Development of machine learning models to predict perioperative blood transfusion in hip surgery.

BACKGROUND: Allogeneic Blood transfusion is common in hip surgery but is associated with increased morbidity. Accurate prediction of transfusion risk is necessary for minimizing blood product waste and preoperative decision-making. The study aimed to develop machine learning models for predicting perioperative blood transfusion in hip surgery and identify significant risk factors. METHODS: Data of patients undergoing hip surgery between January 2013 and October 2021 in the Peking Union Medical College Hospital were collected to train and test predictive models. The primary outcome was perioperative red blood cell (RBC) transfusion within 72 h of surgery. Fourteen machine learning algorithms were established to predict blood transfusion risk incorporating patient demographic characteristics, preoperative laboratory tests, and surgical information. Discrimination, calibration, and decision curve analysis were used to evaluate machine learning models. SHapley Additive exPlanations (SHAP) was performed to interpret models. RESULTS: In this study, 2431 hip surgeries were included. The Ridge Classifier performed the best with an AUC = 0.85 (95% CI, 0.81 to 0.88) and a Brier score = 0.21. Patient-related risk factors included lower preoperative hemoglobin, American Society of Anesthesiologists (ASA) Physical Status > 2, anemia, lower preoperative fibrinogen, and lower preoperative albumin. Surgery-related risk factors included longer operation time, total hip arthroplasty, and autotransfusion. CONCLUSIONS: The machine learning model developed in this study achieved high predictive performance using available variables for perioperative blood transfusion in hip surgery. The predictors identified could be helpful for risk stratification, preoperative optimization, and outcomes improvement.

Effect of Perioperative Blood Transfusion on Prognosis after Radical Resection in Patients with Non-Metastatic Renal Cell Carcinoma: A Retrospective Analysis.

OBJECTIVE: Advancements in medical science have improved non-metastatic renal cell carcinoma (NM-RCC) treatment strategies, but long-term survival is influenced by various factors, including perioperative blood transfusion. This study aims to analyse prognostic factors in patients with NM-RCC after radical nephrectomy. METHODS: From January 2018 to December 2021, a total of 132 patients with NM-RCC after radical nephrectomy were studied. According to 2-year follow-up data, the patients were categorised into case (with poor outcomes, including pneumothorax, renal issues, recurrence or death) and control groups. Data on demographics, clinical characteristics and perioperative blood transfusion were collected, and key prognostic factors were identified through logistic regression. RESULTS: A total of 32 patients with poor prognosis were included in the case group, accounting for 24.24% (32/132), and 100 patients without poor prognosis were included in the control group, accounting for 75.76% (100/132). Tumour stage, tumour size and perioperative blood transfusion were all risk factors for the prognosis of patients, and odds ratio (OR) >1. The above indicators had high predictive value for the prognosis of patients after surgery. CONCLUSIONS: The prognostic factors of patients with NM-RCC after radical nephrectomy include tumour stage, tumour size and perioperative blood transfusion, and each factor had predictive value.

Effect of perioperative blood transfusion on complications and prognosis after radical gastrectomy in elderly patients: a retrospective study of 1,666 cases.

Background: Multiple studies have examined the effect of perioperative blood transfusion (BTF) on postoperative complications and the prognosis of gastric cancer patients, but the conclusions remain controversial, and few studies related to elderly patients are present. This study sought to examine the effect of perioperative BTF on postoperative complications and the prognosis of elderly patients who underwent radical gastrectomy. Methods: The clinical data of 1,666 elderly patients (aged ≥60 years) at Xijing Hospital from October 2013 to October 2021 were retrospectively analyzed. The patients were stratified into the perioperative BTF group and the perioperative non-BTF group. The clinicopathological characteristics, postoperative complications, and long-term prognoses of the patients were compared. Results: There were significant differences in terms of sex, tumor location, tumor size, gastrectomy range, tumor differentiation, T stage, N stage, tumor-node-metastasis (TNM) stage, preoperative anemia, and intraoperative blood loss between the two groups (P<0.05). The incidence of postoperative fever in the BTF group was significantly higher than that in the non-BTF group (31.6% vs. 15.4%, P<0.001), but there were no significant differences in the other complications between the two groups (P>0.05). The survival analysis showed that in stage III patients, the prognosis of the BTF group was inferior to that of the non-BTF group [the 3-year overall survival (OS) rates of the groups were 33.7% vs. 47.9% respectively, P<0.001], while there was no significant difference between the two groups among the stage I and stage II patients (P>0.05). There was no significant difference in the prognosis of patients with different transfusion times (preoperative/intraoperative/postoperative) (P>0.05). The multivariate analysis indicated that perioperative BTF was not an independent risk factor for prognosis in elderly patients with gastric cancer overall or elderly patients with gastric cancer in stage III (P>0.05). Conclusions: Perioperative BTF may elevate the incidence of fever but has no significant effect on other complications in elderly patients after radical gastrectomy. Perioperative BTF is not an independent risk factor affecting the postoperative prognosis of elderly patients with gastric cancer.

Association between perioperative blood transfusion and length of hospital stay in patients with osteoporotic fractures.

BACKGROUND: Few studies have examined the relationship between perioperative blood transfusion (PBT) and length of hospital stay (LOS) in patients with osteoporotic fractures. This research aims to study the association between PBT and LOS. METHODS: This is a retrospective cross-sectional study from the Affiliated Kunshan Hospital of Jiangsu University, Suzhou, China, involving 2357 osteoporotic fractures (OPF) patients who received surgical treatment during hospitalization from January 2017 and March 2022. Multiple linear regression was used to analyze the relationship between PBT and LOS. In the analysis, PBT volume was the dependent variable, whereas LOS was the independent variable. Simultaneously, age, gender, body mass index, hemoglobin, primary diagnosis, American Society of Anesthesiologists, creatinine (Cr), anesthesia, surgical method, and Charlson comorbidity index were included as covariates. The generalized additive model was then used to study nonlinear associations. Two piecewise linear regression exemplary evaluated the inception results for smoothing the curve. RESULTS: Our results proved that PBT was positively correlated with LOS in the fully adjusted model (ß, 0.21; 95% CI, 0.04 to 0.37; P < 0.0001). Furthermore, a "U-shape" nonlinear relationship existed between PBT and LOS. When the concentration of PBT was between 0 and 1.5 units, it was manifested as a negative correlation between PBT and LOS. However, there was a positive association between PBT and LOS when PBT levels exceeded 1.5 units. CONCLUSIONS: This study demonstrated that PBT and LOS in the OPF population were independent with a nonlinear relationship. These results suggest that PBT may be protective for patients with long LOS. If these findings are confirmed, the LOS in OPF patients can be regulated through appropriate perioperative blood transfusion.

Comparison of transfusion rates between robotic- and video-assisted lobectomy: a propensity score matching analysis.

The objective is to compare the perioperative blood transfusion rate and postoperative complications between robot-assisted surgery and thoracoscopic surgery in lung cancer patients. This is a single-center retrospective study. Patients underwent lung cancer minimally invasive resection at Fujian Cancer Hospital from April 1, 2022, to April 30, 2023, were enrolled in this study. Patients were divided into robotic-assisted lobectomy (RAL) and video-assisted lobectomy (VAL) groups according to the surgical methods. Data, including demographics, clinic variables, and endpoint outcomes were collected from the electronic medical record. Propensity score matching (PSM) was performed to analyze the baseline data of patients. The RAL group and the VAL group were matched 1:1. Then, the blood transfusion rates and short-term outcomes of the two groups were compared. A logistic regression was performed to analyze the independent risk factors of perioperative blood transfusion. A total of 558 patients were enrolled in this study. 166 of 558 patients were divided into the RAL group, and 392 patients were into the VAL group. A total of 118 patients were selected and analyzed following propensity score matching. After PSM, there was no difference in perioperative transfusion rates, including RBC transfusion and frozen plasma transfusion, between the VAL and RAL groups (P > 0.05). The RAL group had fewer days of drainage tubes (P = 0.036). There was no difference in other short-term outcomes, including the volume of thoracic drainage, the volume of intraoperative blood loss, the length of hospitalization, and the rate of postoperative pulmonary infection (P > 0.05). Volume of intraoperative blood loss, volume of thoracic drainage, and preoperative hemoglobin were independent risk factors of perioperative red blood cell or frozen plasma transfusion; however, RAL or VAL was not. The study showed that the rates of perioperative blood transfusion were comparable between RAL and VAL. RAL is superior for patient recovery in terms of short-term outcomes.

Impact of perioperative blood transfusion on oncological outcomes in ampullary carcinoma patients underwent pancreaticoduodenectomy.

BACKGROUND: The effect of perioperative blood transfusion (PBT) on the prognosis of ampullary carcinoma (AC) is still debated. AIM: To explore the impact of PBT on short-term safety and long-term survival in AC patients who underwent pancreaticoduodenectomy. METHODS: A total of 257 patients with AC who underwent pancreaticoduodenectomy between 1998 and 2020 in the Cancer Hospital, Chinese Academy of Medical Sciences, were retrospectively analyzed. We used Cox proportional hazard regression to identify prognostic factors of overall survival (OS) and recurrence-free survival (RFS) and the Kaplan-Meier method to analyze survival information. RESULTS: A total of 144 (56%) of 257 patients received PBT. The PBT group and nonperioperative blood transfusion group showed no significant differences in demographics. Patients who received transfusion had a comparable incidence of postoperative complications with patients who did not. Univariable and multivariable Cox proportional hazard regression analyses indicated that transfusion was not an independent predictor of OS or RFS. We performed Kaplan-Meier analysis according to subgroups of T stage, and subgroup analysis indicated that PBT might be associated with worse OS (P < 0.05) but not RFS in AC of stage T1. CONCLUSION: We found that PBT might be associated with decreased OS in early AC, but more validation is needed. The reasonable use of transfusion might be helpful to improve OS.

Prognostic Implication and Survival Outcomes of Perioperative Blood Transfusion on Urological Malignancies Undergoing Radical Surgical Intervention.

Background & Objective: Background and objective: Perioperative blood transfusion (PBT) during radical urological surgeries has been associated with an increased incidence of complications. The present study analyzes the outcome of perioperative blood transfusion (PBT) and the prognostic implications after radical surgeries on patients with malignant urological tumors. Methods: Our retrospective study included 792 cases of partial or radical nephrectomy /cystectomy/prostatectomy surgeries for kidney/bladder/ prostate carcinoma from 2012 to 2022. Data on preoperative, intraoperative, and pathological parameters were evaluated. PBT was taken as a period of transfusion of allogenic RBC during/preoperative/postoperative surgeries. The effect of PBT on oncological parameters like recurrence-free survival (RFS), overall survival (OS), and cancer-free survival (CSS) was compared using univariate cox regression analysis (Odds ratio, Hazard ratio). Results: PBT was applied on 124 (20.6%) patients of nephrectomy, 54 (46.5%) patients of cystectomy, and 23 (31%) patients of prostatectomy. The baseline characteristics of the cohort study found symptomatic patients with older age and other co-morbidities to be transfusion-dependent. Also, the patients undergoing radical operations with more blood loss and advanced tumor stage were more likely to receive PBT. PBT was significantly associated with survival outcomes (P<0.05) in nephrectomy and cystectomy cases but independent of association in prostatectomy cases. Conclusion: The result of this study concludes that in nephrectomy and cystectomy operations, PBT had a significant association with cancer recurrence and mortality; however, in prostatectomy cases, no significant correlation was noted. Thus, proper criteria to prevent the unnecessary use of PBT and more defined parameters for transfusion are needed to improve postoperative survival. Autologous transfusion should be considered more frequently. However, more extensive studies and randomized trials are needed in this area.

Association Between Low Serum Albumin and Preoperative Deep Vein Thrombosis in Patients Undergoing Total Joint Arthroplasty: A Retrospective Study.

To investigate the association between albumin and preoperative deep vein thrombosis (DVT) in patients undergoing total joint arthroplasty (TJA). This study enrolled 2133 patients. We created the receiver operator characteristic curve to determine the cut-off values for preoperative albumin (bromocresol green method) and DVT in TJA patients. We divided the patients into groups based on the albumin cut-off value and then assessed the risk factors in a multivariate logistic regression analysis. DVT occurred in 110 cases. The cut-off value for albumin was 37.2 g/L and the area under the curve was 0.611. Multivariate logistic regression analysis revealed that the risk for DVT before TJA in patients with albumin <37.2 g/L was increased by 1.99 times (P = .001, 95% confidence interval [CI] [1.34-2.97]); albumin of 30 to 37.2 g/L group and the albumin < 30 g/L group increased by 1.9 times (P = .002, 95% CI [1.28-2.88]) and 3.25 times (P = .015, 95% CI [1.26-8.4]), respectively. The patients in the albumin of 30 to 37.2 g/L and the albumin < 30 g/L group had 1.6 times (P < .001, 95% CI [1.3-1.99] and 6.1 times (P < .001, 95% CI [3.46-10.75]), respectively, higher risk of perioperative transfusion. Patients older than 69.5 years had a 3.8-fold increased risk of preoperative DVT (P = .005, 95% CI [2.47-5.78]). Corticosteroid use had a 3 times higher risk of preoperative DVT (P = .013, 95% CI [1.26-7.2]). We found that albumin < 37.2 g/L, patients older than 69.5 years, and corticosteroid use were independent risk factors for preoperative DVT in TJA patients. Additionally, the lower the preoperative albumin level, the greater the odds of preoperative DVT formation, and the higher the risk of perioperative transfusion.

A novel predictive model of perioperative blood transfusion requirement in tuberculous spondylitis patients undergoing posterior decompression and instrumentation.

STUDY DESIGN: Retrospective study. PURPOSE: The aim of this study was to develop a predictive model for determining perioperative blood transfusion in tuberculous spondylitis patients undergoing posterior decompression and instrumentation. BACKGROUND: Tuberculous spondylitis is a common infection found in the spine. This condition may result in the need of surgical treatment, especially when there is a delay in diagnosis with inadequate antituberculosis drug treatment. The procedure results in high amount of bleeding on many occasions, leading to the higher rate of intraoperative transfusion. We develop a predictive model that can be used to determine blood transfusion requirement in spinal tuberculosis surgery. METHODS: We reviewed the medical records of 83 tuberculous spondylitis patients who underwent posterior decompression and instrumentation. The clinical characteristics of the patients were analyzed using bivariate and multivariate regression test. The impact and strength of these variables was assessed to predict the probability of intraoperative red blood cell transfusion presence based on unstandardized beta, standard error, receiver operating characteristic, and confluence of sensitivity and specificity curve analyses. Furthermore, validation of this newly proposed predictive scoring system was performed using a set of 45 patients. RESULTS: The factors that significantly affect the need of blood transfusion during posterior spondylitis tuberculosis surgery were BMI (p = 0.005), pre-operative Hb (p < 0.001), number of affected segments (p = 0.042), and duration of surgery (p = 0.003). Our predictive model showed good sensitivity and specificity values based on a large area under the curve (0.913) and strong Pearson's r testing (correlation coefficient of 0.752). Validation set also resulted a large area under the curve (0.905) and strong correlation coefficient of 0.713. CONCLUSION: BMI, pre-operative Hb, number of affected segments, and duration of surgery became the significant factors which correlated to the presence of red blood cell transfusion in patients undergoing posterior spondylitis tuberculosis surgery. This predictive scoring system can be used to further adjust blood matching and inventory, determine intraoperative blood management, and ensure the safety of surgery in a comprehensive manner.

Preoperative risk factors predict perioperative allogenic blood transfusion in patients undergoing primary lung cancer resections: a retrospective cohort study from a high-volume thoracic surgery center.

BACKGROUND: Our study aimed to identify preoperative predictors for perioperative allogenic blood transfusion (ABT) in patients undergoing major lung cancer resections in order to improve the perioperative management of patients at risk for ABT. METHODS: Patients admitted between 2014 and 2016 in a high-volume thoracic surgery clinic were retrospectively evaluated in a cohort study based on a control group without ABT and the ABT group requiring packed red blood cell units within 15 days postoperatively until discharge. The association of ABT with clinically established parameters (sex, preoperative anemia, liver and coagulation function, blood groups, multilobar resections) was analyzed by contingency tables, receiver operating characteristics (ROC) and logistic regression analysis, taking into account potential covariates. RESULTS: 60 out of 529 patients (11.3%) required ABT. N1 and non-T1 tumors, thoracotomy approach, multilobar resections, thoracic wall resections and Rhesus negativity were more frequent in the ABT group. In multivariable analyses, female sex, preoperative anemia, multilobar resections, as well as serum alanine-aminotransferase levels, thrombocyte counts and Rhesus negativity were identified as independent predictors of ABT, being associated with OR (95% Confidence interval, p-value) of 2.44 (1.23-4.88, p = 0.0112), 18.16 (8.73-37.78, p < 0.0001), 5.79 (2.50-13.38, p < 0.0001), 3.98 (1.73-9.16, p = 0.0012), 2.04 (1.04-4.02, p = 0.0390) and 2.84 (1.23-6.59, p = 0.0150), respectively. CONCLUSIONS: In patients undergoing major lung cancer resections, multiple independent risk factors for perioperative ABT apart from preoperative anemia and multilobar resections were identified. Assessment of these predictors might help to identify high risk patients preoperatively and to improve the strategies that reduce perioperative ABT.

Predictive modeling of perioperative blood transfusion in lumbar posterior interbody fusion using machine learning.

Background: Accurate estimation of perioperative blood transfusion risk in lumbar posterior interbody fusion is essential to reduce the number, cost, and complications associated with blood transfusions. Machine learning algorithms have the potential to outperform traditional prediction methods in predicting perioperative blood transfusion. This study aimed to construct a machine learning-based perioperative transfusion risk prediction model for lumbar posterior interbody fusion in order to improve the efficacy of surgical decision-making. Methods: We retrospectively collected clinical data on 1905 patients who underwent lumbar posterior interbody fusion surgery at the Second Hospital of Shanxi Medical University between January 2021 and March 2023. All the data was randomly divided into a training set and a validation set, and the "feature_importances" method provided by eXtreme Gradient Boosting (XGBoost) algorithm was applied to select statistically significant features on the training set to establish five machine learning prediction models. The optimal model was identified by utilizing the area under the curve (AUC) and the probability calibration curve on the validation set. Shapley additive explanations (SHAP) and local interpretable model-agnostic explanations (LIME) were employed for interpretable analysis of the optimal model. Results: In the postoperative outcomes of patients, the number of hospital days in the transfusion group was longer than that in the non-transfusion group. Additionally, the transfusion group experienced higher total hospital costs, 90-day readmission rates, and complication rates within 90 days after surgery than the non-transfusion group. A total of 9 features were selected for the models. The XGBoost model performed best with an AUC value of 0.958. The SHAP values showed that intraoperative blood loss, intraoperative fluid infusion, and number of fused segments were the top 3 most important features affecting perioperative blood transfusion in lumbar posterior interbody fusion. The LIME algorithm was used to interpret the individualized prediction. Conclusion: Surgery, ASA class, levels fused, total intraoperative blood loss, operative time, and preoperative Hb are viable predictors of perioperative blood transfusion in lumbar posterior interbody fusion. The XGBoost model has demonstrated superior predictive efficacy compared to the traditional logistic regression model, making it a more effective decision-making tool for perioperative blood transfusion.

Perioperative PBM in liver transplant patients: establishment and implementation / 中国输血杂志

【Objective】 To establish a practical and feasible blood management (PBM) model for clinical liver transplant patients, so as to optimize the perioperative blood usage and improve patient prognosis and survival rate. 【Methods】 Led by the Medical Department, a questionnaire survey Establishment and Implementation of a Blood Management Model for Organ Transplant Patients on the importance of establishing a PBM model for liver transplant patients in clinical practice was conducted among 71 staff from relevant departments such as the Anesthesiology Department, Hepatobiliary Department, Blood Transfusion Department, and ICU Medical Department. After statistical analysis, the important items of PBM for liver transplant patients were determined, and a (trial) plan was organized by the Medical Department and training was conducted by Blood Transfusion Department for medical staff training from departments as Anesthesiology, Hepatobiliary and Pancreatology, and ICU; PBM measures for liver transplant patients before, during and after surgery were determined by the Anesthesiology Department, Hepatobiliary and Pancreatic Department, and ICU; PBM was fully implemented in the experimental group with liver transplant patients in our hospital in 2021 as subjects; 30 cases of liver transplantation performed in our hospital in 2020 were selected as the control group, and the general data, preoperative laboratory examination results, and preoperative, intraoperative, and postoperative blood transfusion of the two groups of patients were compared. 【Results】 Compared with the control group, the experimental group did not receive any blood component transfusion before surgery. Intraoperative blood transfusion volume of allogeneic components: red blood cells(U) were 12.75(8.75, 18.63) vs 15.25(8.38, 26.13)(P>0.05), apheresis platelet (treatment volume) was 0(0, 2) vs 1(0, 4.25)(P>0.05), plasma(U) was 2 300(1 550, 3 763) vs 3 650(2 075, 5 400)(P0.05), platelets were not transfused, plasma(U) was 0(0, 0) vs 0(0, 600)(P>0.05), and cryoprecipitates were not transfused. 【Conclusion】 The establishment of PBM model for liver transplant patients and the application of its management measures before, during and after transplantation significantly reduced the intraoperative blood transfusion volume and improved the prognosis of patients after transplantation.

Impact of perioperative blood transfusion on long-term survival in patients with different stages of perihilar cholangiocarcinoma treated with curative resection: A multicentre propensity score matching study.

Background & aim: The association of perioperative blood transfusion (PBT) with long-term survival in perihilar cholangiocarcinoma (pCCA) patients after surgical resection with curative intent is controversial and may differ among different stages of the disease. This study aimed to investigate the impact of PBT on long-term survival of patients with different stages of pCCA. Methods: Consecutive pCCA patients from three hospitals treated with curative resection from 2012 to 2019 were enrolled and divided into the PBT and non-PBT groups. Propensity score matching (PSM) was used to balance differences in baseline characteristics between the PBT and non-PBT groups. Kaplan-Meier curves and log-rank test were used to compare overall survival (OS) and recurrence-free survival (RFS) between patients with all tumor stages, early stage (8th AJCC stage I), and non-early stage (8th AJCC stage II-IV) pCCA in the PBT and non-PBT groups. Cox regression analysis was used to determine the impact of PBT on OS and RFS of these patients. Results: 302 pCCA patients treated with curative resection were enrolled into this study. Before PSM, 68 patients (22 patients in the PBT group) were in the early stage and 234 patients (108 patients in the PBT group) were in the non-early stage. Patients with early stage pCCA in the PBT group had significantly lower OS and RFS rates than those in the non-PBT group. However, there were with no significant differences between the 2 groups with all tumor stages and non-early stage pCCA. After PSM, there were 18 matched pairs of patients with early stage and 72 matched pairs of patients with non-early stage. Similar results were obtained in the pre- and post-PSM cohorts: patients with early stage pCCA in the PBT group showed significantly lower OS and RFS rates than those in the non-PBT group, but there were no significant differences between the 2 groups for patients with all tumor stages and non-early stage pCCA. Cox regression analysis demonstrated that PBT was independently associated with worse OS and RFS for patients with early stage pCCA. Conclusions: PBT had a negative impact on long-term survival in patients with early stage pCCA after curative resection, but not in patients with non-early stage pCCA.

A nationwide study of blood transfusion in hip fracture patients : linked analysis from the Scottish Hip Fracture Audit and the Scottish National Blood Transfusion Service.

AIMS: The aim of this study was to examine perioperative blood transfusion practice, and associations with clinical outcomes, in a national cohort of hip fracture patients. METHODS: A retrospective cohort study was undertaken using linked data from the Scottish Hip Fracture Audit and the Scottish National Blood Transfusion Service between May 2016 and December 2020. All patients aged ≥ 50 years admitted to a Scottish hospital with a hip fracture were included. Assessment of the factors independently associated with red blood cell transfusion (RBCT) during admission was performed, alongside determination of the association between RBCT and hip fracture outcomes. RESULTS: A total of 23,266 individual patient records from 18 hospitals were included. The overall rate of blood transfusion during admission was 28.7% (n = 6,685). There was inter-hospital variation in transfusion rate, ranging from 16.6% to 37.4%. Independent perioperative factors significantly associated with RBCT included older age (90 to 94 years, odds ratio (OR) 3.04 (95% confidence interval (CI) 2.28 to 4.04); p < 0.001), intramedullary fixation (OR 7.15 (95% CI 6.50 to 7.86); p < 0.001), and sliding hip screw constructs (OR 2.34 (95% CI 2.19 to 2.50); p < 0.001). Blood transfusion during admission was significantly associated with higher rates of 30-day mortality (OR 1.35 (95% CI 1.19 to 1.53); p < 0.001) and 60-day mortality (OR 1.54 (95% CI 1.43 to 1.67); p < 0.001), as well as delays to postoperative mobilization, higher likelihood of not returning to their home, and longer length of stay. CONCLUSION: Blood transfusion after hip fracture was common, although practice varied nationally. RBCT is associated with adverse outcomes, which is most likely a reflection of perioperative anaemia, rather than any causal effect. Use of RBCT does not appear to reverse this effect, highlighting the importance of perioperative blood loss reduction.Cite this article: Bone Joint J 2022;104-B(11):1266-1272.

Perioperative red blood cell transfusion is associated with poor functional outcome and overall survival in patients with newly diagnosed glioblastoma.

The influence of perioperative red blood cell (RBC) transfusion on prognosis of glioblastoma patients continues to be inconclusive. The aim of the present study was to evaluate the association between perioperative blood transfusion (PBT) and overall survival (OS) in patients with newly diagnosed glioblastoma. Between 2013 and 2018, 240 patients with newly diagnosed glioblastoma underwent surgical resection of intracerebral mass lesion at the authors' institution. PBT was defined as the transfusion of RBC within 5 days from the day of surgery. The impact of PBT on overall survival was assessed using Kaplan-Meier analysis and multivariate regression analysis. Seventeen out of 240 patients (7%) with newly diagnosed glioblastoma received PBT. The overall median number of blood units transfused was 2 (95% CI 1-6). Patients who received PBT achieved a poorer median OS compared to patients without PBT (7 versus 18 months; p < 0.0001). Multivariate analysis identified "age > 65 years" (p < 0.0001, OR 6.4, 95% CI 3.3-12.3), "STR" (p = 0.001, OR 3.2, 95% CI 1.6-6.1), "unmethylated MGMT status" (p < 0.001, OR 3.3, 95% CI 1.7-6.4), and "perioperative RBC transfusion" (p = 0.01, OR 6.0, 95% CI 1.5-23.4) as significantly and independently associated with 1-year mortality. Perioperative RBC transfusion compromises survival in patients with glioblastoma indicating the need to minimize the use of transfusions at the time of surgery. Obeying evidence-based transfusion guidelines provides an opportunity to reduce transfusion rates in this population with a potentially positive effect on survival.

The factors that affect blood loss in intertrochanteric fractures treated with proximal femoral nail in the elderly.

PURPOSE: Intertrochanteric femur fractures (IFF) is one of the biggest health problems in elderly population and mostly treated by proximal femoral nails. Although it is done in less invasive technique this method can cause higher blood loss than expected and subsequent allogenic blood transfusions. In this study, we aimed to investigate the factors that were related to the blood loss in proximal femoral nail fixation of IFF including patients' ongoing anticoagulant treatments. METHODS: 231 consecutive patients with IFF who treated with proximal femoral nail anti-rotation between January 2017 and December 2019 were included the study. The factors that can affect the blood loss determined as patients demographics, time from injury to operation, duration of operation, the American Society of Anesthesiologists (ASA) scores, preoperative anticoagulant medications. Hematocrit and hemoglobin were obtained on admission day, postoperative day one and postoperative day 3. Total blood loss and allogenic blood transfusions assessed. RESULTS: Higher BMI is found related to higher blood loss. The patients who were operated in the first two days after admission had lower blood loss levels independent from anticoagulant use (p = 0.027). Preoperative Hct was higher in patients who did not need RBCs in the perioperative period (p = 0.039). According to the AO classification, A2.1 fractures had lower blood loss levels. CONCLUSION: This study demonstrated that ongoing anticoagulant treatments of intertrochanteric fracture patients did not increase the perioperative blood loss. The factors affecting blood loss in the proximal femoral nail fixation were BMI, the time to surgery, and fracture type in the elderly.

Analysis of perioperative blood transfusion and the influencing factors of mass-transfusion in patients underwent heart transplantation / 中国输血杂志

【Objective】 To provide references for clinical prediction of blood preparation and blood consumption, as well as the influencing factors of mass-transfusion by analyzing the perioperative blood transfusion in patients underwent heart transplantation. 【Methods】 The blood transfusions of 44 patients with heart transplantation completed in the Department of Cardiac Surgery of our hospital from March 2014 to January 2022 were retrospectively collected. Patient information included age, gender, preoperative diagnosis, relevant medical history, history of cardiac surgery, and history of antithrombotic medication. The risk factors of perioperative red blood cell transfusion in patients with heart transplantation were analyzed by univariate analysis method and multivariate logistic regression method. 【Results】 All 44(100%) heart transplant patients received blood components: the average transfusion units of red blood cells was 3.75(0, 7.5) U (72.73%), plasma 1 140 (597.5, 1782.5) mL (97.73%), cryoprecipitate 10(9.5±10) U(88.64%), platelets 1(1, 1.25) therapeutic amount (86.36%). The rate of massive transfusion of red blood cells was 45.45% (20/44). The univariate analysis found that there were significant differences in preoperative use of antithrombotic drugs, blood loss, and cardiopulmonary bypass time between the red blood cell transfusion group≤4 U (n=24) and the red blood cell transfusion group >4 U (n=20) (P<0.05). Multivariate Logistic regression analysis showed that preoperative antithrombotic drug treatment (n=15) was OR 5.900, 95%CI 1.313~26.521(P<0.05) and cardiopulmonary bypass time was OR 1.024, 95%CI 1.000~1.049(P<0.05). 【Conclusion】 The perioperative transfusion rate of blood components in cardiac transplant patients was high. The preoperative use of antithrombotic drugs, and prolonged cardiopulmonary bypass are risk factors for massive red blood cell transfusion.

Effect of Blood Transfusion on Short- and Long-Term Outcomes in Oral Squamous Cell Carcinoma Patients Undergoing Free Flap Reconstruction.

Purpose: To analyze the short- and long-term effect of perioperative blood transfusion (PBT) in patients undergoing surgical treatment for oral squamous cell carcinoma (SCC). Methods: Patients undergoing free flap reconstruction were retrospectively enrolled and divided into two groups based on the implementation of PBT. Flap revision, surgical site infection (SSI), flap failure, overall survival (OS), and disease-specific survival (DSS) were compared between the two groups. Results: In 170 patients with PBT, 10 (5.9%) flaps required exploration revision, SSI occurred in 18 (10.6%) patients, and flap necrosis was noted in 6 (3.5%) patients. These rates were comparable to those in patients without PBT. The two groups had similar DSS rates, but the 5-year OS rates were 49 and 59% in patients with PBT and without PBT, respectively. This difference was significant. Patients with 4 units of PBT had OS rates comparable to those of patients with >4 units of PBT. A Cox model confirmed the fact that the decrease in OS was independent of PBT. Conclusion: In patients with free flap reconstruction for oral SCC, PBT did not increase the short-term complication rate or cancer-linked mortality. However, it was related to an elevated overall risk of death.

Real-world results of the implementation of preoperative anaemia clinic with intravenous iron therapy for treating iron-deficiency anaemia: a propensity-matched case-control study.

BACKGROUND: Preoperative anaemia is associated with blood transfusion and longer hospital length of stay. Preoperative iron deficiency anaemia (IDA) can be treated with oral or intravenous (IV) iron. IV iron can raise haemoglobin faster compared with oral iron. However, its ability to reduce blood transfusion and length of stay in clinical trials is inconclusive. This study aims to compare blood transfusion and hospital length of stay between anemic patients who received preoperative IV iron versus standard care, after implementation of a protocol in 2017 to screen patients for preoperative IDA, and its treatment with IV iron. METHODS: Retrospective before-after cohort study comparing 89 patients who received IV iron preoperatively in 2017, with historic patients who received oral iron therapy (selected by propensity score matching (PSM) from historic cohort of 7,542 patients who underwent surgery in 2016). Propensity score was calculated using ASA status, age, gender, surgical discipline, surgical risk and preoperative haemoglobin concentration. Both 1:1 and 1:2 matching were performed as sensitivity analysis. RESULTS: After PSM, there was no statistically significant difference in distribution of preoperative clinical variables. There was no significant difference in proportion of cases requiring transfusion nor a difference in average units transfused per patient. IV iron cohort stayed in hospital on average 8.0 days compared to non-IV iron cohort 14.1-15.1 days (P=0.006, P=0.013 respectively). Average time from IV iron therapy to surgery was 10.5 days. CONCLUSIONS: Preoperative IV iron therapy for patients with IDA undergoing elective surgery may not reduce perioperative blood transfusion, but this could be due to the short time between therapy and surgery. Implementation of IV iron therapy may reduce hospital length of stay compared to standard care for anemic patients, although this may be enhanced by concomitant improvement in perioperative care.

Influencing factors of perioperative red blood cell transfusion in patients underwent lung transplantation / 中国输血杂志

【Objective】 To explore the influencing factors of perioperative red blood cell transfusion in patients underwent lung transplantation, so as to provide reference for perioperative blood management (PBM) of lung transplantation patients. 【Methods】 The clinical data of 173 lung transplant patients completed in China-Japan Friendship Hospital from March 2017 to June 2019 were retrospectively analyzed. The patients were divided into two groups according to perioperative red blood cell transfusion volume: large blood transfusion group (transfusion red blood cell volume ≥6 U, n=66) and non-large blood transfusion group (red blood cell transfusion volume <6 U, n=107). The basic information, preoperative laboratory test results, and surgical status of the two groups were statistically analyzed.The clinical data of the two groups were analyzed by univariate analysis. The factors of P<0.15 were included in the binary logistic regression analysis, and the independent influencing factors of perioperative massive blood transfusion in patients with lung transplantation were found. 【Results】 Univariate analysis of clinical data of the two groups of patients (large blood transfusion group vs. non-large blood transfusion group) showed that the differences of smoking history ratio [44(66.7%) vs 87(81.3%)], BMI(20.8±4.5 vs 22.5±4.0)(P<0.05), preoperative Hb [124(111, 138.8) vs 138(126, 149)], preoperative Hct [37.9(34.8, 42.5) vs 41.3(37.9, 44.6)], surgery duration(327.9±107.7 vs 238.4±77.0), intraoperative blood loss(1 108.6±1342.0 vs 341.8±270.8) and single lung transplantation [28(42.4%) vs 84(78.5%)] (P<0.01) were statistically significant. Logistic regression analysis showed that intraoperative blood loss (OR=1.001, P<0.05), surgery duration (OR=1.006, P<0.05), preoperative Hb (OR=0.973, P<0.01), lung transplantation type(single or double lung transplantation)( OR=0.247, P<0.05) and extracorporeal membrane oxygenation (ECMO) (OR=0.187, P<0.01) were independent factors influencing red blood cell transfusion during lung transplantation. 【Conclusion】 Intraoperative blood loss and surgery duration are risk factors for massive blood transfusion during the perioperative period. And the use of ECMO, preoperative Hb, single lung transplantation (compared to double lung transplantation) are protective factors for perioperative massive blood transfusion.