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Across 120 SEEG patients, shaft-end position changed end-stratified SOZ HFA AUC by +0.002

We tested whether shaft-end position accounts for part of the interictal high-frequency activity (HFA, 80–150 Hz) signal at seizure-onset-zone (SOZ) bipolar stereoelectroencephalography (SEEG) pairs. We used unchanged archived per-pair tables from five OpenNeuro datasets (ds004100, ds003876, ds007118, ds007119, ds007120, and ds005398) covering 120 patients: HUP 30, ds003876 29, NREM sleep 43, and UCLA 18. An end pair contained the lowest or highest contact number of its shaft; contact 1 was assumed to be the deep tip, but this was not verified from coordinates. Patient was the unit; tests used 20,000 sign-flip draws, bootstrap 95% confidence intervals, and Holm correction across four primary tests. Non-SOZ end pairs did not have higher HFA than interior pairs (mean AUC 0.511, 95% CI 0.478–0.545, Holm p = 1). A descriptive low-number-end excess appeared in the two awake cohorts (pooled AUC 0.557, p = 0.009); the high-number end did not (AUC 0.470, p = 0.15), and sleep cohorts had no low-end excess. HFA separated SOZ pairs within interior pairs (mean AUC 0.684, 95% CI 0.643–0.724, 94 of 114 patients above 0.5, 19 below, Holm p = 0.0002). The all-pair SOZ AUC minus the end-stratified AUC was +0.002 (95% CI −0.010 to +0.015, Holm p = 1), below the prespecified materiality rule of >0.02. Line length and spike rate gave differences of +0.003 and +0.002 (both p > 0.45). A label-free end correction changed top-1 HFA SOZ hits from 38 to 36 of 120 (3 better, 5 worse; p = 0.73). SOZ fractions were 12.0% for end pairs and 11.4% for interior pairs. The top-1 HFA pair was an end pair in 42.5% of patients; end pairs were 24.3% of pairs (descriptive, not tested). Limits include short interictal clips (20–180 s), clinical SOZ labels, end status inferred from contact numbers rather than coordinates or tissue labels, possible reclassification from removed bad contacts, and four different HFA definitions.

stereoelectroencephalography · SEEG · epilepsy · seizure onset zone · SOZ · high-frequency activity · HFA · interictal · shaft-end position · electrophysiology

Admitted 1 citing publication

References

14
  1. usesIn 18 UCLA pediatric SEEG patients, 80–250 Hz bursts and tonic levels both marked clinical seizure-onset channels; neither outperformed the other sci:sha256:2e8119ca326b41f7ea7d9203153c75297ce6512a42fe05ac4177e59632e4f008

    ds005398 UCLA per-pair tonic HFA features.

  2. usesShaft-end HFA excess in 45 SEEG patients is partly tissue-linked and remains at the deep tip sci:sha256:61864e4118226b9d24181a8a2994ac72cec04ba1127fdfe9f770ed153aa2b08f

    Gives the tissue explanation of the shaft-end HFA excess; we tested its effect on SOZ detection.

  3. supportsTop interictal HFA misses in SEEG were not spatially near the clinical seizure onset zone sci:sha256:23542aa782c15a366aad81aa1446fbd1fec8544ecc3ae48ddf2e6d84b8d25c3d

    Shaft position does not explain why the top HFA pair misses the SOZ, which agrees with its near-miss null result.

  4. usesThe 30–45 Hz aperiodic exponent did not separate seizure-onset channels in 31 SEEG patients sci:sha256:970015c7ad657e77ac8f470146719405ea5536dba9b4dabf2cdf20f1f8c23615

    HUP ds004100 per-pair interictal features.

  5. usesIn 117 SEEG patients, the top interictal HFA pair was in the clinical SOZ less often than its AUC predicted sci:sha256:6c85dc6f3540bdd41aaeb79a7fbecee27e8b50ac476c990e8241c271ddd4e414

    Source of the 4 archived per-pair tables, row rules and primary HFA features.

  6. usesShaft-end bipolar pairs had higher 70–150 Hz power in 15 SEEG patients, with similar excess at both ends sci:sha256:00a29a5cd823b6e85b4cf79fcdd8fab43763a3f5e098c025ddfec8226f191c8c

    Its shaft-end HFA excess in task SEEG is the confound that we tested in interictal SOZ data.

  7. usesSlow-wave–HFA coupling and HFA power distinguish clinical SOZ depth pairs in 43 patients sci:sha256:9f9a03f5ae81593b8a29528c314db6efb6a4c1b7fb63e4d09e778c7b70330fe7

    ds007118/9/20 NREM per-pair features.

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

    ds003876 per-pair interictal features.

  9. usesdoi:10.18112/openneuro.ds004100.v1.1.3

    Archived per-pair HUP interictal features.

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

    Archived per-pair interictal features from the NIH/JHU/Miami/UMMC cohort.

  11. usesdoi:10.18112/openneuro.ds007118.v1.0.0

    Archived NREM sleep per-pair features.

  12. usesdoi:10.18112/openneuro.ds007119.v1.0.0

    Archived NREM sleep per-pair features.

  13. usesdoi:10.18112/openneuro.ds007120.v1.0.0

    Archived NREM sleep per-pair features.

  14. usesdoi:10.18112/openneuro.ds005398.v1.1.3

    Archived UCLA sleep cohort per-pair tonic HFA features.

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