1.Evaluation of the application of a predictive model for red blood cell demand in surgical procedures
Xiaoyu CAI ; Yannan FENG ; Chunya MA ; Yuan ZHUANG ; Yang YU
Chinese Journal of Blood Transfusion 2026;39(1):51-55
Objective: To assess the clinical application value of a prediction model for red blood cell (RBC) demand in surgical procedures. Methods: Demographic data, laboratory parameters, anesthesia and transfusion records, and model prediction data were retrospectively collected from surgical patients at the First Medical Center of Chinese PLA General Hospital between 2018 and 2024. Statistical analysis was performed using the Chi-square test, t-test, and Mann-Kendall trend test. Results: From 2018 to 2024, the predictive model for RBC demand in surgical procedures was used to evaluate a total of 112 293 surgeries. During this period, the model call rate (77.49%-98.91%, P<0.05), compliance rate (56.81%-84.92%, P<0.05), and prediction accuracy rate (66.82%-94.17%, P<0.05) all showed significant upward trends. The total blood usage across the hospital (13645.4-7723.5 units, P<0.05) and the average blood usage per surgery (0.21-0.1 units, P<0.05) exhibited overall downward trends. Postoperative average hemoglobin levels in the non-compliance group (112.1-105.3 g/L in the non-compliance group vs 106.9-92.7 g/L in the compliance group, P<0.05) and the intraoperative excessive transfusion rate (5.06%-6.05% in the non-compliance group vs 0.09%-0.04% in the compliance group, P<0.05) were significantly higher in the non-compliance group compared to the compliance group. Conclusion: The predictive model for RBC demand in surgical procedures has played a positive role in conserving blood resources, optimizing blood resource allocation, and reducing intraoperative risks.
2.Research advances in screening methods for pancreatic lipase inhibitors
Xinyi ZHANG ; Xiaoyu WU ; Zihao TAO ; Shuchang WEI ; Lei ZHAO ; Wenda DUAN ; Yanlong PAN ; Abuduaini Dilinigaer ; Yinyun MA
Journal of China Pharmaceutical University 2026;57(2):163-171
Obesity and its related metabolic diseases have become a major global public health threat, and its rising incidence significantly increases the risk of cardiovascular and cerebrovascular diseases, diabetes and other complications. Pancreatic lipase is a key enzyme that converts food-borne lipids into triglycerides and fatty acids, and the effective inhibition of its activity has become an important strategy for the treatment of obesity. This paper discusses the screening methods of pancreatic lipase inhibitors, and summarizes and reviews the basic principles, advantages and disadvantages and application status of traditional screening methods, modern new screening methods and virtual screening methods. In view of the problems faced by the screening methods of pancreatic lipase inhibitors, future research urgently needs to move towards a collaborative innovation path of multi-technology integration, intelligent screening and complex systematization of traditional Chinese medicine, so as to open up new research paradigms.
3.Evaluating the effectiveness of surgical quality and safety improvement initiatives using interrupted time series analysis
Xiaoyu YANG ; Weiping WANG ; Hongtao WANG ; Yi LIU ; Jiameng ZHOU ; Zehua MA ; Xibei ZHOU ; Bo ZHANG
Modern Hospital 2025;25(7):1024-1026,1031
Objective To evaluate the impact of the"Surgical Quality and Safety Improvement Initiative"by analyzing changes in surgical quality and safety indicators at a tertiary hospital in Tianjin,and to provide policy recommendations for further enhancing surgical quality improvement pathways.Methods Surgical quality and safety monitoring data from 2022 to 2024 were collected from a tertiary hospital in Tianjin.Interrupted time series analysis(ITSA)was employed to assess the effects of im-provement measures on surgical quality and safety outcomes.Results Following implementation of the initiative,perioperative complication rates showed a declining trend(β3=-0.051,P<0.05),unplanned reoperation rates significantly decreased(β2=-0.121,P<0.05),and surgical mortality rates markedly declined(β2=-0.086,P<0.05),indicating that the man-agement measures effectively improved hospital surgical quality and safety over the study period.Conclusion The"Surgical Quality and Safety Improvement Initiative,"which established a comprehensive,staff-involved pathway for continuous surgical quality improvement,successfully enhanced surgical quality and safety.Recommendations include emphasizing frontline staff par-ticipation in quality management,strengthening data monitoring and feedback systems,implementing reasonable performance in-centives to motivate systemic improvement,and leveraging health information technology to support refined surgical management.
4.A case of zoledronic acid-induced extensive ocular inflammation and literature review
Xiaoqing ZHANG ; Xiaoyu CHENG ; Zhaodong DU ; Tian LIU ; Lidan MA ; Ruixia SUN ; Ying CHEN
Chinese Journal of Endocrinology and Metabolism 2025;41(10):861-865
This article reports a case of extensive ocular inflammation following zoledronic acid infusion for the treatment of osteoporosis. The patient developed pain, eyelid edema, conjunctival congestion, and decreased vision in the right eye one day after receiving intravenous zoledronic acid, and was diagnosed with uveitis, scleritis, and periorbital soft tissue inflammation. The patient′s symptoms were evaluated using the clinical activity score(CAS). After high-dose corticosteroid pulse therapy combined with other comprehensive treatments, the symptoms improved markedly. This article reviews the incidence, clinical features, potential mechanisms, management, and prognosis of ocular adverse reactions induced by zoledronic acid, and highlights the importance of early recognition and timely treatment of ocular inflammation after zoledronic acid therapy.
5.Individualized dosage study of vitamin D3 based on physiologically-based pharmacokinetic modeling
Yuanyuan WEI ; Tao MA ; Yuezhou TANG ; Hubo LI ; Xiaoyu TIAN ; Yunjie DANG ; Xu ZHOU
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(8):1067-1075
AIM:To establish a physiologically-based pharmacokinetic(PBPK)model for vitamin D in adults,aiming to provide guidance for the ratio-nal clinical use of vitamin D in individuals with vita-min D deficiency.METHODS:Relevant literature and databases were reviewed to obtain the physi-cochemical properties and pharmacokinetic param-eters of vitamin D3.The PBPK model for adult whole-body vitamin D was constructed,optimized,and predicted using PK-Sim? software.The model's predictive performance was evaluated using confi-dence intervals,goodness of fit,and fold error(FE).The effectiveness of commonly used clinical dosing regimens was assessed based on the final opti-mized model,and personalized dosing recommen-dations were provided.RESULTS:The established adult whole-body PBPK model for vitamin D had a goodness of fit R2 of 0.961,approaching 1,and the FE values for AUC0-∞ and Cmax were both within the range of 0.5 and 2,indicating that the constructed PBPK model possesses good data predictive capa-bility.CONCLUSION:A successful PBPK model for oral vitamin D3 in adults has been established,showing good predictive performance for single oral doses of vitamin D3.Single oral doses of vita-min D3(7 500 μg and 15 000 μg)are safe and effec-tive dosing regimens for improving vitamin D insuf-ficiency or deficiency in Asian adults.Regular moni-toring of vitamin D levels before and during treat-ment is recommended to achieve the optimal out-comes of personalized therapy.
6.Analysis of transcriptome and chromatin accessibility changes during the differentiation of human embryonic stem cells into neural progenitor cells
Linying LI ; Xiaodong CAI ; Ran TONG ; Chen YANG ; Zhiming WANG ; Xiaoyu HE ; Ziyue MA ; Feng ZHANG ; Lingjie LI ; Junmei ZHOU
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(4):387-403
Objective·To investigate the changes in transcriptome and chromatin accessibility during the differentiation of human embryonic stem cells(hESCs)into neural progenitor cells(NPCs)using in vitro differentiation models and high-throughput multi-omics sequencing technologies.Methods·hESCs were first induced to differentiate into NPCs in vitro using the embryoid body formation method,and cells at both stages were collected.The cell phenotypes were identified by reverse transcription-quantitative real-time PCR(RT-qPCR)and immunofluorescence(IF)staining.Transcriptome sequencing(RNA-seq)was conducted to detect and analyze the differentially expressed genes(DEGs)between hESCs and NPCs.The assay for transposase-accessible chromatin with high-throughput sequencing(ATAC-seq)was employed to assess chromatin accessibility changes between hESCs and NPCs.Motif enrichment analysis was performed on differentially accessible chromatin regions to discover potential regulatory transcription factors.Finally,an integrated analysis of RNA-seq and ATAC-seq data and the protein-protein interaction(PPI)network were performed to identify key genes and regulatory pathways involved in the early stages of neural differentiation in vitro.Results·Both RT-qPCR and IF results indicated that the expression levels of pluripotency markers(NANOG and POU5F1)were high at the hESC stage but significantly decreased at the NPC stage,while early neural differentiation markers(PAX6,SOX1,and NES)were minimally expressed at the hESC stage but markedly upregulated at the NPC stage.RNA-seq analysis revealed that compared to the hESC stage,there were 5 597 genes upregulated and 3 654 genes downregulated at the NPC stage.Gene function enrichment analysis showed that the upregulated genes at the NPC stage were enriched in the functions related to neural development.ATAC-seq analysis demonstrated a total of 27 491 genomic regions had significant changes in chromatin accessibility during the differentiation from hESC to NPC,with 12 381 regions showing increased accessibility and 15 110 regions showing decreased accessibility.Motif enrichment analysis revealed that transcription factor genes such as DLX1 and LHX2 might play an important role in the differentiation process from hESCs into NPCs.Integrated analysis of RNA-seq and ATAC-seq data revealed that overlapping genes with high expression at the NPC stage were mainly enriched in axon guidance,forebrain development,and neuron migration.After neural differentiation,the expression levels of CTNND2 and LHX2 genes increased,and the chromatin accessibility of related genomic regions also increased.PPI network analysis indentified candidate downstream genes including PRKACA,CDH2,and ERBB4.Conclusion·The in vitro differentiation model of hESCs combined with high-throughput multi-omics sequencing technologies can be used to depict the changes in transcriptome and chromatin accessibility during the differentiation of hESCs into NPCs.In this process,the expression levels of genes related to axon guidance,forebrain development,and neuronal migration pathways increase and related chromatin accessibility is enhanced.
7.Individualized dosage study of vitamin D3 based on physiologically-based pharmacokinetic modeling
Yuanyuan WEI ; Tao MA ; Yuezhou TANG ; Hubo LI ; Xiaoyu TIAN ; Yunjie DANG ; Xu ZHOU
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(8):1067-1075
AIM:To establish a physiologically-based pharmacokinetic(PBPK)model for vitamin D in adults,aiming to provide guidance for the ratio-nal clinical use of vitamin D in individuals with vita-min D deficiency.METHODS:Relevant literature and databases were reviewed to obtain the physi-cochemical properties and pharmacokinetic param-eters of vitamin D3.The PBPK model for adult whole-body vitamin D was constructed,optimized,and predicted using PK-Sim? software.The model's predictive performance was evaluated using confi-dence intervals,goodness of fit,and fold error(FE).The effectiveness of commonly used clinical dosing regimens was assessed based on the final opti-mized model,and personalized dosing recommen-dations were provided.RESULTS:The established adult whole-body PBPK model for vitamin D had a goodness of fit R2 of 0.961,approaching 1,and the FE values for AUC0-∞ and Cmax were both within the range of 0.5 and 2,indicating that the constructed PBPK model possesses good data predictive capa-bility.CONCLUSION:A successful PBPK model for oral vitamin D3 in adults has been established,showing good predictive performance for single oral doses of vitamin D3.Single oral doses of vita-min D3(7 500 μg and 15 000 μg)are safe and effec-tive dosing regimens for improving vitamin D insuf-ficiency or deficiency in Asian adults.Regular moni-toring of vitamin D levels before and during treat-ment is recommended to achieve the optimal out-comes of personalized therapy.
8.Direction and clinical practice of traditional Chinese medicine in the prevention and treatment of cancer
Xinyi MA ; Bowen XU ; Jie LI ; Ying ZHANG ; Luchang CAO ; Yuansha GE ; Guanghui ZHU ; Xiaoyu ZHU ; Jingyuan WU ; Xinmiao WANG
Chinese Journal of Oncology 2025;47(2):121-128
Cancer is a major chronic disease that threatens human health, while traditional Chinese medicine (TCM) is a unique method for cancer prevention and treatment in China. After about 70 years of innovation and development, TCM has made constant progress in areas such as the clinical diagnosis, treatment, evidence-based researches, and mechanism exploration of cancer. It has special advantages in aspects such as reducing toxicity, enhancing treatment efficacy, managing symptoms, accelerating recovery, preventing recurrence and metastasis, and prolonging advanced-stage survival. However, there are still bottlenecks for TCM in cancer care. This paper cuts in the key links between TCM and western medicine in their combined application in cancer prevention and treatment, and take the original TCM theories on cancer as the lead, high-quality evidence-based researches as the drive, and analysis on the dynamic mechanism as the core, to show the advantages and effects of TCM in cancer treatment in an all-round way. It also aims to provide novel strategies for sustainable and innovative development and for formulation of comprehensive schemes that integrate TCM and western medicine for cancer prevention and treatment.
9.Application of serum microRNA-30b-5p and microRNA -141-3p levels in the diagnosis of early neonatal ventilator-associated pneumonia
Chinese Journal of Postgraduates of Medicine 2025;48(4):344-348
Objective:To explore the application of serum microRNA (miR)-30b-5p and miR-141-3p levels in the diagnosis of early neonatal ventilator-associated pneumonia (VAP).Methods:From January 2020 to January 2023, 90 hospitalized newborns who received invasive mechanical ventilation in the Qingdao Eighth People′s Hospital were retrospectively selected as the study subjects. Among them, 49 cases with VAP were as the VAP group, and 41 cases without VAP were as the non VAP group. The serum levels of miR-30b-5p and miR-141-3p were measured before and 48 h after mechanical ventilation in the two groups, and the pulmonary infection scoring system (CPIS) was applied to evaluate the pulmonary infection status. Spearman test was applied to analyze the correlation between serum miR-30b-5p, miR-141-3p levels and CPIS scores; Logistic regression was applied to analyze the influencing factors of VAP; the efficacy of serum miR-30b-5p and miR-141-3p levels alone and in combination for the diagnosis of VAP were analyzed by the receiver operating characteristic (ROC) curve.Results:After 48 h of mechanical ventilation, compared with the non VAP group, the serum levels of miR-30b-5p and miR-141-3p in the VAP group were obviously reduced, while the CPIS scores in the VAP group was obviously increased: (0.47 ± 0.15) μg/L vs. (1.02 ± 0.24) μg/L, (0.36 ± 0.11) μg/L vs. (1.02 ± 0.28) μg/L, (5.19 ± 1.24) scores vs. (3.74 ± 1.08) scores, there were statistical differences ( P<0.05). The results of Spearman test showed that serum levels of miR-30b-5p and miR-141-3p were negatively correlated with CPIS scores ( r = - 0.572, - 0.580, P<0.05). Logistic regression analysis showed that serum miR-30b-5p, miR-141-3pand CPIS scores were risk factors that affected VAP in newborns. The results of ROC curve analysis showed that the area under the curve (AUC) of serum miR-30b-5p and miR-141-3p levels combined diagnosis was 0.891(95% CI 0.808 - 0.947), which was higher than the AUC of diagnosed separately ( Z = 1.96, 2.44, P<0.05). Conclusions:Abnormal expression of miR-30b-5p and miR-141-3p in serum has certain diagnostic value for neonatal VAP, and can provide certain reference for clinical diagnosis.
10.Mediating effect of psychological flexibility between recurrence risk perception and health behavior in stroke patients
Ruili MA ; Mengting QIAO ; Yating ZHOU ; Wenjia SUN ; Yanyan LYU ; Xu ZHOU ; Yi WANG ; Xiaoyu WU ; Ruili YU
Chinese Journal of Modern Nursing 2025;31(34):4725-4729
Objective:To investigate the mediating effect of psychological flexibility between recurrence risk perception and health behavior in stroke patients.Methods:From July to December 2024, 233 stroke patients at the First Affiliated Hospital of Zhengzhou University were selected using convenience sampling. Electronic questionnaires were used to collect patients' general information, perception of stroke recurrence risk, health behavior, and psychological flexibility.Results:The scores for recurrence risk perception, psychological flexibility, and health behavior of 233 stroke patients were (39.75±4.39), (47.45±4.19), and (54.04±3.78), respectively. Health behavior were positively correlated with recurrence risk perception ( r=0.495, P<0.01), and negatively correlated with psychological flexibility ( r=-0.367, P<0.01). Psychological flexibility partially mediated the relationship between recurrence risk perception and health behavior, with an effect value of 0.080 and an effect proportion of 17.5% (0.080/0.458) . Conclusions:Recurrence risk perception not only directly predicts health behavior in stroke patients but also indirectly influences their health behavior through psychological flexibility. Healthcare providers should enhance recurrence risk perception among stroke patients and incorporate the improvement of psychological flexibility as part of intervention strategies to improve patients' health behavior.

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