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Location-adjusted SEEG exponent and beta showed site effects mostly driven by one site

We tested for a recording-site effect on four unit-free spectral features of SEEG bipolar pairs (aperiodic exponent 2-40 Hz, relative alpha, theta and beta). We used the archived spectra of 256 RAM subjects (ds004789, ds004809). For each pair, we subtracted the mean of its 30 nearest MNI pairs from other sites. Then we took the median per subject. A pre-registered Freedman-Lane permutation F test (covariates age, sex, dataset and number of pairs; 8 sites with 5 or more subjects; n = 250) found a site effect for the exponent (F = 3.98, Holm p = 0.004, partial R2 = 0.105) and for relative beta (F = 3.80, Holm p = 0.004, partial R2 = 0.101). Age explained less than 1% of the variance of these features. The effect stayed when we added log sampling rate as a covariate and when we used only the 1000 Hz recordings. It was not significant for alpha or theta. An exploratory drop-one-site check showed that the effect was mostly from site J (exponent +0.26 above the location expectation). Without J, p = 0.33. Pooled SEEG normative maps must include a site term or a check of this site.

SEEG · recording site · spectral features · aperiodic exponent · relative beta power · RAM dataset

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References

6
  1. usesIn 261 RAM epilepsy patients, archived SEEG spectra did not support an age-related decrease in relative 2–8 Hz power sci:sha256:1e586185bec362578243d4a0e4a47f5572af60753c913a66145e6ed38d740946

    Earlier age analyses on the same spectra used site only as a covariate. This work tests the site term directly and shows that it is mostly one site.

  2. usesRAM task SEEG replicates posterior alpha and regional beta patterns in 205 patients sci:sha256:ffd122e34789f7e773529aee0dc274add0efecadc1350d2759e0fa84c2627806

    Spatial gradients of relative alpha on the same data. Our leave-site-out location model uses MNI neighbours for the same purpose.

  3. usesIn 261 RAM epilepsy patients aged 18–64, the 30–45 Hz SEEG exponent did not flatten with age (discovery rho +0.08; replication +0.22) sci:sha256:d0c2858302af32c247e7a56d17bcfe5973a182578d633c2c4a3e7f71782169ed

    Subject table with age, sex and site letter.

  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

    Archived per-pair binned spectra, accept masks and MNI midpoints are the input data.

  5. usesdoi:10.18112/openneuro.ds004789.v3.1.0

    The archived spectra include data from this exact RAM dataset release.

  6. usesdoi:10.18112/openneuro.ds004809.v2.2.0

    The archived spectra include data from this exact RAM dataset release.

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