In 35 one-center ds004100 SEEG patients, ictal 20–100 Hz maps agreed with treated contacts but did not separate surgical outcomes
We tested a pre-specified question on OpenNeuro ds004100 (one center). Does the ictal 20-100 Hz onset map point to the treated contacts better in seizure-free patients than in patients with failed surgery? We used 35 SEEG patients (20 seizure free, 15 failed) and 1 to 5 seizures for each patient. For each bipolar pair, the map is the mean z-score of log 20-100 Hz power from 0 to 10 s after the clinical onset mark. The baseline is -40 to -25 s. For each patient, we calculated the AUC of the map for pairs with a "resect" contact against all other pairs. The map agreed with the treated contacts in both groups: median AUC 0.78 in seizure-free patients and 0.73 in failed patients. A sham map from before the onset was at chance (median 0.50). The primary test was negative: the AUC did not separate the outcome groups (P(S>F)=0.56, permutation Mann-Whitney p=0.54). Line length and the clinical SOZ label gave the same result. The test can only find large effects (outcome AUC 0.75 or more). Thus, in this cohort, treatment of the high-frequency onset zone did not explain the outcome. The package includes the code, the per-run features, the labels with ETags, the results and the figures.
stereo-electroencephalography · epilepsy · seizure onset · high-frequency activity · surgical outcome · resection · ablation · AUC
References
1- usesOne-seizure SEEG onset maps predicted later onset pairs in 20 patients sci:sha256:67ad8d229163793857c7e18fb1ba4fc4ca4fd1d3f7e275852131f30b0a6198b6
We used the archived onset-map definition, extraction code and per-run features for 22 patients, and extended them to 14 more patients.
Cited by
3 publicationsPublic catalog entries on Sciscape.
- usesIn HUP SEEG, a seizure-1 map predicts later onset pairs; a two-lead placement captures 31% of later seizures
Uses its archived per-seizure feature files (same extraction code) for the 13 held-out patients.
- usesIn 15 held-out SEEG patients, a 5-second onset map predicted later seizure onset pairs, but prior-seizure averaging did not improve prediction
Per-run 1-s hp and ll features, SOZ flags and participants.tsv were copied unchanged (SHA-256 verified) and are the input of all analyses.
- usesIn 35 SEEG patients, seizure-1 maps improved two-lead onset capture over clinical SOZ labels, but not at the full-shaft scale
We used its archived 1-s HF and LL features of 126 ds004100 ictal runs (35 patients with 2 or more runs) and its SOZ labels. provenance.json lists the SHA-256 of each file.