Evidence map›Paper›PMID 41806014›Full record

ArticlePediatric cardiology2026

Pediatric Reference Limits for Holter Monitor Heart Rate Variability Parameters: Defined Using Meta-Analysis.

James J Joyce, Collins Odhiambo, Soujanya Bogarapu, Pavana Sreenivasan, Harold L Kennedy, Sunita J Ferns

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Article in Pediatric cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers 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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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

2 citing papers in PubMed.

  1. Article
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4 · The record

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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

6 authors.

James J JoyceJacksonville Pediatric and Adult Congenital Cardiology, Jacksonville, FL, USA. jaxpaccardiology@comcast.net.ORCID 0000-0003-0362-855X
Collins OdhiamboDepartment of Pediatrics, University of Illinois College of Medicine, Peoria, IL, USA.ORCID 0000-0002-2635-4785
Soujanya BogarapuDivision of Pediatric Cardiology, University of Illinois College of Medicine-Peoria, Peoria, IL, USA.ORCID 0000-0001-9726-582X
Pavana SreenivasanDivision of Pediatric Critical Care, University of Illinois College of Medicine-Peoria, Peoria, IL, USA.ORCID 0009-0004-3390-5292
Harold L KennedyThe Cardiovascular Research Foundation, St. Louis, MO, USA.ORCID 0009-0005-5224-2276
Sunita J FernsDivision of Pediatric Cardiology, University of Illinois College of Medicine-Peoria, Peoria, IL, USA.ORCID 0000-0003-4929-1710

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low heart rate variability (HRV) has been associated with increased risk of morbidity and mortality. While HRV measurements from Holter monitoring have been available for over 3 decades, pediatric reference limits have not been adequately defined. We sought to determine these limits using meta-analysis. Multiple databases were searched through 2024 for relevant studies. Data extraction with meta-analysis and estimation of 95% reference ranges were performed. Linear time- and frequency-domain HRV variables were grouped by the following age ranges: infants (birth-11 months), younger children (1–6 years), older children (7–12 years), and adolescents (13–18 years). Forty-nine studies including 2993 participants were analyzed. SDNN (standard deviation of all sinus NN intervals), SDANN (standard deviation of averages of NN intervals in all 5 min segments), SDNNi (mean of standard deviations of NN intervals for all 5 min segments), rMSSD (root mean square of differences between adjacent NN intervals), and pNN50 (percentage of adjacent NN intervals that varied by more than 50ms) all demonstrated a progressive increase in younger children that required subdivision of that reference range. SDNN and SDANN exhibited further milder increases into adolescence, while SDNNi, rMSSD, and pNN50 remained relatively stable after age 4 years. LF (low frequency) and HF (high frequency) parameters increased abruptly from infancy to early childhood with minimal change thereafter. Remarkably, pediatric age-group lower limits for rMSSD, pNN50, and LF/HF were frequently at or near zero, limiting their utility for detecting decreased HRV. Age-stratified Holter monitor reference limits for HRV parameters in infants, children and adolescents are proposed.

Indexed as

Heart rate variabilityHolter monitoringPediatricsReference limits

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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.