MétaCan
Menu
Back to cohort
Record W1982499853 · doi:10.1097/ccm.0b013e31819ffed4

N-acetylcysteine is associated with increased blood loss and blood product utilization during cardiac surgery*

2009· article· en· W1982499853 on OpenAlexaffabout
Duminda N. Wijeysundera, Keyvan Karkouti, Vivek Rao, Christopher T. Chan, Roshan Raban, Jo Carroll, Humara Poonawala, W. Scott Beattie

Bibliographic record

VenueCritical Care Medicine · 2009
Typearticle
Languageen
FieldMedicine
TopicAcute Kidney Injury Research
Canadian institutionsToronto General HospitalUniversity of TorontoCanadian Institutes of Health ResearchUniversity Health Network
Fundersnot available
KeywordsMedicineBlood productAnesthesiaHemostasisPerioperativeRandomized controlled trialPlaceboCardiac surgeryCardiopulmonary bypassSurgeryBlood transfusionAcetylcysteineRelative riskConfidence intervalInternal medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: When used to prevent perioperative inflammation and ischemia-reperfusion injury, N-acetylcysteine may inadvertently impair hemostasis. We, therefore, performed a post hoc analysis of a recent randomized controlled trial in cardiac surgery to determine whether N-acetylcysteine was associated with increased blood loss and blood product transfusion. DESIGN: Blinded (patients, caregivers, outcome assessors) placebo-controlled parallel group randomized trial (www.ClinicalTrials.gov ID NCT00188630). SETTING: Tertiary care hospital in Toronto, Ontario, Canada (September 2003 to October 2005). PATIENTS: A total of 177 patients with preexisting moderate renal insufficiency (estimated glomerular filtration rate <or=60 mL/min) and undergoing cardiac surgery. INTERVENTIONS: Eighty-nine patients were randomized to receive intravenous N-acetylcysteine (100 mg/kg bolus; 20 mg.kg.hr infusion until 4 hours after cardiopulmonary bypass), and 88 were randomized to receive placebo. MEASUREMENTS AND MAIN RESULTS: We used laboratory markers (hemoglobin, platelets, coagulation), chest-tube blood loss, and blood product transfusion to evaluate hemostasis. Compared with placebo, patients who received N-acetylcysteine arm experienced a mean 24-hour chest-tube blood loss that was 261 mL higher (95% confidence interval [CI] 93-488 mL, p = 0.008), and were transfused 1.6 more units of red blood cells (95% CI 0.4-3.1 units, p = 0.02) during hospitalization. The risk of receiving >or=5 units of red blood cells within 24 hours of surgery was significantly higher with N-acetylcysteine (relative risk 1.85, 95% CI 1.06-3.21, p = 0.03; adjusted relative risk 2.09, 95% CI 1.24-3.83, p = 0.005). CONCLUSIONS: In patients who have preexisting moderate renal insufficiency and are undergoing cardiac surgery, N-acetylcysteine was associated with important effects on blood loss and blood product transfusion. Clinicians and researchers should, therefore, consider the potential for impaired hemostasis when using N-acetylcysteine in the perioperative setting. Further research is needed to elucidate mechanisms by which N-acetylcysteine may impair hemostasis, and the risk-benefit profile of N-acetylcysteine for perioperative organ protection.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.127
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.033
GPT teacher head0.330
Teacher spread0.298 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations36
Published2009
Admission routes2
Has abstractyes

Explore more

Same venueCritical Care MedicineSame topicAcute Kidney Injury ResearchFrench-language works237,207