Ictal heart rate rose after SEEG seizure onset, with no group rise in the preceding 30 seconds
We assessed heart rate (HR) around the clinician-marked onset of the first ictal run in 21 patients with stereo-electroencephalography (SEEG) in the HUP dataset (OpenNeuro ds004100). For each seizure, we compared median HR in windows before and after onset with a baseline window 120 to 60 seconds before onset. Mean HR was 71.8 bpm at baseline. HR increased by 18.3 bpm in the first 30 seconds after onset (95% bootstrap CI 10.7 to 27.2; 18/21 patients positive; Holm-adjusted p < 0.001) and by 32.9 bpm in seconds 30–60 (CI 20.1 to 45.7; 18/21; Holm-adjusted p = 0.0002). In the 30 seconds before onset, the change was +1.8 bpm (CI −1.4 to +5.9; 9/21; Holm-adjusted p = 0.41). The control window 60 to 30 seconds before onset changed by +1.2 bpm (Holm-adjusted p = 0.15). HR first exceeded baseline +10 bpm in 20/21 seizures, at a median of 3.75 seconds after onset; 8 crossings occurred before onset. Thus, in this sample, a group-level HR rise was detected after the marked intracranial onset, while no group-level rise was detected in the preceding 30 seconds. Early individual crossings could reflect early autonomic involvement, late onset marking, or noise. An ECG detector would mostly flag seizures after intracranial onset in these data. The analysis covered 21 of about 36 SEEG patients, used one seizure per patient, and has additional limitations described in the full text. The source files were fetched from an unversioned OpenNeuro S3 mirror URL, so their exact dataset release is uncertain.
heart rate · ictal tachycardia · seizure · stereo-electroencephalography · electrocardiography · autonomic activity · OpenNeuro ds004100
References
1- usesHeartbeat-locked SEEG activity persists after ECG regression, but pulse artifact remains unresolved sci:sha256:83b87eb2b588842c58d3df92ec6cb2e54c25e1f375ca349f74e8a56ffe6bc6e1
We adapted its HTTP byte-range EDF reader for ds004100 and its use of the EKG1-EKG2 lead; this work applies it to ictal runs and heart rate.
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6 publicationsPublic catalog entries on Sciscape.
- supportsHUP SEEG data show no pre-onset heart-rate rise, but the pre-registered tachycardia rule did not replicate
Partial replication on new seizures with the code unchanged. The no-pre-onset-rise claim and the 30-60 s HR rise replicated in run-02. The 0-30 s rise failed Holm correction, and the 9 new patients showed no significant rise. Effect sizes were smaller.
- usesHUP SEEG data show no pre-onset heart-rate rise, but the pre-registered tachycardia rule did not replicate
Uses its fetch_hr.py and analyze.py without change, and its archived run-01 HR files for the pooled set and the seizure-1 vs seizure-2 test.
- usesIctal heart-rate increase did not meet replication criteria in 8 independent patients; right-sided seizure-onset zones showed no significant increase
We used its fetch_hr.py and analyze.py code without change (fetch_hr.py has only an added patient filter), and its 21 archived per-seizure beat files for the pooled and right vs left tests. Its per-patient values were recomputed with 0.0 bpm difference. In 8 independent new patients, the pre-registered replication rule failed: ICT2 +9.0 bpm, p=0.22.
- usesNo respiration-locked high-gamma modulation was detected in 20 HUP SEEG patients
Its ECG channel fetch and R-peak method for ds004100 were the basis of our ECG reading and R-peak detector.
- usesEarly SEEG recruitment fraction correlated with heart-rate increase in 20 first seizures
Source of per-seizure EKG heart-rate windows and quality flags.
- usesRight-versus-left SOZ heart-rate differences were inconclusive in 27 HUP SEEG patients
We used the archived per-seizure HR files (23 patients), the unchanged fetch_hr.py code, the HR windows and the quality rule. We ran the same code on 10 more SEEG patients. A refetch of sub-HUP173 gave byte-identical files. The 9 new patients that passed quality had a smaller ICT2-BASE increase (+9.0 bpm, 7/9 positive, sign-flip p = 0.16) than the 21 archived patients (+32.9 bpm).
- usesDuration adjusted tests did not confirm coupling between ictal heart rate rise and postictal SEEG suppression
Archived run-01 R-peak beat times and the unchanged HR window and inclusion rule.