Evidence map›Paper›PMID 42326766›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Aperiodic and oscillatory activity of the human brain during induced emotional states.

Haeorum Park, Carl Hacker, Hohyun Cho, Tao Xie, Alexis N Simmons, Gansheng Tan, Eric C Leuthardt, Peter Brunner, Jon T Willie

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Haeorum ParkDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0003-2357-603X
Carl HackerDepartment of Neurosurgery, Emory University School of Medicine, Atlanta, GA, USA.
Hohyun ChoDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.
Tao XieDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.
Alexis N SimmonsDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.
Gansheng TanDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0001-8785-9499
Eric C LeuthardtDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.
Peter BrunnerDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0002-2588-2754
Jon T WillieDepartment of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.

Funding

Training and DisseminationP41EB018783 · NIBIB · WADSWORTH CENTER · PI Jonathan Rickel Wolpaw · 2014 to 2026
$15.4M
An Ecosystem of Technology and Protocols for Adaptive Neuromodulation Research in HumansU01NS128612 · NINDS · MAYO CLINIC ROCHESTER · PI Peter Brunner, Kai Miller · 2022 to 2026
$4.5M
BCI2000: Software Resource for Adaptive Neurotechnology ResearchU24NS109103 · NINDS · WASHINGTON UNIVERSITY · PI BRUNNER, PETER · 2019 to 2024
$2.8M
CRCNS: Processing speed in the human connectome across the lifespanR01MH122258 · NIMH · MAYO CLINIC ROCHESTER · PI HERMES, DORA · 2019 to 2023
$1.8M
Mechanisms of Amygdala-Mediated Memory Enhancement in HumansR01MH120194 · NIMH · WASHINGTON UNIVERSITY · PI WILLIE, JON TIMOTHY · 2020 to 2024
$1.8M
BCI2000+: A Software Platform for Adaptive NeurotechnologiesR01EB026439 · NIBIB · WASHINGTON UNIVERSITY · PI BRUNNER, PETER · 2018 to 2022
$1.5M
Dynamics and Causal Functions of Large-Scale Cortical and Subcortical NetworksU01NS108916 · NINDS · WADSWORTH CENTER · PI WOLPAW, JONATHAN RICKEL · 2018 to 2019
$1.4M
Non-invasive vagus nerve stimulation to mitigate subarachnoid hemorrhage induced inflammationR21NS128307 · NINDS · WASHINGTON UNIVERSITY · PI BRUNNER, PETER, LEUTHARDT, ERIC CLAUDE · 2023 to 2024
$428k
NIBIB NIH HHS P41 EB018783NIBIB NIH HHS R01 EB026439NIMH NIH HHS R01 MH120194NIMH NIH HHS R01 MH122258NINDS NIH HHS R21 NS128307NINDS NIH HHS U01 NS108916NINDS NIH HHS U01 NS128612NINDS NIH HHS U24 NS109103
6 · The paper itself

Abstract

Normal emotional experience depends on dynamic modulation of neural excitability across limbic and prefrontal circuits, yet the spectral markers that reflect these shifts in humans remain incompletely understood. In this study, we combined a validated video-based emotion induction paradigm with stereotactic electroencephalography (SEEG) in 31 patients with drug-resistant epilepsy to investigate how positive and negative affective states modulate oscillatory and aperiodic (asynchronous) neural activity. Using spectral parameterization to dissociate oscillatory power from the aperiodic 1/f component, we found that emotional valence robustly altered the aperiodic slope in a regionally specific manner: negative valence flattened the slope in thalamus, posterior insula, and posterior cingulate cortex, whereas positive valence produced flattening in dorsolateral prefrontal cortex. Simultaneous oscillatory changes included increased high-frequency activity and decreased alpha/beta power during negative affect, and reduced alpha power during positive affect, which were elucidated after adjusting for broadband aperiodic spectral shifts. These effects persisted after controlling for audiovisual stimulus or physiological features and were not evident in simultaneously recorded scalp EEG, underscoring their localization to intracranial sites. Together, these results provide the first direct evidence that active induction of emotional states modulates the aperiodic slope of human intracranial field potentials, reflecting valence-dependent shifts in local circuit excitability. The findings highlight the 1/f slope as a sensitive neural marker of affective brain states and for mood dysregulation.

Indexed as

Aperiodic neural activityemotion inductionstereoelectroencephalography (SEEG)

Identifiers

PMID42326766
PMCPMC13278213

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.