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.Follow-up and pre-visit model in public hospitals from the perspective of value co-creation
Xiaoyuan YANG ; Yannan ZHANG ; Juan LIU ; Yu ZHANG ; Hua HUANG
Modern Hospital 2025;25(2):190-193,197
Objective By exploring the establishment of a follow-up and pre-visit model,this study aims to facilitate the development of a modernized Chinese medical service model for public hospitals,characterized by optimized workflows,continu-ous care models,efficient services,comfortable environments,and patient-centered attitudes,thereby improving patient experi-ence and enhancing the quality of outpatient follow-up visits.Methods Under the value co-creation framework,with both healthcare providers and patients as core value stakeholders,this program introduced a self-service examination appointment plat-form,established a follow-up and pre-visit process,and implemented time-slot-based appointments for diagnosis and treatment.These steps aim to promote the equitable allocation of medical resources and refine the follow-up and pre-visit model in public hospitals.Results Implementation at Hospital P demonstrated that after process reengineering,patients'average in-hospital time reduced by nearly 135 minutes,significantly enhancing treatment efficiency,satisfaction levels among both medical staff and patients,and accessibility of medical services.Conclusion Grounded in value co-creation theory,the follow-up and pre-visit model of Hospital P is divided into three stages:mutual value positioning of both doctors and patients,collaborative value crea-tion,and sustained value continuation for both.This alignment between process reengineering goals and value co-creation out-comes helps improve the quality of medical services,better meet the medical needs of patients,and achieve a win-win scenario for both doctors and patients.
3.Progress of the LuxS/AI-2 quorum sensing system and its inhibitors in Porphyromonas gingivalis
Liuping YU ; Yannan CAO ; Meichun HU ; Tiankai ZHANG ; Zhuang DING ; Yufeng GAO ; Yanxiao ZHANG ; Fangyong ZHU
Chinese Journal of Microbiology and Immunology 2025;45(2):168-174
Porphyromonas gingivalis is an important pathogenic bacterium causing a variety of oral and systemic diseases. The LuxS/AI-2 quorum sensing system plays a key role in regulating numerous physiological processes such as biofilm formation, virulence factors and drug resistance in Porphyromonas gingivalis. Quorum sensing inhibitors are a new potential antibiotic substitute, a new method to control bacterial infection under the inhibition of biofilm formation, bacterial virulence and no induction of antibiotic resistance. This review is a summary of the research progress of the LuxS/AI-2 quorum sensing system in regulating biofilm formation, virulence, resistance and quorum sensing inhibitors in Porphyromonas gingivalis, and provides a theoretical basis for further research on the inhibitory targets of the LuxS/AI-2 quorum sensing system in Porphyromonas gingivalis.
4.Progress of the LuxS/AI-2 quorum sensing system and its inhibitors in Porphyromonas gingivalis
Liuping YU ; Yannan CAO ; Meichun HU ; Tiankai ZHANG ; Zhuang DING ; Yufeng GAO ; Yanxiao ZHANG ; Fangyong ZHU
Chinese Journal of Microbiology and Immunology 2025;45(2):168-174
Porphyromonas gingivalis is an important pathogenic bacterium causing a variety of oral and systemic diseases. The LuxS/AI-2 quorum sensing system plays a key role in regulating numerous physiological processes such as biofilm formation, virulence factors and drug resistance in Porphyromonas gingivalis. Quorum sensing inhibitors are a new potential antibiotic substitute, a new method to control bacterial infection under the inhibition of biofilm formation, bacterial virulence and no induction of antibiotic resistance. This review is a summary of the research progress of the LuxS/AI-2 quorum sensing system in regulating biofilm formation, virulence, resistance and quorum sensing inhibitors in Porphyromonas gingivalis, and provides a theoretical basis for further research on the inhibitory targets of the LuxS/AI-2 quorum sensing system in Porphyromonas gingivalis.
5.Follow-up and pre-visit model in public hospitals from the perspective of value co-creation
Xiaoyuan YANG ; Yannan ZHANG ; Juan LIU ; Yu ZHANG ; Hua HUANG
Modern Hospital 2025;25(2):190-193,197
Objective By exploring the establishment of a follow-up and pre-visit model,this study aims to facilitate the development of a modernized Chinese medical service model for public hospitals,characterized by optimized workflows,continu-ous care models,efficient services,comfortable environments,and patient-centered attitudes,thereby improving patient experi-ence and enhancing the quality of outpatient follow-up visits.Methods Under the value co-creation framework,with both healthcare providers and patients as core value stakeholders,this program introduced a self-service examination appointment plat-form,established a follow-up and pre-visit process,and implemented time-slot-based appointments for diagnosis and treatment.These steps aim to promote the equitable allocation of medical resources and refine the follow-up and pre-visit model in public hospitals.Results Implementation at Hospital P demonstrated that after process reengineering,patients'average in-hospital time reduced by nearly 135 minutes,significantly enhancing treatment efficiency,satisfaction levels among both medical staff and patients,and accessibility of medical services.Conclusion Grounded in value co-creation theory,the follow-up and pre-visit model of Hospital P is divided into three stages:mutual value positioning of both doctors and patients,collaborative value crea-tion,and sustained value continuation for both.This alignment between process reengineering goals and value co-creation out-comes helps improve the quality of medical services,better meet the medical needs of patients,and achieve a win-win scenario for both doctors and patients.
6.Establishment of irritable bowel syndrome model in rats by chronic water avoidance stress method and its evaluation
Tingting LIU ; Qingyu ZHANG ; Xiangshun ZHAO ; Yunlai SHI ; Yannan YU ; Zhengwen WANG ; Shaozong CHEN ; Chuwen FENG ; Tiansong YANG
Journal of Jilin University(Medicine Edition) 2024;50(3):840-846
Objective:To discuss the method for establishing the rat models of irritable bowel syndrome(IBS)by chronic water avoidance stress(WAS)method,and to evaluate its feasibility.Methods:Thirty male Wistar rats were randomly divided into control group(n=10)and model group(n=20).The rats in model group were induced by WAS method for 1 h everyday,lasting for 10 consecutive days;the rats in control group underwent no interventions.After modeling,the general conditions and body weights of the rats in two groups were observed and recorded.The elevated plus maze(EPM)test was used to detect the percentages of the number of open arm entries(OE)and the time spent in open arms(OT)of the rats in two groups;the abdominal withdrawal reflex(AWR)test was used to assess the visceral sensitivity of the rats in two groups;electrocardiography was used to detect the heart rate variability(HRV)of the rats in two groups;electromyography(EMG)of the external oblique muscle was used to detect the colorectal pain sensitivity thresholds of the rats in two groups;multi-channel physiological signal recorder was used to monitor the slow wave frequency of the colon of the rats in two groups.Results:There were no death rats in both groups during the modeling period.After modeling,the rats in model group exhibited poor mental status,reduced spontaneous activity,hypoactivity,disordered and dull fur,irritability,and unclean anal areas;whereas,the rats in control group showed no significant changes in the mental state,spontaneous activity,fur,and perianal area.Compared with control group,the body weight of the rats in model group was significantly decreased(P<0.05).The EPM test results showed that compared with control group,the OE percentage and OT percentage of the rats in model group were significantly decreased(P<0.01).The AWR test results showed that 12 rats in model group scored≥3 points,indicating that the successful rate in creating the visceral pain models was 60%.Compared with control group,the low frequency(LF)signals and the ratio of LF/high frequency(HF)of the rats in model group were significantly increased(P<0.01),and the HF was significantly decreased(P<0.05).The EMG results showed that compared with control group,the coloretal pain sensitivity threshold of the colon of the rats in model group was significantly decreased(P<0.01),and the slow wave frequency of the colon was significantly increased(P<0.01).Conclusion:The WAS method for establishing the rat model of IBS effectively demonstrates the changes in behavior and mental state,increased the visceral sensitivity,accelerated colonic slow wave frequency,and autonomic nervous system imbalance;the WAS method can serve as an effective modeling approach for observing and evaluating the related drugs and interventions on treatment of IBS.
7.Recent advance in role of resolvin D1 in inflammatory injury of major neurological diseases
Xiaoyu LYU ; Ziyou ZHANG ; Zhuang LI ; Dandan LI ; Mingrui LIU ; Yangyang ZHONG ; Yusong HE ; Yannan SHAO ; Yan YU ; Bensi ZHANG
Chinese Journal of Neuromedicine 2024;23(11):1172-1178
Neurodegenerative diseases are often associated with inflammatory mechanisms, where persistent or excessive inflammatory responses can lead to neuronal damage and subsequent pathological changes. In acute neurological conditions such as stroke or traumatic brain injury, inflammation is a key factor that triggers acute neuronal injury and long-term sequelae. In chronic neurodegenerative diseases, including Alzheimer's disease, cognitive dysfunction, Parkinson's disease, and multiple sclerosis, the chronic activation of inflammation is closely related to gradual degeneration of neurons. Resolvin D1 (RvD1), an endogenous pro-resolving mediator, plays a crucial role in controlling the intensity and duration of inflammation by inhibiting excessive activation of immune cells, modulating the release of pro-inflammatory cytokines, and maintaining the integrity of the blood-brain barrier. This review focuses on the mechanisms of RvD1 in mediating inflammatory damage in major neurological diseases, aiming to provide theoretical support for a deeper understanding of disease mechanism, optimized therapeutic strategies, and enhanced outcome.
8.Risk stratification value of HEART score combined with serial cardiac troponin in emergency patients with chest pain
Yao YU ; Dongxu CHEN ; Fengqing LIAO ; Yannan ZHOU ; Canguang CAI ; Humaerbieke ALIMA· ; Chen CHEN ; Siying ZHOU ; Chenling YAO ; Guorong GU
Chinese Journal of Emergency Medicine 2023;32(4):531-539
Objective:To explore the risk stratification value of HEART score combined with cardiac troponin (cTn) in emergency patients with chest pain.Methods:A total of 11 583 patients with chest pain who visited the Emergency Department of Zhongshan Hospital Affiliated to Fudan University from January to December 2019 were retrospectively collected. Patients who unfinished 0 h high-sensitivity cardiac troponin T (hs-cTnT) or electrocardiogram diagnosed ST-segment elevation myocardial infarction (STEMI) or lost to follow-up were excluded, and 7 057 patients were finally included. The final diagnosis of chest pain and the occurrence of major adverse cardiovascular events within 6 mon (6 m MACEs) were followed up by telephone and medical history. The HEART score of each patient was calculated by two attending physicians, and the patients were divided into the low-risk group (0-3 points), intermediate-risk group (4-6 points) and high-risk group (7-10 points) according to the final score. The risk stratification performance and safety of HEART score were observed and analyzed. A total of 1 884 patients who completed serial hs-cTnT tests were divided into groups according to HEART score (≤3 as low-risk group) and HEART score combined with serial hs-cTnT pathway (HEART score ≤3 and two hs-cTnT measurements <0.03 ng/mL as the low-risk group). The sensitivity (SE), specificity (SP), positive predictive value (PPV) and negative predictive value (NPV) of each diagnostic method were calculated to compare the diagnostic performance of the two predictive values.Results:The patients were divided into 3 groups by HEART score : 2 765 (39.2%) patients in the low-risk group, 3 438 (48.7%) in the intermediate-risk group, and 854 (12.1%) in the high-risk group. The incidence of 6 m MACEs in each group was 1.2%, 18% and 55.3%, respectively. When the low-risk threshold was 2, 23.1% of patients entered the low-risk group and the incidence of 6 m MACEs was 0.9%. The receiver operating characteristic (ROC) curve was drawn to evaluate the predictive performance of the HEART score for 6 m MACEs, and the final AUC was 0.831 ( P=0.006, 95% CI: 0.819-0.843). Regarding the occurrence of NSTEMI at the time of this visit, 4 (0.8%) patients were misdiagnosed by using the HEART score alone. Combined with serial troponin detection, the diagnostic SE and NPV were both 100%; at the same time, the diagnostic SE and NPV of 6 m MACEs in patients increased from 98.1% (95% CI: 96.9%-99.1%), 97.9% (95% CI: 96.2%-99%) to 99.1% (95% CI: 97.9%-99.7%) and 98.9% (95% CI: 97.4%-99.6%), the diagnosis SE and NPV of 6 m myocardial infarction and cardiac death in patients increased from 98% (95% CI: 96%-99.2%), 98.6% (95% CI: 97%-99.4%) to 99.2% (95% CI: 97.6%-99.8%) and 99.3% (95% CI: 98.1%-99.9%). Conclusions:The HEART score can be used for risk assessment in emergency patients with chest pain, and a threshold of 2 is recommended for the low-risk group. The diagnostic performance of HEART score combined with serial cTn is better than that of HEART score alone.
9.Construction and validation of early warning model for acute aortic dissection
Fengqing LIAO ; Chenling YAO ; Guorong GU ; Yao YU ; Dongxu CHEN ; Yannan ZHOU ; Canguang CAI ; Humaerbieke ALIMA· ; Chen CHEN ; Siying ZHOU ; Zhenju SONG ; Chaoyang TONG
Chinese Journal of Emergency Medicine 2023;32(7):874-880
Objective:To investigate the clinical characteristics of patients with acute aortic dissection (AAD) through a retrospective and observational study, and to construct an early warning model of AAD that could be used in the emergency room.Methods:The data of 11 583 patients in the Emergency Chest Pain Center from January to December 2019 were retrospectively collected from the Chest Pain Database of Zhongshan Hospital Affiliated to Fudan University. Inclusion criteria: patients with chest pain who attended the Emergency Chest Pain Center between January and December 2019. Exclusion criteria were 1) younger than 18 years, 2) no chest/back pain, 3) patients with incomplete clinical information, and 4) patients with a previous definite diagnosis of aortic dissection who had or had not undergone surgery. The clinical data of 9668 patients with acute chest/back pain were finally collected, excluding 53 patients with previous definite diagnosis of AAD and/or without surgical aortic dissection. A total of 9 615 patients were enrolled as the modeling cohort for early diagnosis of AAD. The patients were divided into the AAD group and non-AAD group according to whether AAD was diagnosed. Risk factors were screened by univariate and multivariate logistic regression, the best fitting model was selected for inclusion in the study, and the early warning model was constructed and visualized based on the nomogram function in R software. The model performance was evaluated by accuracy, specificity, sensitivity, positive likelihood ratio and negative likelihood ratio. The model was validated by a validation cohort of 4808 patients who met the inclusion/exclusion criteria from January 2020 to June 2020 in the Emergency Chest Pain Center of the hospital. The effect of early diagnosis and early warning model was evaluated by calibration curve.Results:After multivariate analysis, the risk factors for AAD were male sex ( OR=0.241, P<0.001), cutting/tear-like pain ( OR=38.309, P<0.001), hypertension ( OR=1.943, P=0.007), high-risk medical history ( OR=12.773, P<0.001), high-risk signs ( OR=7.383, P=0.007), and the first D-dimer value ( OR=1.165, P<0.001), Protective factors include diabetes( OR=0.329, P=0.027) and coronary heart disease ( OR=0.121, P<0.001). The area under the ROC curve (AUC) of the early diagnosis and warning model constructed by combining the risk factors was 0.939(95 CI:0.909-0.969). Preliminary validation results showed that the AUC of the early diagnosis and warning model was 0.910(95 CI:0.870-0.949). Conclusions:Sex, cutting/tear-like pain, hypertension, high-risk medical history, high-risk signs, and first D-dimer value are independent risk factors for early diagnosis of AAD. The model constructed by these risk factors has a good effect on the early diagnosis and warning of AAD, which is helpful for the early clinical identification of AAD patients.
10.Intraoperative assessment of blood supply to the femoral head after femoral neck fracture
Hui CHEN ; Hao ZHANG ; Yannan CHENG ; Ping DUAN ; Hanyu WANG ; Yu DENG ; Zhenyu PAN
Chinese Journal of Orthopaedic Trauma 2023;25(6):523-529
Objective:To explore intraoperative assessment of blood supply to the femoral head after femoral neck fracture, and the correlation between the blood supply and postoperative osteonecrosis of the femoral head.Methods:A retrospective analysis was performed of the 63 patients with femoral neck fracture who had been treated at Department of Orthopaedic Trauma and Microsurgery, Zhongnan Hospital of Wuhan University by open reduction and internal fixation with hollow compression screws from April 2016 to March 2021. They were 39 males and 24 females with an age of (44.9±13.6) years. There were 42 cases of Garden type Ⅲ and 21 cases of Garden type Ⅳ. Time from injury to operation was (4.1±2.4) days. After internal fixation, a hole was drilled using a 2.0 mm Kirschner wire at 2.0 cm above the femoral head-neck junction to observe the velocity, color, and characteristics of the blood oozing at the drill hole. The patients were divided into a good oozing group of 51 cases in whom bright red blood oozing was observed within 15 seconds after drilling and a poor oozing group of 12 cases in whom dark red blood oozing was observed beyond 15 seconds after drilling. The incidence of postoperative femoral head necrosis, Harris hip score, and visual analogue scale (VAS) for pain were compared between the 2 groups. Single factor and multi factor analyses were conducted using the Cox regression model to analyze the factors influencing postoperative femoral head necrosis in the patients.Results:The 63 patients were followed up for 24 (18, 36) months. The 2 groups were comparable because there was no significant difference in the preoperative general data between them ( P>0.05). Femoral head necrosis was observed in 3 cases in the good oozing group and in 5 cases in the poor oozing group, showing a significant difference between the 2 groups ( P<0.05). The Harris hip score [90.0 (86.0, 92.0)] and the VAS pain score [1.0 (1.0, 2.0)] at 1 year after surgery in the good oozing group were significantly better than those in the poor oozing group [85.5 (71.3, 88.8) and 2.5 (1.0, 3.8)] ( P<0.05). Multivariate Cox regression analysis showed that Garden type Ⅳ ( HR=6.784, 95% CI: 1.324 to 35.664, P=0.023) and intraoperative poor blood oozing ( HR=10.744, 95% CI: 2.359 to 51.774, P=0.003) were risk factors for femoral head necrosis after cannulated compression screw fixation of fractures of displaced femoral neck ( P<0.05). Conclusions:The blood supply to the femoral head after femoral neck fracture can be directly assessed by drilling a hole in the femoral head after open reduction and internal fixation. Intraoperative poor blood oozing is a risk factor for the femoral head necrosis after cannulated compression screw fixation of fractures of displaced femoral neck.

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