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BACKGROUND: Hemorrhage management is crucial for surgical resection of pediatric posterior-fossa tumors (PPFTs). Tumor volume and vascularity on preoperative magnetic resonance imaging (MRI) can help predict and control intraoperative blood loss (IBL). The present study aimed to assess the correlation between MRI features and IBL in PPFTs. METHODS: Eleven patients treated for PPFTs at our hospital using the transcerebellomedullary fissure approach were enrolled, including five (45.5%) males and six (54.5%) females, with a median age of 10 (range, 4-16) years. Nine patients with medulloblastoma, one with ependymoma, and one with atypical teratoid/rhabdoid tumor were included. Using susceptibility-weighted imaging-based intratumoral susceptibility signal (ITSS) grade as an index of tumor vascularity, we performed univariate analysis of the association of degree of vascularity (ITSS grade 0-2 vs. 3) and multivariate analysis of IBL. RESULTS: Univariate analysis showed that the high vascularity group (ITSS grade 3) had significantly larger tumor volume (p = 0.009) and higher IBL (p = 0.004). In multivariate analysis of age, tumor volume, ITSS grade, cerebral blood volume, and extent of resection, tumor volume was the only significant factor (p = 0.001); however, ITSS grade was also positively associated with IBL (p = 0.074). CONCLUSION: In this study, tumor volume and vascularity of PPFTs were strongly correlated, and tumor volume was the sole factor significantly associated with IBL. This study suggests that ITSS grade and tumor volume collaboratively influence IBL in surgical resection of PPFTs. IBL should be assessed based on MRI features, and suitable treatment strategies should be established.

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Objective This study aimed to evaluate the usefulness and safety of gelatin-thrombin matrix sealants (GTMSs) in minimally invasive microscopic discectomy, a surgical procedure commonly used to treat lumbar disc herniation. Materials and Methods Out of 484 patients who underwent minimally invasive microscopic discectomy between April 2018 and December 2022, 35 patients with a history of surgery at the same level were excluded, resulting in a total of 449 patients included in the study. Among them, 316 patients were treated using GTMS, whereas 133 were treated using collagen-based absorbable local hemostatic agents. Patient characteristics, surgical duration, intraoperative blood loss, postoperative drainage volume, intraoperative dural injury, and incidence of postoperative epidural hematoma were analyzed and compared between the two groups. Results No significant differences in patient demographics were observed between the two groups, except for activated partial thromboplastin time and prothrombin time. Although there were no significant differences in the mean surgical time and intraoperative blood loss between the two groups, they tended to be shorter and less in the GTMS group (56.3 ± 20.2 vs. 58.2 ± 20.4 minutes [ p = 0.36] and 10.0 ± 15.4 vs. 11.8 ± 8.3 g [ p = 0.20]). The volume of postoperative drainage was significantly lower in the GTMS group than that in the comparison group (35.3 ± 21.8 vs. 49.5 ± 34.1 g [ p < 0.01]). There was a trend indicating a difference in the number of intraoperative dural injuries and the need for reoperation due to postoperative epidural hematoma (2 vs. 3 ± 20.4 minutes [ p = 0.21] and 1 vs. 2 [ p = 0.16]). Conclusion The use of a GTMS in minimally invasive microscopic discectomy appears to be beneficial in reducing postoperative drainage volume. It has also been shown that it may improve clinical outcomes such as intraoperative dural injury and postoperative epidural hematoma. Furthermore, further consideration of the medical economic impact is required.

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Background An increased risk of anemia during edoxaban thromboprophylaxis in orthopedic surgery has been reported. However, the risk factors for the exacerbation of anemia requiring transfusion with irradiated red blood cell concentrates during postoperative edoxaban thromboprophylaxis remain unknown. Therefore, this study investigated the factors that increase the possibility of transfusion during edoxaban thromboprophylaxis after orthopedic surgery by reanalyzing clinical data from a previous collection. Methods A total of 221 patients who underwent total hip or knee arthroplasty at a single center between July 2011 and June 2012 were included in this study. Among these, 167 patients who received 30 mg of postoperative edoxaban thromboprophylaxis were retrospectively analyzed to identify critical factors for transfusion during edoxaban thromboprophylaxis after orthopedic surgery. Results Lower preoperative hemoglobin levels and higher intraoperative blood loss per body weight were significantly associated with an increase in the frequency of transfusion during postoperative edoxaban thromboprophylaxis. These factors were also potentially related to increased coagulation parameters during edoxaban thromboprophylaxis. Conclusion Our study shows that lower preoperative hemoglobin levels and higher intraoperative blood loss are associated with increased coagulation parameters with edoxaban thromboprophylaxis after orthopedic surgery and may lead to worsening of anemia, thereby requiring blood transfusion.

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OBJECTIVE: To evaluate the effectiveness of intensive therapy for massive intraoperative blood loss in children. MATERIAL AND METHODS: A retrospective analysis of primary medical records of 39 children with massive intraoperative blood loss was performed. Patients were divided into two groups (younger 1 year (n=18) and older 1 year (n=21)). Each group was divided into two subgroups (blood loss <10% and >100% of total blood volume). We analyzed total intraoperative infusion, qualitative composition of transfusions, reinfusion of washed autologous erythrocytes and vasopressor support. In postoperative period, we assessed hemoglobin, platelets, albumin, fibrinogen, lactate, prothrombin index, duration of mechanical ventilation, severity of organ dysfunction (pSOFA score) after 1 and 3 days, ICU stay and incidence of repeated blood transfusions. RESULTS: With regard to transfusion volume, we found a general pattern (3 parts of crystalloids, 2 parts of erythrocyte-containing components and 1 part of fresh frozen plasma in all groups with the exception of children older 1 year with blood loss >100% of total blood volume. The last ones had ratio 3:5:1 due to large volume of reinfusion of washed autologous erythrocytes. In all groups, target levels of hemoglobin, platelets, albumin and prothrombin index were achieved. Serum fibrinogen was slightly lower in the group with blood loss >100% of total blood volume. There was a direct relationship between blood loss and ICU stay (Spearman's test rs=0.421, p<0.05), as well as duration of mechanical ventilation (Spearman's test rs=0.509, p<0.05). Mean pSOFA score upon admission to intensive care unit was 3-4 points in both groups with blood loss <100% of total blood volume. In patients with blood loss >100% of total blood volume, this indicator averaged 9 points and regressed to 3-4 points over the next 72 hours. CONCLUSION: Intraoperative intensive therapy contribute to minimal severity of postoperative organ dysfunction in children with blood loss < 100% of total blood volume and rapid regression of multiple organ failure in patients with blood loss exceeding this indicator.

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INTRODUCTION: Greater Trochanteric Pain Syndrome (GTPS) is a multifactorial clinical condition affecting the lateral area of the hip. Although conservative treatment shows good results, some patients may still require surgical bursectomy, which can be performed either openly or endoscopically. One of the main technical difficulties of the endoscopic procedure is intraoperative bleeding, which can hinder the medical team's vision and increase the operation time for endoscopic treatment of GTPS. HYPOTHESIS: An instillation of vasoconstrictors and local anesthetics before endoscopy will cause less intraoperative bleeding, which will translate into shorter surgical time. MATERIALS AND METHODS: A prospective cohort was retrospectively divided based on the use or absence of a preoperative instillation of physiological saline solution with epinephrine and lidocaine. Surgical time was measured in each procedure and compared between the two groups. RESULTS: 139 hips from 139 patients were included in the analysis. 102 patients were included in the instillation group versus 37 in the control group. The surgical time was significantly shorter in the instillation group than in the control group, with an average (standard deviation) of 52.01 (14.71) and 72.30 (11.70) minutes, respectively (p < 0.001). CONCLUSION: The instillation of a physiological saline solution with epinephrine and lidocaine prior to the surgical treatment of GTPS is effective in reducing surgical times, likely due to a reduction in intraoperative bleeding. Future research should focus on more direct outcomes such as intraoperative blood loss and between different instillation protocols.

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OBJECTIVE: The aim of our study was to investigate whether temporary clamping of the bilateral common iliac artery (BCIA) has a role in reducing intraoperative blood loss in patients with segmentally resected anterior placenta percreta or not. METHODS: This prospective observational study included patients with anterior placenta percreta who underwent cesarean segmental resection either with BCIA temporary clamping or without clamping between October 2022 and September 2023. RESULTS: A comparison of demographic, obstetric, and surgical parameters and the need for transfusion (except for postoperative erythrocyte suspension transfusion) between the two groups revealed no significant difference (P > 0.05). In contrast, the amount of intraoperative blood loss (P = 0.001) (1974 ± 749 mL vs 2702 ± 615 mL) and postoperative erythrocyte suspension transfusion (P = 0.046) in patients who underwent BCIA temporary clamping were significantly lower than in those who did not undergo BCIA temporary clamping. CONCLUSION: Temporary clamping of BCIA plays a significant favorable role both in reducing blood loss and the need for postoperative transfusion in patients with placenta percreta who underwent segmental uterine resection.

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BACKGROUND: The oral gonadotropin-releasing hormone antagonist relugolix, which temporarily stops menstruation, is used to treat heavy menstrual bleeding, pelvic pressure, and low back pain in women with uterine fibroids. Treatment can also help women recover from low hemoglobin levels and possibly shrink the fibroids. However, evidence of preoperative use of relugolix before laparoscopic myomectomy is limited. Nevertheless, the treatment could reduce interoperative blood loss, decrease the risk of developing postoperative anemia, and shorten the operative time. Thus, we aim to test whether 12-week preoperative treatment with relugolix (40 mg orally, once daily) is similar to or not worse than leuprorelin (one injection every 4 weeks) to reduce intraoperative blood loss. METHODS: Efficacy and safety of preoperative administration of drugs will be studied in a multi-center, randomized, open-label, parallel-group, noninferiority trial enrolling premenopausal women ≥ 20 years of age, diagnosed with uterine fibroids and scheduled for laparoscopic myomectomy. Participants (n = 80) will be recruited in the clinical setting of participating institutions. The minimization method (predefined factors: presence or absence of fibroids ≥ 9 cm and the International Federation of Gynecology and Obstetrics [FIGO] type 1-5 fibroids) with randomization is used in a 1:1 allocation. Relugolix is a 40-mg oral tablet taken once a day before a meal, for 12 weeks, up to the day before surgery. Leuprorelin is a 1.88 mg, or 3.75 mg subcutaneous injection, given in three 4-week intervals during patient visits before the surgery. For the primary outcome measure of intraoperative bleeding, the blood flow is collected from the body cavity, surgical sponges, and collection bag and measured in milliliters. Secondary outcome measures are hemoglobin levels, myoma size, other surgical outcomes, and quality-of-life questionnaire responses (Kupperman Konenki Shogai Index and Uterine Fibroid Symptoms-Quality of Life). DISCUSSION: Real-world evidence will be collected in a clinical setting to use pre-treatment with an oral gonadotropin-releasing hormone antagonist to reduce intraoperative bleeding in women who undergo laparoscopic myomectomy. TRIAL REGISTRATION: jRCTs031210564 was registered on 19 January 2022 in the Japan Registry of Clinical Trials ( https://jrct.niph.go.jp ).

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Sufficient liver regeneration after a right hepatectomy is important in living donors for preventing postoperative hepatic insufficiency; however, it differs for each living donor so we investigated the clinical factors affecting the rate of liver regeneration after hepatic resection. This retrospective case-control study investigated fifty-four living donors who underwent a right hepatectomy from July 2015 to March 2023. Patients were classified into 2 groups by the remnant/total volume ratio (RTVR): Group A (RTVR < 30%, n = 9) and Group B (RTVR ≥ 30%, n = 45). The peak postoperative level of total bilirubin was more elevated in Group A than in Group B (3.0 ± 1.1 mg/dL vs. 2.3 ± 0.8 mg/dL, p = 0.046); however, no patients had hepatic insufficiency or major complications. The rates of residual liver volume (RLV) growth at Postoperative Week 1 (89.1 ± 26.2% vs. 53.5 ± 23.7%, p < 0.001) were significantly greater in Group A, and its significant predictors were RTVR (ß = -0.478, p < 0.001, variance inflation factor (VIF) = 1.188) and intraoperative blood loss (ß = 0.247, p = 0.038, VIF = 1.182). In conclusion, as the RLV decreases, compensatory liver regeneration after hepatic resection becomes more prominent, resulting in comparable operative outcomes. Further studies are required to investigate the relationship between hematopoiesis and the rate of liver regeneration.

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PURPOSE: Intraoperative bleeding during hepatectomy is primarily controlled through anaesthesiological interventions or surgical techniques such as Pringle maneuver (PM). Infrahepatic IVC clamping (IIVCC) is an alternative surgical technique to reduce central venous pressure and prevent retrograde hepatic venous bleeding. The aim of the meta-analysis was to compare IIVCC+PM with PM alone in terms of intraoperative outcomes and perioperative complications. METHODS: Medline, Cochrane Library, Scopus, Web of Science, and EMBASE were searched for comparative studies till 16.04.2024, resulting in 679 articles, of which eight studies met inclusion criteria. Data on patient demographics, surgical technique, and perioperative outcomes was assessed. Cochrane Risk of Bias 2.0 (RoB 2.0) Tool and Newcastle-Ottawa Scale (NOS) were used for risk of bias assessment. RESULTS: Two randomized controlled trials, one prospective, and five retrospective cohort studies with 358 patients in IIVCC+PM and 397 patients in PM alone group were included. IIVCC+PM resulted in significantly greater CVP reduction, less intraoperative blood loss (MD (95% CI) = - 233.03 (- 360.48 to - 105.58), P < 0.001), and less intraoperative blood transfusion (OR (95% CI) = 0.38 (0.25 to 0.57), P < 0.001) compared to PM alone. The two groups had comparable total operative time, transection time and total intraoperative fluid infusion. Patients undergoing IIVCC+PM had significantly shorter length of stay (MD (95% CI) = - 0.63 days (- 1.21 to - 0.05 days), P = 0.03) and overall complication rates (OR (95% CI) = 0.63 (0.43-0.92), P = 0.02) compared to PM alone group. CONCLUSION: The utilization of IIVCC along with PM during liver resection may be beneficial in reducing intraoperative bleeding and blood transfusion without adversely influencing operative times or perioperative outcomes compared to PM alone.

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OBJECTIVES: We aimed to investigate the influence of preoperative antituberculosis chemotherapy duration on perioperative epididymectomy complications in patients with epididymal tuberculosis (ETB). METHODS: This retrospective study examined patients with ETB between January 1, 2013, and March 31, 2023, who underwent unilateral epididymectomy at our hospital. We selected preoperative antituberculosis chemotherapy duration of 2, 4, and 8 weeks as the cutoffs for this study, to explore whether there are differences in the incidence of intraoperative and 30-day postoperative complications among the patients with different preoperative antituberculosis chemotherapy durations. Intraoperative complications were graded according to the Satava classification, and 30-day postoperative complications were defined according to the Clavien-Dindo classification. The study groups were compared using the unpaired t-test, Wilcoxon rank-sum test, Pearson's chi-square test, or Fisher's exact test, as appropriate. RESULTS: Overall, 155 patients were included. Statistical analysis revealed that there were no significant differences in the incidence of intraoperative and 30-day postoperative complications between patients with shorter preoperative antituberculosis chemotherapy duration and those with longer preoperative antituberculosis chemotherapy duration. CONCLUSIONS: In patients with ETB, preoperative antituberculosis chemotherapy duration did not significantly affect the incidence of perioperative complications after epididymectomy.

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Thyroidectomy in Graves' disease can be challenging due to greater thyroid size and vascularity. While thyroid stimulating hormone receptor antibody (TRAb) level is associated with disease severity and thyroid vascularity, its impact on operative outcomes remains unclear. This study aimed to compare challenging factors for robotic thyroidectomy (RT) and open thyroidectomy (OT) in Graves' disease patients, including TRAb as a predictive factor for difficult thyroidectomy. This retrospective study included Graves' disease patients who underwent total thyroidectomy between September 2013 and January 2023. The clinical characteristics and operative outcomes were compared between patients who received OT and bilateral axillo-breast approach RT. Factors affecting operation time and estimated blood loss (EBL) were evaluated in both groups using regression analyses. A total of 85 patients received either OT (n = 48) or RT (n = 37). Median thyroid volumes in the OT and RT groups were 72.4 g and 57.6 g, respectively. Operation time was affected by thyroid volume in both groups. Additionally, higher thyroid hormone levels and bilateral central neck node dissection prolonged operation time in the RT group. EBL was marginally associated with thyroid volume in the OT group. However, in the RT group, TRAb level was independently associated with greater EBL (p = 0.04), while no significant association was found with thyroid volume. Predictive factors for difficult thyroidectomy differed by operation approaches. TRAb significantly predicted intraoperative bleeding in RT, while this association was absent in OT. Caution is warranted when performing RT on Graves' disease patients with high TRAb levels.

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Objectives: To compare the operative and postoperative outcomes of total laparoscopic hysterectomy (TLH) and total abdominal hysterectomy (TAH). Materials and Methods: In this retrospective comparative study, we reviewed all hysterectomies performed in the Al-Karak Governmental Hospital in Al-Karak, Jordan, from September 2018 to July 2022. We enrolled 129 patients who underwent hysterectomy. The patients were divided into the TLH (n = 39) and TAH (n = 90) groups. Patient data were accessed through hospital records and analyzed using SPSS 25.0. Results: The most common indication for TLH was uterine fibroid, and that for TAH was abnormal uterine bleeding, although the specimen weights were comparable. There was no significant between-group difference in the patient's demographics. Although the TLH group had longer operative time, the hospital stay was shorter and there were no reported cases of wound infection. The estimated blood loss was significantly lower in the TLH group than in the TAH group, but there was no difference between the two groups in terms of blood transfusion requirement and postoperative hemoglobin level. Conclusion: TLH and TAH had comparable overall outcomes in the Al-Karak Governmental Hospital. However, TLH was superior to TAH in terms of blood loss, and patients with TLH recovered faster without postoperative wound infection.

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BACKGROUND AND OBJECTIVES: Preoperative embolization of metastatic spinal tumors (MSTs) has proven advantageous in limiting intraoperative blood loss (IBL) during resection. N-butyl cyanoacrylate (nBCA) is a liquid embolic agent known for its rapid hemostatic effects. However, nBCA is associated with a higher risk of distal nontarget embolization. This study highlights the refinement of the embolization technique and assesses its efficacy in performing an initial distal segmental artery plug with concentrated nBCA followed by proximal diluted nBCA for MSTs. METHODS: A retrospective review of patients with MST (2018-2023) was performed. Patients who underwent preoperative nBCA endovascular embolization prior to tumor resection and spinal instrumentation were included. Baseline standard spinal angiography was performed. RESULTS: Sixteen patients (13 men, 3 women; 56.0 ± 12.4 years) met inclusion criteria. And 43.75% (7 of 16) had thoracic levels, 37.5% (6 of 16) lumbar, and 18.75% (3 of 16) sacral. The most common primary tumor was renal cell carcinoma (43.75%, 7 of 16). A total of 43 pedicles were embolized (median 3), resulting in complete/near complete obliteration of the tumor blush. Most pedicles (83.7%, 36 of 43) received a single dilute concentration of nBCA; however, 16.3% (7 of 43) received two separate concentrations of nBCA, a denser concentration distally into the segmental artery and a diluted concentration proximally into the tumor bed. Mean IBL was 1150 ± 1201 mL in 3 distal plug patients distal plug patients versus 1625 ± 681 mL in 12 other patients. There were no complications related to embolization. CONCLUSION: Performing a distal, concentrated nBCA plug during preoperative nBCA embolization of MSTs may increase tumor penetration and reduce IBL.

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IMPORTANCE: Peri-operative blood loss during joint replacement procedures is a modifiable risk factor that impacts wound complications, hospital stay and total costs. Tranexamic acid (TXA) is an anti-fibrinolytic that has been widely used in orthopedic surgery, but its efficacy in the setting of total ankle arthroplasty (TAA) has not been quantified to date. AIM: The purpose of this systematic review and meta-analysis was to evaluate the efficacy and safety of administering TXA in patients undergoing TAA. EVIDENCE REVIEW: The Medline, Embase and Cochrane library databases were systematically reviewed using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Five comparative studies examining blood loss following administration of TXA for patients undergoing TAA were included. The outcome measures of interest were blood loss, reduction in hemoglobin concentration, transfusion requirements, total complications and wound complications. FINDINGS: In total, 194 patients received TXA and 187 patients did not receive TXA while undergoing TAA. Based on the common-effects model for total blood loss for the TXA group versus control, the standardized mean difference (SMD) was -0.7832 (95% CI, -1.1544, -0.4120; P â€‹< â€‹0.0001), in favor of lower total blood loss for TXA. Based on the random-effects model for reduction in hemoglobin for the TXA group versus control, the SMD was -0.9548 (95% CI, -1.7850, -0.1246; P â€‹= â€‹0.0242) in favor of lower hemoglobin loss for TXA. Based on the random-effects model for total complications for the TXA group versus control, the risk ratio was 0.512 (95% CI, 0.1588, 1.6512; P â€‹= â€‹0.1876), in favor of lower total complications for TXA but this was not statistically significant. CONCLUSIONS: This current review demonstrated that administration of TXA led to a reduction in blood loss and hemoglobin loss without an increased risk of the development of venous thromboembolism in patients undergoing TAA. No difference was observed with respect to total complication rates between the TXA cohort and the control group. TXA appears to be an effective hemostatic agent in the setting of TAA, but further studies are necessary to identify the optimal timing, dosage and route of TXA during TAA. LEVEL OF EVIDENCE: III.

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The purpose of the present study was to evaluate whether the amount of intraoperative blood loss (IBL) affects the complications and prognosis of patients with colorectal cancer (CRC). The PubMed, EMBASE and the Cochrane Library databases were used to search for eligible studies from inception to November 30, 2020. Hazard ratios (HRs) and 95% confidence intervals (Cls) were pooled up. The overall survival (OS) and disease-free survival (DFS) were compared between the larger IBL group and the smaller IBL group. The present study was performed with RevMan 5.3 (The Cochrane Collaboration). A total of seven studies involving 1,540 patients with CRC were included in the present study. The smaller IBL group had a higher rate of OS (HR=1.45, 95% CI=1.17 to 1.8, P=0.0007) and a higher rate of DFS (HR=1.76, 95% CI=1.40 to 2.21, P<0.00001). Furthermore, the larger IBL group had a higher rate of postoperative complications than the smaller IBL group (odds ratio=2.06, 95% CI=1.72 to 2.15, P<0.00001). In conclusion, a smaller IBL was associated with better OS and DFS, and a lower risk of postoperative complications compared with a larger IBL in patients with CRC, suggesting that surgeons should pay more attention during perioperative management and surgical operation to reduce IBL.

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OBJECTIVES: To analyse operating time, intraoperative blood loss, postoperative bleeding rate and pain when using the relatively new BiZact™ tonsillectomy device compared to the commonly used cold steel dissection technique with bipolar cautery in adults. DESIGN: Retrospective case control study. Parameters analysed for significant association with technique were operating time, intraoperative blood loss, wound pain on postoperative days 1-4 and rate of post-tonsillectomy bleeding (PTB). SETTING: Monocentric study at a department of otolaryngology and head and neck surgery at a tertiary centre in Germany. PARTICIPANTS: A total of 183 patients who underwent a bilateral tonsillectomy with either the BiZact™ tonsillectomy device or the cold dissection technique with bipolar cautery for haemostasis. MAIN OUTCOME MEASURES: Operating time, intraoperative blood loss, postoperative pain on the first to fourth postoperative day (numeric rating scale: 0-10) (PTB, primary bleeding ≤24 h, secondary bleeding >24 h postoperative; Stammberger scale). RESULTS AND CONCLUSION: The BiZact™ tonsillectomy device leads to a significant shorter operating time with less intraoperative blood loss compared to cold steel dissection with bipolar haemostasis. No benefits with regards to PTB or postoperative pain could be observed. The use of the BiZact™ device provides major benefits in clinical routine and stands up to conventional tonsillectomy techniques.

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BACKGROUND CONTEXT: Intraoperative blood loss is a significant concern in patients with metastatic spinal disease. Early identification of patients at high risk of experiencing massive intraoperative blood loss is crucial as it allows for the development of appropriate surgical plans and facilitates timely interventions. However, accurate prediction of intraoperative blood loss remains limited based on prior studies. PURPOSE: The purpose of this study was to develop and validate a web-based artificial intelligence (AI) model to predict massive intraoperative blood loss during surgery for metastatic spinal disease. STUDY DESIGN/SETTING: An observational cohort study. PATIENT SAMPLE: Two hundred seventy-six patients with metastatic spinal tumors undergoing decompressive surgery from two hospitals were included for analysis. Of these, 200 patients were assigned to the derivation cohort for model development and internal validation, while the remaining 76 were allocated to the external validation cohort. OUTCOME MEASURES: The primary outcome was massive intraoperative blood loss defined as an estimated blood loss of 2,500 cc or more. METHODS: Data on patients' demographics, tumor conditions, oncological therapies, surgical strategies, and laboratory examinations were collected in the derivation cohort. SMOTETomek resampling (which is a combination of Synthetic Minority Oversampling Technique and Tomek Links Undersampling) was performed to balance the classes of the dataset and obtain an expanded dataset. The patients were randomly divided into two groups in a proportion of 7:3, with the most used for model development and the remaining for internal validation. External validation was performed in another cohort of 76 patients with metastatic spinal tumors undergoing decompressive surgery from a teaching hospital. The logistic regression (LR) model, and five machine learning models, including K-Nearest Neighbor (KNN), Decision Tree (DT), XGBoosting Machine (XGBM), Random Forest (RF), and Support Vector Machine (SVM), were used to develop prediction models. Model prediction performance was evaluated using area under the curve (AUC), recall, specificity, F1 score, Brier score, and log loss. A scoring system incorporating 10 evaluation metrics was developed to comprehensively evaluate the prediction performance. RESULTS: The incidence of massive intraoperative blood loss was 23.50% (47/200). The model features were comprised of five clinical variables, including tumor type, smoking status, Eastern Cooperative Oncology Group (ECOG) score, surgical process, and preoperative platelet level. The XGBM model performed the best in AUC (0.857 [95% CI: 0.827, 0.877]), accuracy (0.771), recall (0.854), F1 score (0.787), Brier score (0.150), and log loss (0.461), and the RF model ranked second in AUC (0.826 [95% CI: 0.793, 0.861]) and precise (0.705), whereas the AUC of the LR model was only 0.710 (95% CI: 0.665, 0.771), the accuracy was 0.627, the recall was 0.610, and the F1 score was 0.617. According to the scoring system, the XGBM model obtained the highest total score of 55, which signifies the best predictive performance among the evaluated models. External validation showed that the AUC of the XGBM model was also up to 0.809 (95% CI: 0.778, 0.860) and the accuracy was 0.733. The XGBM model, was further deployed online, and can be freely accessed at https://starxueshu-massivebloodloss-main-iudy71.streamlit.app/. CONCLUSIONS: The XGBM model may be a useful AI tool to assess the risk of intraoperative blood loss in patients with metastatic spinal disease undergoing decompressive surgery.

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OBJECTIVES: To assess the efficacy of routine use of intraoperative ultrasonography (IOUS) in improving perioperative outcomes in patients undergoing IOUS-guided laparoscopic nephrectomy (IOUS-LN) and conventional laparoscopic nephrectomy (C-LN). PATIENTS AND METHODS: This was a parallel-arm, single-blinded, randomised controlled trial (CTRI/2021/12/038906). All patients undergoing LN, either for benign or malignant causes, were included. Patients undergoing partial/cytoreductive nephrectomy, with venous thrombus were excluded. In the study arm, IOUS-guided renal vascular assessment was performed after colon mobilisation and a standard LN was performed in the control arm. The primary outcome was intraoperative duration. The secondary outcomes were blood loss, need for open conversion, blood transfusion, perioperative complications, duration of Intensive Care Unit (ICU) stay and length of hospitalisation (LOH). The patients were followed for 3 months after surgery. RESULTS: A total of 104 patients were included, with 52 in each arm. Demographic characteristics were comparable in both arms. A significant reduction in the operative duration (mean [sd] 181.69 [40.8] vs 199.7 [41.8] min, P = 0.02) was seen in the IOUS-LN group. The difference in blood loss showed no significant difference when compared between both groups (median [interquartile range] 84.55 [74-105.5] vs 99.95 [78.5-111] mL, P = 0.08). On subgroup analysis, the reduction in the operative duration was significant in patients who underwent laparoscopic simple nephrectomy (LSN; mean [sd] 194.4 [42.5] vs 221.2 [36.4] min, P = 0.01), whereas comparable operative durations were seen in patients undergoing laparoscopic radical nephrectomy (LRN; mean [sd] 168.96 [35.3] vs 178.3 [35.9] min, P = 0.34). Similar conversion rates were seen in both groups (P = 0.98) along with blood transfusions (P = 0.78). The LOH, ICU stay, and complications were similar in both groups. Significantly less blood loss (P = 0.03) was noted with IOUS in patients undergoing LSN. IOUS did not influence any outcomes in patients undergoing LRN. CONCLUSION: Intraoperative ultrasonography significantly reduced the operative duration in LN, but with no significant reduction in the volume of blood loss. Significant reduction in intraoperative duration and blood loss was seen in patients who underwent LSN on subgroup analysis.

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OBJECTIVE: Lumbar spinal stenosis (LSS) is a disabling degenerative process of the spine, mainly affecting older patients. LSS manifests with low-back and leg pain and neurogenic claudication. Disability and impairment in activities of daily living are consequences of the progressive narrowing of the lumbar spinal canal. Surgical decompression has been shown to be superior to conservative management. Nonetheless, intraoperative and postoperative blood loss in elderly patients taking antiplatelet or anticoagulant drugs owing to cardiovascular comorbidities may be a special issue. This study describes and compares early outcomes after surgical procedures in different groups of patients receiving antithrombotic drugs. METHODS: The authors' study retrospectively recruited 289 consecutive patients aged ≥ 65 years who received lumbar decompression for spinal stenosis between January 2021 and May 2022. First, 183 patients taking antiplatelet therapy were divided into two groups according to the rationale for use: primary versus secondary prophylaxis of cardiovascular events (group 1 vs group 2). Primary prevention was stopped preoperatively, or secondary prevention was not discontinued during the perioperative period. Secondly, 106 patients who were not taking antiplatelet mediation were divided into two groups, depending on whether preoperative low-molecular-weight heparin had not been administered or had been (group A vs group B). Intraoperative blood loss, surgical time, and postoperative hospitalization were analyzed. RESULTS: No significant statistical differences were observed between groups 1 and 2 in terms of intraoperative blood loss and time of surgery, or between groups A and B in terms of all analyzed variables. No early or delayed complications were observed, perioperatively or during the postoperative 3-month follow-up period. CONCLUSIONS: The results of this study suggest that the use of anticoagulant and antiplatelet therapies in elective decompressive surgery could be devoid of early complications and could be safely continued perioperatively.

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