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Raw delta–high-frequency coupling marked clinical SOZ pairs, but the effect was not significant after band-power control in ds003876

We tested competing findings about interictal phase-amplitude coupling (PAC) as a seizure-onset-zone (SOZ) marker in an independent four-centre SEEG cohort. From 30 interictal files in OpenNeuro ds003876 v1.0.2, we analyzed the first 60 s for each file. There were 2,668 bipolar pairs, including 218 SOZ pairs, from 29 patients with both SOZ and non-SOZ pairs. The plan was hashed before PAC values were computed. Raw Tort modulation index (3–4 Hz phase, 65–115 Hz amplitude) marked SOZ pairs (mean patient AUC 0.619, 95% CI 0.550–0.688; 21/29 patients above 0.5; Holm p=0.007). After control for 3–4 Hz and 65–115 Hz power, the effect was not significant (AUC 0.539, 95% CI 0.469–0.605; Holm p=0.58). After additional control for spike rate and contact index, AUC was 0.507 (95% CI 0.452–0.563; Holm p=0.83). These results replicate the raw PAC association but do not replicate the prior band-power-controlled claim; the fully controlled result agrees with a prior null finding. In a secondary analysis, 1–4 Hz mean vector length retained a small residual association after the full control (AUC 0.572, 95% CI 0.514–0.629; Holm p=0.040 in its test family), which needs confirmation. Band-power AUCs were 0.725 for 3–4 Hz and 0.681 for 65–115 Hz. Limits include one 60-s clip per patient, no sleep or artifact control, clinical SOZ labels, linear covariate control, contact number as a proxy for depth, 29 patients, and one UMF patient. Pair observations were not independent within patients; the patient was the test unit.

phase-amplitude coupling · intracranial EEG · seizure onset zone · epilepsy · replication · modulation index · mean vector length · OpenNeuro ds003876

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References

6
  1. challengesInterictal PAC separated clinical SOZ channels after band-power control in 35 SEEG patients, but less than power or spike rate alone sci:sha256:a1b927f81d78821e3434baacca17023b0ba42044bf35bd94c28d60ac112f07bc

    Raw 3-4 Hz to 65-115 Hz MI replicates (AUC 0.62), but the band-power-controlled MI effect does not replicate in ds003876 (AUC 0.54, Holm p 0.58).

  2. supportsInterictal delta to high-gamma coupling marks SOZ pairs but adds no information after covariate control sci:sha256:deefbd1e82c5b1bd14219581658d86ec8222895e470fe7f2f438b7038ff8fe1c

    In an independent cohort, PAC residual after band power, spike rate and contact index control is at chance (AUC 0.51), as in ds004100.

  3. usesInterictal permutation entropy marks SOZ pairs, but the 4-ms effect is explained by linear signal properties sci:sha256:e2b46c375c764016c65eebf6841efa28e32ad7eb1fa817ad3d6da8c23ec22457

    Same 30 ds003876 EDF keys, fetcher and participants table; same pair and SOZ counts (2,668 and 218).

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

    Reader, label mapping, bipolar montage, preprocessing and spike-rate detector copied unchanged.

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

    The analysis used 30 interictal SEEG files from OpenNeuro ds003876 v1.0.2.

  6. doi:10.1101/2021.10.15.464594v1

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