Evidence map›Paper›PMID 41998368›Full record

ArticleApplied psychophysiology and biofeedback2026

Baseline Depressive Symptoms and Heart Rate Variability Indices Predict HRV Biofeedback Outcomes in Young Adults with Depression.

Chongen Gao, Mara Mather, Hui-Yuan Liao, Kuan-Lin Lee, Yi-Chun Yeh, Chiao-Li Khale Ke, Cheng-Fang Yen, I-Mei Lin

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Article in Applied psychophysiology and biofeedback, 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

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Chongen GaoDepartment of Psychology, College of Humanities and Social Sciences, Kaohsiung Medical University, 100, Shiquan 1St Rd., Kaohsiung City, 807378, Taiwan.
Mara MatherLeonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA.
Hui-Yuan LiaoDepartment of Psychiatry, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
Kuan-Lin LeeDepartment of Psychiatry, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
Yi-Chun YehDepartment of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
Chiao-Li Khale KeDepartment of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
Cheng-Fang YenDepartment of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
I-Mei LinDepartment of Psychology, College of Humanities and Social Sciences, Kaohsiung Medical University, 100, Shiquan 1St Rd., Kaohsiung City, 807378, Taiwan. psyiml@kmu.edu.tw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heart rate variability biofeedback (HRVB) has been confirmed to enhance cardiovagal activation and alleviate depressive symptoms in patients with major depressive disorder (MDD). However, it remains unknown which dimensions of depression predict better treatment outcomes following HRVB. This study utilized a randomized controlled trial design. A total of 59 patients with depressive disorder were enrolled and randomly assigned to either the HRVB group or the relaxation training (RT) group. Both groups receive 60-min training sessions twice weekly for 10 sessions over five weeks. Psychological variables (depression and anxiety) and lead II electrocardiogram (ECG) were collected at pre-test and post-test. ECG data were converted into HRV indices. Two-way mixed-design analyses of variances were conducted to examine the Group (HRVB vs. RT) × Time (pre-test vs. post-test transfer) interaction effects on psychological outcomes and HRV indices. In addition, participants in the HRVB group were classified as responders (n = 10) or non-responders (n = 14) based on change in the root mean square of successive differences between normal heartbeats (RMSSD) following HRVB. Differences in demographic and psychological variables between these subgroups were further examined. (1) Both groups showed significant reductions in depression and anxiety over time; however, no significant differences between groups were observed. (2) At the transfer stage, the HRVB group demonstrated significant increases in HRV indices from pre-test rest stage to post-test transfer stage. (3) Within the HRVB group, responders exhibited significantly lower levels of depressive symptoms (including loss of pleasure, loss of interest, worthlessness, and loss of energy) and lower parasympathetic activity compared with non-responders. HRVB not only alleviated depression and anxiety symptoms but also enhanced autonomic nervous system activity. Moreover, patients who derived the greatest benefit from HRVB tended to exhibit more favorable psychological features at pre-test. These findings may inform the development of personalized and evidence-based psychological interventions for patients with depressive disorders.

Indexed as

Autonomic nervous systemHeart rate variability biofeedbackMajor depressive disorderMuscle relaxation

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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.