Evidence map›Paper›PMID 21543086›Full record

ArticleThe Journal of surgical research2011

Increasing blood glucose variability heralds hypoglycemia in the critically ill.

Rondi M Kauffmann, Rachel M Hayes, Brad D Buske, Patrick R Norris, Thomas R Campion, Marcus Dortch, Judith M Jenkins, Bryan R Collier, Addison K May

Open access · greenAbstract read
In one paragraph

Article in The Journal of surgical research, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
1.0field-weighted citation impact, top 24% 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.

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

14 citing papers in PubMed, 29 citations in OpenAlex.

  1. Perioperative glycemic control in patients undergoing cardiac surgery.Kardiochirurgia i torakochirurgia polska = Polish journal of cardio-thoracic surgery · 2025
    Review
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Risk Factors of Intraoperative Dysglycemia in Elderly Surgical Patients.International journal of medical sciences · 2019
    Article
  8. Untangling glycaemia and mortality in critical care.Critical care (London, England) · 2017
    Article
  9. Review
  10. Observational
  11. Observational
  12. Review
  13. Review
  14. 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

9 authors at 1 institution in 1 country.

Rondi M KauffmannDepartment of Surgery, Division of Trauma and Surgical Critical Care, Vanderbilt University Medical Center, Nashville, Tennessee, USA. rondi.kauffmann@vanderbilt.edu
Rachel M Hayes
Brad D Buske
Patrick R Norris
Thomas R Campion
Marcus Dortch
Judith M Jenkins
Bryan R Collier
Addison K May
Vanderbilt University Medical Center · US

Funding

Translational Research in Endocrinology And Diabetes (TREAD)T32DK007061 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Sarah S Jaser, KEVIN D NISWENDER · 1986 to 2026
$8.0M
NIDDK NIH HHS 5T32DK007061-35NIDDK NIH HHS T32 DK007061
6 · The paper itself

Abstract

backgroundControl of hyperglycemia improves outcomes, but increases the risk of hypoglycemia. Recent evidence suggests that blood glucose variability (BGV) is more closely associated with mortality than either isolated or mean BG. We hypothesized that differences in BGV over time are associated with hypoglycemia and can be utilized to estimate risk of hypoglycemia (<50 mg/dL). MATERIALS AND

methodsPatients treated with intravenous insulin in the Surgical Intensive Care Unit of a tertiary care center formed the retrospective cohort. Exclusion criteria included death within 24 h of admission. We describe BGV in patients over time and its temporal relationship to hypoglycemic events. The risk of hypoglycemia for each BG measurement was estimated in a multivariable regression model. Predictors were measures of BGV, infusions of dextrose and vasopressors, patient demographics, illness severity, and BG measurements.

resultsA total of 66,592 BG measurements were collected on 1392 patients. Hypoglycemia occurred in 154 patients (11.1%). Patient BGV fluctuated over time, and increased in the 24 h preceding a hypoglycemic event. In crude and adjusted analyses, higher BGV was positively associated with a hypoglycemia (OR 1.41, P < 0.001). Previous hypoglycemic events and time since previous BG measurement were also positively associated with hypoglycemic events. Severity of illness, vasopressor use, and diabetes were not independently associated with hypoglycemia.

conclusionsBGV increases in the 24 h preceding hypoglycemia, and patients are at increased risk during periods of elevated BG variability. Prospective measurement of variability may identify periods of increased risk for hypoglycemia, and provide an opportunity to mitigate this risk.

Indexed as

AdultAgedBlood GlucoseCohort StudiesCritical CareCritical IllnessFemaleHumansHyperglycemiaHypoglycemiaHypoglycemic AgentsInsulinLogistic ModelsMaleMiddle AgedMultivariate AnalysisBlood GlucoseHypoglycemic AgentsInsulinVasoconstrictor Agents

Identifiers

PMID21543086
PMCPMC3154465
OpenAlexW2120760098

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.