Quantitation of Changes in VWF and FVIII Following Elective Orthopedic Surgery in Normal Individuals.
Bibliographic record
Abstract
Abstract Abstract 1296 Poster Board I-318 Background Patients with inherited bleeding disorders undergoing surgery typically receive therapy to correct the deficient factor to a level of ∼1.0 IU/mL. There is a paucity of well-constructed descriptive data quantifying the changes in coagulation that occur in response to surgical stress in normal individuals, however. Additionally, von Willebrand factor (VWF) and factor VIII (FVIII) are acute phase reactants, and thus, supratherapeutic levels of these proteins that might develop in response to the surgical stress would predispose patients to thrombotic events. Aim: With this in mind, our objective was to quantify the changes in hemostatic variables that occur in response to elective orthopedic surgery in normal individuals. Methods Eligible subjects > 18 years of age undergoing total knee or total hip replacement were recruited. Exclusion criteria included a known bleeding disorder, hormone replacement therapy, use of oral contraceptives or pregnancy. Following informed consent, blood samples were drawn at five time points: 1) baseline - in clinic 1-2 weeks pre-operatively (pre-op), 2) pre-op the morning of surgery – same day admitting center, 3) intra-operatively (intra-op) – 30 minutes after the start of surgery, 4) 30 minutes post-operatively (post-op) - recovery room, and 5) post-op day one (POD 1) – on the ward. Samples were analyzed for complete blood counts (CBC), prothrombin time (PT), activated partial thromboplastin time (aPTT), VWF antigen (VWF:Ag), VWF ristocetin cofactor activity (VWF:RCo), FVIII coagulant activity (FVIII:C) and whole blood thromboelastography (TEG) without tissue factor activation. Repeated measures analysis of variance was used to evaluate trends over time; paired samples t-tests were done to maximize the sample size for pairwise comparisons. Results 37 subjects were recruited (25 females, 12 males) with a mean age of 64 years (range 33 – 87). Means and ranges for all laboratory parameters are displayed in Table 1 in addition to statistical analysis of the change in all variables over the 5 time points. Statistically significant changes were seen in all variables except PTT and TEG angle. In general, VWF and FVIII indices decreased during surgery (presumably due to consumption) and then increased in the post-operative period (presumably due to a stress response). A great deal of variability was seen in post-operative levels of VWF and FVIII between individuals with some showing borderline low levels and some achieving very high levels. Conclusion These data establish a baseline on which to reconsider current strategies for the peri-operative management of patients with inherited bleeding disorders, and provide relevant information when considering the relative risks of bleeding or thrombosis associated with surgery. Disclosures No relevant conflicts of interest to declare.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".