Preoperative Hemoglobin Levels Research Articles

Risk factors for blood transfusion and postoperative anaemia following total knee arthroplasty.

Blood transfusion and postoperative anaemia are complications of total knee arthroplasty (TKA) that are associated with substantial healthcare costs, morbidity, and mortality. There are few data from large datasets on the risk factors for these complications. We retrospectively reviewed the records of TKA patients from a single tertiary care institution from February 2016 to December 2020. There were a total of 14,901 patients in this cohort with a mean age of 67.9 years (SD 9.2), and 5,575 patients (37.4%) were male. Outcomes included perioperative blood transfusion and postoperative anaemia, defined a priori as haemoglobin level < 10 g/dl measured on the first day postoperatively. In order to establish a preoperative haemoglobin cutoff, we investigated a preoperative haemoglobin level that would limit transfusion likelihood to ≤ 1% (13 g/dl) and postoperative anaemia likelihood to 4.1%. Risk factors were assessed through multivariable Poisson regression modelling with robust error variance. In multivariable analyses, each gram of tranexamic acid reduced transfusion likelihood by 39% (adjusted risk ratio (ARR) 0.61 (95% confidence interval (CI) 0.47 to 0.78)). Risk factors associated with an increased risk of transfusion included operating time (ARR 2.07 (95% CI 1.54 to 2.77)) and drain use (ARR 1.73 (95% CI 1.34 to 2.24)). In this study, we found that increased tranexamic acid dosing, decreased operating time, and decreased drain use may reduce transfusions following TKA. We also established a single preoperative haemoglobin cutoff of 13 g/dl that could help minimize transfusions and reduce postoperative complete blood counts.

Risk Factors for Postoperative Morbidity, Suture Insufficiency, Re-Surgery and Mortality in Patients with Gastroduodenal Perforation.

(1) Background: The aim of the present study was to identify risk factors associated with postoperative morbidity, suture/anastomotic insufficiency, re-surgery, and mortality in patients undergoing surgery for gastroduodenal perforation. (2) Methods: A retrospective analysis of 273 adult patients who received surgical treatment for gastroduodenal perforation from January 2006 to June 2021 at the University Hospital Erlangen was performed. The patient demographics and preoperative, intraoperative, and postoperative parameters were collected and compared among the different outcome groups (in-hospital morbidity, suture/anastomotic insufficiency, re-surgery, and 90-day mortality). (3) Results: In-hospital morbidity, suture/anastomotic insufficiency, need for re-surgery, and 90-day mortality occurred in 71%, 10%, 26%, and 25% of patients, respectively. The independent risk factors for morbidity were a significantly reduced general condition, a lower preoperative hemoglobin level, and a higher preoperative creatinine level. The independent risk factors for suture/anastomotic insufficiency could be identified as an intake of preoperative steroids and a perforation localization in the proximal stomach or duodenum. The four parameters were independent risk factors for the need for re-surgery: a significantly reduced general condition, a perforation localization in the proximal stomach, a higher preoperative creatinine level, and a higher preoperative CRP level. An age over 66 years and a higher preoperative CRP level were independent risk factors for 90-day mortality. (4) Conclusions: Our study could identify relevant risk factors for the postoperative outcome of patients undergoing surgical treatment for gastroduodenal perforation. Patients exhibiting the identified risk factors should receive heightened attention in the postoperative period and may potentially benefit from personalized and tailored therapy.

A clinical prediction model for predicting the surgical site infection after an open reduction and internal fixation procedure considering the NHSN/SIR risk model: a multicenter case-control study.

Surgical site infection (SSI) is one of the most common surgical-related complications worldwide, particularly in developing countries. SSI is responsible for mortality, long hospitalization period, and a high economic burden. This hospital-based case-control study was conducted in six educational hospitals in Tehran, Iran. A total of 244 patients at the age of 18-85 years who had undergone open reduction and internal fixation (ORIF) surgery were included in this study. Among the 244 patients, 122 patients who developed SSIs were selected to be compared with 122 non-infected patients used as controls. At the second stage, all patients (n = 350) who underwent ORIF surgery in a hospital were selected for an estimation of the standardized infection ratio (SIR). A logistic regression model was used for predicting the most important factors associated with the occurrence of SSIs. Finally, the performance of the ORIF prediction model was evaluated using discrimination and calibration indices. Data were analyzed using R.3.6.2 and STATA.14 software. Klebsiella (14.75%) was the most frequently detected bacterium in SSIs following ORIF surgery. The results revealed that the most important factors associated with SSI following an ORIF procedure were found to be elder age, elective surgery, prolonged operation time, American Society of Anesthesiologists score of ≥2, class 3 and 4 wound, and preoperative blood glucose levels of >200 mg/dl; while preoperative higher hemoglobin level (g/dl) was found to be a protective factor. The evidence for the interaction effect between age and gender, body mass index and gender, and age and elective surgery were also observed. After assessing the internal validity of the model, the overall performance of the models was found to be good with an area under the curve of 95%. The SIR of SSI for ORIF surgery in the selected hospital was 0.66 among the patients aged 18-85 years old. New risk prediction models can help in detecting high-risk patients and monitoring the infection rate in hospitals based on their infection prevention and control programs. Physicians using prediction models can identify high-risk patients with these factors prior to ORIF procedure.

Impact of preoperative red blood cell transfusion on long-term mortality of liver transplantation: A retrospective cohort study.

Preoperative red blood cell (RBC) transfusion can induce immune modulation and alloimmunization; however, few studies have investigated the effect of preoperative transfusion and hemoglobin levels that need to be corrected before surgery, especially in critically ill patients such as those with end-stage liver disease who undergo liver transplantation (LT). This study aimed to investigate the effects of preoperative RBC transfusion on long-term mortality in LT recipients. A total of 249 patients who underwent LT at a single center between January 2012 and December 2021 were included in this study. The patients were divided into 2 groups: preoperative transfusion and preoperative non-transfusion. Since the baseline characteristics were significantly different between the 2 groups, we performed propensity score matching, including factors such as the Model for End-Stage Liver Disease score and intraoperative RBC transfusion, to exclude possible biases that could affect prognosis. We analyzed the 5-year mortality rate as the primary outcome. The preoperative transfusion group showed a 4.84-fold higher hazard ratio than that in the preoperative non-transfusion group. There were no differences in 30-day mortality, duration of intensive care unit stay, or graft rejection rate between the 2 groups. Preoperative transfusion could influence long-term mortality in LT, and clinicians should pay attention to RBC transfusion before LT unless the patient is hemodynamically unstable. A large-scale randomized controlled trial is needed to determine the possible mechanisms related to preoperative RBC transfusion, long-term mortality, and the level of anemia that should be corrected before surgery.

Aquablation in Patients on Antithrombotics: Assessment of Safety, Postoperative Bleeding Rates and Clinical Outcomes

To analyze the impact of perioperative antithrombotic use on the bleeding outcomes following Aquablation. One hundred sixteen men with who underwent Aquablation as part of the WATER prospective trial (NCT02505919) were assigned to 2 groups based on perioperative antithrombotic status. Antithrombotic cessation and restart timing were based on the surgeon's discretion. Methods of achieving intraoperative hemostasis consisted of no-cautery balloon tamponade or cautery. Primary endpoints included immediate postoperative hematuria rates and changes in hemoglobin. Secondary endpoints included 90-day bleeding complications and nonbleeding postoperative adverse events. Forty-one men took antithrombotic medications in the perioperative period while 75 men had no antithrombotic medication. Preoperative hemoglobin levels were comparable between both groups. Postoperative hemoglobin change from baseline (drop of 1.8±1.5g/dL among the antithrombotic group vs 1.8±1.7g/dL among the antithrombotic-naïve group) did not differ between both groups (P=.896). In total, 4 (9.8%) men in the antithrombotic group and 4 (5.3%) patients in the antithrombotic-naïve group experienced a Clavien-Dindo grade 1 complication (P=.451) in the 3-month postoperative period. Eight (19.5%) patients in the antithrombotic group and 11 (14.7%) patients in the antithrombotic-naïve group experienced a Clavien-Dindo grade 2 complication (P=.601), none of which is associated with bleeding in both groups. No men in either group demonstrated de novo erectile dysfunction. One patient (2.4%) in the antithrombotic group and none in the antithrombotic-naïve group required blood products (P=.353). Aquablation demonstrates comparable postoperative bleeding outcomes and other adverse effects for men with benign prostatic hypertrophy who are on antithrombotic therapy.

Post-operative transfusion is associated with infrainguinal bypass graft failure: contemporary Australian tertiary centre experience.

Peripheral arterial disease (PAD) is an increasingly prevalent and highly morbid pathology affecting the older population. Infra-inguinal bypass (IIB) surgery remains a robust revascularization option in these patients. This study aimed to identify modifiable predictors associated with graft patency and functional outcomes in contemporary Australian vascular surgical practice. A retrospective analysis of patients undergoing IIB between 2010 and 2020 at a tertiary vascular surgery centre in Australia was performed. Data regarding patient demographics, co-morbidities, pre-operative investigations, bypass characteristics, and discharge outcomes were collected. Surveillance ultrasound scans were reviewed to gain information on graft patency and compliance up to 2 years post-operatively. The primary outcome was graft failure. Secondary outcomes were mobility status and amputation-free survival at 1 year. A total of 239 IIBs were performed on 207 patients during the 10-year period. Significant predictors for primary graft occlusion included regional referral (P < 0.01), low pre-operative haemoglobin level (P < 0.01), post-operative transfusion requirement (P = 0.02), use of prosthetic conduit (P < 0.01) and non-compliance to ultrasound surveillance (P < 0.01). Patients with a thrombosed graft were 2.4 times more likely to experience deterioration in mobility status (P < 0.01) and 8.6 times more likely to have major limb amputation or death at 1 year. The amputation-free survival was 88.3% at 1 year. Optimization of pre-operative haemoglobin level for IIB should be advocated in clinical practice in order to reduce the risk of graft failure, deterioration in ambulatory function, major limb amputation and mortality.

Clinical efficacy and safety analysis of different treatment options for Cervical pregnancy

Objective To compare the efficacy and safety of different treatment options for cervical pregnancy (CP). Materials and methods A total of 74 patients diagnosed with CP at Hunan Provincial Maternal and Child Health Care Hospital between January 2016 and September 2022 were retrospectively analyzed. Among them, 31 were treated with uterine artery embolization (UAE) followed by hysteroscopic curettage, 34 were treated with hysteroscopic curettage alone, and nine were treated with high-intensity focused ultrasound (HIFU) followed by hysteroscopic curettage. Medical records and pregnancy outcomes were analyzed. Results There were no significant differences in age, gravidity, parity, abortion, or preoperative hemoglobin levels among the patients in the three groups; however, significant differences in gestational age, gestational sac diameter, preoperative β-hCG, and presence of cardiac pulsation were observed (p < 0.05). After treatment, there was no conversion to laparotomy, and the uterus was preserved in all patients. Significant differences in blood loss during curettage, hospitalization costs, hospital days, menstrual recovery interval, β-hCG decline rates, retained products of conception, and intrauterine adhesions rate among the three groups were observed (p < 0.05). There were no significant differences in the placement of the uterine Foley balloon, effective curettage rate, pre-and postoperative hemoglobin decline, live birth rate, or proportion of subsequent pregnancies among the three groups. Conclusion Our results showed that hysteroscopic curettage, HIFU, and UAE followed by hysteroscopic curettage are safe and effective for treating patients with CP. Compared with the UAE, HIFU has the advantages of lower hospitalization costs, shorter hospital stays, and shorter menstrual recovery intervals.

Preoperative hemoglobin levels and mortality outcomes after hip fracture patients

PurposeHip fracture surgery is associated with a risk of morbidity and mortality, with admission hemoglobin levels being a significant predictor of mortality risk. The aim of this study is to evaluate the relationship between the preoperative hemoglobin (Hb) levels and mortality in patients who underwent hip fracture surgeries, with the goal of enhancing prognosis prediction and reducing complications within this patient subset. In addition, to assess the characteristics of patients at a higher risk of postoperative mortality.MethodsThis retrospective study was conducted at Jordan University Hospital, a single tertiary care and educational center. It included patients with hip fractures who underwent surgical repair at the Department of Orthopedic Surgery and were recruited between December 2019 and February 2022. We examined the relationships between preoperative hemoglobin status and variables such as age at admission, gender, fracture type, surgery type, comorbidities, duration of hospital stay, intensive care unit (ICU) admission, and survival outcomes.ResultsWe included 626 patients; the mean age was 76.27 ± 9.57 years. 3-month and 6-month mortality rates were 11.2% and 14.1%, respectively. The highest mortality was observed in patients aged over 80 years (n = 53/245, 21.6%), and in male patients (n = 53/300, 17.7%). The Hb level upon admission was lower in individuals who died within 6 months compared to those who survived (10.97 ± 2.02 vs. 11.99 ± 2.39, p < 0.001). In multivariate analysis, the independent factors that were statistically significant in the model included gender (OR = 1.867; 95% CI 1.122–3.107, p = 0.016), age (OR = 1.060; 95% CI 1.029–1.092; p < 0.001), hemoglobin level upon admission (OR = 0.827; 95% CI 0.721–0.949; p = 0.007), history of renal disease (OR = 1.958; 95% CI 1.014–3.784; p = 0.045), length of hospital stay (OR = 1.080; 95% CI 1.036–1.126; p < 0.001), and ICU admission (OR = 1.848; 95% CI 1.049–3.257; p = 0.034).ConclusionOur study illustrates that low hemoglobin levels, history of renal disease, along with male gender, advanced age, extended hospital stays, and ICU admission were significantly associated with 6-month mortality. Future investigations should consider assessing varying degrees of anemia based on hemoglobin concentrations to provide a more comprehensive understanding of anemia’s impact on mortality.Mini-abstractThis study investigated the relationship between preoperative hemoglobin levels, patient characteristics, and mortality in patients who underwent hip fracture surgeries. The results showed that lower hemoglobin levels, history of renal disease, male gender, advanced age, extended hospital stays, and ICU admission were significant predictors for mortality.

Use of Tranexamic Acid in Aesthetic Surgery: A Retrospective Comparative Study of Outcomes and Complications.

Bleeding is a potential complication of aesthetic surgery. Surgeons have adhered to the principle of minimizing blood loss. Tranexamic acid (TXA) is an antifibrinolytic medication capable of reducing bleeding. This study aimed to investigate TXA and its effect on complications and overall outcomes in aesthetic surgery patients. This retrospective chart review of patients undergoing various aesthetic procedures between 2019 and 2022 was conducted in Riyadh, Saudi Arabia. Preoperative and postoperative hemoglobin levels, blood transfusions, and complications were the primary outcomes. Furthermore, the predictors of giving TXA were studied. In total, 435 patients were included in the study. TXA was administered to 181 patients (41.6%). Significantly higher proportions of patients who received TXA underwent trunk aesthetic surgery (P < 0.001), and those who received TXA underwent combined procedures more frequently than non-users (P < 0.001). The mean operative time and length of hospital stay were significantly longer among patients who did not receive TXA (P < 0.001, and P < 0.001, respectively). Most predictors for using TXA were significantly associated with performing liposuction (OR = 5.5), trunk aesthetic surgery (OR = 4.9), and undergoing combined procedures (OR = 2.7). No significant difference was noted in the rate of complications between the two cohorts. Although our data show improvement in patient outcomes in multiple aspects, the heterogeneity of our cohort makes us unable to draw definite conclusions to recommend the use of TXA in aesthetic surgery. Thus, a randomized controlled trial is necessary to support the findings of this study.

151. INFLUENCE OF PERIOPERATIVE ANEMIA ON MORBIDITY AND MORTALITY OUTCOMES AFTER RADICAL ESOPHAGECTOMY

Abstract Objectives Methods Retrospective and analytical study of patients who underwent radical esophagectomy for esophageal cancer performed in our institution from 2015 to 2021. Several parameters related to anemia were measured: hemoglobin, ferritin, transferrin saturation and iron blood levels, as well as the need for perioperative blood transfusion. We analyzed, on the one hand, the incidence of complications in the immediate postoperative period. On the other hand, we assessed the results of overall survival and disease-free survival in relation to tumor disease. Results A total of 137 patients treated for esophageal neoplasia were included. The interventions performed were McKeown/Ivor-Lewis esophagectomy. Up to 106 (77,4%) patients received neoadjuvant therapy. Patients who required transfusion in the perioperative period (35 patients; 26%) had a significantly lower mean survival (33 vs. 53 months). In addition, they presented higher rates of postoperative complications as well as a lower 5-year overall survival (Log Rank; p = 0.004). Patients with preoperative hemoglobin levels below 12 g/dL had a significantly higher recurrence rate (21% vs. 7%; p &amp;lt; 0.05). The anemic status was improved after the implementation of a multimodal prehabilitation protocol (12.1 g/dL versus 13 g/dL). Conclusions Radical esophagectomy is associated with high morbidity and mortality. Minimally invasive surgery has improved intra and postoperative outcomes. Despite this, the risk of intraoperative bleeding is not negligible. Therefore, it is essential for the patient to be in an optimal clinical and analytical status. Multimodal prehabilitation could improve this status and the postoperative recovery. Studies with a larger number of patients and a longer follow-up will be necessary to evaluate the impact of this strategy.

Determining sex-specific preoperative haemoglobin levels associated with intraoperative red blood cell transfusion in cardiac surgery: a retrospective cohort study

BackgroundAnaemic cardiac surgery patients are at greater risk of intraoperative red blood cell transfusion. This study questions the application of the World Health Organization population-based anaemia thresholds (haemoglobin <120 g L−1 in non-pregnant females and <130 g L−1 in males) as appropriate preoperative optimisation targets for cardiac surgery. MethodsA retrospective cohort study was conducted on adults ≥18 yr old undergoing cardiopulmonary bypass surgery. Logistic regression was applied to define sex-specific preoperative haemoglobin concentrations with reduced probability of intraoperative red blood cell transfusion for cardiac surgery patients. ResultsData on 4384 male and 1676 female patients were analysed. Binarily stratified multivariable logistic regression odds of receiving intraoperative red blood cell transfusion increased in cardiac surgery patients >45 yr old (odds ratio [OR] 1.84; 95% confidence interval [CI] 1.33–2.55), surgery urgency <30 days (OR 2.03; 95% CI 1.66–2.48), combined coronary artery bypass grafting and valve surgery, or other surgery types (OR 2.24; 95% CI 1.87–2.67), and female sex (OR 1.92; 95% CI 1.62–2.28). The odds decreased by 8.4% with each 1 g L−1 increase in preoperative haemoglobin (OR 0.92; 95% CI 0.91–0.92). Logistic regression predicted females required a preoperative haemoglobin concentration of 133 g L−1 and males 127 g L−1 to have a 15% probability of intraoperative transfusion. ConclusionsThe World Health Organization female anaemia threshold of haemoglobin <120 g L−1 disproportionately disadvantages female cardiac surgery patients. A preoperative haemoglobin concentration ≥130 g L−1 in adult cardiac surgery patients would minimise their overall probability of intraoperative red blood cell transfusion to <15%.

Evaluating the Efficacy of Water-Soluble Bone Wax (Tableau Wax) in Reducing Blood Loss in Spinal Fusion Surgery: A Randomized, Controlled, Pilot Study.

Background and Objectives: Lumbar decompression with fusion surgery is an effective treatment for spinal stenosis, but critical postoperative hematoma is a concern. Bone wax has been widely used to control bone bleeding but it has some drawbacks. This study aimed to evaluate the efficacy of Tableau wax, a bioabsorbable hemostatic material, in patients undergoing spinal fusion surgery through a pilot study design. Materials and Methods: A total of 31 patients were enrolled in this single-surgeon, single-institution study. The participants underwent transforaminal lumbar interbody fusion surgery and were randomly assigned to the control group (Bone wax) or test group (Tableau wax). Demographic data, pre- and post-operative hemoglobin levels, blood loss volume, surgical time, Oswestry Disability Index, and EQ-5D scores were recorded. Results: The study showed no significant difference in preoperative and postoperative hemoglobin levels, Oswestry Disability Index, and EQ-5D scores between the groups. However, the Tableau wax group had a significantly lower reduction in hemoglobin levels (1.3 ± 1.0 g/dL) and blood loss (438.2 mL) compared to the Bone wax group (2.2 ± 0.9 g/dL and 663.1 mL, respectively; p = 0.018 and p = 0.022).

Does epinephrine use reduce perioperative blood loss during pelvic and femoral osteotomy with open reduction of the patients with developmental dysplasia of the hip?

In this study, we aimed to investigate whether the use of epinephrine solution-impregnated gauzes and irrigation fluid with epinephrine could reduce perioperative blood loss during the combined surgical treatment of developmental dysplasia of the hip (DDH) patients. Between January 2018 and June 2023, a total of 68 pediatric patients (8 males, 60 females; mean age: 32.4±13.2 months; range, 18 to 98 months) who underwent combined surgery for DDH were retrospectively analyzed. The patients were divided into two groups as those who used topical epinephrine in the surgical sites during combined surgical treatment (n=34) and those who did not (n=34). Demographic and clinical characteristics and pre-, intra-, and postoperative data were recorded. To avoid transfusion complications, blood transfusion was performed in only symptomatic patients in the postoperative period. Age, sex, weight, and surgical duration were similar between the two groups (p>0.05). No statistically significant difference was found between the groups in terms of preoperative hemoglobin and hematocrit levels (p>0.05) There were statistically significantly differences between the groups in terms of postoperative hemoglobin and hematocrit levels, perioperative amount of blood loss, and postoperative length of hospital stay (p<0.001). No significant difference was found between the groups in terms of intraoperative hemodynamic parameters (p>0.05). The differences in perioperative and estimated intraoperative blood loss amounts and length of hospital stay were statistically significant between the groups (p<0.001). There was a significant relationship between the groups in terms of perioperative and estimated intraoperative blood loss, and transfusion of blood products (p<0.01). Blood transfusion was administered to five patients in the no epinephrine group. No local complications were observed in any group; however, one patient had transfusion-related fever and one patient had allergic skin lesions in the no epinephrine group. The intraoperative topical use of epinephrine irrigation solution and epinephrine solution-impregnated gauze dressings is effective and safe in reducing blood loss in DDH patients.

Outcomes of cesarean delivery in placenta accreta: conservative delivery vs. cesarean hysterectomy.

To compare delivery outcomes of pregnancies diagnosed with placenta-accreta-syndrome (PAS) who underwent conservative treatment to patients who underwent cesarean hysterectomy. A retrospective study of all women diagnosed with PAS treated in one tertiary medical center between 03/2011 and 11/2020 was performed. Comparison was madebetween conservative management during cesarean delivery and cesarean hysterectomy. Conservative management included leaving uterus in situ with/without placenta and with/without myometrial resection. A total of 249 pregnancies (0.25 % of all deliveries) were diagnosed with PAS, 208 underwent conservative cesarean delivery and 41 had cesarean hysterectomy, 31 ofthem were unplanned (75.6 %). The median number of previous cesarean deliveries was significantly higher in thecesarean hysterectomy group. There was no difference in the duration from the last cesarean delivery, the presence of placenta previa, pre-operative hemoglobin or platelets levels between the pregnancies with conservative management and the cesarean hysterectomy. Significantly more pregnancies with sonographic suspicion of placenta percreta and bladder invasion had cesarean hysterectomy. Cesarean hysterectomy was significantly associated with earlier delivery, with bleeding and required significantly more blood products. There was no statistically significant difference in the rate of relaparotomy following cesarean delivery or the rate of infections. Multivariable-regression-analysis revealed a significant odds ratio of 3.38 of blood loss of >3,000 mL following cesarean hysterectomy. Conservative management in delivery of PAS pregnancies is associated with less bleeding complications during surgery compared to cesarean hysterectomy.

Predicting Factors for Blood Transfusion in Primary Total Knee Arthroplasty Using a Machine Learning Method.

Acute blood loss anemia requiring allogeneic blood transfusion is still a postoperative complication of total knee arthroplasty (TKA). This study aimed to use machine learning models for the prediction of blood transfusion after primary TKA and to identify contributing factors. A total of 2,093 patients who underwent primary TKA at our institution were evaluated using data extracted from the hospital quality improvement database to identify patient demographics and surgical variables that may be associated with blood transfusion. A multilayer perceptron neural network (MPNN) machine learning algorithm was used to predict risk factors for blood transfusion and factors associated with increased length of stay. Statistical analyses including bivariate correlate analysis, Chi-Square test, and Student t-test were performed for demographic analysis and to determine the correlation between blood transfusion and other variables. The results demonstrated important factors associated with transfusion rates, including preoperative hemoglobin level, preoperative creatinine level, length of surgery, simultaneous bilateral surgeries, tranexamic acid usage, American Society of Anesthesiologists Physical Status score, preoperative albumin level, ethanol usage, preoperative anticoagulation medications, age, and TKA type (conventional versus robotic-assisted). Patients who underwent a blood transfusion had a markedly greater length of stay than those who did not. The MPNN machine learning model achieved excellent performance across discrimination (AUC = 0.894). The MPNN machine learning model showed its power as a statistical analysis tool to predict the ranking of factors for blood transfusion. Traditional statistics are unable to differentiate importance or predict in the same manner as a machine learning model. This study demonstrated that MPNN for the prediction of patient-specific blood transfusion rates after TKA represented a novel application of machine learning with the potential to improve preoperative planning for treatment outcomes.

Everyday Cardiac Surgery in Jehovah's Witnesses of Typically Advanced Age: Clinical Outcome and Matched Comparison.

Jehovah's Witnesses (JW) reject the transfusion of blood components based on their religious beliefs, even if they are in danger of harm or death. In cardiac surgery, this significantly reduces the margin of safety and leads to ethical conflicts. Informed consent should be carefully documented and the patient's family should be involved. This study aims to compare the postoperative course of JW who underwent major cardiac surgery with a similar population of non-Witnesses (NW). Demographic, procedural, and postoperative data of all consecutive JW who underwent cardiac surgery at our institution were obtained from the records. They were compared with a propensity-score-matched group of NW. Anemic JW were treated with erythropoietin and/or iron as needed. Cardiac surgery was performed by experienced surgeons using median sternotomy and cardiopulmonary bypass. Common blood-sparing techniques were routinely used. Periprocedural morbidity and mortality were statistically evaluated for both groups. A total of 32 JW and 64 NW were part of the matched dataset, showing no demographic or procedural differences. EPO was used preoperatively in 34.4% and postoperatively in 15.6% of JW but not in NW. Preoperative hemoglobin levels were similar (JW, 8.09 ± 0.99 mmol/L; NW, 8.18 ± 1.06; p = 0.683). JW did not receive any transfusions except for one who revoked, while NW transfusion rates were 2.5 ± 3.1 units for red cells (p < 0.001) and 0.3 ± 0.8 for platelets (p = 0.018). Postoperative levels differed significantly for hemoglobin (JW, 6.05 ± 1.00 mmol/L; NW, 6.88 ± 0.87; p < 0.001), and hematocrit (JW, 0.29 ± 0.04; NW, 0.33 ± 0.04; p < 0.001) but not for creatinine. Early mortality was similar (JW, 6.3%; NW, 4.7%; p = 0.745). There were more pacemakers and pneumonias in JW, while all other postoperative conditions were not different. Real-world data indicate that Jehovah's Witnesses can safely undergo cardiac surgery provided that patients are preconditioned and treated by experienced surgeons who use blood-saving strategies. Postoperative anemia is observed but does not translate into a worse clinical outcome. This is consistent with other studies. Finally, the results of this study suggest that all patients should benefit from optimal pretreatment and blood-sparing strategies in cardiac surgery, not just Jehovah's Witnesses.

Association of hemoglobin levels at admission with postoperative pneumonia in elderly patients with hip fracture: A retrospective cohort study.

Previous studies have suggested a correlation between low preoperative hemoglobin (Hb) levels and postoperative pneumonia (POP) in elderly patients with hip fractures. However, the exact inflection point of Hb level that increases the risk of POP remains unclear. This study aimed to investigate the quantitative relationship between preoperative Hb levels and the incidence of POP in this patient population. This retrospective study included 1417 elderly patients with hip fractures who were admitted to the Department of Orthopedics at Shenzhen Second People's Hospital between January 2012 and December 2021. Demographic and clinical data, including laboratory test results, were analyzed and compared to explore the relationship between Hb levels at admission and the incidence of POP in this patient population. This study included 1417 elderly patients with hip fractures, comprising 382 males and 1035 females, with a mean age of 77.57 ± 8.73 years. The incidence of POP was 6.21% (88/1417) in this patient population. After adjusting for confounding factors in model II, the regression equation showed that the incidence of POP decreased by 2% with each 1 g/L increment in Hb levels (OR: 0.98, 95% CI: 0.97-1.00; P = .0211). Additionally, a two-piecewise regression model was used to explore the relationship between Hb levels and POP incidence, after adjusting for confounding factors. Threshold effect analysis showed that the inflection point was 83.5 g/L. On the left side of the inflection point, Hb levels were negatively correlated with the incidence of POP (OR: 0.91, 95% CI: 0.86-0.97, P = .0030). There was a nonlinear relationship between preoperative Hb level and POP in elderly patients with hip fractures. When Hb levels were lower than 83.5 g/L, preoperative Hb levels were negatively correlated with POP.

Construction and validation of a risk prediction model for intraoperative hypothermia in elderly patients undergoing total hip arthroplasty.

To construct and validate an intraoperative hypothermia risk prediction model for elderly patients undergoing total hip arthroplasty (THA). We collected data from 718 patients undergoing THA in a tertiary hospital from January 2021 to December 2022. Of these patients, 512 were assigned to the modeling group from January 2021 to April 2022, and 206 participants were assigned to the validation group from May 2022 to December 2022. A logistic regression analysis was performed to construct the model. The area under the curve (AUC) was used to test the model's predictive ability. The incidence rate of intraoperative hypothermia was 51.67%. The risk factors entered into the risk prediction model were age, preoperative hemoglobin level, intraoperative blood loss, postoperative hemoglobin level, and postoperative systolic blood pressure. The model was constructed as follows: logit (P) = -10.118 + 0.174 × age + 1.366 × 1 (preoperative hemoglobin level) + 0.555 × 1 (postoperative hemoglobin level) + 0.009 × 1 (intraoperative blood loss) + 0.066 × 1 (postoperative systolic blood pressure). Using the Hosmer-Lemeshow test, the P value was 0.676 (AUC, 0.867). The Youden index, sensitivity, and specificity were 0.602, 0.790, and 0.812, respectively. The incidence rates of intraoperative hypothermia in the modeling and validation groups were 53.15% and 48.06%, respectively. The correct practical application rate was 89.81%. This model had good application potential. This risk prediction model has good predictive value and can accurately predict the occurrence of intraoperative hypothermia in patients who undergo THA, which provides reliable guidance for clinical work and has good clinical application value.

Predisposing factors for allogeneic blood transfusion in patients with rheumatoid arthritis undergoing primary unilateral total knee arthroplasty.

To determine the incidence and identify the predisposing factors for allogeneic blood transfusion (ABT) in patients with rheumatoid arthritis (RA) undergoing primary unilateral total knee arthroplasty (TKA). A total of 702 patients with RA who underwent primary unilateral TKA between 2003 and 2022 at a single center, were retrospectively enrolled. Patients were stratified into the ABT and non-ABT groups. Data on patient demographics, laboratory parameters, and disease- and surgery-related parameters were collected from chart reviews and compared between the ABT and non-ABT groups. Multivariate logistic regression analysis was conducted to identify the possible factors associated with postoperative ABT. A total of 173 (24.6%) patients underwent ABT after surgery. Significant risk factors for ABT included the degree of flexion contracture [odds ratio (OR) = 1.018, P = 0.005] and thickness of insertion (OR = 1.170, P = 0.014). Conversely, body mass index (OR = 0.937, P = 0.018), preoperative hemoglobin level (OR = 0.973, P < 0.001), and intraoperative use of tranexamic acid (TXA) (OR = 0.119, P < 0.001) were associated with a lower risk of ABT in TKA. We identified the significant risk and protective factors for ABT during TKA in patients with RA. This information could be helpful in optimizing perioperative blood management strategies during these surgeries.

Impact of Maternal Preoperative Hemoglobin Levels on Intraoperative Hemorrhage Risk in Placenta Accrete Spectrum Disorders: A Retrospective Cross-Sectional Study.

BACKGROUND Placenta accreta spectrum (PAS) disorders involve abnormal adhesion or invasion of chorionic villi through the myometrium and uterine serosa. Maternal anemia during pregnancy is common and may contribute to complications during delivery, particularly with abnormal placentation. This study examines the association between preoperative maternal hemoglobin levels and the risk of intraoperative massive hemorrhage in pregnant women with PAS disorders. MATERIAL AND METHODS A retrospective study included 538 consecutive participants (mean age=31.12&plusmn;4.68 years) who underwent cesarean sections and met the diagnostic criteria for PAS disorders. Logistic regression analysis was performed to investigate the relationship between maternal preoperative hemoglobin levels and the risk of massive intraoperative hemorrhage (blood loss ≥1500 mL). RESULTS The incidence of intraoperative massive hemorrhage among patients with PAS disorders was 38.66%. The mean preoperative maternal hemoglobin level was 10.99&plusmn;1.39 g/dL, and overall anemia incidence (<11 g/dL) was 48.88% in our study. After adjusting for potential confounders, a non-linear relationship was observed between preoperative maternal hemoglobin levels and the risk of intraoperative massive hemorrhage. When the preoperative hemoglobin level of pregnant women was below 11.5 g/dL (OR=0.52, 95% CI 0.39-0.70), the lower hemoglobin level significantly increased the risk of intraoperative hemorrhage. CONCLUSIONS Maternal preoperative hemoglobin levels were inversely associated with the risk of massive intraoperative hemorrhage in PAS disorders. A non-linear relationship was identified, with a turning point at 11.5 g/dL. These findings emphasize the importance of monitoring and managing maternal hemoglobin levels to mitigate the risk of intraoperative hemorrhage in pregnant women with PAS disorders.