Impact of blood salvage therapy during oncologic liver surgeries on allogenic transfusion events, survival, and recurrence: an ambidirectional cohort study
Bibliographic record
Abstract
INTRODUCTION: The use of autologous blood transfusions in oncologic surgeries is somewhat controversial due to the potential risk of disease dissemination through the salvage process. On the other hand, autologous blood transfusion can prevent the potential negative effects of allogenic blood transfusions and reduce use of valuable resources. METHODS: This study included 106 adult patients who underwent oncologic liver surgery at our institution between December 2015 and June 2019. The patients were divided into two groups: the Cell Saver group (operated between January 2018 and June 2019) and the control group (operated between December 2015 and December 2017). The Cell Saver device was present in the operating room for the Cell Saver group, and blood was retransfused if a certain amount of blood loss occurred. Data analysis focused on outcomes such as blood transfusion requirements, overall survival, recurrence-free survival, hemoglobin levels, hospital stay, and complications. Patient records provided relevant information on demographics, surgery details, pathology, and outcomes for both groups. RESULTS: Autologous blood transfusion was found to reduce the amount of blood units needed (4.0 units (control group) versus 0.4 units (Cell Saver group) P =0.029. Kaplan-Meier curves showed no difference for both overall survival 471.6 days (Cell Saver group) versus 468.3 days (control group) ( P =0.219) and 488.9 days (Cell Saver group) versus 487.2 days (control group) ( P =0.993) and disease-free survival ( P =0.553) and ( P =0.735) for primary hepatic tumors and hepatic metastasis respectively between the Cell Saver and control groups. Overall survival regardless of the type of tumor was similar to the control group (485.4 days vs. 481.9 days) ( P =0.503). Survival was significantly lower for minor hepatectomies (516.0 days vs. 517.4 days) ( P =0.050) in the Cell Saver group, major hepatectomies showed no difference in overall survival (470.2 days vs. 466.4 days) ( P =0.868). No impact on disease recurrence was found between patients who received autologous blood transfusions versus those who did not. CONCLUSION: The use of Cell Saver should not be avoided in oncologic surgeries of the liver. Use of Cell Saver for major hepatectomies might be more beneficial as OS was significantly lower for the Cell Saver group for patients who underwent minor hepactomies. Further research is needed to explain this conflicting result. Nonetheless, the use of Cell Saver in autologous blood transfusions can reduce the use of valuable resources and the risks associated with allogenic blood transfusions.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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 teacher head, 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".