Evidence map›Paper›PMID 42121285›Full record

ArticleBMC psychology2026

Associations between self-reported interoception and resting-state EEG markers in panic disorder: heartbeat-evoked potentials and spectral power.

Ziheng Gao, Zhiwan Xiong, Meng Li, Yi Chang, Tommi Kärkkäinen, Fengyu Cong, Xiaoshuang Wang

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Article in BMC psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ziheng GaoCentral Hospital of Dalian University of Technology, Dalian, China.
Zhiwan XiongDepartment of Neurology and Psychiatry, First Affiliated Hospital, Dalian Medical University, Dalian, China.
Meng LiFaculty of Information Technology, University of Jyvaskylä, Jyväskylä, Finland.
Yi ChangDepartment of Neurology and Psychiatry, First Affiliated Hospital, Dalian Medical University, Dalian, China.
Tommi KärkkäinenFaculty of Information Technology, University of Jyvaskylä, Jyväskylä, Finland.
Fengyu CongCentral Hospital of Dalian University of Technology, Dalian, China.
Xiaoshuang WangCentral Hospital of Dalian University of Technology, Dalian, China. xswang@dlut.edu.cn.

Funding

China Scholarship Council 202106060034National Natural Science Foundation of China 82402431
6 · The paper itself

Abstract

backgroundPanic disorder (PD) is associated with altered interoceptive experience, but it remains unclear how self-reported interoception relates to neurophysiological indices of bodily-signal processing. This study examined whether associations between self-reported interoception and resting-state electroencephalography (EEG) markers differ between participants with PD and healthy controls (HC).

methodsThis analysis included 19 PD participants and 21 HCs from a previously published resting-state EEG dataset. Self-reported interoception was assessed using the Body Perception Questionnaire-Very Short Form (BPQ-VSF) and the Multidimensional Assessment of Interoceptive Awareness (MAIA). Resting-state EEG signals were recorded during eyes-closed and eyes-open conditions. Heartbeat-evoked potentials (HEP) and relative band power (RBP) were extracted to index cardiac-related cortical processing and frequency-specific resting-state activity. Associations between self-report measures and EEG indices were examined using Pearson correlations with 95% confidence intervals, Bayes factors, and false-discovery-rate (FDR) correction across scalp regions within predefined analysis families. Age-adjusted sensitivity analyses and group × self-report interaction models were used to assess robustness and formally test group differences in association patterns.

resultsCompared with HCs, PD participants reported higher body-focused attention and lower scores on several adaptive interoceptive dimensions, including Not-Distracting, Not-Worrying, and Trusting. In the 235-301 ms HEP window, age-adjusted interaction models showed that BPQ-VSF HEP coupling differed between groups, especially under eyes-open conditions. Within-group analyses showed an exploratory opposite-direction BPQ-VSF HEP pattern, with positive associations in HC and negative associations in PD. The clearest FDR-corrected HEP association within panic disorder involved Not-Worrying under eyes closed. RBP analyses showed PD-concentrated θ (theta)- and β (beta)-band association profiles. Trusting was positively associated with θ power in PD, and BPQ-VSF showed positive β-band associations under eyes closed that remained robust after age adjustment. Not-Distracting showed negative θ-band associations in the primary correlation analyses, but these were attenuated after controlling for age.

conclusionsThese findings provide preliminary FDR-controlled and age-informed evidence that PD involves altered, condition- and frequency-dependent mappings between subjective bodily experience and resting-state EEG markers. The clearest formal group-difference evidence was observed for BPQ-VSF HEP coupling, whereas PD-specific associations were most robust for Not-Worrying-HEP, Trusting-θ power, and BPQ-VSF β power. Given the modest sample size and exploratory correlational design, replication in larger samples is needed.

Indexed as

Evoked PotentialsHeart RateInteroceptionPanic DisorderAdultElectroencephalographyFemaleHumansMaleMiddle AgedSelf ReportYoung AdultHeartbeat-evoked potentialInteroceptionPanic disorderResting-state EEGSpectral power

Identifiers

PMID42121285
PMCPMC13334908

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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.