Evidence map›Paper›PMID 35562548›Full record

ArticleClinical autonomic research : official journal of the Clinical Autonomic Research Society2022

Interpreting resting heart rate variability in complex populations: the role of autonomic reflexes and comorbidities.

Patrick M Kwon, Steven Lawrence, Bridget R Mueller, Julian F Thayer, Emma K T Benn, Jessica Robinson-Papp

Abstract read
In one paragraph

Article in Clinical autonomic research : official journal of the Clinical Autonomic Research Society, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–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

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Heart Meets Brain: Insights into Neurocardiac Pathophysiology.Pathophysiology : the official journal of the International Society for Pathophysiology · 2026
    Review
  3. Article
  4. Article
  5. Review
  6. Autonomic neuropathy is associated with an increase in type-1 cytokines in people living with HIV.Clinical autonomic research : official journal of the Clinical Autonomic Research Society · 2025
    Article
  7. Article
  8. Article
  9. Phenotyping autonomic neuropathy using principal component analysis.Autonomic neuroscience : basic & clinical · 2023
    Article
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

6 authors.

Patrick M KwonDepartment of Neurology, NYU Grossman School of Medicine, 8714 5th Ave 2nd Floor, Brooklyn, NY, 11209, USA. Patrick.kwon@nyulangone.org.ORCID http://orcid.org/0000-0003-2864-859X
Steven LawrenceCenter for Biostatistics and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Bridget R MuellerDepartment of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0003-4554-3343
Julian F ThayerDepartment of Psychological Science, School of Social Ecology, University of California at Irvine, Irvine, CA, USA.ORCID http://orcid.org/0000-0001-9385-3421
Emma K T BennCenter for Biostatistics and Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0001-7051-5841
Jessica Robinson-PappDepartment of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0001-9397-8873

Funding

Effects of Vagal Dysfunction on Gastrointestinal and Inflammatory Pathways in HIVR01DK122853 · NIDDK · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ROBINSON-PAPP, JESSICA · 2020 to 2024
$4.3M
HIV-associated Neuropathy: Ethnic Disparities and PathogenesisK23NS066789 · NINDS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ROBINSON-PAPP, JESSICA · 2009 to 2013
$862k
Autonomic neuropathy, gastrointestinal motility, and inflammation in HIVR21DK105917 · NIDDK · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ROBINSON-PAPP, JESSICA · 2015 to 2016
$458k
NIDDK NIH HHS R01 DK122853NIDDK NIH HHS R21 DK105917NIMHD NIH HHS L60 MD002855NINDS NIH HHS K23 NS066789
6 · The paper itself

Abstract

purposeResting heart rate variability (HRV) is an important biomarker linking mental health to cardiovascular outcomes. However, resting HRV is also impaired in autonomic neuropathy, a common and underdiagnosed complication of common medical conditions which is detected by testing autonomic reflexes. We sought to describe the relationship between autonomic reflex abnormalities and resting HRV, taking into consideration medical comorbidities and demographic variables.

methodsParticipants (n = 209) underwent a standardized autonomic reflex screen which was summarized as the Composite Autonomic Severity Score (CASS) and included measures of reflexive HRV, e.g., heart rate with deep breathing (HRDB). Resting HRV measures were: pNN50 (percentage of NN intervals that differ by > 50 ms) and cvRMSSD (adjusted root mean square of successive differences).

resultsIn univariate analyses, lower resting HRV was associated with: older age, higher CASS, neuropathy on examination, hypertension, diabetes, chronic obstructive pulmonary disease, chronic kidney disease, and psychiatric disease. Adaptive regression spline analysis revealed that HRDB explained 27% of the variability in resting HRV for participants with values of HRDB in the normal range. Outside this range, there was no linear relationship because: (1) when HRDB was low (indicating autonomic neuropathy), resting HRV was also low with low variance; and (2) when HRDB was high, the variance in resting HRV was high. In multivariate models, only HRDB was significantly independently associated with cvRMSSD and pNN50.

conclusionSubclinical autonomic neuropathy, as evidenced by low HRDB and other autonomic reflexes, should be considered as a potential confounder of resting HRV in research involving medically and demographically diverse populations.

Indexed as

Autonomic Nervous SystemReflexHeartHeart RateHumansReference ValuesAutonomic functionCASSComposite autonomic severity scoreHeart rate variabilityNeuropathyNeurovisceral integration

Identifiers

PMID35562548
PMCPMC10354718

What OpenQuestion holds

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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.