1.Structure, content and data standardization of rehabilitation medical records
Yaru YANG ; Zhuoying QIU ; Di CHEN ; Zhongyan WANG ; Meng ZHANG ; Shiyong WU ; Yaoguang ZHANG ; Xiaoxie LIU ; Yanyan YANG ; Bin ZENG ; Mouwang ZHOU ; Yuxiao XIE ; Guangxu XU ; Jiejiao ZHENG ; Mingsheng ZHANG ; Xiangming YE ; Jian YANG ; Na AN ; Yuanjun DONG ; Xiaojia XIN ; Xiangxia REN ; Ye LIU ; Yifan TIAN
Chinese Journal of Rehabilitation Theory and Practice 2025;31(1):21-32
ObjectiveTo elucidate the critical role of rehabilitation medical records (including electronic records) in rehabilitation medicine's clinical practice and management, comprehensively analyzed the structure, core content and data standards of rehabilitation medical records, to develop a standardized medical record data architecture and core dataset suitable for rehabilitation medicine and to explore the application of rehabilitation data in performance evaluation and payment. MethodsBased on the regulatory documents Basic Specifications for Medical Record Writing and Basic Specifications for Electronic Medical Records (Trial) issued by National Health Commission of China, and referencing the World Health Organization (WHO) Family of International Classifications (WHO-FICs) classifications, International Classification of Diseases (ICD-10/ICD-11), International Classification of Functioning, Disability and Health (ICF), and International Classification of Health Interventions (ICHI Beta-3), this study constructed the data architecture, core content and data standards for rehabilitation medical records. Furthermore, it explored the application of rehabilitation record summary sheets (home page) data in rehabilitation medical statistics and payment methods, including Diagnosis-related Groups (DRG), Diagnosis-Intervention Packet (DIP) and Case Mix Index. ResultsThis study proposed a systematic standard framework for rehabilitation medical records, covering key components such as patient demographics, rehabilitation diagnosis, functional assessment, rehabilitation treatment prescriptions, progress evaluations and discharge summaries. The research analyzed the systematic application methods and data standards of ICD-10/ICD-11, ICF and ICHI Beta-3 in the fields of medical record terminology, coding and assessment. Constructing a standardized data structure and data standards for rehabilitation medical records can significantly improve the quality of data reporting based on the medical record summary sheet, thereby enhancing the quality control of rehabilitation services, effectively supporting the optimization of rehabilitation medical insurance payment mechanisms, and contributing to the establishment of rehabilitation medical performance evaluation and payment based on DRG and DIP. ConclusionStructured rehabilitation records and data standardization are crucial tools for quality control in rehabilitation. Systematically applying the three reference classifications of the WHO-FICs, and aligning with national medical record and electronic health record specifications, facilitate the development of a standardized rehabilitation record architecture and core dataset. Standardizing rehabilitation care pathways based on the ICF methodology, and developing ICF- and ICD-11-based rehabilitation assessment tools, auxiliary diagnostic and therapeutic systems, and supporting terminology and coding systems, can effectively enhance the quality of rehabilitation records and enable interoperability and sharing of rehabilitation data with other medical data, ultimately improving the quality and safety of rehabilitation services.
2.Improvement effect of metformin on liver injury in non-alcoholic steatohepatitis rats
Shuang WU ; Hailin CHENG ; Dan LIU ; Ting XIAO ; Xingbang WU ; Huadong LI ; Xudong HU
China Pharmacy 2025;36(7):837-842
OBJECTIVE To investigate the effects of metformin (Met) on liver injury in non-alcoholic steatohepatitis (NASH) rats by regulating the PI3K/AKT/PDGF signaling pathway. METHODS NASH model was constructed by feeding rats with a high- glucose and high-fat diet, and assigned into Model group, Met low-dose group (Met-L group, 100 mg/kg), Met medium-dose group (Met-M group, 200 mg/kg), Met high-dose group (Met-H group, 400 mg/kg), and high dose of Met+PI3K activator group (Met-H+740 Y-P group, 400 mg/kg Met+50 mg/kg 740 Y-P), with 12 rats in each group. Another 12 rats were regarded as the Control group. Each group of rats was orally administered/injected with the corresponding medication once a day for 6 consecutive weeks. The changes in body weight and liver index of rats were recorded and analyzed. The pathological damage [evaluation of non-alcoholic fatty liver disease activity score (NAS)], lipid deposition (calculation of the proportion of oil red O-positive staining area), and fibrosis (calculation of collagen deposition score) were observed in liver tissue of rats. The levels of inflammatory factors [interleukin-6 (IL-6) and tumor necrosis factor-α (TNF-α)] in serum and liver tissue, the levels of serum lipid metabolism indicators [total cholesterol (TC), triglyceride (TG), and low-density lipoprotein cholesterol (LDL-C)] and liver function indicators [aspartate aminotransferase (AST) and alanine Δ 基金项目 武汉市知识创新专项项目(No.2022020801010588); aminotransferase (ALT)] were measured. The expression levels of PI3K/AKT/PDGF signaling pathway-related proteins and Caspase-3 in liver tissue of rats were determined. RESULTS Compared with the Control group, body weight, liver index, the levels of serum lipid metabolism indicators and liver function indicators, the levels of IL-6 and TNF-α in serum and liver tissue, the NAS, the proportion of oil red O-positive staining area, the collagen deposition fraction, and the levels of phosphorylated PI3K and AKT proteins, as well as the expression levels of PDGF and Caspase-3 proteins in liver tissue, were all significantly increased (P<0.05). The liver tissue showed severe pathological damage, characterized by an abundance of lipid droplets and pronounced collagen deposition. After the intervention with Met, the aforementioned quantitative indicators and pathological changes in rats were significantly improved in a dose- dependent manner (P<0.05). 740 Y-P could reverse the improvement effects of high dose of Met on the above indexes of rats (P< 0.05). CONCLUSIONS Met can improve liver damage, and alleviate inflammatory reactions and liver fibrosis of NASH rats, the mechanism of which may be associated with inhibiting PI3K/AKT/PDGF signaling pathway.
3.Finite element analysis of three internal fixation modalities for treatment of Pauwels type Ⅲ femoral neck fractures under different loading conditions
Zhenggang LI ; Xuehong SHANG ; Zhang WU ; Hong LI ; Chaojun SUN ; Huadong CHEN ; Zhe SUN ; Yi YANG
Chinese Journal of Tissue Engineering Research 2025;29(3):455-463
BACKGROUND:There is still no consensus on the optimal internal fixation for the treatment of Pauwels Ⅲ femoral neck fracture,and most of the related finite element analyses have been performed using a single simplified loading condition,and the biomechanical properties of commonly used internal fixation devices need to be further investigated. OBJECTIVE:To analyze the biomechanical characteristics of Pauwels Ⅲ femoral neck fractures treated with cannulated compression screw,dynamic hip screw,and femoral neck system by finite element method under different loading conditions of single-leg standing loads and sideways fall loads. METHODS:The DICOM data of healthy adult femur were obtained by CT scanning,imported into Mimics 15.0 software to obtain the rough model of bone tissue.The data exported from Mimics were optimized by Geomagics software,and then three internal fixation models were built and assembled with the femur model according to the parameters of the clinical application of the cannulated compression screw,dynamic hip screw,and femoral neck system by using Pro/E software.Finally,the three internal fixation models were imported into Ansys software for loading and calculation to analyze the stress distribution and displacement of the femur and the internal fixation under different working conditions of single-leg standing loads and sideways fall loads,as well as the stress characteristics of the calcar femorale and Ward's triangle. RESULTS AND CONCLUSION:(1)Under the single-leg standing load and the sideways fall load,the proximal femoral stress of the three internal fixation models was mainly distributed above the fracture end of the femoral neck.The peak stress of the proximal femoral end,fracture end,Ward triangle,and calcar femorale of the three internal fixation models were the smallest in the femoral neck system model and the largest in the cannulated compression screw model.(2)Under the single-leg standing load and the sideways fall load,the peak displacement of the proximal femur of the three internal fixation models was all located at the top of the femoral head,and the peak displacement was the smallest in the femoral neck system model and the largest in the cannulated compression screw model.(3)The peak displacement of the three internal fixation models was all located at the top of the internal fixation device under the single-leg standing and sideways fall loading conditions,and the peak displacement values were the smallest in the femoral neck system internal fixation model and the largest in the cannulated compression screw internal fixation model.(4)The internal fixation stress of the three internal fixation models was mainly distributed in the area near the fracture end of the internal fixation device under the single-leg standing and sideways fall loads,and the peak value of internal fixation stress was the smallest in the femoral neck system model and the largest in the cannulated compression screw model.(5)These results suggest that the mechanical stability of the femoral neck system is the best,but there may be a risk of stress shielding of the fracture end and calcar femorale.The stress of the internal fixation device of the femoral neck system is more dispersed,and the risk of internal fixation break is lower.
4.Methodological Evaluation of Advantages of Traditional Chinese Medicine Treatment of Sjögren's Syndrome
Wenjing LIU ; Shiya WU ; Ruihua LIU ; Xinyao ZHOU ; Juan JIAO ; Ying LIU ; Zeguang LI ; Zhenbin LI ; Huadong ZHANG ; Xiaopo TANG ; Quan JIANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(1):192-197
Screening and evaluating the diseases responding specifically to traditional Chinese medicine (TCM) will help to highlight the advantages of TCM treatment, and the evaluation method should be standardized with consideration to the unique characteristics of the diseases. The incidence of Sjögren's Syndrome (SS) is increasing year by year, while the pathogenesis of this disease remains unclear. Modern therapies for this disease include biological agents and immunosuppressants, which generally have unsatisfactory efficacy. The TCM treatment of SS focuses on the harmony of the physical and mental health. The Rheumatology Branch of the China Association of Chinese Medicine organizes experts in TCM, Western medicine, and evidence-based medicine to form working groups. Delphi method and bibliometric method were used for analysis, and SS was selected as a disease responding specifically to TCM. Furthermore, the evaluation system was established for this disease, and the consensus regarding this disease was reached after seminar discussion. This paper summarized the whole process of the evaluation of the advantages of TCM treatment of SS. First, because TCM atomization is widely used in clinical practice and enriches TCM administration methods, this therapy is included after other non-drug therapies were taken as characteristic therapies. Second, the evaluation indicators of therapeutic effect should be determined with consideration to international acceptance and the current research status. Third, the expression method should be accurate, standardized, and objective, highlight the natural advantages of TCM, and avoid arbitrary extension. This paper provides a reference for clinicians to explore other diseases responding specifically to TCM.
5.Prediction of sepsis within 24 hours at the triage stage in emergency departments using machine learning
Xie JINGYUAN ; Gao JIANDONG ; Yang MUTIAN ; Zhang TING ; Liu YECHENG ; Chen YUTONG ; Liu ZETONG ; Mei QIMIN ; Li ZHIMAO ; Zhu HUADONG ; Wu JI
World Journal of Emergency Medicine 2024;15(5):379-385
BACKGROUND:Sepsis is one of the main causes of mortality in intensive care units(ICUs).Early prediction is critical for reducing injury.As approximately 36%of sepsis occur within 24 h after emergency department(ED)admission in Medical Information Mart for Intensive Care(MIMIC-IV),a prediction system for the ED triage stage would be helpful.Previous methods such as the quick Sequential Organ Failure Assessment(qSOFA)are more suitable for screening than for prediction in the ED,and we aimed to find a light-weight,convenient prediction method through machine learning. METHODS:We accessed the MIMIC-IV for sepsis patient data in the EDs.Our dataset comprised demographic information,vital signs,and synthetic features.Extreme Gradient Boosting(XGBoost)was used to predict the risk of developing sepsis within 24 h after ED admission.Additionally,SHapley Additive exPlanations(SHAP)was employed to provide a comprehensive interpretation of the model's results.Ten percent of the patients were randomly selected as the testing set,while the remaining patients were used for training with 10-fold cross-validation. RESULTS:For 10-fold cross-validation on 14,957 samples,we reached an accuracy of 84.1%±0.3%and an area under the receiver operating characteristic(ROC)curve of 0.92±0.02.The model achieved similar performance on the testing set of 1,662 patients.SHAP values showed that the five most important features were acuity,arrival transportation,age,shock index,and respiratory rate. CONCLUSION:Machine learning models such as XGBoost may be used for sepsis prediction using only a small amount of data conveniently collected in the ED triage stage.This may help reduce workload in the ED and warn medical workers against the risk of sepsis in advance.
6.Establishing a dose-response curve for 60Co γ-ray irradiation-induced micronuclei in human peripheral blood cells using artificial intelligence-based color recognition
Mengyun WU ; Wei LI ; Huadong ZHANG ; Fang YUAN ; Xiuhong TAN
Chinese Journal of Radiological Medicine and Protection 2024;44(1):7-12
Objective:To identify micronuclei through the cytochalasin B blocking micronucleus method-based assay using scanning microscope, combined with the slide scanning software Metafer 4 and, accordingly, to establish a dose-response relationship between the dose of 60Co γ-rays and the frequency of micronuclei in human peripheral blood lymphocytes using artificial intelligence-based color recognition. Methods:Blood samples were collected from four healthy individuals (two men and two women) and were then exposed to varying doses of 60Co γ-ray radiation (0, 0.25, 0.5, 1, 2, 3, 4, 5 Gy) at a dosage rate of 0.74 Gy/min. Micronucleus slides were prepared as per the GBZ 128-2023 standard. The numbers of binuclear cells and micronuclei were recorded using an artificial intelligence-based color recognition analysis system. The dose-response curve was determined through fitting using the CABAS software. Then, the doses to both independent samples were estimated based on the curve. Results:Within a dose range of 0 to 5 Gy, the fitted micronucleus dose-response curve aligned with a quadratic polynomial model, with a regression equation of y = 0.032 1 D2+ 0.023 7 D+ 0.012 7 ( D denoting the dose, correlation coefficient R2=0.998). The dose estimations from the validation samples closely corresponded to the actual irradiation doses. Conclusions:Establishing the micronucleus dose-response curve provides a feasible method and basis for the rapid and accurate estimation of radiation biological doses in laboratory automation.
7.Analysis of factors influencing postoperative abdominal infection in critically ill patients with trauma
Qi ZHANG ; Huadong WU ; Weiying DING
International Journal of Surgery 2024;51(8):548-553
Objective:To explore the influencing factors of postoperative abdominal infection in critically ill patients with trauma.Methods:A retrospective case-control analysis was conducted on the clinical data of 82 patients who underwent critical surgery in Beijing Shijingshan Hospital from July 2020 to September 2023. There were 52 males and 30 females. Age ranged from 19 to 63 years old, with an average age of (44.50±14.55) years. According to whether the patient has developed infection after surgery, they were divided into an infected group ( n=20) and an uninfected group ( n=62). To compare the differences between the two groups intraoperative data (bleeding volume, cholangioenterostomy, crystal infusion volume, colloid infusion volume, laparoscopic use, operation time and surgical incision length) and postoperative data (ascites, anastomotic leakage, preventive stoma, pulmonary infection). Normally distributed measurement data were expressed as mean±standard deviation ( ± s), and independent samples t-test was used for comparison between groups; Chi-square test was used for comparison between groups for count data. Single factor analysis and multivariate Logistic regression were used to analyze the risk factors for postoperative abdominal infection in critically ill patients with trauma. Results:The number of cases of biliary intestinal anastomosis, bleeding volume, crystal infusion volume, and colloid infusion volume in the infected group were 12 cases, (573.26±206.21) mL, (4 531.0±258.0) mL, and (1 612.0±96.0) mL, respectively. The uninfected group was 14 cases, (468.25±174.21) mL, (2 753.0±226.0) mL, and (1 105.0±85.0) mL, respectively. The difference between the two groups was statistically significant ( P<0.05). The incidence rates of postoperative ascites, anastomotic fistula, prophylactic stoma, and postoperative pulmonary infection in the infected group were 25.00%, 65.00%, 25.00%, and 55.00%, respectively, while those in the non infected group were 9.68%, 27.42%, 51.61%, and 24.19%, respectively. The difference between the two groups was statistically significant ( P<0.05). Multivariate logistic regression analysis showed that postoperative ascites, biliary intestinal anastomosis, postoperative anastomotic fistula, and postoperative pulmonary infection ( OR=5.504, 4.432, 18.172, 7.687, 95% CI: 1.456-20.754, 1.175-16.669, 4.752-69.418, 2.141-27.595, P<0.05) were risk factors for the risk of postoperative abdominal infection. Conclusion:The risk factors for postoperative abdominal infection in critically ill patients with trauma include postoperative ascites, biliary intestinal anastomosis, postoperative anastomotic fistula, and postoperative pulmonary infection. Special attention needs to be paid to postoperative monitoring and treatment.
8.Remote ischemic conditioning-induced hyperacute and acute responses of plasma proteome in healthy young male adults: a quantitative proteomic analysis.
Siying SONG ; Hao WU ; Yunhuan LIU ; Duo LAN ; Baolian JIAO ; Shuling WAN ; Yibing GUO ; Da ZHOU ; Yuchuan DING ; Xunming JI ; Ran MENG
Chinese Medical Journal 2023;136(2):150-158
BACKGROUND:
Long-term remote ischemic conditioning (RIC) has been proven to be beneficial in multiple diseases, such as cerebral and cardiovascular diseases. However, the hyperacute and acute effects of a single RIC stimulus are still not clear. Quantitative proteomic analyses of plasma proteins following RIC application have been conducted in preclinical and clinical studies but exhibit high heterogeneity in results due to wide variations in experimental setups and sampling procedures. Hence, this study aimed to explore the immediate effects of RIC on plasma proteome in healthy young adults to exclude confounding factors of disease entity, such as medications and gender.
METHODS:
Young healthy male participants were enrolled after a systematic physical examination and 6-month lifestyle observation. Individual RIC sessions included five cycles of alternative ischemia and reperfusion, each lasting for 5 min in bilateral forearms. Blood samples were collected at baseline, 5 min after RIC, and 2 h after RIC, and then samples were processed for proteomic analysis using liquid chromatography-tandem mass spectrometry method.
RESULTS:
Proteins related to lipid metabolism (e.g., Apolipoprotein F), coagulation factors (hepatocyte growth factor activator preproprotein), members of complement cascades (mannan-binding lectin serine protease 1 isoform 2 precursor), and inflammatory responses (carboxypeptidase N catalytic chain precursor) were differentially altered at their serum levels following the RIC intervention. The most enriched pathways were protein glycosylation and complement/coagulation cascades.
CONCLUSIONS
One-time RIC stimulus may induce instant cellular responses like anti-inflammation, coagulation, and fibrinolysis balancing, and lipid metabolism regulation which are protective in different perspectives. Protective effects of single RIC in hyperacute and acute phases may be exploited in clinical emergency settings due to apparently beneficial alterations in plasma proteome profile. Furthermore, the beneficial effects of long-term (repeated) RIC interventions in preventing chronic cardiovascular diseases among general populations can also be expected based on our study findings.
Young Adult
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Humans
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Male
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Proteome
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Cardiovascular Diseases
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Proteomics
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Ischemia
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Blood Coagulation
10.Current situation and influencing factors of post-traumatic stress disorder among firefighters in Chongqing City
Fanhua ZENG ; Hui WANG ; Deqiong ZOU ; Xiaoping LI ; Jing ZENG ; Xu WU ; Qinghua ZUO ; Xiaorong WANG ; Huadong ZHANG
China Occupational Medicine 2023;50(5):571-577
{L-End}Objective To analyze the current status of post-traumatic stress disorder (PTSD) among firefighters in Chongqing City and explore its influencing factors. {L-End}Methods A total of 1 021 firefighters in Chongqing City were selected as the study subjects using the convenient sampling method. The PTSD Checklist Civilian Version was used to assess their PTSD symptom and characteristics. The Trait Coping Style Questionnaire and the Social Support Rating Scale were used to investigate coping styles and the level of social support. {L-End}Results The positive detection rate of PTSD among the study subjects was 4.6%(47/1 021), with positive detection rates of re-experiencing, avoidance/numbing, and hyperarousal symptoms of 7.0%, 9.2%, and 16.5%, respectively. The positive detection rates of re-experiencing, avoidance/numbing, and hyperarousal symptoms in the PTSD firefighters were higher than those in non-PTSD firefighters (83.0% vs 3.3%, 93.6% vs 5.1%, 100.0% vs 12.1%, respectively; all P<0.01). The results of the multivariate logistic regression analysis showed that being injured in the past six months and adopting a negative coping style were risk factors for PTSD [odds ratio (OR) and 95% confidence interval (CI) were 2.65 (1.07-6.56) and 1.26 (1.19-1.33), respectively; both P<0.05], while adopting a positive coping style and having a higher level of social support were protective factors for PTSD [OR and 95%CI were 0.90 (0.85-0.95) and 0.95 (0.91-0.99), respectively; both P<0.05]. {L-End}Conclusion The incidence of PTSD among the firefighters in Chongqing City is relatively high, with symptoms mainly characterized by hyperarousal. Being injured in the past six months, coping styles, and the level of social support are influencing factors for PTSD.

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