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Interictal SEEG coherence marks SOZ-to-SOZ links but does not improve power models in 36 HUP patients

In 36 patients with HUP stereo-electroencephalography (SEEG), 3,687 bipolar pairs (392 SOZ pairs) were assessed using 20–90 s interictal clips from OpenNeuro ds004100 version 1.1.3. Broadband coherence and imaginary coherence between pairs on different shafts discriminated SOZ from non-SOZ pairs (mean AUC 0.601 and 0.616; Holm-adjusted p=0.011 and 0.005). The associations remained after within-patient regression on local power and line length (AUC 0.596 and 0.593; adjusted p=0.015), but did not occur within SOZ-containing shafts. Removing links to other SOZ pairs eliminated the discrimination (AUC 0.482), indicating that the finding reflects coherence among SOZ pairs across shafts rather than general network hub status. Adding coherence did not significantly improve a leave-one-patient-out power model (AUC 0.732 to 0.751; difference +0.019, 95% CI [-0.009, 0.047], p=0.21). Clips were short, behavioral state and anatomy were uncontrolled, and SOZ labels had coarse clinical resolution; this measure is not a blind single-channel marker.

stereo-electroencephalography · SEEG · seizure onset zone · interictal coherence · imaginary coherence · epilepsy

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References

2
  1. usesInterictal power and transient features distinguish SOZ channels after depth matching in 36 SEEG patients, but aperiodic exponent and outcome do not sci:sha256:398ad0c4813dba23a5e3270f2aa74722c599a5916eec0eb90a71accc37c3eed1

    Used its segment retrieval code (fetch_segments.py), its EDF/TSV/AUC helper code (analyze.py, copied as analyze_f717.py), its S3 key list and its bipolar pair definition. This let us compare connectivity with the same local power features on the same data.

  2. usesdoi:10.18112/openneuro.ds004100.v1.1.3

    Source dataset for the HUP interictal SEEG segments and clinical SOZ labels; version 1.1.3 is recorded in the publication and saved dataset metadata.

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