Evidence map›Paper›PMID 40285470›Full record

ArticlePhysiological reports2025

The interplay between heart rate variability, inflammation, and lipid accumulation: Implications for cardiometabolic risk.

Cameron R Wiley, Vida Pourmand, Sarah K Stevens, Marc N Jarczok, Joachim E Fischer, Dario Boschiero, Eleonora Poggiogalle, Julian Koenig, Julian F Thayer, DeWayne P Williams

Abstract read
In one paragraph

Article in Physiological reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
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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

10 authors.

Cameron R WileyDepartment of Psychological Science, University of California, Irvine, Irvine, California, USA.ORCID 0000-0003-1498-8323
Vida PourmandDepartment of Psychological Science, University of California, Irvine, Irvine, California, USA.
Sarah K StevensDepartment of Psychological Science, University of California, Irvine, Irvine, California, USA.
Marc N JarczokInstitute of Medical Psychology, Center for Psychosocial Medicine, University Hospital Heidelberg, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany.
Joachim E FischerMannheim Institute of Public Health, Social and Preventive Medicine, Mannheim Medical Faculty, Heidelberg University, Mannheim, Germany.
Dario BoschieroBIOTEKNA Biomedical Technologies, Venice, Italy.
Eleonora PoggiogalleDepartment of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy.
Julian KoenigDepartment of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.
Julian F ThayerDepartment of Psychological Science, University of California, Irvine, Irvine, California, USA.ORCID 0000-0001-9385-3421
DeWayne P WilliamsDepartment of Psychological Science, University of California, Irvine, Irvine, California, USA.ORCID 0000-0002-1381-077X

Funding

Mannheimer Institute für Public Health, Sozial- und Präventivmedizin
6 · The paper itself

Abstract

Deleterious adiposity (e.g., obesity) is considered an inflammatory condition that increases risk for cardiovascular diseases. Lower heart rate variability (HRV), an independent predictor of cardiovascular disease risk, is linked with higher levels of adiposity and inflammation. However, indices of adiposity vary in their strength of association with disease risk. Body mass index (BMI) is a modest predictor of disease, while the lipid accumulation product (LAP) better predicts disease risk. The current investigation used cross-sectional and prospective designs to probe the differential associations between HRV and multiple measures of adiposity (e.g., LAP and BMI) and examine if inflammation (measured via C-reactive protein; CRP) mediated these associations. Study 1 showed that HRV was more strongly linked with LAP relative to other adiposity measures and that this link was mediated by CRP. Study 2 replicated Study 1 results and showed that this association remained significant 4 years later. Our novel findings are consistent with studies suggesting LAP may be a superior measure of cardiovascular disease risk relative to other measures of adiposity. Importantly, the strong link between HRV and LAP was mediated by inflammation, highlighting the key role of the cholinergic anti-inflammatory pathway in regulating obesity and associated health consequences.

Indexed as

Cardiovascular DiseasesHeart RateInflammationLipid Accumulation ProductLipid MetabolismAdiposityAdultBody Mass IndexCardiometabolic Risk FactorsC-Reactive ProteinCross-Sectional StudiesFemaleHumansMaleMiddle AgedObesityC-Reactive Proteinbody mass indexcardiovascular disease riskC‐reactive proteinheart rate variabilitylipid accumulation product

Identifiers

PMID40285470
PMCPMC12032450

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Registered trials

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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.