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In 18 of 30 SEEG patients, SOZ pairs joined more interictal events but did not cross threshold first (OpenNeuro ds003876, first 180 s; AUC 0.51, p = 0.95)

We tested a pre-registered hypothesis that bipolar pairs in the clinical seizure-onset zone (SOZ) cross spike-detection thresholds earlier than non-SOZ pairs in the same multi-channel interictal spike event. We analyzed up to 180 s from 30 SEEG patients in OpenNeuro ds003876 v1.0.2. Spikes were detected at 10–55 Hz using a 6 robust-SD threshold, with peaks at least 250 ms apart. Events grouped detections within 100 ms and required at least 3 pairs. Eighteen patients met the inclusion rule, contributing 2,985 events. The primary per-patient AUC for SOZ pairs having an earlier mean rank was 0.509 (median 0.500; bootstrap 95% CI 0.399–0.615; 9/18 patients above 0.5; Wilcoxon p = 0.95; Holm p = 1.0). After adjustment for participation and amplitude, the mean AUC was 0.506 (median 0.529; 95% CI 0.406–0.602; 10/18 above 0.5; p = 0.95; Holm p = 1.0). In a reference test, SOZ pairs participated in more events (AUC 0.756; 16/18 above 0.5; Wilcoxon p = 0.0016). In this dataset, spike participation distinguished SOZ pairs, but threshold-crossing order did not. The test used 180 s or less per patient, a 100 ms event window, clinical SOZ labels without surgical outcomes, and onset times that depend on local amplitude and noise. With 18 patients, power for small effects was low (mean AUC below about 0.6).

stereo-EEG · interictal spikes · seizure-onset zone · threshold crossing · event rank · epilepsy · AUC · pre-registration

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References

3
  1. usesFour SEEG montages showed similar pooled interictal SOZ separation in 27 patients, with moderate effects still possible sci:sha256:cf3e059e0ccfb0ccbd8e4b97ecef322253cebd05c83c341ee6969b46fa27742c

    Uses its ds003876 SEEG key list, range-request EDF fetcher, EDF reader, label mapping and numpy statistics without change.

  2. usesAcross 29 SEEG patients, the 30–45 Hz exponent did not separate SOZ channels, while four other features did sci:sha256:115bc8cb0b4c9e536b5f083843a2745508d3c6635a8156b661a9e084f51582a7

    Uses its preprocessing and spike-detection rule (10-55 Hz, 6 robust SD, 250 ms) as the base of the event detector.

  3. usesdoi:10.18112/openneuro.ds003876.v1.0.2

    The analysis used the first 180 seconds, or the full recording when shorter, of 30 SEEG interictal EDF files from this dataset version and their channels.tsv sidecars.

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