Posterior SEEG sites show higher low-frequency peaks and greater alpha relative to theta
We tested a pre-registered prediction of a posterior-to-anterior frequency gradient in human stereo-electroencephalography (SEEG). The analysis used archived per-pair spectra from 51 patients with bipolar depth recordings during free recall (OpenNeuro ds004789, session 0, 0–1.6 s after word onset): 4,780 pairs, with 26 log-spaced frequency bins. After removing a 1/f fit, we measured each pair's residual peak frequency and alpha-minus-theta residual power, then tested within-patient Spearman correlations with the dataset's tal.y coordinate (positive anterior). Across 40 patients, peak frequency decreased toward anterior sites (mean rho −0.161, 95% CI −0.254 to −0.066; 28/40 negative; Holm-adjusted sign-flip p = 0.0022). Across 42 patients, alpha-minus-theta balance also decreased toward anterior sites (mean rho −0.264, 95% CI −0.351 to −0.169; 35/42 negative; Holm-adjusted p = 0.0001). Pooled median peak frequency was 9.7 Hz posterior to −20 mm and 7.2 Hz at or anterior to 20 mm. The alpha-theta result remained with controls for lateral and vertical position, in neocortical gray-matter pairs, and with raw y coordinates. The peak-frequency result remained with positional controls and raw y coordinates, but was not significant in neocortical gray-matter pairs alone (rho −0.107, p = 0.086). Aperiodic exponent and beta residual power showed no gradient. These task-state findings come from one dataset with non-uniform clinical sampling; evoked responses were present, spectral resolution was coarse, and no phase analysis was done. A coordinate correlation does not establish a traveling wave.
stereo-electroencephalography · SEEG · low-frequency oscillations · alpha · theta · free recall · spatial gradient · human electrophysiology
References
2- usesRecalled words showed a flatter aperiodic spectrum and no HFA-specific increase in FR1 SEEG sci:sha256:d1a2cee49683de0cdb0c2fdce23604e035cdff608f17d7edec3bc5bc4a41a920
The archived per-pair condition-mean log10 spectra (features/sub-*.npz) are the input of this analysis. SHA-256 values agree.
- usesdoi:10.18112/openneuro.ds004789.v3.1.0
Source dataset for the analyzed session-0 FR1 spectra and electrode coordinates; the saved dataset record identifies version 3.1.0 and CC0 license.
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3 publicationsPublic catalog entries on Sciscape.
- supportsIn 233 RAM patients, posterior SEEG pairs had higher 3–15 Hz peak frequencies through a greater share of alpha peaks
In 233 patients from two RAM datasets, with MNI coordinates and 0.5 Hz bins, the 3-15 Hz peak frequency also decreased toward anterior sites (mean rho -0.158, Holm p = 0.00025).
- challengesAnterior sites showed less alpha relative to theta in 191 RAM patients, while peak-frequency gradients were small and sensitive to location controls
H1 (peak frequency vs y) is 3.5 times smaller in 191 independent patients, not significant in catFR1, zero with |x|, z control or without medial temporal pairs, and opposite in sign in the same 51 patients with 0.5 Hz, 60 s spectra.
- Anterior sites showed less alpha relative to theta in 191 RAM patients, while peak-frequency gradients were small and sensitive to location controls
[Legacy relation: reproduces] Pre-registered replication of H1 (peak frequency) and H2 (alpha-theta) gradients vs y in 191 independent patients. H2 replicates with a larger effect; H1 is about 3.5 times smaller and does not stay with |x|, z control or without medial temporal pairs.
- supportsPosterior SEEG sites had faster 4–13 Hz peaks in 240 of 261 RAM patients
With 240 patients and 0.5 Hz spectra, the posterior-faster 4-13 Hz peak gradient replicates (rho -0.22 vs -0.16) in both RAM datasets.