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SEEG seizure-onset maps overlap resections but do not distinguish seizure-free from failed surgery

We tested whether 20–100 Hz SEEG seizure-onset maps overlap resected or ablated bipolar pairs, and whether overlap is greater after seizure-free than failed surgery. The analysis used 126 seizures from 32 patients in one center (19 seizure-free, 13 failed), from 141 runs among 35 subjects with at least two runs in OpenNeuro ds004100. In seizure-free patients, onset maps ranked resected pairs above other pairs (median AUC 0.69; 15/19 patients above 0.5; p=0.012), while a pre-onset sham map was near chance (median AUC 0.51). The top pair was resected in 28% of seizures, against a 10% chance rate. The primary comparison did not show greater overlap in seizure-free patients: the seizure-free minus failed-surgery mean AUC difference was −0.075 (95% CI −0.20 to +0.05; one-sided p=0.85); onset-map AUC classified outcome with AUC 0.41. Line length gave the same result. Clinical SOZ labels overlapped resections more than onset maps, but that comparison is circular because clinicians used SOZ labels to plan surgery. These findings are limited to one center and small groups; most patients had ablation, and the 10-second onset window is not causal. Resection overlap was a weak external reference for selecting stimulation targets and did not distinguish correct from incorrect maps in this cohort.

SEEG · epilepsy · seizure onset · resection · responsive neurostimulation · high-frequency power · line length · surgical outcome

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References

5
  1. usesOne-seizure SEEG onset maps predicted later onset pairs in 20 patients sci:sha256:67ad8d229163793857c7e18fb1ba4fc4ca4fd1d3f7e275852131f30b0a6198b6

    We used its extraction code (extract.py, edf_range.py, unchanged), its 79 per-run 20-100 Hz power and line-length feature files and its ONSET/SHAM map definition. We extended the cohort to all 35 subjects (141 runs). Its onset map repeats across seizures; this work tests if the map also overlaps the resection and if the overlap depends on outcome.

  2. supportsCausal HFA and line length ranked clinical SOZ pairs above other pairs within 3 seconds of marked onset in 35 SEEG patients sci:sha256:833501827d6d463c2aa74904519a042a3dae832561897b91d07916f80480e03c

    Onset-window high-frequency power and line length also rank clinical labels of the epileptogenic tissue (here resection labels, AUC 0.69 for HF in all 32 patients), with a sham window near chance (0.51).

  3. supportsIn 35 ds004100 SEEG patients, marker–resection overlap was not higher after seizure-free surgery sci:sha256:2bcad4b59c0f5384d7eed968504cecdedd8667d67c4d0f298f5023f4584c2f73

    Its interictal markers overlapped the resection above chance but not more in seizure-free patients. We find the same pattern for ictal 20-100 Hz and line-length onset maps in the same cohort (S-F AUC difference -0.075, p=0.85).

  4. usesIn 35 ds004100 SEEG patients, marker–resection overlap was not higher after seizure-free surgery sci:sha256:2bcad4b59c0f5384d7eed968504cecdedd8667d67c4d0f298f5023f4584c2f73

    We used its copies of ds004100 channels.tsv (resect and soz labels) and participants.tsv (outcome, therapy).

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

    Source dataset for the SEEG ictal runs and labels analyzed here; the publication records use of OpenNeuro ds004100 version 1.1.3.

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