Objective: To investigate the factors influencing intraoperative blood transfusion in patients with hip fractures and to develop a machine learning (ML) model for predicting this risk. Methods: A total of 424 patients with hip fractures who underwent surgical treatment between November 2022 and March 2025 in our hospital were selected. Key feature variables of intraoperative blood transfusion risk were identified using the Boruta algorithm. Four different ML algorithms—support vector machine (SVM), linear discriminant analysis (LDA), mixed discriminant analysis (MDA), and extreme gradient boosting (XGBoost)—were used to develop predictive models for intraoperative blood transfusion risk. The predictive performance of the four ML models were evaluated using accuracy, precision, receiver operating characteristic (ROC) curves, precision-recall curves (PRC), precision-recall gain curves (PRGC), and F1 scores. Shapley additive interpretation (SHAP) was used to interpret the final model. Results: Among the 424 patients, 77(18.2%) received intraoperative blood transfusion. The Boruta algorithm identified albumin (ALB), activated partial thromboplastin time (APTT), types of anesthesia, types of fracture, and hemoglobin (Hb) as key feature variables for predicting intraoperative blood transfusion risk. In model evaluation, the SVM model outperforms the other three models across multiple metrics, including the area under the receiver operating characteristic curve (AUC), recall, recall gain, accuracy, precision, F1 score, and the area under the precision-recall curve (PRC-AUC). The SVM model, interpreted and visualized based on SHAP values, effectively predicted intraoperative blood transfusion risk in patients with hip fracture. A visual online application was developed based on the SVM model (https://pbo-nomogram.shinyapps.io/blood/). Conclusion: Preoperative low ALB and Hb levels, prolonged APTT, general anesthesia, and intertrochanteric fractures are risk factors for intraoperative blood transfusion in hip fracture patients. The risk prediction model for intraoperative blood transfusion constructed based on the SVM algorithm has optimal performance, which provides new ideas and methods for the clinical early identification of hip fracture patients with high transfusion risk and the implementation of targeted interventions.

Persistent left superior vena cava is a rare venous variant that is often combined with cardiovascular malformations. In thoracic surgery, especially mediastinal tumor resection, neglect of this variant may make the surgery difficult and risky, and careful preoperative imaging interpretation and adequate preoperative evaluation play an important role in the perioperative safety of the patient. In this paper, we reported a case of a 17-year-old female patient with a persistent left superior vena cava combined with mediastinal tumors. She was successfully discharged 5 days after thoracoscopic surgery, and after 3 years of postoperative follow-up, no tumor recurrence was observed.

[Objective] To analyze the changes of platelet extracellular vesicles (PEVs) content in apheresis at different storage periods, track the PEVs and transfusion efficacy of patients, and explore the mechanism of PEVs in relation to platelet storage damage and transfusion efficacy. [Methods] From November 2022 to April 2024, a total of 85 apheresis platelets samples were collected at Jiading District Blood Station. Flow cytometry was used to detect the content of PEVs on the day of collection and before transfusion. The changes in the content of PEVs stored for 1 to 5 days were observed. Patients with acute leukemia were selected as transfusion recipients, and their content of platelet count and PEVs before transfusion and within 24 hours after transfusion, and the efficacy were tracked to explore the mechanism of PEVs in relation to storage lesion and transfusion efficacy. [Results] The content of PEVs before platelet infusion (8.73±4.84) was significantly higher than that on the day of platelet collection (5.11±3.33), and the difference was statistically significant (P<0.01). The increase in the content of PEVs in storage for 2 to 5 days was 2.55±1.38, 3.49±2.63, 3.86±3.55 and 4.50±3.91, with statistically significant difference (P<0.05). The PEVs content in patients after blood transfusion was positively correlated with that before transfusion and that in apheresis platelet bags during transfusion (P<0.001) A total of 85 cases of apheresis platelet transfusion were conducted, with 61 effective transfusions having a CCI value of (13.43±4.70), and 24 transfusion refractoriness cases having a CCI value of (2.27±3.67), showing a statistically significant difference (P<0.001). The transfusion effectiveness rates for patients receiving different storage periods of apheresis platelets of 2 to 5 days were 88.89%, 68.42%, 68.18% and 57.14% respectively, with corresponding CCI values of 11.18±6.10, 10.43±6.77, 9.53±6.75 and 9.48±8.86, and there was no significant difference between CCI groups (P>0.05). There was no significant correlation between the PEVs content before and after transfusion and the efficacy of CCI (P>0.05). There was no significant correlation between the PEVs content before apheresis platelet transfusion and the efficacy of CCI (P>0.05). [Conclusion] The content of PEVs increased with the prolongation of storage time, which could be used as a potential blood quality evaluation and monitoring index during the storage period, but it was not significantly correlated with the efficacy of CCI in transfusion.

Objective:To investigate the conversion of stromal vascular fraction (SVF) in the microenvironment of radiation-induced skin injuries to provide guidance for clinical applications.Methods:Based on a random number table, C57BL/6N mice were categorized into four groups: the blank control, negative control, acute injury, and chronic injury groups, with each group containing 25 mice. The backs of mice in the blank control, acute injury, and chronic injury groups were exposed to 15 Gy X-ray irradiation. Then, the mice in the negative control, acute injury, and chronic injury groups were injected subcutaneously with the SVF derived from B6/G-R mice. The survival of these mice was observed 1, 3, 7, 14, and 21 d after the injection through fluorescence tracing and in vivo imaging. Accordingly, the clinical SVF injection regimens were optimized based on the experimental result of mice. Finally, local SVF injection was performed on different frequencies for patients in different wound conditions, with the efficacy being observed. Results:The fluorescence of SVF was observed from the tissue slices of the acute injury, chronic injury, and negative control groups 14 d post-injection. The result showed that the fluorescence intensity of SVF 1, 3, and 7 d post-injection was in the order of the negative control group > the acute injury group > the chronic injury group. The acute injury group ranked at the top and the chronic injury group remained at the bottom 14 d after the injection. The fluorescence of SVF in each group was barely detected 21 d after the injection. Compared to the negative control group, the acute injury group exhibited statistical differences only 14 d post-injection ( t = 4.11, P < 0.05), while the chronic injury group displayed statistical differences 1, 3, 7, and 14 d after the injection ( t = 3.88-5.74, P < 0.05). Furthermore, the acute injury group exhibited significantly higher fluorescence intensity of SVF than the chronic injury group ( t = 4.73-8.38, P < 0.05). The half-life of SVF for the negative control, acute injury, and chronic injury groups was 6.336, 6.014, and 2.163 d, respectively. As indicated by the application of SVF transplantation based on traditional surgical protocols in the clinical trial, SVF can significantly promote wound repair, with earlier SVF transplantation being more beneficial for wound healing. Conclusions:The conversion of SVF differs in the microenvironments of acute and chronic radiation-induced skin injuries. This can serve as an essential guide for the administration timing and injection frequency of SVF in clinical applications.

BACKGROUND:Inflammation and oxidative stress contribute to the barriers of regeneration in chronic wound.Oxymatrine has various biological activities,such as anti-oxidation,anti-inflammation and so on,which may have the potential effect of promoting wound healing. OBJECTIVE:To investigate the effect of oxymatrine on wound healing and the protective effect on H2O2-induced oxidative stress injury in human keratinoid cell line HaCaT cells. METHODS:(1)In vivo experiment:Hyaluronic acid methacryloyl hydrogels containing 0,0.05,0.1,0.2 g/L oxymatrine were prepared.A full-layer skin defect model with a diameter of 12 mm was made in the back of 75 diabetic mice and randomly divided into five groups for intervention,with 15 mice in each group.The wounds of the model group were bandaged and fixed.The wounds of the hydrogel group were covered with hyaluronic acid methacryloyl hydrogel.The wounds of the low-dose,moderate-dose and high-dose oxymatrine groups were covered with hyaluronic acid methacryloyl hydrogel containing 0.05,0.1,and 0.2 g/L oxymatrine,respectively,and then bandaged and fixed after light curing.Relevant indicators were detected within 14 days.(2)In vitro experiment:Human keratinocyte line HaCaT was divided into five groups.The normal group was cultured conventionally.H2O2 group and low-,moderate-and high-concentration oxymatrine groups were treated with H2O2 for 4 hours,and then the medium was replaced with medium containing 0,0.05,0.1,and 0.2 g/L oxymatrine,respectively,and the relevant indexes were detected after 24 hours of culture. RESULTS AND CONCLUSION:(1)In vivo experiment:Compared with the model group,the wound healing rate of mice in the hydrogel group had no significant change.The wound healing rate of mice in the low-,moderate-and high-dose oxymatrine group was increased at 7 and 14 days after treatment(P<0.05).Pathological observation of wound section 14 days after treatment showed that compared with the model group,the thickness of regenerated epidermal layer,the number of microvessels,and collagen deposition in the moderate-and high-dose oxymatrine groups were increased(P<0.05).Western blot assay analysis of wound samples 7 days after surgery showed that compared with the model group,the protein expressions of tumor necrosis factor α and interleukin 6 in the moderate-and high-dose oxymatrine groups were decreased(P<0.05).(2)In vitro experiment:CCK8 assay,EdU and Ki67 staining showed that compared with the H2O2 group,the cell proliferation ability of the moderate-and high-concentration oxymatrine groups was significantly increased(P<0.05).Compared with the H2O2 group,mitochondrial membrane potential was increased(P<0.05)and reactive oxygen species content was decreased(P<0.05)in the moderate-and high-concentration oxymatrine groups.Western blot assay results showed that compared with the H2O2 group,the expression levels of Nrf2 nuclear protein,Nrf2 total protein,HO-1 protein,and superoxide dismutase 1 protein were increased in the high-concentration oxymatrine group(P<0.05).(3)These findings confirm that oxymatrine can alleviate oxidative stress damage in HaCat cells and accelerate wound healing by upregulating the levels of Nrf2 and HO-1 protein.

Objective To investigate the characteristics of adverse drug event(ADE)related to tacrolimus(Tac)in pediatric solid organ transplant recipients.Methods The data were retrieved from the US Food and Drug Administration Adverse Event Reporting System database from the first quarter of 2004 to the second quarter of 2023.The ADE data of pediatric organ transplant recipients with Tac as the primary suspected drug were extracted.The relationship between Tac and ADE was quantitatively analyzed by proportional imbalance method.Basic characteristics and signal strength of ADE related to Tac were analyzed.ADE related to Tac in children of different ages and different types of organ transplantation were analyzed.Results A total of 1 443 children's ADE reports involving Tac were screened,including 188 cases(13.0％)of heart transplantation,668 cases(46.3％)of liver transplantation,531 cases(36.8％)of kidney transplantation and 56 cases(3.9％)of lung transplantation.The median age of children was 10 years old.The top three countries with ADE reporting were the United States,France and the United Kingdom.China reported 26 cases,accounting for 1.8％.Infection and infectious diseases accounted for the highest proportion(20.96％)in ADE related to Tac,including EB virus and cytomegalovirus infection,etc.Infection and infectious diseases occupied the largest proportion of ADE related to Tac in children of different ages,whereas the pathogen types were different.Rejection,unstable immunosuppression level and renal function damage were also common ADE related to Tac in children of all ages.Nervous system disease was the main ADE in heart transplant recipients,while infection and infectious diseases were more common in liver and kidney transplant recipients.Rejection was the most common ADE in lung transplant recipients.Conclusions ADE related to Tac possess different distribution characteristics in different types of organ transplantation.Extensive attention should be paid to individualized drug monitoring and risk assessment in pediatric organ transplant recipients,thereby optimizing Tac treatment and reducing the risk of ADE.

Objective:To investigate the association of urinary cadmium levels with peripheral leukocyte classification counts among middle-aged and older adults aged 40 to 89 years in selected areas of China.Methods:The research was based on the survey of the impact of soil quality of agricultural land on human health in typical areas conducted in 2019-2020. A total of 5 600 middle-aged and older adults aged 40 to 89 years were included by using a multi-stage stratified random sampling method. Baseline characteristics of the subjects were collected and physical examinations were performed. Random midstream urine was collected to measure urinary cadmium and urinary creatinine and fasting venous blood was collected to measure the leukocyte count, neutrophil count, lymphocyte count, monocyte count and eosinophil count. The linear mixed effect model was used to analyse the association of urinary cadmium levels with leukocyte classification counts, and the dose-response relationship between them was analyzed by using the restricted cubic spline (RCS) function.Results:The age of the subjects was (63.17±12.02) years; 2 851 (50.91%) were males; and the M ( Q 1, Q 3) of urinary creatinine-corrected urinary cadmium levels was 2.69 (1.52, 4.69) μg/g·creatinine. After adjusting for confounding factors, the results of linear mixed effects model analysis showed that for each 1-unit increase in urinary creatinine-corrected urinary cadmium level, the percentage change [% (95% CI)] of leukocyte count and lymphocyte count was -1.70% (-2.61%, -0.79%) and -1.57% (-2.86%, -0.26%), respectively. RCS function showed a negative linear relationship between urinary creatinine-corrected urinary cadmium levels and leukocyte counts and lymphocyte counts, respectively (all Pnon-linear>0.05). Conclusion:Urinary cadmium levels are negatively associated with leukocyte count and lymphocyte count among middle-aged and older adults aged 40 to 89 years in selected areas of China.

The DIP payment reform impacts the overall operational management and quality of medical services in hospi-tals.Its goal is to encourage healthcare institutions to strengthen internal management,control unreasonable medical expenses,alleviate patients'financial burdens,and ensure the safety of medical insurance funds.This article discusses the current challen-ges and financial pressures faced by hospitals amidst reform,detailing the overall situation of DIP operations.By analyzing the es-timated profitability of various medical cases and comparing actual case studies,the aim is to identify a pathway for overcoming the challenges associated with DIP payments.It advocates for the promotion of a quality control and operationally driven approach in county-level public hospitals,leveraging performance incentives,enhancing multi-department MDT collaboration,and balan-cing medical quality with costs.This exploration seeks to develop a sustainable and healthy growth model for county-level public hospitals under the DIP payment system.

Objective To observe and compare the concentrations of tryptophan-kynurenine pathway metabolites in serum and urine of adolescents with depression individuals using liquid chromatography-tandem mass spectrometry(LC-MS/MS).Methods The major metabolites in this pathway,such as tryptophan(TRP),kynurenine(KYN),kynurenic acid(KYNA),and 3-hydroxykynurenine(3-HK)were quantitatively analyzed using isotope-labeled internal standards.The separation was achieved using a Shimadzu C18 col-umn with gradient elution of 0.2％aqueous acid and acetonitrile.The detection was performed within 7 minutes using positive ion mode and multiple reaction monitoring(MRM).The parameters,such as linear range and precision were evaluated to assess reliability of the method.Subsequently,this method was applied to detect and compare the results in the samples of serum and urine from 143 adoles-cents with depression and 110 healthy controls.Results Taking TRP as the example,the linear ranges for serum and urine were 0.54 to 107.84 μmol/L and 0.74 to 147.06 μmol/L,respectively.The intra-batch coefficient of variation(CV)was ≤6.3％,the inter-batch CV was ≤3.22％,and the total laboratory CV was ≤6.5％.The results showed the KYNA,KYN and TRP levels were lower in the de-pression group compared to the control group,while 3-HK levels were higher in the depression group with statistical significance(P＜0.01).Apart from TRP,the levels of other metabolites were significantly higher in urine than those in serum,with statistical signifi-cance(P＜0.01).Conclusion Compared to the results of serum,the concentrations of TRP metabolites,including KYN,KYNA and 3-HK were higher than those in urine.The concentrations of TRP-KP metabolites in urine,i.e.,KYN,KYNA and 3-HK were higher than those in serum,and the detection of TRP-KP metabolites in urine may offer a greater advantage because the urine collection process is non-invasive.