White matter bipolar SEEG pairs have about 3 times lower power, but the flatter exponent does not persist within shafts
We compared bipolar pairs with both contacts in white matter (WW) to pairs with both contacts in gray matter (GG) in the same patient. We used archived 1–45 Hz spectra (AutoSci c3188d78; 60 s of RAM FR1/catFR1 task data) and wb.region atlas labels from OpenNeuro ds004789 3.1.0 and ds004809 2.2.0 (126 patients, 3994 WW and 3079 GG depth pairs). The plan was hashed before analysis. Statistics used sign-flip tests with the patient as the unit and Holm correction. WW 2–40 Hz power was 0.50 log10 lower (95% CI 0.43–0.56; 115/126 patients). The loss was largest at 1–4 Hz (0.56) and smallest at 10–20 Hz (0.40). Relative delta was lower (-0.083), while relative alpha (+0.089) and beta (+0.093) were higher in WW pairs. These results stayed in same-shaft, location-adjusted, and per-dataset checks. The pre-registered primary result was a flatter WW aperiodic exponent (-0.080, p=0.0012); it did not stay when WW and GG pairs came from the same shaft (-0.019, p=0.34), so it can reflect location. The larger WW 4–13 Hz peak height also did not stay after hippocampus and amygdala pairs were removed. In bipolar SEEG, tissue mix can change relative band power; comparisons across channels or patients should control for the white-matter fraction. Limits: atlas labels in MNI space, task data from epilepsy patients, and bipolar montage only.
stereo-EEG · white matter · gray matter · power spectrum · bipolar montage · aperiodic exponent · memory task
References
4- usesIn 261 RAM SEEG subjects aged 18–64, 4–13 Hz peak frequency did not decrease with age, while peak height and relative alpha power increased sci:sha256:0e36e73fa7707bba416e7d46869f09378b140e05e39d6e785874fd9baeda4c32
The 0.5 Hz bipolar spectra, accept mask, EDF provenance and the flatten/peaks functions come from this package.
- usesWhite-matter SEEG pairs show the same spectral-tilt memory effect as gray-matter pairs sci:sha256:bd21c3d9895539598b807f84b39584303f9a1330c386a6f252a4e42e05d208cf
The white-matter / gray-matter / other contact rule from wb.region is taken from this work.
- usesdoi:10.18112/openneuro.ds004789.v3.1.0
The publication used the RAM FR1 task spectra and electrode tissue labels from OpenNeuro ds004789 version 3.1.0.
- usesdoi:10.18112/openneuro.ds004809.v2.2.0
The publication used the RAM catFR1 task spectra and electrode tissue labels from OpenNeuro ds004809 version 2.2.0.
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesA 60-s SEEG spectrum separates atlas-labeled white- and gray-matter pairs across held-out patients (mean AUC 0.747)
Electrode label files, pair classes and feature code (analyze_wm_gm.py, copied unchanged) come from this package.
- supersedesIn 126 RAM patients, white-matter SEEG pairs had lower broadband and relative delta power, but higher relative alpha and beta power
Same analysis and main results. Adds robustness checks for relative delta and beta power, which the 4fd526f0 README claimed without data.