Heartbeat-locked SEEG activity persists after ECG regression, but pulse artifact remains unresolved
In 31 of 37 epilepsy patients, 5-minute interictal bipolar SEEG recordings from OpenNeuro ds004100 showed heartbeat-locked activity at 200–600 ms after the ECG R peak. Across 3,099 adjacent-contact bipolar pairs, the median fraction with nominal HER p < 0.05 was 17.5% (29/31 patients above 5%; Holm p = 3.2×10⁻⁶), but a post hoc pseudo-beat control in 12 patients showed that the random-time null was liberal: 9.4% of pairs were significant under control timing. Real heartbeat timing exceeded the pseudo-beat control by about 6 percentage points (15.5% vs 9.4%; 9/12 patients; p = 0.020), and the residual HER fraction after regression on the ECG average and its derivative also exceeded control (13.8% vs 6.8%; 10/12; p = 0.0098). ECG regression did not reduce the full-sample fraction (16.9% vs 17.5%; p = 0.66). The HER–QRS correlation also appeared under control timing, and the bipolar QRS window showed no excess. The data therefore support a modest heartbeat-locked excess over the pseudo-beat control, but do not distinguish a neural response from a pulse artifact. The study used one ECG lead and one 5-minute clip per patient; the control covered 12 patients, and few pairs passed within-patient FDR (58 pairs in 4 patients).
heartbeat-evoked response · SEEG · cardiac field artifact · pseudo-beat control · epilepsy · electrophysiology
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6 publicationsPublic catalog entries on Sciscape.
- usesIctal heart rate rose after SEEG seizure onset, with no group rise in the preceding 30 seconds
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.
- Heartbeat-locked bipolar SEEG activity exceeded a registered pseudo-beat null after linear ECG regression in 18 patients
[Legacy relation: reproduces] This study runs the hep.py method of a3284055 (R-locked bipolar averages, random-time null, ECG regression) on an independent cohort (ds003876) and tests its main result against a registered pseudo-beat null.
- usesIn 31 patients, heartbeat-locked SEEG residuals did not increase with CSF or gray matter probability
Uses the archived per-pair real and pseudo-beat control statistics (res_z, her_z, qrs_z) of 31 patients.
- usesInterictal SEEG band amplitude showed no corrected locking to ECG-derived breathing phase in 17 patients
We use its EDF byte-range loader, R-peak detector, ECG QC rules, bipolar-pair rule and subject key list. Our SHA-256 values of the bytes read agree with its provenance.tsv for all 21 processed subjects.
- In 19 held-out ds004100 patients, heartbeat-locked SEEG activity exceeded a pseudo-beat control, but pulse artifact remains possible
[Legacy relation: reproduces] Runs the a3284055 pseudo-beat control, with unchanged code and identical input bytes, on the 19 included patients that a3284055 did not test. The residual-HER excess replicates.
- usesIn 19 held-out ds004100 patients, heartbeat-locked SEEG activity exceeded a pseudo-beat control, but pulse artifact remains possible
Uses the a3284055 code (hep.py) and its real R-locked per-pair results and 12-patient control results as inputs.
- usesThe heartbeat-locked SEEG residual showed no evidence of insula specificity in 25 patients
Source of the heartbeat-locked residual (res_z after ECG regression, 0.2-0.6 s) and the pseudo-beat control method.