1.Validation of a predictive model for platelet transfusion refractoriness in patients with hematological diseases
Xiulan HUANG ; Shuhan YUE ; Qun CAI ; Liqi LU ; Mengzhen HE ; Qiao LEI ; Caoyi LIU ; Jingwei ZHANG
Chinese Journal of Blood Transfusion 2025;38(4):537-545
[Objective] To validate and optimize the platelet transfusion refractoriness (PTR) prediction model for patients with hematological disorders established by our center. [Methods] The data of patients with hematological diseases who received platelet transfusions from December 2021 to December 2022 were used as the training set, and data from January 2023 to December 2023 as the validation set. The validation set data was used to validate the predictive model constructed on the training set. Relevant risk factors for PTR were collected through literature review and preliminary studies。 The patients were divided into effective and ineffective groups according to the corrected count increment (CCI) of platelet counts. Predictive factors were screened using univariate and multivariate logistic regression. The calibration of the model were assessed via calibration curves, while discrimination, accuracy, sensitivity, and specificity were evaluated using receiver operating characteristic (ROC) curves Clinical utility was further analyzed with decision curve analysis (DCA). [Results] The Hosmer-Lemeshow (H-L) goodness-of-fit test for the validation set yielded S: P=0.000, indicating that the original model needs optimization. Baseline comparisons and logistic regression identified the number of red blood cell units (RBCU) and platelet units (PLT-U) transfused as key predictors for the optimized model. The H-L goodness-of-fit test S: P values for the training and validation sets were 0.930 and 0.056, respectively; the ROC areas were 0.793 5 and 0.809 4, specificities 90.95% and 84.21%, sensitivities 59.26% and 70.04%, and accuracies 78.14% and 74.10%, respectively. DCA demonstrated clinical net benefit within a prediction probability threshold range of 0.2-0.8. [Conclusion] Transfusion volumes of RBC-U and PLT-U were inversely associated with PTR in hematological patients. The resulting PTR prediction model exhibits moderate predictive efficacy and clinical benefit.
2.Analysis on the funding overview and research hotspots of TCM prevention and treatment of heart failure projects in the National Natural Science Foundation from 2010 to 2023
Liqi PENG ; Xinyu CHEN ; Huzhi CAI ; Fang ZHOU ; Ruowan CHEN ; Yanping TANG ; Yuemei LIU ; Kunpeng YAO ; Qingyang CHEN
International Journal of Traditional Chinese Medicine 2025;47(9):1301-1307
Objective:To explore the funding status and research hotspots of the National Natural Science Foundation of China (NSFC) for projects in the field of TCM for the prevention and treatment of heart failure.Methods:The research projects of TCM in the prevention and treatment of heart failure funded were retrieved from NSFC Big Data Knowledge Management Service Platform from January 1, 2010 to December 31, 2023. Excel 2022 software was used to analyze the data of the number of funded projects, the amount of funding, the supporting units and the regions. VOSviewer 1.6.20 software was used to analyze the co-occurrence of keywords with frequency≥3.Results:A total of 202 research projects were funded with a total funding amount of 89.8 million RMB, and the number and amount of projects showed a fluctuating upward trend. The funding categories were mainly general programs and youth science foundation projects. There were 42 supporting units involved, and TCM universities and colleges were the main recipients of funding. Regional distribution was uneven, mainly in Beijing, Shanghai, Guangdong and other regions. There were 17 secondary discipline codes involved, and the discipline categories were concentrated in Internal Medicine of TCM (H3108), Clinical Basis of Integrative Medicine (H3302) and Cardiovascular Pharmacology of Chinese Medicine (H3209). Therapeutic modalities covered compounding, monomers, proprietary Chinese medicines, and drug pairs, and research hotspots included aspects of myocardial energy metabolism remodeling, mitochondrial autophagy, macrophage polarization, endoplasmic reticulum stress, calcium homeostasis, ferroptosis, exosomes, micro-RNAs, and so on.Conclusion:NSFC has provided strong support to the research in the field of TCM for heart failure. In the future, the supporting units should pay attention to the interdisciplinary integration and development to promote the vigorous development of TCM.
3.Application and prospects of homologous allogeneic platelet-rich plasma in wound repair
Ling LIU ; Liqi LU ; Caoyi LIU ; Jingwei ZHANG
Chinese Journal of Blood Transfusion 2024;37(4):482-490
The application of platelet-rich plasma (PRP) in wound repair is progressively garnering attention. However, certain patients, owing to relative or absolute contraindications, encounter impediments in the acquisition or application of autologous PRP. The utilization of homologous allogeneic PRP, sourced through rigorous donor selection and standardized preparation methodologies, as a substitute for autologous PRP, may hold favorable implications for such individuals. This article endeavors to succinctly delineate and forecast the mechanisms, advantages, limitations, efficacy and safety of allogeneic PRP in the context of wound healing, furnishing a foundation for its implementation in wound repair.
4.The Effect of Chuanxiong (Rhizoma Chuanxiong) & Tianma (Rhizoma Gastrodiae) Herbal Pair on the Periorbital Mechanical Pain Threshold and AMPK/TRPA1 Pathway in the Trigeminal Ganglion of Migraine Model Rats
Xiao ZUO ; Liqi LIANG ; Lanqi TANG ; Ruina MENG ; Bingying FANG ; Haifang WANG ; Haiyan CUI ; Xiaohua LIU
Journal of Traditional Chinese Medicine 2024;65(7):722-727
ObjectiveTo explore the possible mechanism of Chuanxiong (Rhizoma Chuanxiong) & Tianma (Rhizoma Gastrodiae) herbal pair in treating migraines based on AMP-activated protein kinase (AMPK)/transient receptor potential A1 channel (TRPA1) pathway. MethodsForty-eight healthy male SD rats were randomly divided into control group, model group, and Chuanxiong Tianma medication group, with 16 rats in each group. The control group and model group were given 10 ml/kg of normal saline by gavage, while the Chuanxiong Tianma medication group was given 0.675 g/kg of Chuanxiong Tianma herbal pair by gavage, once daily for 8 consecutive days in both groups. Migraime model was performed before the last administration, with subcutaneous injection of 10 ml/kg of normal saline in the control group, and subcutaneous injection of 10 ml/kg of nitroglycerin in the model group and Chuanxiong Tianma medication group. The Von Frey filament was used to measure the periorbital mechanical pain threshold of rats. The enzyme-linked immunosorbent assay (ELISA) was used to determine the levels of calcitonin gene-related peptide (CGRP) in rat serum and cerebrospinal fluid. The nitric oxide (NO) assay kit was used to determine the NO level in serum and cerebrospinal fluid. RT-PCR was usedto detect the mRNA expression levels of immediate-early genes in the trigeminal ganglion of rats (c-Fos), CGRP, transient receptor potential V1 channel (TRPV1), AMPK alpha subunit (PRKAA), and TRPA1. Immunofluorescence was used to detect the number of c-Fos-positive cells in the trigeminal cervical complex (TCC) and the protein expression levels of phosphorylated AMPK (pAMPK) and TRPA1 in the trigeminal ganglion. ResultsCompared to those in the control group, the mechanical stimulation threshold and pAMPK protein expression in the model group decreased, while the levels of CGRP and NO in serum, c-Fos, CGRP, TRPV1 and TRPA1 mRNA levels in the trigeminal ganglion, TRPA1 protein expression, and the number of c-Fos-positive cells in the TCC significantly increased (P<0.05). Compared to those in the model group, the mechanical stimulation threshold and pAMPK protein expression in the Chuanxiong Tianma medication group significantly increased, while the levels of CGRP and NO in serum, c-Fos, CGRP, TRPV1 and TRPA1 mRNA levels in the trigeminal ganglion, TRPA1 protein expression, and the number of c-Fos-positive cells in the TCC significantly decreased (P<0.05). ConclusionChuanxiong Tianma herbal pair may improve migraine symptoms by regulating the AMPK/TRPA1 pathway in the trigeminal ganglion and increasing the mechanical pain threshold.
5.Construction of Performance Evaluation Index System for Public Hospitals Based on Performance Prism Model
Aide XU ; Jia LIU ; Yanan CHANG ; Liqi TIAN
Chinese Hospital Management 2024;44(10):38-42
Objective To construct the performance evaluation index system of public hospitals,and provide reference for promoting the high-quality development of public hospitals.Methods Delphi method and analytic hierarchy process were used to determine the performance evaluation index system of public hospitals based on performance prism model.Results It established a public hospital performance evaluation system including 5 first-level indicators,16 second-level indicators and 40 third-level indicators of government,staff,patients,suppliers and regulatory agencies.The weights of the five first-level indicators are 0.254 8,0.476 8,0.154 4,0.073 4 and 0.040 6,respectively.Among the 16 second-level indicators,salary,quality and safety,practice environment,medical quality and operation efficiency rank the top 5.The combined weights were 0.268 5,0.174 3,0.165 4,0.080 9 and 0.060 6,respectively.Among the 40 tertiary indicators,the satisfaction of medical staff,the quality control index of single disease,organizational support,the intensity of antibacterial drug use and the case mortality of the low-risk group were investigated.The combined weights were 0.212 0,0.110 0,0.107 0,0.064 3 and 0.0624,respectively.Conclusion The performance evaluation index system of public hospitals based on the performance prism model established is helpful to guide hospitals to think about hospital strategic reform,process optimization and capacity improvement from the multi-dimensional perspective of internal and external stakeholders,so as to improve development performance and promote social harmonious development,and to improve performance,promote high-quality development.
6.Construction of Performance Evaluation Index System for Public Hospitals Based on Performance Prism Model
Aide XU ; Jia LIU ; Yanan CHANG ; Liqi TIAN
Chinese Hospital Management 2024;44(10):38-42
Objective To construct the performance evaluation index system of public hospitals,and provide reference for promoting the high-quality development of public hospitals.Methods Delphi method and analytic hierarchy process were used to determine the performance evaluation index system of public hospitals based on performance prism model.Results It established a public hospital performance evaluation system including 5 first-level indicators,16 second-level indicators and 40 third-level indicators of government,staff,patients,suppliers and regulatory agencies.The weights of the five first-level indicators are 0.254 8,0.476 8,0.154 4,0.073 4 and 0.040 6,respectively.Among the 16 second-level indicators,salary,quality and safety,practice environment,medical quality and operation efficiency rank the top 5.The combined weights were 0.268 5,0.174 3,0.165 4,0.080 9 and 0.060 6,respectively.Among the 40 tertiary indicators,the satisfaction of medical staff,the quality control index of single disease,organizational support,the intensity of antibacterial drug use and the case mortality of the low-risk group were investigated.The combined weights were 0.212 0,0.110 0,0.107 0,0.064 3 and 0.0624,respectively.Conclusion The performance evaluation index system of public hospitals based on the performance prism model established is helpful to guide hospitals to think about hospital strategic reform,process optimization and capacity improvement from the multi-dimensional perspective of internal and external stakeholders,so as to improve development performance and promote social harmonious development,and to improve performance,promote high-quality development.
7.Construction of Performance Evaluation Index System for Public Hospitals Based on Performance Prism Model
Aide XU ; Jia LIU ; Yanan CHANG ; Liqi TIAN
Chinese Hospital Management 2024;44(10):38-42
Objective To construct the performance evaluation index system of public hospitals,and provide reference for promoting the high-quality development of public hospitals.Methods Delphi method and analytic hierarchy process were used to determine the performance evaluation index system of public hospitals based on performance prism model.Results It established a public hospital performance evaluation system including 5 first-level indicators,16 second-level indicators and 40 third-level indicators of government,staff,patients,suppliers and regulatory agencies.The weights of the five first-level indicators are 0.254 8,0.476 8,0.154 4,0.073 4 and 0.040 6,respectively.Among the 16 second-level indicators,salary,quality and safety,practice environment,medical quality and operation efficiency rank the top 5.The combined weights were 0.268 5,0.174 3,0.165 4,0.080 9 and 0.060 6,respectively.Among the 40 tertiary indicators,the satisfaction of medical staff,the quality control index of single disease,organizational support,the intensity of antibacterial drug use and the case mortality of the low-risk group were investigated.The combined weights were 0.212 0,0.110 0,0.107 0,0.064 3 and 0.0624,respectively.Conclusion The performance evaluation index system of public hospitals based on the performance prism model established is helpful to guide hospitals to think about hospital strategic reform,process optimization and capacity improvement from the multi-dimensional perspective of internal and external stakeholders,so as to improve development performance and promote social harmonious development,and to improve performance,promote high-quality development.
8.Construction of Performance Evaluation Index System for Public Hospitals Based on Performance Prism Model
Aide XU ; Jia LIU ; Yanan CHANG ; Liqi TIAN
Chinese Hospital Management 2024;44(10):38-42
Objective To construct the performance evaluation index system of public hospitals,and provide reference for promoting the high-quality development of public hospitals.Methods Delphi method and analytic hierarchy process were used to determine the performance evaluation index system of public hospitals based on performance prism model.Results It established a public hospital performance evaluation system including 5 first-level indicators,16 second-level indicators and 40 third-level indicators of government,staff,patients,suppliers and regulatory agencies.The weights of the five first-level indicators are 0.254 8,0.476 8,0.154 4,0.073 4 and 0.040 6,respectively.Among the 16 second-level indicators,salary,quality and safety,practice environment,medical quality and operation efficiency rank the top 5.The combined weights were 0.268 5,0.174 3,0.165 4,0.080 9 and 0.060 6,respectively.Among the 40 tertiary indicators,the satisfaction of medical staff,the quality control index of single disease,organizational support,the intensity of antibacterial drug use and the case mortality of the low-risk group were investigated.The combined weights were 0.212 0,0.110 0,0.107 0,0.064 3 and 0.0624,respectively.Conclusion The performance evaluation index system of public hospitals based on the performance prism model established is helpful to guide hospitals to think about hospital strategic reform,process optimization and capacity improvement from the multi-dimensional perspective of internal and external stakeholders,so as to improve development performance and promote social harmonious development,and to improve performance,promote high-quality development.
9.Construction of Performance Evaluation Index System for Public Hospitals Based on Performance Prism Model
Aide XU ; Jia LIU ; Yanan CHANG ; Liqi TIAN
Chinese Hospital Management 2024;44(10):38-42
Objective To construct the performance evaluation index system of public hospitals,and provide reference for promoting the high-quality development of public hospitals.Methods Delphi method and analytic hierarchy process were used to determine the performance evaluation index system of public hospitals based on performance prism model.Results It established a public hospital performance evaluation system including 5 first-level indicators,16 second-level indicators and 40 third-level indicators of government,staff,patients,suppliers and regulatory agencies.The weights of the five first-level indicators are 0.254 8,0.476 8,0.154 4,0.073 4 and 0.040 6,respectively.Among the 16 second-level indicators,salary,quality and safety,practice environment,medical quality and operation efficiency rank the top 5.The combined weights were 0.268 5,0.174 3,0.165 4,0.080 9 and 0.060 6,respectively.Among the 40 tertiary indicators,the satisfaction of medical staff,the quality control index of single disease,organizational support,the intensity of antibacterial drug use and the case mortality of the low-risk group were investigated.The combined weights were 0.212 0,0.110 0,0.107 0,0.064 3 and 0.0624,respectively.Conclusion The performance evaluation index system of public hospitals based on the performance prism model established is helpful to guide hospitals to think about hospital strategic reform,process optimization and capacity improvement from the multi-dimensional perspective of internal and external stakeholders,so as to improve development performance and promote social harmonious development,and to improve performance,promote high-quality development.
10.Construction of Performance Evaluation Index System for Public Hospitals Based on Performance Prism Model
Aide XU ; Jia LIU ; Yanan CHANG ; Liqi TIAN
Chinese Hospital Management 2024;44(10):38-42
Objective To construct the performance evaluation index system of public hospitals,and provide reference for promoting the high-quality development of public hospitals.Methods Delphi method and analytic hierarchy process were used to determine the performance evaluation index system of public hospitals based on performance prism model.Results It established a public hospital performance evaluation system including 5 first-level indicators,16 second-level indicators and 40 third-level indicators of government,staff,patients,suppliers and regulatory agencies.The weights of the five first-level indicators are 0.254 8,0.476 8,0.154 4,0.073 4 and 0.040 6,respectively.Among the 16 second-level indicators,salary,quality and safety,practice environment,medical quality and operation efficiency rank the top 5.The combined weights were 0.268 5,0.174 3,0.165 4,0.080 9 and 0.060 6,respectively.Among the 40 tertiary indicators,the satisfaction of medical staff,the quality control index of single disease,organizational support,the intensity of antibacterial drug use and the case mortality of the low-risk group were investigated.The combined weights were 0.212 0,0.110 0,0.107 0,0.064 3 and 0.0624,respectively.Conclusion The performance evaluation index system of public hospitals based on the performance prism model established is helpful to guide hospitals to think about hospital strategic reform,process optimization and capacity improvement from the multi-dimensional perspective of internal and external stakeholders,so as to improve development performance and promote social harmonious development,and to improve performance,promote high-quality development.

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