Evidence map›Paper›PMID 35155967›Full record

ArticlePain reports

Scoping review of the association between postsurgical pain and heart rate variability parameters.

Vincent So, Marielle Balanaser, Gregory Klar, Jordan Leitch, Michael McGillion, P J Devereaux, Ramiro Arellano, Joel Parlow, Ian Gilron

Registry-linked trialOpen access · goldAbstract readScoping Review
In one paragraph

Article in Pain reports. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07443072 (Heart Rate Variability and Processed EEG Features as Predictors of Postoperative Outcomes After Cranial Neurosurgery - A Prospective Observational Study in the Post-Anesthesia Care Unit), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.5field-weighted citation impact, top 32% of its field
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.

NCT07443072 recruitingnot on this map

Heart Rate Variability and Processed EEG Features as Predictors of Postoperative Outcomes After Cranial Neurosurgery - A Prospective Observational Study in the Post-Anesthesia Care Unit

TypeobservationalSponsorFondazione I.R.C.C.S. Istituto Neurologico Carlo BestaRan2026 to 2027Enrolled300ConditionsCranial Neurosurgery
3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Review
  3. Observational
  4. Article
  5. Article
  6. Observational
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

9 authors at 2 institutions in 1 country.

Vincent SoDepartment of Anesthesiology and Perioperative Medicine, Queen's University, Kingston, ON, Canada.
Marielle BalanaserDepartment of Anesthesiology and Perioperative Medicine, Queen's University, Kingston, ON, Canada.
Gregory KlarDepartment of Anesthesiology and Perioperative Medicine, Queen's University, Kingston, ON, Canada.
Jordan LeitchDepartment of Anesthesiology and Perioperative Medicine, Queen's University, Kingston, ON, Canada.
Michael McGillionFaculty of Health Sciences, Department of Nursing, McMaster University, Hamilton, ON, Canada.
P J DevereauxDivision of Cardiology, Department of Medicine, McMaster University, Hamilton, ON, Canada.
Ramiro ArellanoDepartment of Anesthesiology and Perioperative Medicine, Queen's University, Kingston, ON, Canada.
Joel ParlowDepartment of Anesthesiology and Perioperative Medicine, Queen's University, Kingston, ON, Canada.
Ian GilronDepartment of Anesthesiology and Perioperative Medicine, Queen's University, Kingston, ON, Canada.
Queen's University · CAMcMaster University · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Surgical interventions can elicit neuroendocrine and sympathovagal responses, leading to cardiac autonomic imbalance. Cardiac complications account for approximately 30% of postoperative complications. Altered heart rate variability (HRV) was initially described in the 1970s as a predictor of acute coronary syndromes and has more recently been shown to be an independent predictor of postoperative morbidity and mortality after noncardiac surgery. In general, HRV reflects autonomic balance, and altered HRV measures have been associated with anesthetic use, chronic pain conditions, and experimental pain. Despite the well-documented relationship between altered HRV and postsurgical outcomes and various pain conditions, there has not been a review of available evidence describing the association between postsurgical pain and HRV. We examined the relationship between postsurgical pain and HRV. MEDLINE and EMBASE databases were searched until December 2020 and included all studies with primary data. Two reviewers independently assessed risk of bias for each study using the criteria outlined in the Cochrane Handbook for Systematic Review of Interventions. A total of 8 studies and 1002 participants were included. Studies examined the association of postsurgical pain and HRV or analgesia nociception index derived from HRV. There was a statistically significant association between HRV measures and postsurgical pain in 6 of 8 studies. Heterogeneity of studies precluded meta-analyses. No studies reported cardiovascular outcomes. There is a potential association between postsurgical pain and HRV or analgesia nociception index, although results are likely impacted by confounding variables. Future studies are required to better delineate the relationship between postsurgical pain and HRV and impacts on cardiovascular outcomes.

Indexed as

Analgesia nociception indexHeart rate variabilityPostsurgical pain

Identifiers

PMID35155967
PMCPMC8824397
OpenAlexW4200253478

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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.