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Record W2528520635 · doi:10.1007/s11999-016-5112-9

Cochrane in CORR ®: Topical Application of Tranexamic Acid for the Reduction of Bleeding (Review)

2016· letter· en· W2528520635 on OpenAlexaff
Nathan Evaniew, Mohit Bhandari

Bibliographic record

VenueClinical Orthopaedics and Related Research · 2016
Typeletter
Languageen
FieldMedicine
TopicBlood transfusion and management
Canadian institutionsMcMaster University
Fundersnot available
KeywordsTranexamic acidMedicineRandomized controlled trialPulmonary embolismPerioperativeRelative riskFibrinolysisMyocardial infarctionSurgeryClinical trialOrthopedic surgeryAnesthesiaConfidence intervalInternal medicineBlood loss

Abstract

fetched live from OpenAlex

Importance of the Topic Many orthopaedic procedures are associated with substantial perioperative blood loss, which is associated with complications, increased length of stay, and even death [9]. Although blood transfusions generally are safe, they can cause transfusion reactions and, rarely, the transmission of infectious diseases. Tranexamic acid is an amino acid derivative that inhibits fibrinolysis [7]. More than 100 randomized controlled trials have demonstrated that intravenous tranexamic acid for surgical patients reduces the risk of receiving a blood transfusion by about one-third, but potential harms of systemic administration include pulmonary embolism, stroke, and myocardial infarction, each of which could be fatal [8]. Therefore, considerable research has recently focused on whether topical administration might offer similar efficacy with acceptable safety. In this meta-analysis of 29 randomized controlled trials involving 2612 participants, topical tranexamic acid decreased bleeding by 29% (relative risk [RR], 0.71; 95% confidence interval [CI], 0.69-0.72) and the need for blood transfusions by 45% (RR, 0.55; 95% CI, 0.46-0.65) but the study could draw no firm conclusions about the risks for harmful thromboembolic events [7]. Although just 10 of the trials involved total hip or knee arthroplasty and two involved spine surgery (the remaining trials involved cardiac surgery, dental surgery, or other specialties), orthopaedic surgeons can be reassured that this meta-analysis is generalizable to their practice settings because the main findings were consistent across orthopaedic and nonorthopaedic trials. Upon Closer Inspection Allocation concealment refers to the extent to which those individuals responsible for enrolling patients were unaware of, and could not influence, the study arms to which patients were assigned. Allocation concealment is particularly important because trials with inadequate methods are prone to selection bias and systematically overestimating treatment effects [11]. Sealed opaque envelopes are often used to maintain concealment, but they are vulnerable to tampering and less secure than remote internet- or telephone-based systems [12]. The pooled reduction in risk for blood transfusion was slightly less impressive when trials with high-risk or unclear methods of allocation concealment were excluded (33% decreased risk of receiving a transfusion, [RR, 0.67; 95% CI, 0.54-0.84]), but clinicians can be more confident that this result approximates the truth because it is at less risk of selection bias. Despite pooling data from 2612 participants, this meta-analysis was still underpowered by at least an order of magnitude (or more) to reliably inform about the risks for potential thromboembolic harms such as pulmonary embolism, stroke, and myocardial infarction—because most of these events are rare to begin with. For example, according to conventional power calculations, approximately 50,000 patients would be required to detect a 25% relative risk reduction for events that occur less than 1% of the time [4]. Therefore, readers should remain cautious when balancing the observed benefits of topical tranexamic acid against potential harms. Current best evidence comes from a nonrandomized retrospective database study of 872,416 patients who underwent total hip or knee arthroplasty, which did not find any increased rates of thromboembolic harms or mortality [10]. Take-home Messages Several expert panel consensus statements have endorsed routine use of topical tranexamic acid for hip and knee arthroplasty, but there are currently no major guideline recommendations for orthopaedic surgeons [2, 6]. In order to determine the direction and strength of a recommendation, guidelines panels should integrate confidence in the pooled effect estimates, the balance of desirable and undesirable outcomes among alternative management strategies, the values and preferences of typical patients, and the potential use of healthcare resources [1]. Given residual uncertainty about the risks for harm and potential variability in patients’ preferences about trading off these risks against bleeding and blood transfusions, strong general recommendations may not be warranted. However, current economic analyses suggest that topical tranexamic acid is likely to be cost-effective for procedures with higher risks for blood loss such as total hip and knee arthroplasty because it reduces costs related to blood transfusions and lengths of stay [5, 13]. The main findings of this meta-analysis have been confirmed in other meta-analyses that included additional trials for TKA, THA, and spine surgery, but several important questions remain unanswered [3, 14, 15]. For example, additional large observational studies are warranted to resolve uncertainty in the risks for thromboembolic harms, clarify whether certain dosing regimens might be superior to others, investigate use in specific patient populations such as those with contraindications to intravenous tranexamic acid, and investigate efficacy and cost-effectiveness in combination with other perioperative blood management strategies.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.027
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0070.005
Bibliometrics0.0060.006
Science and technology studies0.0000.000
Scholarly communication0.0020.001
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0270.002

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 head0.099
GPT teacher head0.450
Teacher spread0.350 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreCommentary

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".

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Citations12
Published2016
Admission routes1
Has abstractyes

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