Fast ictal power increase marks SOZ pairs, but low-frequency suppression and automatic chirp slope do not
We tested three parts of the epileptogenic-zone fingerprint at clinical seizure onset in HUP stereoelectroencephalography (SEEG). Across 107 seizures from 30 patients, within-shaft bipolar pairs at clinical seizure-onset-zone (SOZ) contacts were compared with other pairs. In the preregistered 0–10 s epoch, the 20–120 Hz power change separated SOZ pairs (patient mean AUC 0.758, 95% CI 0.680–0.832; Holm p = 4.5 × 10⁻⁵). The 3–12 Hz power change did not support the predicted suppression (AUC 0.542, 95% CI 0.458–0.626; Holm p = 0.43); group SOZ power increased after onset. An automatic peak-frequency slope also did not separate SOZ pairs (AUC 0.473, 95% CI 0.432–0.515; Holm p = 0.43). Exploratory 0–20 s results were AUC 0.606 (p = 0.021, uncorrected) for low-frequency power and AUC 0.449 (95% CI 0.403–0.489; p = 0.025, uncorrected) for chirp slope. A chirp-positive flag was present in 39% of non-SOZ pairs. Resected-contact labels showed the same pattern. Clinical onset marks may occur after the first electrographic change, so the 0–10 s epoch may miss an early chirp. The automatic slope is not a visual fingerprint rating, and the preictal-spike component was not tested. Results and conclusions apply to these automatic measures, onset alignment, and this dataset.
epilepsy · stereoelectroencephalography · seizure onset · seizure-onset zone · intracranial EEG · power spectrum · frequency slope · OpenNeuro · ds004100
References
4- supportsIn 35 HUP SEEG patients, ictal high-frequency power agreed with clinician SOZ labels, while EI did not outperform interictal delta sci:sha256:22bcead2743407d5bd9d71fffd94b1516f77baa4a897ebd6a7bfc6081b57c082
Our F1 result agrees with its ictal 30-100 Hz power result (AUC 0.79) with all seizures and a different band and window.
- usesIn HUP SEEG, SOZ pairs have lower postictal/pre-ictal power ratios because pre-ictal power is higher sci:sha256:1bd6582af70e4c73f88f94ed94373bbab28a41fb7743864f6de6d8f17d53f046
The EDF range-read code, bipolar montage, inclusion rule, S3 key list and statistics functions come from this package.
- supportsLine length and high-gamma power marked clinician seizure-onset contacts better than the prespecified EI in 29 SEEG patients sci:sha256:05f630dfb60c7a7bb8ede9a192e5e80ba1a4867a25223a118d97df46b8625941
Our F1 result (20-120 Hz increase in 0-10 s, AUC 0.76 over 107 seizures) agrees with its 65-97 Hz result (AUC 0.75, one seizure per patient).
- usesdoi:10.18112/openneuro.ds004100.v1.1.3
The recorded S3 key list and byte-range provenance identify the HUP iEEG data used; saved metadata records this exact dataset version and CC0 license.
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