
resulting from the involved generators being less responsive to
external stimuli. Our hypothesis has been supported by one
exemplary case in which we were able to trace the process of tinnitus
remission during a period of 256 days after acute onset of
tinnitus (due to an acute noise trauma), showing a recovery of the
amplitude ratio from an initial value of 0 to a normal value of
approximately 1.
Acta
Otolaryngol Suppl (Stockh) 1991;491:94-104; discussion 105
On the biomagnetic inverse problem in the case of multiple dipoles.
Lutkenhoner B, Lehnertz K, Hoke M, Pantev C
Series of Monte Carlo simulations have been carried out which were
based on the assumption that two dipoles with a distance of
0.5-2 cm are located in a homogeneous semi-infinite volume conductor
(depth 3 cm), and that the magnetic field component
perpendicular to the surface of the volume conductor is recorded by
means of a magnetometer with infinitesimal coil diameter.
Moving-dipole models (all parameters time-dependent), rotating-dipole
models (dipole locations fixed, dipole orientation and
amplitudes time-dependent) as well as fixed-dipole models (dipole
locations and orientations fixed, amplitudes time-dependent) were
considered. The algorithm used to retrieve the model parameters from
the simulated field distributions (biomagnetic inverse
procedure) was based on a transformation of the standard least-squares
fit procedure into a minimization procedure with respect to
the nonlinear parameters (dipole locations and orientations), which was
solved iteratively by means of the Fletcher-Powell algorithm.
It was found that the resolving power of the biomagnetic inverse
procedure is highly dependent on the relative orientation of the two
dipoles, the temporal overlap of the dipole moments, and the
correlation of successive samples of the superimposed noise. The
results obtained in this study suggest that the resolving power of the
biomagnetic inverse procedure for conditions typically found in
the case of auditory evoked magnetic fields is not better than 2 cm for
the moving-dipole approach, and not better than 1 cm for the
fixed-dipole approach, provided that no additional a priori information
is available. In practice, the situation is probably even worse
since the depth of the generators is usually larger than assumed in
this study.
Electroencephalogr
Clin Neurophysiol 1995 Jul;95(1):53-62
Alterations of intrahippocampal cognitive potentials in temporal
lobe epilepsy.
Grunwald T, Elger CE, Lehnertz K, Van Roost D, Heinze HJ
During presurgical evaluation event-related potentials were recorded
with depth electrodes located longitudinally within the
hippocampus in 25 patients suffering from unilateral temporal lobe
epilepsy. Rare stimuli in a visual oddball paradigm elicited a
pronounced negativity ("NO") in the hippocampal body. Amplitudes were
significantly reduced on the side of the primary
epileptogenic area. Visual presentations of words in a recognition
paradigm evoked an earlier negativity ("ENW") in anterior and a
later negativity ("LNW") in posterior hippocampal structures. Both were
sensitive for recognition effects and showed reduced
amplitudes on the side of the primary epileptogenic area. Relating the
differences of left and right hippocampal "NO" and "ENW"
amplitudes proved to be a sensitive method for topological diagnosis
and allowed a correct lateralization of the primary epileptogenic area
in all patients. Amplitudes of the hippocampal ENW, evoked in the
dominant hemisphere by first presentations, strongly
correlated with the recognition rate, when the primary epileptogenic
area was situated in the contralateral temporal lobe. This
correlation was reduced by the presence of ipsilateral epileptogenic
foci. Published errata appear in Electroencephalogr Clin
Neurophysiol 1995 Dec;95(6):481
Electroencephalogr
Clin Neurophysiol 1995 Aug;95(2):108-17
Spatio-temporal dynamics of the primary epileptogenic area in
temporal lobe epilepsy characterized by neuronal complexity loss.
Lehnertz K, Elger CE
Neurons involved in the epileptic processes exhibit high frequency
discharges scarcely modulated by physiological brain activity.
This behaviour should be accompanied by a loss of complexity in the
corresponding electrographic signal. From the theory of
non-linear dynamics it is known that the correlation dimension allows a
quantitative description of complexity in terms of the number
of degrees of freedom. To test whether a relationship exists between
spatio-temporal alterations of neuronal complexity and spatial
extent and temporal dynamics of the epileptogenic area, a moving-window
correlation dimension analysis was applied to
intracranially recorded electrocorticograms of 20 patients with
unilateral temporal lobe epilepsy. Dimension as a function of time was
calculated for interictal activity (n = 98) and seizure activity
including the pre- and postictal phase (n = 28) from recording
locations
within the epileptogenic area, in adjacent areas and in homologous
contralateral sites. Pronounced changes of the dimension in time
were found, gradually decreasing with increasing distance from the
focal area. Extraction of a single value quantifying the dimension
variance of interictal activity allowed the primary epileptogenic area
to be laterized in exact agreement with the results of the
presurgical work-up and the confirmation of the postoperative outcome,
without the necessity of observing actual seizure activity.
Neuropsychologia
1997 May;35(5):657-67
Human temporal lobe potentials in verbal learning and memory
processes.
Elger CE, Grunwald T, Lehnertz K, Kutas M, Helmstaedter C, Brockhaus A,
Van Roost D, Heinze HJ
Animal experiments and lesion studies have shown the importance of
temporal lobe structures for language and memory. We
recorded intracranial cognitive potentials from the human lateral and
medial temporal lobe in 26 patients with temporal lobe epilepsy
undergoing presurgical evaluation, using a word- and a
picture-recognition paradigm. Neuropsychological testing included word
fluency, verbal reasoning, sustained attention and a verbal learning
memory test (VLMT), which was an adapted version of the Rey
auditory verbal learning test. Word-specific N400-potentials elicited
in the middle temporal gyrus of the dominant left hemisphere
(LTL-N400) predicted immediate recall performance after learning,
whereas N400s, elicited by words but not pictures in the left
anterior medial temporal lobe (AMTL-N400), predicted delayed recall.
The number of words that were learned but forgotten after a
30-min delay correlated only with N400s elicited by words in the left
anterior medial temporal lobe. Thus, intracranial recordings
indicated that different electrophysiological responses in different
temporal lobe structures were linked to memory scores from
specific neuropsychological tests.
Electroencephalogr
Clin Neurophysiol 1997 May;102(5):423-36
Possibilities and limitations of magnetic source imaging of
methohexital-induced epileptiform patterns in temporal lobe epilepsy
patients.
Brockhaus A, Lehnertz K, Wienbruch C, Kowalik A, Burr W, Elbert T, Hoke
M, Elger CE
The usefulness of MEG-based techniques in lateralizing and
localizing the epileptogenic area was investigated in the present
study.
Spontaneous and methohexital-induced spikes were studied in a group of
15 patients with temporomesial epilepsy using a 37-channel
neuromagnetometer. The accuracy of the magnetic source imaging was
compared to the results of electrocorticographic (ECoG)
recordings. Differences of drug-induced spike densities in the MEG
recordings between both sides confirmed a similar lateralizing
power of the MEG and ECoG recordings. Source location analyses based on
a moving dipole model resp. a rotating dipole model
were performed using a spherical head model. After subdivision of the
volume of each patient's head, 8 cm3 cubicles containing at
least 3 source locations were projected onto the individual MRI scan
and resulted in source locations within or close to the
presurgically defined primary epileptogenic area only in 3 of the 15
patients. Spike induction by methohexital has the advantage of
shortening the recording period as compared to recordings of interictal
epileptiform discharges. However, the correlation analyses of spike
densities from MEG and ECoG recordings and the source location analyses
from MEG recordings indicate that spike generated in deep temporomesial
structures may escape the MEG registration.
Electroencephalogr
Clin Neurophysiol 1997 Sep;103(3):376-80
Neuronal complexity loss in temporal lobe epilepsy: effects of
carbamazepine on the dynamics of the epileptogenic focus.
Lehnertz K, Elger CE
Analysis methods derived from the theory of non-linear dynamics have
been shown to provide new information about the complex
spatio-temporal behaviour of neuronal networks involved in temporal
lobe epilepsy. To test whether day to day alterations in
neuronal complexity are influenced by changes in serum level of
carbamazepine (CBZ), a moving-window correlation dimension
analysis was applied to electrocorticographic and
stereoelectroencephalographic recordings of 10 patients with unilateral
temporal
lobe epilepsy. Data sets (n = 78) were obtained from interictal states
at subsequent days during the presurgical evaluation with
strongly variant CBZ serum levels. The so-called neuronal complexity
loss L* was used to quantify the change of dimensionality in
brain electrical activity recorded under different levels of
medication. We found a significant inverse relationship between L* and
CBZ serum level spatially restricted to the primary epileptogenic area.
This finding can be assumed to reflect the mechanism of
action of CBZ attributed to an inhibition of sustained high-frequency
firing of bursting neurons.
Brain Cogn
1997 Oct;35(1):110-31
Differential involvement of left temporolateral and temporomesial
structures in verbal declarative learning and memory: evidence from
temporal lobe epilepsy.
Helmstaedter C, Grunwald T, Lehnertz K, Gleissner U, Elger CE
A wealth of animal and human research has pointed to a significant
involvement of the temporal lobes in memory processing, and yet the
different functional roles of temporal cortical vs. mesial structures
remain unclear. We studied verbal declarative memory, by
using a word list paradigm that differentiates among learning
(immediate recall), memory (delayed recall), and recognition, in
epilepsy patients being considered for surgical resection of the left
temporal lobe. Verbal memory was evaluated preoperatively and during
the
recording of intracranial event related potentials and postoperatively
after selective hippocampectomy, temporal cortical lesionectomy, or
anterior two-thirds en bloc temporal lobe resection procedures.
Preoperative differences in verbal memory
performance as a function of differences in underlying neuropathology,
concurrent event-related potentials, and specific patterns of
postoperative memory impairments lead to converging evidence that
verbal declarative memory relies on a synergistic interaction of
at least two functionally distinct brain systems. Material-specific
data acquisition, or working memory, is mediated by neocortical
temporal structures, whereas long-term consolidation/retrieval is
particularly mediated by temporomesial structures. In contrast to the
left temporal neocortex, the function of the temporomesial system
appears to be material nonspecific. Apparently, its preferential
involvement in verbal memory is due to its close interaction with
overlying neocortical structures that are specialized for language
processing.
Brain Topogr
1997 Fall;10(1):41-7
Methohexital-induced changes in spectral power of neuromagnetic
signals: beta augmentation is smaller over the hemisphere containing
the
epileptogenic focus.
Wienbruch C, Eulitz C, Lehnertz K, Brockhaus A, Elger CE, Elbert T,
Hoke M
Previous research has suggested that methohexital, a short-term
barbiturate, alters activity in the primary epileptogenic area. It can
be
assumed that drug-induced activation of the epileptogenic focus
provides a rapid and safe method to obtain a sufficient amount of
information relevant for the lateralization and localisation of the
primary epileptogenic area. This study shows that methohexital
changes spectral power in the beta band derived from
magnetoencephalographic (MEG) signals over the hemisphere ipsilateral
to
the primary epileptogenic area. This effect was demonstrated for 10/13
of the investigated patients suffering from unilateral temporal
lobe epilepsy (TLE). The side and location of the primary epileptogenic
area of these patients (5 left TLE, 8 right TEL) was
determined invasively during presurgical evaluation. During a 1-2
minute interval after intravenous bolus injection of 100 mg
methohexital a clear lateralization effect in the beta band was
observed, which differed marginally between fronto-central,
fronto-temporal and temporo-parietal brain regions. In addition,
bilateral spectral power changes were obtained in the theta, alpha
and gamma bands that differed between brain regions. Analyses of
simultaneously recorded scalp electroencephalographic (EEG)
data revealed effects consistent with those of the MEG analysis. The
reduced enhancement of beta band spectral power of MEG
recordings provides a potential application for the non-invasive
lateralization of the primary epileptogenic area.
Proc
Natl Acad Sci U S A 1998 Mar 17;95(6):3193-7
Verbal novelty detection within the human hippocampus proper.
Grunwald T, Lehnertz K, Heinze HJ, Helmstaedter C, Elger CE
Animal studies and neuropsychological tests of patients with
temporal lobe epilepsy have demonstrated the importance of human
medial temporal lobes for memory formation. In addition, more recent
studies have shown that the human hippocampal region is
also involved in novelty detection. However, the exact contribution of
the hippocampus proper to these processes is still unknown.
To examine further its role we compared event-related potentials
recorded within the medial temporal lobes in 29 temporal lobe
epilepsy patients with and 21 without hippocampal sclerosis. While in
patients with extrahippocampal lesions but without
hippocampal sclerosis event-related potentials to first presentations
and repetitions of words were reduced on the side of the
epileptogenic focus, in patients with hippocampal sclerosis only those
to first presentations but not to repetitions were affected.
Because sclerosis of the hippocampus proper selectively reduced
event-related potentials to new but not old verbal stimuli, it can be
concluded that the human hippocampus proper contributes to verbal
novelty detection.
Brain
Topogr 1998 Summer;10(4):283-90
Properties of advanced headmodelling and source reconstruction for
the localization of epileptiform activity.
Waberski TD, Buchner H, Lehnertz K, Hufnagel A, Fuchs M, Beckmann R,
Rienacker A
During the last decade multiple work has been done to determine the
sources of epileptiform activity by means of dipole source
localization based on recordings of the magnetoencephalogram (MEG) or
the electroencephalogram (EEG). The actual available
advanced volume conductor models and the multiple source reconstruction
by regularization may give new impulse to EEG based
source analyses in epilepsy patients. This study demonstrates the
principal properties of these techniques. We applied two different
EEG source reconstruction techniques within different volume conductor
models to localize induced spike activity in a selected
patient suffering from medically intractable temporal lobe epilepsy: 1)
single moving dipole solution in a 3-shell spherical model
versus individual head models (boundary-element-model, BEM, and
finite-element-model, FEM); 2) a regularization technique for
current density reconstructions using both BEM and FEM. When compared
to findings of invasive recordings no adequate source
locations were derived from the moving dipole solution in both the
3-shell head model and BEM. In contrast, a high congruence of
source reconstruction and invasive determination of the focus was
obtained using the regularization techniques in both BEM and
FEM, indicating the high spatial accuracy of this technique in
individual head models.
Epilepsia 1998
Sep;39(9):922-7
Neuronal complexity loss in interictal EEG recorded with foramen
ovale electrodes predicts side of primary epileptogenic area in
temporal
lobe epilepsy: a replication study.
Weber B, Lehnertz K, Elger CE, Wieser HG
PURPOSE: To investigate whether a correct lateralization of the
primary epileptogenic area by means of neuronal complexity loss
analysis can be obtained from interictal EEG recordings using
semi-invasive foramen ovale electrodes. In a previous study with
recordings from intrahippocampal depth and subdural strip electrodes it
was shown that the dynamics of the primary epileptogenic
area can be characterized by an increased loss of neuronal complexity
in patients with unilateral temporal lobe epilepsy (TLE).
METHODS: Neuronal complexity loss analysis was applied. This analysis
method is derived from the theory of nonlinear dynamics
and provides a topological diagnosis even in cases where no actual
seizure activity can be recorded. We examined interictal EEG
recorded intracranially from multipolar foramen ovale electrodes in 19
patients with unilateral TLE undergoing presurgical evaluation.
RESULTS: The primary epileptogenic area was correctly lateralized in 16
of the 19 investigated patients. The misclassification of the
side of seizure onset in three patients might be attributed to the
larger distance between the foramen ovale electrodes and the mesial
temporal structures as compared to intrahippocampal depth electrodes.
CONCLUSIONS: Our results confirm the previous findings
and provide further evidence for the usefulness of nonlinear
time-series analysis for the characterization of the spatiotemporal
dynamics of the primary epileptogenic area in mesial temporal lobe
epilepsy.
Eur J
Neurosci 1998 Feb;10(2):786-9
Seizure prediction by non-linear time series analysis of brain
electrical activity.
Elger CE, Lehnertz K
Brain electrical activity of 16 patients with temporal lobe
epilepsy, recorded intracranially during seizure-free intervals as well
as
during transitions to the seizure state, was analysed using methods
derived from the theory of non-linear dynamics. Long-lasting
and marked changes towards low-dimensional system states were found to
occur specifically up to 25 min prior to epileptic
seizures and allow to predict the occurrence of individual seizures in
time. These findings reflect a continuous increase in the
degree of synchronicity, and thus open a window for the study of
mechanisms generating seizures in humans.
This offers new possibilities for therapeutic interventions.
Physica D 1998, 121, 65-74
A fast general purpose algorithm for the computation of auto- and
cross-correlation integrals from single channel data
Widman G, Lehnertz K, Jansen P, Meyer W, Burr W, Elger CE
We developed an optimized algorithm that allows computation of auto-
and cross-correlation integrals from single channel
time series without restricting the range of hypersphere radii and
embedding dimensions. Optimization was achieved by
eliminating any multiple computation of subsets entering the distance
function in the time delay reconstruction of the phase
space repeatedly for increasing embedding dimensions; this is most
effective when using the maximum norm. Compared to
more naive implementations an improvement of 2-3 was achieved,
depending on the type of workstation, the operating system,
and the compiler. An additional optimization for 80x86 assembly
language allows to run the algorithm on a standard personal
computer as fast as on a workstation. In contrast to other
implementations, the execution speed of this algorithm is nearly
unaffected by the type of underlying data. Thus, it is optimal for
real-time analyses.
NeuroReport 1998, 9, 3375-3378
Limbic ERPs predict verbal memory after left-sided hippocampectomy
Grunwald T, Lehnertz K, Helmstaedter C, Kutas M, Pezer N, Kurthen M,
van Roost D, Elger CE
Surgical removal of the dominant medial temporal lobe regions runs a
considerable risk of verbal memory deficit
which may be compensated for postoperatively by corresponding regions
in the non-dominant medial temporal lobe.
We examined this possibility by recording event-related potentials
(ERPs) to words from the medial temporal lobes of
patients with left-sided temporal lobe epilepsy (TLE) undergoing
presurgical evaluation. N400 amplitudes in the
right anterior medial temporal lobe predicted the postoperative verbal
recall performance of individual patients with
surprising accuracy, indicating that intracranial recordings can be
used to quantify the functional capacities of the right
hemisphere that can compensate for the verbal memory deficits after
loss of medial temporal lobe structures
in the left hemisphere.
Epilepsia 1999,
40,
303-306
Prediction of postoperative seizure control by hippocampal
event-related potentials.
Grunwald T, Lehnertz K, Pezer N, Kurthen M, Van Roost D, Schramm J,
Elger CE
PURPOSE: In spite of unequivocal results of the presurgical
evaluation, between 10 and 30% of patients with medial
temporal lobe epilepsy (MTLE) do not become seizure free by temporal
lobe surgery. Because event-related potentials
(ERPs) recorded within the hippocampal formation have been shown to be
sensitive to the epileptogenic process,
we examined whether ERPs can help to improve the prediction of
postoperative seizure control.
METHODS: We recorded ERPs to words from bilateral intrahippocaampal
electrodes by using a visual word-recognition
paradigm in 70 patients with unilateral hippocampal pathology and
related these measurements to seizure outcome after
temporal lobe surgery.
RESULTS: Words elicited N400 potentials, which were reduced in
amplitude on repetition on the side contralateral to
hippocampal sclerosis. This contralateral repetition effect, however,
was significantly diminished in the group of patients
who experienced seizure recurrence after the operation. Contralateral
repetition effects thus permitted correct prediction of
postoperative seizure control in 94% of all patients.
CONCLUSIONS: Recording ERPs to words within the medial temporal lobes
can improve the prediction of postoperative
seizure control. Reduced repetition effects contralateral to the side
of hippocampal sclerosis may indicate bilateral
epileptogenicity.
Eur J
Neurosci 1999, 11, 1899-1906
Limbic P300s in temporal lobe epilepsy with and without Ammon's horn
sclerosis.
Grunwald T, Beck H, Lehnertz K, Blumcke I, Pezer N, Kutas M, Kurthen M,
Karakas HM,
Van Roost D, Wiestler OD, Elger CE
Limbic P300 potentials can be recorded within the mesial temporal
lobes of patients with temporal lobe epilepsy (TLE).
To delineate possible mechanisms of their generation and pathological
alteration, we analysed limbic P300s in 55 TLE
patients with and 29 without Ammon's horn sclerosis (AHS) and
correlated their amplitudes with neuronal cell counts in 30
histopathological specimens. Limbic P300 amplitudes were reduced on the
side of the epileptogenic focus only in patients
with AHS. Moreover, in AHS patients, limbic P300 latencies were
prolonged bilaterally; and in patients with left-sided AHS, amplitudes
were reduced bilaterally. Both findings suggest bilateral functional
deficits in TLE with unilateral AHS.
Limbic P300 areas correlated significantly with neuronal densities of
dentate gyrus granule cells but not hippocampal
pyramidal cells in the CA1-4 (cornu ammonis) subfields. This finding
points to a potential mechanism for the bilateral effects of unilateral
AHS as both dentate gyri exhibit strong reciprocal contralateral
connectivity.
Schweizer
Archiv f. Neurologie und Psychiatrie, 150, 72-78, 1999
Nichtlineare EEG-Analysen
Lehnertz K, Widman G, Andrzejak R, Arnhold J, Elger CE
The theory of nonlinear dynamics provides new concepts and powerful
algorithms to analyze EEG time series. Due to its high
versatility, nonlinear time series analysis currently is being
successfully applied in a variety of disciplines including neurology
and
psychiatry. In epileptology, the extraction of nonlinear measures from
the intracranially recorded EEG promises to be important
for clinical practice. Besides an immense reduction of the information
content of long-lasting EEG recordings previous studies
have shown that these measures allow (a) to localize focal areas in
different cerebral regions even during the interictal state,
(b) to investigate the influence of anticonvulsive drugs, (c) to
analyze spatio-temporal interactions between focal and non-focal
brain areas and (d) to detect features predictive of imminent seizure
activity. Nonlinear EEG-analysis provides new and
supplementary information upon the epileptogenic process and thus
contributes to an improved presurgical evaluation.
Rev.
Neurol. (Paris), 155 (67), 454456, 1999
Is it possible to anticipate seizure onset by non-linear analysis of
intracerebral EEG in human
partial epilepsies ?
Lehnertz K, Widman G, Andrzejak R, Arnhold J, Elger CE
Detection of electrophysiological features preceding and indicative
of imminent seizures in patients with epilepsy would be a
major breakthrough with immense scientific and clinical implications.
The definition of a "preictal state" several minutes
prior to seizure onset would open a new time window for studying
mechanisms of seizure generation as well as for possible therapeutic
interventions. In this review we present recent findings from nonlinear
time series analysis of intracranially
recorded EEG that may allow to forecast seizure onset in patients with
partial epilepsy.
Brain Res, 836,
156-163, 1999
Reduced signal complexity of intracellular recordings: a precursor for
epileptiform activity?
Widman G, Bingmann D, Lehnertz K, Elger CE
Recent studies have shown that time windowed extraction of nonlinear
parameters like an effective correlation dimension from
intracranially recorded EEG of epileptic patients often allows to
detect and identify an unequivocal "pre-ictal phase" preceding an
epileptic seizure. In another study, however, such an anticipation
could not be made. These conflicting findings may indicate that
observed changes in nonlinear parameters probably depend on the type of
elementary mechanisms underlying epileptic processes
and/or the spatial distribution of neurons primarily involved in
generation of epileptiform discharges. To test the existence of such
dependencies, the transition from normal to epileptiform activity (EA)
of CA3-neurons in hippocampal slices was analyzed in four
epilepsy models, using a time windowed computation of an effective
correlation dimension. Indeed, in xanthine and penicillin
models, signal complexity in intracellular recordings was reduced
before manifestation of paroxysmal depolarization shifts (PDS),
whereas a preceding loss of complexity was missing in low-magnesium and
veratridine models. These findings indicate that
interictal-like EA is predictable only in some epilepsy models.
Science,
285 (5433), 1582-1585, SEP 3 1999
Real-time tracking of memory formation in the human rhinal cortex and
hippocampus
Fernandez G, Effern A, Grunwald T, Pezer N, Lehnertz K, Dumpelmann M,
Van Roost D, Elger CE
A fundamental question about human memory is which brain structures
are involved, and when, in transforming experiences into
memories. This experiment sought to identify neural correlates of
memory formation with the use of intracerebral electrodes
implanted in the brains of patients with temporal Lobe epilepsy.
Event-related potentials (ERPs) were recorded directly from the
medial temporal Lobe (MTL) as the patients studied single words. ERPs
elicited by words subsequently recalled in a memory test
were contrasted with ERPs elicited by unrecalled words. Memory
formation was associated with distinct but interrelated ERP
differences within the rhinal cortex and the hippocampus, which arose
after about 300 and 500 milliseconds, respectively. These
findings suggest that declarative memory formation is dissociable into
subprocesses and sequentially organized within the MTL.
Int. J.
Psychophysiol., 34, 45-52, 1999
Lehnertz K
Nonlinear time series analysis of intracranial EEG recordings in
patients with epilepsy -- an overview.
Deterministic chaos offers a striking explanation for apparently
irregular behavior, a characteristic feature of brain electrical
activity.
The framework of the theory of nonlinear dynamics provides new concepts
and powerful algorithms to analyze such time series.
However, different influencing factors render the use of nonlinear
measures in a strict sense problematic. Nevertheless, if interpreted
with care,
particularly the correlation dimension or the Lyapunov-exponents
provide a means to reliably characterize different states of normal and
pathological brain function. This overview summarizes recent findings
applying this concept in the field of epileptology that promise to be
important for clinical practice. Nonlinear measures extracted from the
intracranially recorded EEG allow (a) localization of epileptogenic
areas
n different cerebral regions even during seizure-free intervals, (b)
investigation of the influence of anticonvulsive drugs and (c)
detection
of features
predictive of imminent seizure activity. Moreover, particularly the
dimensional complexity proves a valuable parameter reflecting spatially
distributed neuronal activity during verbal learning and memory
processes. Specific changes in time of this nonlinear measure allow the
prediction of memory performance and, in addition, represent an
estimate of the recruitment potency in the anterior mesial temporal
lobes.
Thus, the application of nonlinear time series analysis to brain
electrical activity offers new information about the dynamics of the
underlying
neuronal networks.
Proc
Natl Acad Sci U S A 1999 Oct 12;96(21):12085-12089
Evidence relating human verbal memory to hippocampal
N-methyl-D-aspartate receptors.
Grunwald T, Beck H, Lehnertz K, Blumcke I, Pezer N, Kurthen M,
Fernandez G, Van Roost D, Heinze HJ, Kutas M, Elger CE
Studies in rodents and nonhuman primates have linked the activity of
N-methyl-D-aspartate (NMDA) receptors within the hippocampus to
animals' performance on memory-related tasks. However, whether these
receptors are similarly essential for human memory is still an open
question.
Here we present evidence suggesting that hippocampal NMDA receptors,
most likely within the CA1 region, do participate in human verbal
memory
processes. Words elicit a negative event-related potential (ERP)
peaking around 400 ms within the anterior mesial temporal lobe
(AMTL-N400).
Ketamine, an NMDA-receptor antagonist, reduces the amplitude of the
AMTL-N400 (in contrast to other hippocampal potentials) on initial
presentation,
eliminates the typical AMTL-N400 amplitude reduction with repetition,
and leads to significant memory impairment. Of the various hippocampal
subfields,
only the density of CA1 neurons correlates with the word-related ERPs
that are reduced by ketamine. Altogether, our behavioral, anatomical,
and electrophysiological results indicate that hippocampal NMDA
receptors are involved in human memory.
Physica D, 134,
419-430, 1999
A robust method for detecting interdependencies: application to
intracranially recorded EEG
Arnhold J, Grassberger P, Lehnertz K, Elger CE
We present a measure for characterizing statistical relationships
between two time sequences. In contrast to commonly used
measures like cross-correlations, coherence and mutual information, the
proposed measure is non-symmetric and
provides information about the direction of interdependence. It is
closely related to recent attempts to detect generalized
synchronization.
However, we do not assume a strict functional relationship between the
two time sequences and try to define the measure so as to be
robust against noise, and to detect also weak interdependences. We
apply our measure to intracranially recorded electroencephalograms
of patients suffering from severe epilepsies.
Physica D, 140,
257-266, 2000
Nonlinear denoising of transient signals with application to event
related potentials
Effern A, Lehnertz K, Schreiber T, David P, Elger C E
We present a new wavelet-based method for the denoising of
event-related potentials (ERPs), employing techniques recently
developed
for
the paradigm of deterministic chaotic systems. The denoising scheme has
been constructed to be appropriate for short and transient time
sequences using circular state space embedding. Its effectiveness was
successfully tested on simulated signals as well as on ERPs recorded
from within a human brain. The method enables the study of individual
ERPs against strong ongoing brain electrical activity.
Physikalische
Blätter, 56, April, 2000, 27-32
Chaos im Kopf? Nichtlineare Dynamik und Epilepsie
Arnhold J, Grassberger P, Lehnertz K
Ungefähr ein Prozent der Weltbevölkerung – in der
Bundesrepublik sind es ca. 600000 Menschen – leidet an Epilepsie, einer
Erkrankung
des Zentralnervensystems. Obwohl viele Betroffene mit Medikamenten oder
einem chirurgischen Eingriff am Gehirn gut behandelbar sind, ist
diese Erkrankung dennoch ein wichtiges gesundheitspolitisches Problem.
Im Folgenden beschreiben wir Ansätze, die mit Hilfe neuester
Erkenntnisse aus der Theorie der nichtlinearen Dynamik – der
„Chaostheorie“ – die Diagnostik und Therapie dieser Erkrankung
verbessern sollen.
Physica D, 144,
358-369, 2000
Mean phase coherence as a measure for phase synchronization and its
application to the EEG of epilepsy patients.
Mormann F, Lehnertz K, David P, Elger CE
We apply the concept of phase synchronization of chaotic
and/or noisy systems and the statistical distribution of the relative
instantaneous phases to electroencephalograms (EEGs) recorded from
patients with temporal lobe epilepsy.
Using the mean phase coherence as a statistical measure for
phase synchronization, we observe characteristic spatial and temporal
shifts in synchronization that appear to be strongly related to
pathological activity. In particular, we observe distinct
differences in the degree of synchronization between recordings from
seizure-free intervals and those before an impending seizure,
indicating an altered state of brain dynamics prior to seizure
activity.
Epilepsia, 41,
811-817, 2000
Spatial distribution of neuronal complexity loss in neocortical
epilepsies.
Widman G, Lehnertz K, Urbach H, Elger CE
Purpose: Nonlinear EEG analysis is valuable in characterizing the
spatiotemporal dynamics of the epileptogenic process in mesial
temporal lobe epilepsy. We examined the ability of the measure neuronal
complexity loss (L*) to characterize the primary epileptogenic
area of neocortical lesional epilepsies during the interictal state.
Methods: Spatial distribution of L* (L* map) was extracted from
electrocorticograms (n = 52) recorded during presurgical assessment
via subdural 64-contact grid electrodes covering lesions in either
frontal, parietal, or temporal neocortex in 15 patients. The exact
location
of recording contacts on the brain surface was identified by matching a
postimplant lateral x-ray of the skull with a postoperatively
obtained sagittal MRI scan. Reprojecting L* maps onto the subject's
brain surface allowed us to compare the spatial distribution of
L* with the resection range of the extended lesionectomy.
Results: In each of the six patients who became seizure-free, maximum
values of L* were restricted to recording sites coinciding with
the area of resection. In contrast, L* maps of most patients who had no
benefit from the resection indicated a more widespread extent
or the existence of additional, probably autonomous, foci. The mean of
L* values obtained from recording sites outside the area of
resection correctly distinguished 13 patients (86.7 %) with respect to
seizure outcome.
Conclusions: Relevant information obtained from longlasting interictal
electrocorticographic recordings can be compressed to a single
L* map that contributes to a spatial characterization of the primary
epileptogenic area. In neocortical lesional epilepsies, L* allows for
identification and characterization of epileptogenic activity and thus
provides an additional diagnostic tool for presurgical assessment.
Epilepsia,
41 (Suppl 3), S34-S38, 2000
Nonlinear EEG analysis and its potential role in epileptology
Elger CE, Widman G, Andrzejak R, Arnhold J, David P, Lehnertz K
Deterministic chaos offers a striking explanation for apparently
irregular behavior of the brain that is evidenced in the EEG.
Recent developments in the physical-mathematical framework of the
theory of nonlinear dynamics (colloquially often termed chaos theory)
provide new concepts and powerful algorithms to analyze such time
series. Because of its high versatility, nonlinear time series analysis
has
already gone beyond the physical sciences and, at present, is being
successfully applied in a variety of disciplines, including cardiology,
neurology, psychiatry, and epileptology. However, it is well known that
different influencing factors limit the use of nonlinear measures to
characterize EEG dynamics in a strict sense. Nevertheless, when
interpreted with care, relative estimates of, e.g., the correlation
dimension
or the Lyapunov exponents, can reliably characterize different states
of normal and pathologic brain function. In epileptology, extraction of
nonlinear measures from the intracranially recorded EEG promises to be
important for clinical practice. In addition to an immense reduction
of information content of long-lasting EEG recordings, previous studies
have shown that these measures enable (a) localization of the primary
epileptogenic area in different cerebral regions during the interictal
state, (b) investigations of antiepileptic drug effects, (c) analyses
of
spatio-temporal interactions between the epileptogenic zone and other
brain areas, and (d) detection of features predictive of imminent
seizure activity.
Nonlinear time series analysis provides new and supplementary
information about the epileptogenic process and thus contributes to an
improvement in presurgical evaluation.
Clin
Neurophysiol. 111, 2255-2263, 2000
Single trial analysis of event related potentials: non-linear
de-noising with wavelets
Effern A, Lehnertz K, Fernandez G, Grunwald T, David P, Elger CE
We present and apply a method for single trial analysis of event
related potentials (ERPs) that combines techniques from non-linear time
series analysis with the wavelet transform. For this method, convincing
results have already been achieved for simulated data as well as for
intracranially recorded ERPs (Physica D 140 (2000) 257). However, ERPs
are affected by a variety of external and internal experimental
parameters, which makes the appropriate configuration of single trial
analysis difficult. Thus, several pitfalls may occur in realistic
applications.
In this paper, we applied the method of non-linear de-noising with
wavelets to both intra- and extracranially recorded ERPs, and show
examples of how and where this single trial analysis can be used to
obtain additional information on dynamic neural processes.
Psychophysiology,
37, 859-865, 2000
Time adaptive denoising of single trial event related potentials in
wavelet domain
Effern A, Lehnertz K, Grunwald T, Fernandez G, David P, Elger CE
We present a new wavelet-based method for single trial analysis of
transient and time variant event-related potentials (ERPs).
Expecting more accurate filter settings than achieved by other
techniques (low-pass filter, a posteriori Wiener filter, time invariant
wavelet filter),
ERPs were initially balanced in time. By simulation, better filter
performance could be established for test signals contaminated with
either
white noise or isospectral noise. To provide an example of real
application, the method was applied to limbic P300 potentials
(MTL-P300).
As a result, variance of single trial MTL-P300s decreased, without
restricting the corresponding mean.
The proposed method can be regarded as an alternative for single-trial
ERP analysis.
Physical
Review E 62, 8380-8386, 2000
Kulback-Leibler and renormalized entropies: Applications to
electroencephalograms of epilepsy patients
Quiroga RQ, Arnhold J, Lehnertz K, Grassberger P
Recently, "renormalized entropy'' was proposed as a novel measure of
relative entropy
[P. Saparin et al., Chaos, Solitons and Fractals 4, 1907 (1994)] and
applied to several physiological time sequences,
including electroencephalograms (EEGs) of patients with epilepsy. We
show here that this measure is just a modified
Kulback-Leibler (KL) relative entropy, and it gives similar numerical
results to the standard KL entropy. The latter
better distinguishes frequency contents of, e.g., seizure and
background EEGs than renormalized entropy.
We thus propose that renormalized entropy might not be as useful as
claimed by its proponents. In passing, we also make some
critical remarks about the implementation of these methods.
Physical
Review E 63, 036209, 2001
Nonlinear denoising using reference data.
Sternickel K, Effern A, Lehnertz K, Schreiber T, David P
We introduce a method to clean uncorrelated deterministic and
stochastic noise components from time series.
It combines recently developed techniques for nonlinear projection with
properties of the wavelet transform to
extract noise in state space. The method requires that time series are
generated by a dynamical system which is
at least approximately deterministic and that they are recorded
together with a reference signal.
Its efficiency was tested on both simulated signals and measured
magnetic fields of the heart.
Convincing results are obtained even at low signal-to-noise ratios
Epilepsy
Research, 44, 129-140, 2001
The epileptic process as nonlinear deterministic dynamics in a
stochastic environment – an evaluation of mesial temporal lobe
epilepsy.
Andrzejak RG, Widman G, Lehnertz K, Rieke C, David P, Elger CE
The theory of deterministic chaos addresses simple deterministic
dynamics in which nonlinearity gives rise to
complex temporal behavior. Although biological neuronal networks such
as the brain are highly complicated,
a number of studies provide growing evidence that nonlinear time
series analysis of brain electrical activity in
patients with epilepsy is capable of providing potentially useful
diagnostic information. In the present study, this
analysis framework was extended by introducing a new measure, denoted
?? to discriminate between nonlinear
deterministic and linear stochastic dynamics. For the evaluation
of its discriminative power, ? was extracted from
intracranial multi-channel EEGs recorded during the interictal state in
25 patients with unilateral mesial temporal
lobe epilepsy. Pronounced indications of nonlinear determinism were
found in recordings from within the primary
epileptogenic area while EEG signals from other sites mainly resembled
linear stochastic dynamics. In all investigated
cases this differentiation allowed to retrospectively determine the
side of the primary epileptogenic area in full
agreement with results of the presurgical workup.
J.
Clin. Neurophysiol. 18, 209-222, 2001
Nonlinear EEG analysis in epilepsy: Its possible use for interical
focus localization, seizure anticipation, and prevention.
Lehnertz K, Andrzejak RG, Arnhold J, Kreuz T, Mormann F, Rieke C,
Widman G, Elger CE
Several recent studies emphasize the high value of nonlinear EEG
analysis particularly for improved characterization of epileptic
brain states. In this review the authors report their work to increase
insight into the spatial and temporal dynamics of the epileptogenic
process.
Specifically, they discuss possibilities for seizure anticipation,
which is one of the most challenging aspects of epileptology. Although
there are
numerous studies exploring basic neuronal mechanisms that are likely to
be associated with seizures, to date no definite information is
available
regarding how, when, or why a seizure occurs. Nonlinear EEG analysis
now provides strong evidence that the interictal–ictal state transition
is
not an abrupt phenomenon. Rather, findings indicate that it is indeed
possible to detect a preseizure phase. The unequivocal definition of
such a
state with a sufficient length would enable investigations of basic
mechanisms leading to seizure initiation in humans, and development of
adequate seizure prevention strategies.
Hum Brain
Mapp.
14, 251-260, 2001
Inferior temporal stream for word processing with integrated mnemonic
function.
Fernandez G, Heitkemper P, Grunwald T, Van Roost D, Urbach H, Pezer N,
Lehnertz K, Elger CE.
The participation of the inferior temporal cortex in visual word
perception and recognition raises several questions:
Is there a directed processing stream proceeding anteriorly by
continuous cortical processing? How fast are words processed
within such an inferior temporal stream? Does this stream support
implicit or explicit memory? To answer these questions,
we analyzed the spatio-temporal relationship of event-related
potentials, recorded directly from the inferior temporal cortex in
epilepsy
patients performing a continuous visual word recognition paradigm.
Event-related potentials elicited an inferior temporal positivity in a
strip along the left collateral sulcus. This potential exhibited a
linear (r = 0.74) peak latency progression from posterior to anterior
inferior temporal regions (approximately 15 cm/sec), indicating a
directed, intracortical processing stream. Peak amplitudes and
latencies
showed reliable old/new effects with smaller amplitudes and shorter
latencies for old as opposed to new words.
Although the amplitude-old/new-effect occurred for all repeated words
(e.g., implicit memory), the latency-old/new-effect occurred
for correctly recognized old words only (e.g., explicit recognition).
These results seem to dissociate two distinct mnemonic processes.
The graded decrease of mean ITP peak amplitudes and latencies, however,
does not allow us to exclude a single trace model as assumed
for explicit recognition memory based on familiarity (Mandler [1980]:
Psychol Rev 87:252-271). Regardless whether there is a dissociation
between implicit and explicit memory in inferior temporal cortex or
not, our findings are in accordance with an integrated inferior
temporal
processing stream for words that performs continuously semantic and
mnemonic operations supporting both implicit and explicit memory.