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
References
6- 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).
- 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.
- 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).
- 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.
- usesdoi:10.18112/openneuro.ds003876.v1.0.2
The analysis used 30 interictal SEEG files from OpenNeuro ds003876 v1.0.2.
- doi:10.1101/2021.10.15.464594v1
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