Bryson B Reynolds1, Jasmine S Sondhi1, Monica Giraldo-Chica2, Baxter P Rogers1, Bennett A Landman3, Bassel Abou-Khalil4, Adam W Anderson5, and Victoria L Morgan1
1Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, United States, 2Psychiatry, Vanderbilt University Medical Center, Nashville, TN, United States, 3Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, United States, 4Neurology, Vanderbilt University Medical Center, Nashville, TN, United States, 5Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
Synopsis
Functional connectivity of the thalamus could inform the potential efficacy of temporal resection in temporal lobe epilepsy. Diffusion and functional MRI was collected from 22 patients who underwent surgical treatment for temporal lobe epilepsy. The thalamus was segmented into six subregions based on diffusion tractography to six regions encompassing the entire cortex. Functional connectivity was calculated between each thalamic subregion and cortical region for each patient. Higher functional connectivity between the contralateral temporal-thalamic subregion and the cortex was associated with seizure recurrence after surgery.
Purpose
Epilepsy affects 1% of the population
and 30% of these patients have drug-resistant seizures1. In
temporal lobe epilepsy (TLE), seizures originate in the temporal lobe, but the
epileptogenic network can include several extra-temporal regions2. While
temporal resection is the most effective treatment for drug-resistant TLE,
seizure freedom is not attained in 20-50% of patients3,4. There
may be subtypes of TLE, which could be defined by connectivity in the
epileptogenic network external to the temporal lobe5, and
different treatments may have distinct efficacies in different TLE subtypes.
The thalamus is a central node in the TLE epileptogenic network: important for
the spread of seizures to cortical regions6 and an effective
site for electrical stimulation for seizure reduction7.
Analysis of brain connectivity has shown some clinical promise for lateralizing
TLE and predicting surgical outcome8-10. The purpose of
this work is to determine if thalamocortical functional connectivity is associated with
seizure recurrence after temporal resection. Characterizing thalamic functional
connectivity could deepen our understanding of network effects in TLE and begin to
identify which connectivity changes may predict treatment response in
individual patients.Methods
Diffusion and
resting-state functional MRI was collected from 22 unilateral TLE patients who
subsequently underwent temporal resection. Using diffusion tractography, the
thalamus was divided into subregions based on structural connectivity between
each thalamic voxel and six cortical regions (Figure 1), for both ipsilateral and
contralateral hemispheres relative to seizure focus11. Functional connectivity (FC) was then calculated
between each thalamic subregion and six cortical regions. To explore if thalamic
connectivity affects outcome after temporal resection, we compared patients who
continued to have disabling seizures (Engel 2-4) vs. those who were
seizure-free (Engel 1) one year after surgery12.
To compare these patient groups, t-tests were performed for all connections
between each thalamic subregion and cortical region, with further analyses using
average FC across cortical regions for each temporal subregion.Results
Across 36
thalamocortical connections in each hemisphere there were no individual
connections with a difference between the groups with p<0.01. In analyzing
the average cortical connectivity to the six thalamic subregions the
contralateral temporal-thalamic subregion showed the largest group difference
(Figure 1B, p=0.0061) with higher connectivity in Engel 2+ patients. Figure 1A presents average
cortical connectivity from the ipsilateral temporal-thalamic subregion showing a much smaller group difference in the thalamic subregion directly connected to the epileptogenic lobe (p=0.1175). For comparison from another temporal subregion, Figures 1C and 1D present ipsilateral and contralateral frontal-thalamic subregions also showing minimal group differences (p=0.3810 and p=0.2917).Discussion
Previous research
demonstrated that brain connectivity may be related to postsurgical outcome9. Our
data suggest that higher FC between the contralateral temporal-thalamic
subregion and cortex is associated with seizure recurrence after temporal
lobectomy. The ipsilateral temporal-thalamic subregion and other thalamic subregions did not demonstrate a clear difference between patient groups. This data could indicate that some of the contralateral thalamus may
have been recruited into the epileptogenic network before surgery, restarting
the epileptogenic network after surgery. Further research should investigate
whether thalamic connectivity patterns can predict seizure recurrence after
temporal resection with a different and larger TLE cohort. Thalamocortical
connectivity may also influence the efficacy of other seizure reduction
treatments, especially electrical stimulation of the thalamus7. This
work presents the first steps identifying thalamocortical connectivity as a
diagnostic measure for the treatment of epilepsy.Acknowledgements
NIH R01 NS075270 (VLM)References
1. Helmstaedter, C. & Kockelmann,
E. Cognitive outcomes in patients with chronic temporal lobe epilepsy. Epilepsia 47 Suppl 2, 96-98, doi:10.1111/j.1528-1167.2006.00702.x (2006).
2. Spencer, S. S. Neural networks in
human epilepsy: evidence of and implications for treatment. Epilepsia 43, 219-227 (2002).
3. Spencer, S. & Huh, L. Outcomes
of epilepsy surgery in adults and children. Lancet
Neurol 7, 525-537,
doi:10.1016/S1474-4422(08)70109-1 (2008).
4. Englot, D. J. et al. Seizure types and frequency in patients who
"fail" temporal lobectomy for intractable epilepsy. Neurosurgery 73, 838-844; quiz 844, doi:10.1227/NEU.0000000000000120 (2013).
5. Bonilha, L., Martz, G. U., Glazier,
S. S. & Edwards, J. C. Subtypes of medial temporal lobe epilepsy: influence
on temporal lobectomy outcomes? Epilepsia
53, 1-6,
doi:10.1111/j.1528-1167.2011.03298.x (2012).
6. Rosenberg, D. S. et al. Involvement of medial pulvinar thalamic nucleus in human
temporal lobe seizures. Epilepsia 47, 98-107,
doi:10.1111/j.1528-1167.2006.00375.x (2006).
7. Fisher, R. et al. Electrical stimulation of the anterior nucleus of thalamus
for treatment of refractory epilepsy. Epilepsia
51, 899-908,
doi:10.1111/j.1528-1167.2010.02536.x (2010).
8. Bettus, G. et al. Role of resting state functional connectivity MRI in
presurgical investigation of mesial temporal lobe epilepsy. Journal of neurology, neurosurgery, and
psychiatry 81, 1147-1154,
doi:10.1136/jnnp.2009.191460 (2010).
9. Bonilha, L. et al. Presurgical connectome and postsurgical seizure control in
temporal lobe epilepsy. Neurology 81, 1704-1710,
doi:10.1212/01.wnl.0000435306.95271.5f (2013).
10. Morgan, V. L., Sonmezturk, H. H.,
Gore, J. C. & Abou-Khalil, B. Lateralization of temporal lobe epilepsy
using resting functional magnetic resonance imaging connectivity of hippocampal
networks. Epilepsia 53, 1628-1635,
doi:10.1111/j.1528-1167.2012.03590.x (2012).
11. Behrens, T. E. et al. Non-invasive mapping of connections between human thalamus
and cortex using diffusion imaging. Nature
neuroscience 6, 750-757, doi:10.1038/nn1075
(2003).
12. Engel, J. Surgical treatment of the epilepsies. 2nd edn, (Raven Press, 1993).