Literature DB >> 17133385

Temporal lobe interictal epileptic discharges affect cerebral activity in "default mode" brain regions.

Helmut Laufs1, Khalid Hamandi, Afraim Salek-Haddadi, Andreas K Kleinschmidt, John S Duncan, Louis Lemieux.   

Abstract

A cerebral network comprising precuneus, medial frontal, and temporoparietal cortices is less active both during goal-directed behavior and states of reduced consciousness than during conscious rest. We tested the hypothesis that the interictal epileptic discharges affect activity in these brain regions in patients with temporal lobe epilepsy who have complex partial seizures. At the group level, using electroencephalography-correlated functional magnetic resonance imaging in 19 consecutive patients with focal epilepsy, we found common decreases of resting state activity in 9 patients with temporal lobe epilepsy (TLE) but not in 10 patients with extra-TLE. We infer that the functional consequences of TLE interictal epileptic discharges are different from those in extra-TLE and affect ongoing brain function. Activity increases were detected in the ipsilateral hippocampus in patients with TLE, and in subthalamic, bilateral superior temporal and medial frontal brain regions in patients with extra-TLE, possibly indicating effects of different interictal epileptic discharge propagation. Wiley-Liss, Inc.

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Year:  2007        PMID: 17133385      PMCID: PMC2948427          DOI: 10.1002/hbm.20323

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


INTRODUCTION

Simultaneous electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) has been used in individual patients to map the brain areas involved in interictal epileptic discharges (IED) (Salek‐Haddadi et al., 2003a) and in particular the area giving rise to the discharge—the “irritative zone” (Rosenow and Luders, 2001). In addition, however, EEG‐fMRI allows the impact of epileptic discharges on ongoing brain function to be assessed (Gotman et al., 2005; Laufs et al., 2006) and the effects of epileptic activity across different patient groups to be studied (Hamandi et al., 2006). Brain areas preferentially active on functional imaging during conscious rest include the precuneus and posterior cingulate, bilateral temporoparietal and medial prefrontal cortices (Mazoyer et al., 2001; Raichle et al., 2001; Shulman et al., 1997). This network expresses strong functional connectivity at rest (Greicius et al., 2003; Laufs et al., 2003) and has higher overall activity during resting wakefulness than in states of impaired consciousness such as sleep, anaesthesia, and coma (Laureys et al., 2004) or during generalized spike and wave discharges (GSW) (Archer et al., 2003; Gotman et al., 2005; Hamandi et al., 2006; Laufs et al., 2006). Activity in these regions also decreases during a wide range of cognitive tasks (Mazoyer et al., 2001; Raichle et al., 2001) and this observation of “task‐independent deactivation” has led to the proposal that activity in these structures serves as a “default mode” of brain function that predominates whenever subjects are awake, but not performing any explicit task (Raichle et al., 2001). Functional connectivity in the default mode network has been shown to be affected in patients with Alzheimer's disease (Greicius et al., 2004), and temporal lobe connectivity in particular (Wang et al., 2006). Recently, spontaneous alteration of functional connectivity between language areas was also demonstrated in patients with temporal lobe epilepsy (TLE) (Waites et al., 2006). We sought to test the hypothesis that IED occuring during the resting state would result in a relative BOLD signal decrease in default mode brain areas. In patients lying at rest with their eyes closed in the scanner we expect the default mode network to be active. Interruption of resting state activity as a direct consequence of IED should then result in a relative decrease in BOLD signal within the default mode areas. Aside from testing this hypothesis we also set out to explore any BOLD signal increases common to the group, as these may reveal underlying networks not detectable at the individual level. We investigate the effects of IED in two groups of patients with focal epilepsy, namely with TLE and extra‐TLE.

MATERIAL AND METHODS

Patients

63 patients with focal epilepsy underwent EEG‐fMRI (Salek‐Haddadi et al., 2006). Of those, we selected all scanning sessions with a spiking rate of between one and twenty IED per minute during data acquisition, corresponding to the mid‐range level of activity in the group. This selection was necessary to facilitate a balanced design for the purpose of group analysis (Friston et al., 2005). All patients gave written informed consent (Joint Ethics Committee of the National Hospital for Neurology and Neurosurgery and Institute of Neurology). Clinical and experimental details are listed in Table I.
Table I

Experimental, electroclinical, and imaging patient details

CaseNumber of IED during 35 min fMRIDescription of clinical EEGClinical localizationSeizure typeStructural MRIEtiologyEpilepsy syndrome
IctalInterictalTLExTLE
1404No lateralizationL Ant Temp SpL TempSPS (epigastric), CPS.L‐HSL‐HSX
2638No lateralizationL Ant Temp SpL TempSPS, CPS, SGTCSL‐HSL‐HSX
3630No clear changeL Ant Temp SpL TempCPS, SGTCSL hippocampal, parahippocampal and amygdala massgliomaX
472Independent R and L seizure onsetsL Ant mid‐Temp SWTemp, uncertain lateralityCPSL‐HSL‐HSX
545Subdural electrodes: seizure onset outside of the resected areas, possibly contralateralWidespread theta, frequent Temp shW, and redominantly L mid Temp SpL TempCPS, SGTCSL Temp lobe resectionPost L Temp lobe resection for DNET, plus R‐HSX
658Initially bilateral theta, then left sided rhythmic shWsL Temp slow waves and Sp plus R Temp Sp during sleepTempCPS, SGTCSMRI negativeCryptogenicX
7190L Temp slowing with frequent L Ant Temp SpL LateralisedSGTCSMRI negativePost‐traumaticX
879L hemisphereL Temp slow and shWsL TempCPSL‐HSL‐HSX
9166No clear lateralisationL slow activity, Bil SW, pSpW, L Temp SpDiffuseCPS, SGTCSFocal lesion L middle Temp gyrus. L Temp lobe smaller than RDNETX
1082Widespread, R Sp, shW, and sharp and slow waves maximal frontocentralR LateralisedSPS (motor)Diffuse cortical thickening R hemisphere, within Par and Occ lobes, extending to frontal regionMCDX
1150No clear changesBil, Post Temp/Occ sharp and slow wave complexes with L SpBilateralCPS, SGTCSWidespread band and subcortical nodular heterotopia, predominantly posteriorMCDX
12230L slow activity with L Post Temp SpL LateralisedCPS, SGTCSL cystic encephalomalaciaPerinatal subarachnoid haemorrhageX
1373Over central region Bil SWR FrontalSPS (focal motor), SGTCSR parietal open leptoschizencephalyMCDX
14477No changeContinuous L Par SpL ParietalSPS (sensory)Thickened cortex in the L Ant‐inferior Par region just extending into the inferior Front gyrus (FCD)MCDX
1597L Sp, shW, and slow waves, some Bil synchronous and occasionally R‐sidedDiffuseCPS, SGTCSExtensive polymicrogyria involving both hemispheres, R > LMCDX
16103Bilateral onsetL and Bil Front shWs (R > L), and occasional L Temp SpUncertainCPS (extra‐temporal semiology), SGTCSMRI negativeCryptogenicX
17198R pSp and slow wave discharges, single and bursts, maximal centro‐TempR FrontalCPS, SGTCSR middle Front gyrus cortical scarPost‐ traumaticX
18483Widespread over left hemisphereL mid‐Temp SWL Cent‐TempSPS (focal motor), CPS, SGTCSMild atrophy of L cerebral hemisphereChronic encephalitisX
19371Widespread over L hemisphereL front SpL FrontSPS, CPSFocal scarring of L middle Front gyrusLow‐grade astrocytoma (post surgery and radiotherapy)X

shW: sharp wave; SW: spike and wave; Sp: spikes; pSp: poly spikes; pSpW: poly SW; Temp: temporal; Par: parietal; Occ: occipital; Front: frontal; R: right; L: left; Bil: bilateral; Cent: central, Mid: midline; CPS: Complex partial seizure; SGTCS: Secondarily generalized tonic‐clonic seizure; SPS: Simple partial seizure; DNET: Dysembryoblastic neuroepithelial tumour; FCD: Focal cortical dysplasia; HS: Hippocampal sclerosis; MCD: Malformation of cortical development; Ant: Anterior; Post: Posterior; TLE: temporal lobe epilepsy; xTLE: extra temporal lobe epilepsy; “–” data not available.

Experimental, electroclinical, and imaging patient details shW: sharp wave; SW: spike and wave; Sp: spikes; pSp: poly spikes; pSpW: poly SW; Temp: temporal; Par: parietal; Occ: occipital; Front: frontal; R: right; L: left; Bil: bilateral; Cent: central, Mid: midline; CPS: Complex partial seizure; SGTCS: Secondarily generalized tonic‐clonic seizure; SPS: Simple partial seizure; DNET: Dysembryoblastic neuroepithelial tumour; FCD: Focal cortical dysplasia; HS: Hippocampal sclerosis; MCD: Malformation of cortical development; Ant: Anterior; Post: Posterior; TLE: temporal lobe epilepsy; xTLE: extra temporal lobe epilepsy; “–” data not available.

Simultaneous Acquisition of EEG and fMRI

The methods and results pertaining to single‐subject analyses are reported elsewhere (Salek‐Haddadi et al., 2006). Briefly, using MR‐compatible equipment, ten EEG channels were recorded at Fp1/Fp2, F7/F8, T3/T4, T5/T6, O1/O2, Fz (ground) and Pz as the reference (10–20 system), and bipolar electrocardiogram (Krakow et al., 2000). Seven hundred and four T2*‐weighted single‐shot gradient‐echo echo‐planar images (EPI; TE/TR: 40/3000, flip angle: 90°, 21 5 mm interleaved slices, FOV = 24 × 24 cm2, 642 matrix) were acquired continuously over 35 min on a 1.5 Tesla Horizon EchoSpeed MRI scanner (General Electric, Milwaukee, WI). Patients were asked to rest with their eyes shut and to keep their head still. After gradient and pulse artifact reduction (Allen et al., 1998, 2000), IED were individually identified and the fMRI data were preprocessed and analyzed using SPM2 (http://www.fil.ion.ucl.ac.uk/spm/). After discarding the first four image volumes, the EPI time series were realigned, normalized (MNI305 space, SPM2) and the images spatially smoothed with a cubic Gaussian Kernel of 8 mm full width at half maximum.

Statistical Parametric Mapping

IED onsets were used to build a linear model of the effects of interest by convolution with a canonical hemodynamic response function (HRF, event‐related design) and its temporal derivative to account for possible variations in the blood oxygen level‐dependent (BOLD) response delay. Motion realignment parameters were modelled as a confound (Friston et al., 1996). A single T‐contrast image was generated per subject from the first (single‐subject) level and the images used to inform a second level (group effect) analysis to test for any common patterns. Analyses were performed for both TLE and extra‐TLE groups. A random effects model was used to identify any typical responses consistent across the patients (Friston et al., 1999). We used this approach to test the hypothesis that negative responses arose in one or more of the default mode areas: precuneus, posterior cingulate, frontal, and inferior parietal cortices bilaterally. For this purpose, regions of interest were defined as spheres with 1 cm diameter centered on coordinates given in Table II, taken from (Raichle et al., 2001; Shulman et al., 1997). The statistical images were thresholded at P < 0.05 (family wise error‐corrected for multiple comparisons within the search volume). Any positive responses were further explored at a threshold of P < 0.001 (uncorrected at the single voxel level), and declared significant at P < 0.05 (corrected for multiple comparisons at the cluster level) as we were not testing a specific hypothesis.
Table II

Blood oxygen level‐dependent signal decreases in regions of interest in 9 patients with temporal lobe epilepsy (TLE) and respective findings in 10 patients with extra‐TLE

Brain region of interestBrodmann area (BA)Center of region of interest (mm) Z‐score P value
X Y Z
9 patients with TLE
 PrecuneusBA 7−5−49402.90.030
 Posterior CingulateBA 311−35342.70.048
 Frontal Gyrus, leftBA 8/9−1141422.00.135
 Frontal Gyrus, rightBA 8/9549362.70.043
 Inferior Parietal Lobule, leftBA 40−53−39422.70.047
 Inferior Parietal Lobule, rightBA 4045−57342.00.144(1)
 (1)BA 4056−48402.70.049
10 patients with extra‐TLE
No deactivations found in regions of interest nor across the whole brain at P < 0.001 uncorrected for multiple comparisons

Results of region of interest analyses (random effects group analyses). Z‐scores are reported for activations within spherical search volumes (1 cm in diameter) centered at coordinates taken from (Shulman, et al. 1997); P values are corrected for multiple comparisons within these volumes. Note that although the activation in the region of interest positioned in the right inferior parietal volume did not reach significance, a nearby area of activation did (indicated by (1)). All coordinates are given in Talairach space, converted from Montréal Neurological Institute space using mni2tal (http://imaging.mrc-cbu.cam.ac.uk/imaging/MniTalairach).

Blood oxygen level‐dependent signal decreases in regions of interest in 9 patients with temporal lobe epilepsy (TLE) and respective findings in 10 patients with extra‐TLE Results of region of interest analyses (random effects group analyses). Z‐scores are reported for activations within spherical search volumes (1 cm in diameter) centered at coordinates taken from (Shulman, et al. 1997); P values are corrected for multiple comparisons within these volumes. Note that although the activation in the region of interest positioned in the right inferior parietal volume did not reach significance, a nearby area of activation did (indicated by (1)). All coordinates are given in Talairach space, converted from Montréal Neurological Institute space using mni2tal (http://imaging.mrc-cbu.cam.ac.uk/imaging/MniTalairach).

RESULTS

Common IED‐Related Deactivations in Default Mode Areas in TLE but not in Extra‐TLE

On the basis of the inclusion criteria for group analysis, 19 scanning sessions were analyzed. They were divided into two groups: one group with TLE (n = 9) and one with extra‐TLE (n = 10). The TLE group as a whole showed significant IED‐related deactivation in the posterior cingulate, the precuneus, the left and right frontal and parietal lobes (Fig. 1, Table II, see supplementary web material for single subject maps). The extra‐TLE group did not show any significant IED‐related deactivations (Table II). There was no significant difference between the two groups in terms of the number of IED during fMRI (P = 0.1, T‐test).
Figure 1

Random effects group analysis blood oxygen level‐dependent signal decreases in temporal lobe epilepsy with focal interictal epileptic discharges (IED) in comparison with classic “default mode” brain regions. A: Brain areas where blood oxygen level‐dependent signal is significantly negatively correlated with IED are projected onto axial slices (Z coordinates given below each slice) of a template average brain. B: Corresponding display of brain regions to which the term “default mode” was originally applied. Taken from Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL. A default mode of brain function. Proc Natl Acad Sci USA 2001;98:676‐82; © 2001 National Academy of Sciences, USA. Note that despite spatial normalization there is slight anatomical discrepancy between slices displayed in panel A versus panel B. [Color figure can be viewed in the online issue, which is available at www.interscience.wiley.com.]

Random effects group analysis blood oxygen level‐dependent signal decreases in temporal lobe epilepsy with focal interictal epileptic discharges (IED) in comparison with classic “default mode” brain regions. A: Brain areas where blood oxygen level‐dependent signal is significantly negatively correlated with IED are projected onto axial slices (Z coordinates given below each slice) of a template average brain. B: Corresponding display of brain regions to which the term “default mode” was originally applied. Taken from Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL. A default mode of brain function. Proc Natl Acad Sci USA 2001;98:676‐82; © 2001 National Academy of Sciences, USA. Note that despite spatial normalization there is slight anatomical discrepancy between slices displayed in panel A versus panel B. [Color figure can be viewed in the online issue, which is available at www.interscience.wiley.com.]

Common IED‐Related Activations Specific to TLE and Extra‐TLE

All 9 TLE patients had left‐sided IED (some bilateral and one additional diffuse IED, see Table I). We looked for common activations across this group of patients and found significant positive IED‐related BOLD signal changes in the left anterior medial temporal lobe (Fig. 2, Table III). The same analysis for the heterogeneous group of patients with extra‐TLE showed common activations in the left subthalamic nucleus, superior temporal gyrus bilaterally, right middle temporal gyrus, medial frontal gyrus bilaterally, anterior cingulate, and the right postcentral gyrus (Fig. 3, Table III).
Figure 2

Statistical parametric maps of a random effects group analysis of 9 patients with temporal lobe epilepsy. Brain areas where blood oxygen level‐dependent signal is significantly (P < 0.001) positively correlated with interictal epileptic discharges are overlaid onto a T1‐weighted anatomical brain template (slice planes [x,y,z] = [−26, −35,1]). [Color figure can be viewed in the online issue, which is available at www.interscience.wiley.com.]

Table III

Common blood oxygen level‐dependent signal increases in 9 patients with temporal lobe epilepsy (TLE) and respective findings in 10 patients with extra‐TLE

Brain region, cluster maxima (>8 mm apart)Talairach coordinates (mm)Z‐score
x y z
9 patients with TLE
LeftCerebrumHippocampus−26−35−13.7*
LeftCerebrumParahippocampal gyrus−26−11−253.7*
10 patients with extra‐TLE
LeftCerebrumSuperior Temporal Gyrus−484−63.9
RightCerebrumMedial Frontal Gyrus Lobe2−8523.7
RightCerebrumAnterior Cingulate1026−63.4
LeftMidbrainSubthalamic nucleus−2−16−63.3
RightCerebrumSuperior Temporal Gyrus64−803.4
RightCerebrumMiddle Temporal Gyrus56−8−63.2
RightCerebrumPostcentral Gyrus8−40663.1

Results of explorative (P < 0.001 uncorrected for multiple comparisons) random effects group analyses. Main cluster grey matter coordinates are given as Talairach coordinates (compare Table II) and automatically labelled using Talairach Daemon V1.1 (Research Imaging Center, University of Texas Health Science Center at San Antonio). Z‐scores are reported for local voxel maxima (extent threshold: 15 voxels).

*P < 0.05 corrected for multiple comparisons.

Figure 3

Statistical parametric maps of a random effects group analysis of 10 patients with extratemporal lobe epilepsy. Brain areas where blood oxygen level‐dependent signal is significantly (P < 0.001) positively correlated with interictal epileptic discharges are overlaid onto an average T1‐weighted anatomical brain template (slice planes [x,y,z] = [−2, −16, −6]—note different slice planes compared with Fig. 2 despite analogous format of display). [Color figure can be viewed in the online issue, which is available at www.interscience.wiley.com.]

Statistical parametric maps of a random effects group analysis of 9 patients with temporal lobe epilepsy. Brain areas where blood oxygen level‐dependent signal is significantly (P < 0.001) positively correlated with interictal epileptic discharges are overlaid onto a T1‐weighted anatomical brain template (slice planes [x,y,z] = [−26, −35,1]). [Color figure can be viewed in the online issue, which is available at www.interscience.wiley.com.] Statistical parametric maps of a random effects group analysis of 10 patients with extratemporal lobe epilepsy. Brain areas where blood oxygen level‐dependent signal is significantly (P < 0.001) positively correlated with interictal epileptic discharges are overlaid onto an average T1‐weighted anatomical brain template (slice planes [x,y,z] = [−2, −16, −6]—note different slice planes compared with Fig. 2 despite analogous format of display). [Color figure can be viewed in the online issue, which is available at www.interscience.wiley.com.] Common blood oxygen level‐dependent signal increases in 9 patients with temporal lobe epilepsy (TLE) and respective findings in 10 patients with extra‐TLE Results of explorative (P < 0.001 uncorrected for multiple comparisons) random effects group analyses. Main cluster grey matter coordinates are given as Talairach coordinates (compare Table II) and automatically labelled using Talairach Daemon V1.1 (Research Imaging Center, University of Texas Health Science Center at San Antonio). Z‐scores are reported for local voxel maxima (extent threshold: 15 voxels). *P < 0.05 corrected for multiple comparisons.

Complex Versus Simple Partial Seizures

Activity in default‐mode brain regions is correlated with consciousness (Laureys et al., 2004) and so we looked at the differences in habitual seizure‐types between these groups. We found that simple partial seizures (SPS) were more frequent in the patients with extra‐TLE (5/10 patients) and were the single focal seizure type in three of them. Only 3 of 9 patients with TLE had SPS, and these always occurred in addition to complex partial seizures (CPS).

Aetiology

Apart from localization, etiology was assessed as a possible explanatory variable accounting for the differing BOLD response patterns. We found hippocampal sclerosis to be the prevalent pathology in the TLE group (5 of 9 patients), while malformations of cortical development (MCD) were the prominent pathology in the extra‐TLE group (5 of the 10 patients, Table I).

DISCUSSION

Principal Findings

In patients with TLE, IED were associated with significant deactivation in default mode brain areas and with significant activation in the ipsilateral medial temporal lobe. In the patients with extra‐TLE no significant deactivations were found, and there were activations in the subthalamic nucleus, the superior aspects of both temporal and medial frontal lobes. The findings indicate that deactivations in default mode brain regions are characteristic of IED in TLE while not seen in extra‐TLE, and that different common activation patterns were seen in the two groups.

Methodological Considerations

EEG‐fMRI can be used to investigate the electrical and hemodynamic aspects of brain activity changes during task‐free rest such as those associated with individual IED. To facilitate intersubject comparison we restricted our analyses to experiments with 1–20 IED per minute. This enabled us to make valid inferences at the group level using a two‐stage procedure but restricted the group size to 19 patients (Friston et al., 2005). Violations of homoscedasticity implicit in the loss of balance at the first level can make the second level inference less efficient, but would not bias or invalidate it. A full mixed‐effect analysis could improve the power of the inference but this is not necessary because we already have significant results using the more conservative summary‐statistic approach (Penny and Holmes, 2006). The distributed and distinct areas of the brain involved in default mode activity were originally identified by positron emission tomography and fMRI meta analyses that included studies with block designs (Gusnard and Raichle, 2001). Stimulus‐correlated motion and circulation or respiration effects are thus unlikely to cause the observed signal changes. Nevertheless we took the precaution of modelling realignment parameters reflecting motion as a potential confound. Likewise, the signal changes observed during resting state brain activity do not originate from the aliasing of physiological noise (De Luca et al., 2006). A group analysis emphasizes features common to all group members while supressing the individual variability at the same time. Such an approach will be less sensitive to IED‐correlated BOLD signal changes reflecting potentially different irritative zones but will rather indicate common pathways of IED propagation or their associated effects on ongoing brain function, that fail to reach statistical significance at the single subject level. A group analysis will therefore highlight common features (“typical effects”) for a group of patients investigated.

Previous Work

Deactivations in relation to IED were found in default mode brain areas in 10 of a series of 60 analyzed scanning sessions, mostly associated with bilateral or generalised bursts of spikes (Kobayashi et al., 2006). IED localization however was not further specified nor a group analysis performed. Meanwhile, the same group has recently also found ipsilateral medial temporal activation in a group of patients with temporal lobe IED (Grova et al., 2006). Using Single Photon Emission Computed Tomography (SPECT), Van Paesschen and coworkers described significant ictal hypoperfusion in the superior frontal gyrus and the precuneus in 90% of TLE patients with complex partial seizures studied, plus hypoperfusion in temporal, occipital, and cerebellar regions (Van Paesschen et al., 2003). Blumenfeld et al., using EEG‐SPECT found that temporal lobe seizure‐related loss of consciousness was associated with bilateral decreases in cerebral blood flow in the frontal and parietal association cortex and retrosplenium. In contrast, however, when consciousness was preserved, such widespread changes were not seen (Blumenfeld et al., 2004). The distribution of these ictal perfusion decreases is consistent with our interictal findings in those with TLE who mainly had CPS. Although failure to detect deactivations in default mode brain areas in those with extra‐TLE does not translate to their absence, it does suggest that IED do not influence brain function in this network to the degree IED do in TLE.

IED Propagation Affects Default Mode Network in TLE

In TLE, epileptic activity may spread from the temporal lobe into one or more functionally interconnected default mode brain regions and the effect of propagated activity can be measured by fMRI. Epileptic networks can lead to widespread secondary inhibition of nonseizing cortical regions via subcortical structures (Norden and Blumenfeld, 2002). It has previously been reported that—even very short (Laufs et al., 2006)—GSW were associated with deactivations in default mode brain regions (Gotman et al., 2005; Hamandi et al., 2006; Laufs et al., 2006; Salek‐Haddadi et al., 2003b). Alarcon and colleagues proposed that in TLE a lesion may affect remote, functionally coupled normal brain regions and that IED may originate from separate regions, resulting in propagation to and recruitment of other neuronal assemblies (Alarcon et al., 1997). Indeed Ebersole and colleagues suggested that scalp EEG changes in TLE principally reflect propagated epileptic activity (Pacia and Ebersole, 1997). The current study supports the notion that temporal lobe IED affect an epileptic network rather than a circumscribed focus. Further, it may be inferred that the medial anterior temporal lobe structures are a crucial part of such a network in this group of patients with TLE, who had a variety of underlying pathologies at varying locations within the temporal lobe.

The (left) Temporal Lobe and the Default Mode Brain Network

Functional connectivity studies have identified the temporal lobe (Fox et al., 2005; Fransson, 2005), and more specifically the hippocampus (Greicius and Menon, 2004), as another part of the default mode network. Activity changes in the default mode network could thus be a consequence of IED‐effects on the functionally connected hippocampus, or—as was demonstrated in the case of Alzheimer's disease (Wang et al., 2006)—the result of disturbed functional connectivity between the hippocampus and other default mode regions. In patients with left TLE, Waites and colleagues have recently demonstrated that functional connectivity in the “language network” was disturbed (Waites et al., 2006). As our subjects all had left‐biased IED, we could not investigate laterality influences on default mode activity. This would be interesting especially since verb generation tasks, for example, lead to left‐lateralized temporal lobe activations (Rowan et al., 2004) and classically deactivate default mode brain regions (Burton et al., 2004). Our findings do not address the issue of causality, but indicate a correlation between IED in TLE and default mode network fluctuations. A hypothetical alternative explanation is that alteration of the default mode (e.g. by an external cause) facilitates IED. In the case of GSW, a link with sleep spindles and arousal has already been demonstrated (Steriade, 2005).

An Analogy between the Thalamus in GSW and the Hippocampus in TLE

The hippocampus plays a central role in propagation of epileptic activity in TLE, and hippocampal sclerosis often accompanies different pathologies in the temporal lobe (Duncan and Sagar, 1987; Thom et al., 2005). An analogy could be drawn between the role of the thalamus in the propagation of GSW and the role of the hippocampus in the propagation of IED in TLE, with both resulting in antidromic deactivation of default mode brain regions. Similarly, the activations seen in association with IED in the extra‐TLE group suggest a different “propagation network” consisting of subthalamic nuclei, superior temporal lobe and medial frontal structures (Figure 3, Table III). This group however was more heterogeneous and this possibility remains speculative until a higher number and more defined groups of epilepsy syndromes have been studied.

Lack of Default Mode Deactivation in Extratemporal Lobe Epilepsy

Possible reasons for the lack of deactivations associated with IED in extra‐TLE need consideration. These include a lack of sensitivity and the failure of scalp EEG to detect deep IED. Extratemporal IED propagation to the default mode network might not occur so readily and so may not have distant effects: Blume at al. showed that interictal activity in extra‐TLE mainly remains within the lobe of origin (Blume et al., 2001). As much as propagation of IED might depend on the lobe of origin, it may also be a function of underlying pathology. In this series, MCD was the prominent pathology in the extra‐TLE group, and their pathoneurophysiology will be different to that of hippocampal sclerosis, for example. Further EEG‐fMRI studies of patients with MCD and those with acquired lesions in temporal and extratemporal lobes are needed to resolve this issue.

IED Location‐Independent Deactivation of the Default Mode Brain Areas

Our data suggest that activation of an epileptic network associated with TLE‐IED is associated with the deactivation of the cerebral areas that are active during conscious rest, in the same way as deactivation occurs consequent to a cognitive activation paradigm (Gusnard and Raichle, 2001). Our results indicate further that default mode brain areas deactivate irrespective of the IED location within the temporal lobe. Such decreases are therefore not epilepsy‐specific, but may instead reflect an alteration of the mental state, in particular consciousness (Gotman et al., 2005; Laufs et al., 2006; Salek‐Haddadi et al., 2003b). In focal epilepsy, fMRI deactivations have been found to correlate less with spike location and generally occur later than activations (Aghakhani et al., 2006; Bagshaw et al., 2004) and may thus reflect such “downstream” cognitive effects. In contrast, the activations we found in TLE are closer to the spike origin (Salek‐Haddadi et al., 2006).

Possible Implications of Common (De‐)activation of Brain Areas

Although generally considered a subclinical and purely an EEG event, TLE‐IED have been shown to be associated with transient cognitive impairment and a decrease in reaction time (Binnie, 2003; Shewmon and Erwin, 1988). Our finding that IED in TLE were associated with an alteration of resting state brain function raises the possibility that IED might also affect activity in regions supporting specific cognitive functions during a task. In this study, when patients were at rest, no task was presented and only default mode but no explicit task‐specific brain regions could be expected to deactivate in response to IED. The region of the brain that generates IED defines the irritative zone, which does not necessarily coincide with the epileptogenic zone (which by definition is indispensable for the generation of epileptic seizures) (Rosenow and Luders, 2001). Our finding of IED‐concomitant activation of the medial temporal lobe might explain the higher seizure free rates of patients in whom the hippocampus is removed in an anterior temporal lobe resection compared with those who have a temporal lesionectomy without hippocampal resection (Wyler et al., 1989).

CONCLUSION

We found that brain areas that are active when a subject is in a state of relaxed wakefulness deactivate during IED of temporal lobe origin but not in extra‐TLE. We show that EEG‐fMRI group analysis can be used to explore networks associated with interictal discharges. Our data suggest that medial temporal lobe structures are central in generating or propagating IED in TLE, while superior temporal, subthalamic, and mesial frontal brain regions are involved in extra‐TLE. This article contains supplementary material available via the Internet at http://www.interscience.wiley.com/jpages/1065-9471/suppmat
  45 in total

1.  Cortical networks for working memory and executive functions sustain the conscious resting state in man.

Authors:  B Mazoyer; L Zago; E Mellet; S Bricogne; O Etard; O Houdé; F Crivello; M Joliot; L Petit; N Tzourio-Mazoyer
Journal:  Brain Res Bull       Date:  2001-02       Impact factor: 4.077

2.  EEG-fMRI of idiopathic and secondarily generalized epilepsies.

Authors:  Khalid Hamandi; Afraim Salek-Haddadi; Helmut Laufs; Adam Liston; Karl Friston; David R Fish; John S Duncan; Louis Lemieux
Journal:  Neuroimage       Date:  2006-04-19       Impact factor: 6.556

3.  Cortical lateralization during verb generation: a combined ERP and fMRI study.

Authors:  Alison Rowan; Frédérique Liégeois; Faraneh Vargha-Khadem; David Gadian; Alan Connelly; Torsten Baldeweg
Journal:  Neuroimage       Date:  2004-06       Impact factor: 6.556

4.  Generalized epileptic discharges show thalamocortical activation and suspension of the default state of the brain.

Authors:  J Gotman; C Grova; A Bagshaw; E Kobayashi; Y Aghakhani; F Dubeau
Journal:  Proc Natl Acad Sci U S A       Date:  2005-10-10       Impact factor: 11.205

Review 5.  Sleep, epilepsy and thalamic reticular inhibitory neurons.

Authors:  Mircea Steriade
Journal:  Trends Neurosci       Date:  2005-06       Impact factor: 13.837

6.  Negative BOLD responses to epileptic spikes.

Authors:  Eliane Kobayashi; Andrew P Bagshaw; Christophe Grova; François Dubeau; Jean Gotman
Journal:  Hum Brain Mapp       Date:  2006-06       Impact factor: 5.038

Review 7.  Searching for a baseline: functional imaging and the resting human brain.

Authors:  D A Gusnard; M E Raichle; M E Raichle
Journal:  Nat Rev Neurosci       Date:  2001-10       Impact factor: 34.870

8.  Default brain functionality in blind people.

Authors:  H Burton; A Z Snyder; M E Raichle
Journal:  Proc Natl Acad Sci U S A       Date:  2004-10-15       Impact factor: 11.205

9.  Positive and negative network correlations in temporal lobe epilepsy.

Authors:  Hal Blumenfeld; Kelly A McNally; Susan D Vanderhill; A LeBron Paige; Richard Chung; Kathryn Davis; Andrew D Norden; Rik Stokking; Colin Studholme; Edward J Novotny; I George Zubal; Susan S Spencer
Journal:  Cereb Cortex       Date:  2004-04-14       Impact factor: 5.357

10.  Frontal lobe seizure propagation: scalp and subdural EEG studies.

Authors:  W T Blume; D Ociepa; V Kander
Journal:  Epilepsia       Date:  2001-04       Impact factor: 5.864

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  110 in total

1.  Default mode network abnormalities in mesial temporal lobe epilepsy: a study combining fMRI and DTI.

Authors:  Wei Liao; Zhiqiang Zhang; Zhengyong Pan; Dante Mantini; Jurong Ding; Xujun Duan; Cheng Luo; Zhengge Wang; Qifu Tan; Guangming Lu; Huafu Chen
Journal:  Hum Brain Mapp       Date:  2010-06-09       Impact factor: 5.038

Review 2.  Current Concepts of Memory Disorder in Epilepsy: Edging Towards a Network Account.

Authors:  Genevieve Rayner; Chris Tailby
Journal:  Curr Neurol Neurosci Rep       Date:  2017-08       Impact factor: 5.081

3.  Pathological uncoupling between amplitude and connectivity of brain fluctuations in epilepsy.

Authors:  Zhiqiang Zhang; Qiang Xu; Wei Liao; Zhengge Wang; Qian Li; Fang Yang; Zongjun Zhang; Yijun Liu; Guangming Lu
Journal:  Hum Brain Mapp       Date:  2015-04-16       Impact factor: 5.038

Review 4.  Third International Congress on Epilepsy, Brain and Mind: Part 1.

Authors:  Amos D Korczyn; Steven C Schachter; Jana Amlerova; Meir Bialer; Walter van Emde Boas; Milan Brázdil; Eylert Brodtkorb; Jerome Engel; Jean Gotman; Vladmir Komárek; Ilo E Leppik; Petr Marusic; Stefano Meletti; Birgitta Metternich; Chris J A Moulin; Nils Muhlert; Marco Mula; Karl O Nakken; Fabienne Picard; Andreas Schulze-Bonhage; William Theodore; Peter Wolf; Adam Zeman; Ivan Rektor
Journal:  Epilepsy Behav       Date:  2015-08-11       Impact factor: 2.937

5.  Greater activation of the "default" brain regions predicts stop signal errors.

Authors:  Chiang-Shan Ray Li; Peisi Yan; Keri L Bergquist; Rajita Sinha
Journal:  Neuroimage       Date:  2007-08-03       Impact factor: 6.556

6.  Coherence and phase locking of intracerebral activation during visuo- and audio-motor learning of continuous tracking movements.

Authors:  Julia Blum; Kai Lutz; Lutz Jäncke
Journal:  Exp Brain Res       Date:  2007-05-08       Impact factor: 1.972

7.  Patterns of altered functional connectivity in mesial temporal lobe epilepsy.

Authors:  Francesca Pittau; Christophe Grova; Friederike Moeller; François Dubeau; Jean Gotman
Journal:  Epilepsia       Date:  2012-05-11       Impact factor: 5.864

8.  Lateralization and localization of epilepsy related hemodynamic foci using presurgical fMRI.

Authors:  Clara Huishi Zhang; Yunfeng Lu; Benjamin Brinkmann; Kirk Welker; Gregory Worrell; Bin He
Journal:  Clin Neurophysiol       Date:  2014-04-30       Impact factor: 3.708

Review 9.  A Comprehensive Review of Brain Connectomics and Imaging to Improve Deep Brain Stimulation Outcomes.

Authors:  Joshua K Wong; Erik H Middlebrooks; Sanjeet S Grewal; Leonardo Almeida; Christopher W Hess; Michael S Okun
Journal:  Mov Disord       Date:  2020-04-12       Impact factor: 10.338

10.  Remote effects of hippocampal damage on default network connectivity in the human brain.

Authors:  Lars Frings; Andreas Schulze-Bonhage; Joachim Spreer; Kathrin Wagner
Journal:  J Neurol       Date:  2009-07-15       Impact factor: 4.849

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