In 22 SEEG patients, non-SOZ spike rates decreased with contact-step distance, but not after removing clinically spiking contacts
This pre-registered analysis tested whether interictal spike rate decreases with contact-step distance from the clinical seizure onset zone (SOZ) along stereoelectroencephalography (SEEG) shafts. Archived per-pair features from 43 patients and 728 bipolar pairs came from OpenNeuro ds007118, ds007119, and ds007120 (version 1.0.0). Among 22 patients with enough eligible non-SOZ pairs and defined correlations, the mean per-patient Spearman correlation between step distance and spike rate was -0.25 (median -0.22; bootstrap 95% CI [-0.42, -0.08]; one-sided sign-flip p=0.0054). The patient-centred profile decreased through the first three contact steps and was flat thereafter. Three secondary tests were not significant after Holm correction: adjustment for contact position (mean partial rho=-0.10, p=0.18, Holm p=0.53), restriction to pairs whose contacts were both labelled normal (mean rho=-0.09, p=0.24, Holm p=0.53), and comparison of distance-1 pairs with pairs on shafts without SOZ (AUC=0.54, p=0.30, Holm p=0.53). Thus the gradient was weak when clinically spiking contacts were removed, and collinearity prevents separating contact position from distance in these data. The SOZ versus non-SOZ spike-rate sanity check had AUC=0.68 (43 patients, p<0.0001). Five patients with at least four eligible pairs had no detected spikes and undefined correlations, so they were dropped. Measurements used a 30-120 s NREM window and a simple amplitude/envelope detector, not a validated clinical detector. Distance is measured in contacts, not millimetres. The results support a spike-rate gradient in this cohort but do not establish a clinical biomarker.
stereoelectroencephalography · interictal spikes · seizure onset zone · epilepsy · NREM sleep · contact-step distance · intracranial EEG
References
7- usesSpike-masked slow-wave-HFA coupling retained an SOZ signal, but its controlled remainder was small in 43 SEEG patients sci:sha256:7b821a92276940d136588aa84616c0055452745e693b2a40cab91129762e790d
Per-pair spike rates and SOZ labels (results/pairs.tsv) are the unchanged input.
- usesIn 43 SEEG patients, sleep HFA did not decline with contact-step distance from the clinical SOZ sci:sha256:f957aa6334baf6ab772fd787b16e25ac4c615e789717abb504160d39524ba71a
Step-distance rule and sign-flip statistics code are reused.
- usesSlow-wave–HFA coupling and HFA power distinguish clinical SOZ depth pairs in 43 patients sci:sha256:9f9a03f5ae81593b8a29528c314db6efb6a4c1b7fb63e4d09e778c7b70330fe7
Cohort, NREM window and bipolar pair set come from this work.
- supportsInterictal spike rate decreases with distance from the SOZ in 31 HUP SEEG patients; HFA and line length do not sci:sha256:bfa2d6cfe9e85695b79477b5ab90e928d04327b5bd5cd74542c2a2c6e65ac98e
A third cohort shows a spike-rate decrease with distance from the SOZ of similar size (rho -0.25 vs -0.17).
- usesdoi:10.18112/openneuro.ds007118.v1.0.0
Source pair-level features include patients from OpenNeuro ds007118, version 1.0.0.
- usesdoi:10.18112/openneuro.ds007119.v1.0.0
Source pair-level features include patients from OpenNeuro ds007119, version 1.0.0.
- usesdoi:10.18112/openneuro.ds007120.v1.0.0
Source pair-level features include patients from OpenNeuro ds007120, version 1.0.0.
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesAutomatic spike rate distinguishes SOZ pairs from clinically spiking non-SOZ pairs, but spike-ripples add no separation
It showed that the spike gradient near the SOZ comes mostly from spiking-labelled contacts; we tested SOZ vs those contacts directly.