1.Early prediction and warning of MODS following major trauma via identification of cytokine storm: A prospective cohort study.
Panpan CHANG ; Rui LI ; Jiahe WEN ; Guanjun LIU ; Feifei JIN ; Yongpei YU ; Yongzheng LI ; Guang ZHANG ; Tianbing WANG
Chinese Journal of Traumatology 2025;28(6):391-398
PURPOSE:
Early mortality in major trauma has decreased, but MODS remains a leading cause of poor outcomes, driven by trauma-induced cytokine storms that exacerbate injuries and organ damage.
METHODS:
This prospective cohort study included 79 major trauma patients (ISS >15) treated in the National Center for Trauma Medicine, Peking University People's Hospital, from September 1, 2021, to July 31, 2023. Patients (1) with ISS >15 (according to AIS 2015), (2) aged 15-80 years, (3) admitted within 6 h of injury, (4) having no prior treatment before admission, were included. Exclusion criteria were (1) GCS score <9 or AIS score ≥3 for TBI, (2) confirmed infection, infectious disease, or high infection risk, (3) pregnancy, (4) severe primary diseases affecting survival, (5) recent use of immunosuppressive or cytotoxic drugs within the past 6 months, (6) psychiatric patients, (7) participation in other clinical trials within the past 30 days, (8) patients with incomplete data or missing blood samples. Admission serum inflammatory cytokines and pathophysiological data were analyzed to develop machine learning models predicting MODS within 7 days. LR, DR, RF, SVM, NB, and XGBoost were evaluated based on the area under the AUROC. The SHAP method was used to interpret results.
RESULTS:
This study enrolled 79 patients with major trauma, and the median (Q1, Q3) age was 51 (35, 59) years (52 males, 65.8%). The inflammatory cytokine data were collected for all participants. Among these patients, 35 (44.3%) developed MODS, and 44 (55.7%) did not. Additionally, 2 patients (2.5%) from the MODS group succumbed. The logistic regression model showed strong performance in predicting MODS. Ten key cytokines, IL-18, Eotaxin, MCP-4, IP-10, CXCL12, MIP-3α, MCP-1, IL-1RA, Cystatin C, and MRP8/14 were identified as critical to the trauma-induced cytokine storm and MODS development. Early elevation of these cytokines achieved high predictive accuracy, with an AUROC of 0.887 (95% CI 0.813-0.976).
CONCLUSION
Trauma-induced cytokine storms are strongly associated with MODS. Early identification of inflammatory cytokine changes enables better prediction and timely interventions to improve outcomes.
Humans
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Prospective Studies
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Middle Aged
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Male
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Female
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Adult
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Aged
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Cytokine Release Syndrome/etiology*
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Adolescent
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Young Adult
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Aged, 80 and over
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Wounds and Injuries/complications*
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Cytokines/blood*
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Multiple Organ Failure/diagnosis*
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Machine Learning
2.Value of three-dimensional speckle tracking echocardiography in evaluation of left ventricular diastolic function in elderly patients with heart failure
Jie LI ; Guanjun GUO ; Yining YANG ; Yu PENG
Journal of Chinese Physician 2021;23(11):1673-1676
Objective:To analyze the value of three-dimensional speckle tracking echocardiography (3D-STE) in evaluation of left ventricular diastolic function in elderly patients with heart failure (HF).Methods:130 elderly patients with heart failure (HF pEF) with preserved left ventricular ejection fraction in Gulou Hospital Affiliated to Medical College of Nanjing University from January 2018 to October 2019 were studied. All of them were examined by conventional ultrasound, 3D-STE and left-heart catheterization. Their cardiac three-dimensional full-volume dynamic images were collected and then analyzed with three-dimensional speckle tracking technique. The global longitudinal strain (GLS), global radial strain (GRS), global circumferential strain (GCS), and global area strain (GAS) were measured. According to the detected left ventricular end diastolic pressure (LVEDP), the patients were divided into the normal left ventricular diastolic function group (LVEDP≤15 mmHg) and the left ventricular diastolic dysfunction group (LVEDP>15 mmHg). The GLS, GRS, GCS and GAS of the two groups were compared. Pearson correlation analysis was performed to analyze the correlation between GLS, GRS, GCS, GAS and LVEDP, and ROC curves were used to analyze efficiencies of GLS, GRS, GCS and GAS in prediction of left ventricular diastolic dysfunction.Results:The absolute values of GLS, GRS, GCS and GAS of the left ventricular diastolic dysfunction group were lower than those of the normal left ventricular diastolic function group ( P<0.05). The GLS, GCS and GAS were positively correlated with LVEDP ( P<0.05), while GRS was negatively correlated with LVEDP ( P<0.05). The AUC values of GLS, GRS, GCS and GAS for predicting left ventricular diastolic dysfunction were 0.667, 0.775, 0.762 and 0.840, respectively. The sensitivities were 79.17%, 72.22%, 69.44% and 80.56%, specificities were 48.28%, 70.69%, 82.76% and 77.59%, accuracy rates were 65.38%, 71.54%, 75.38% and 79.23%, respectively. Conclusions:The 3D-STE-related strain parameters GLS, GRS, GCS and GAS can be used as ultrasound indexes for assessment of left ventricular diastolic function in elderly patients with HF pEF, which is helpful for early detection of changes in left ventricular diastolic function in elderly patients with HF.
3.Application of removing red blood cell block technique in diagnosis of lung adenocarcinoma in bloody pleural effusion
Yu LIU ; Huilian HOU ; Guanjun ZHANG ; Hongyan WANG ; Yanxia SUI ; Zhe YANG
Cancer Research and Clinic 2021;33(7):518-522
Objective:To investigate the value of paraffin-embedded section of cell block in the diagnosis of lung adenocarcinoma in bloody pleural effusion.Methods:The data of 60 patients with lung adenocarcinoma diagnosed by bloody pleural effusion and confirmed by pathological biopsy in the First Affiliated Hospital of Xi'an Jiaotong University from June 2018 to June 2019 were retrospectively analyzed. Cell smears and paraffin-embedded sections of cell blocks using removed red blood cells sedim entation method were used to make cytological examination in bloody pleural effusion. The expressions of carcinoembryonic antigen (CEA), cytokeratin 7 (CK7), NapsinA, thyroid transcription factor 1 (TTF-1), cytokeratin 5/6 (CK5/6), calretinin, P63 and P40 in the specimens were detected by using immunohistochemistry. The results of histopathological examination were used as the gold standard, and the diagnostic values of cell block paraffin-embedded sections and cell smears for lung adenocarcinoma in bloody pleural effusion were evaluated and compared.Results:The cell block sections had a clear background, clear and easy to distinguish cell morphology, and can be made into permanent specimens. The bloody pleural effusion cell smears results of 60 cases of lung adenocarcinoma showed that 21 cases were diagnosed as atypical cells, 39 cases were diagnosed as adenocarcinoma, and the coincidence rate with the diagnosis of adenocarcinoma by histopathological examination results was 65% (39/60); the immunohistochemistry results of cell block paraffin-embedded sections of bloody pleural effusion showed that CK7, NapsinA, TTF-1 and CEA were positive, and P40, P63, CK5/6 and calretinin were negative, all 60 cases were diagnosed as adenocarcinoma according to the results, and the coincidence rate with the diagnosis of adenocarcinoma by histopathological examination results was 100% (60/60), which was significantly higher than that of cytological smears ( χ2 = 23.088, P < 0.01). Conclusions:The technique of paraffin-embedded section of cell block using removed red blood cells sedim entation method has a high diagnostic rate for lung adenocarcinoma in bloody pleural effusion, and it has a high coincidence rate with histopathological diagnosis. It can improve the accuracy of diagnosis of lung adenocarcinoma in bloody pleural effusion, and it also has a good reference value for cytological typing.
4. The Correlation Analysis of Turnover Intention,Moral Distress and Stressor in Nurses
Ye LUO ; Guanjun BAO ; Ruiming CHEN ; Cui MAO ; Baofang JIA ; Youqin YU ; Guofeng YU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2018;36(8):590-593
Objective:
To explore the turnover intention of nurses in Quzhou and its influential factors.
Methods:
From July to August in 2017 cross-sectional study and self-filled questionnaire are used to investigate 980 nurses from 7 hospitals in Quzhou, including two third-level hospitals and five second-level ones. T-test, F-test, Pearson and linear regression are used in data with the method of statistical analysis.
Results:
The total score of turnover intention of nurses was (14.95±3.17) points, and the index value was 62.27%, of which the turnover intention was above 78%. The analysis of Single factor showed that age (
5.Study on the Relationship of MiR-2 5 Targeting FBXO3 3 with Cell Apoptosis and Prognosis in Renal Cell Carcinoma
Xinying HE ; Shuwen WANG ; Yu LI ; Guanjun ZHANG
Journal of Modern Laboratory Medicine 2017;32(1):38-40,44
Objective To explore the correlation between miR-25 and FBXO33 in renal cell carcinoma (RCC),and to analyze the relationship with apoptosis and prognosis of renal cell carcinoma.Methods The 511 RCC chip results,from 1998 to 2013,were downloaded from the Cancer Genome Atlas (TCGA)database,and were analyzed for the correlation between miR-25 and FBXO33 by Pearson test.The expression of fluorescein were detected with the FBXO33 3’UTR wild-type,mu-tant and blank control luciferase reporter gene treated by miR-25.The viability of cells transient translated by the miR-25 mimic,siRNA and the controls were detected by CCK8 method.The apoptosis of cells transient translated by the miR-25 mimic,siRNA and the controls were detected by flow cytometry.58 cases with follow-up data were screened from TCGA by expression of FBXO33 negative correlation miR-25.The survival was analyzed between low expression of miR-25 combined with FBXO33 high expression group (n=34)with high expression of miR-25 combined with FBXO33 low expression group (n=24),using Log-rank test and Gehan-Breslow-Wilcoxon test.Results FBXO33 was negatively correlated with miR-25 in RCC tissue (r=-0.161 1,Pearson test).Compared with the control group,miR-25 could reduce the RLU of wild type group to 80.2%±2.6%,the difference was statistically significant (t=6.539,P=0.006).The RLU of mutation group was 103.5%±8.4% compared with that of blank control group,the difference was not statistically significant (t=0.041 3,P=0.968 4),compared with the blank group in 72h for the cell varibility,miR-25 siRNA group were elevated by 32.7%± 3.5%,the difference was statistically significant (P<0.05).The miR-25 mimic group were reduced by 23.3%±1.7%,the difference was statistically significant (P<0.05),and compared with the control group,the early apoptosis rate was de-creased in mimic-miR-25-3p group (8.83 ± 0.09 vs 12.83 ± 0.14),while the difference was statistically significant (t=42.17,P=0.005).The late apoptosis rate was slightly escalated (0.41±0.10 vs 0.33±0.15),while the difference was not statistically significant (t=0.75,P=0.639).Compared with the control group,the early apoptosis rate was increased in siR-NA-miR-25-3p group (19.05 ± 1.64 vs 13.68 ± 0.78),while the difference was statistically significant (t=5.12,P=0.006).But the late apoptosis rate was reduced (0.56±0.10 vs 0.62±0.08),while the difference was not statistically sig-nificant (t=0.83,P=0.376).The survival rate was higher in patients with low expression of miR-25 combined with high expression of FBXO33 (n=34)than that of miR-25 high expression combined with low expression of FBXO33 (n=24),the difference was statistically significant (Log-rank test P=0.025 2,Gehan-Breslow-Wilcoxon test P=0.004 9).Conclusion MiR-25 can inhibite FBXO33 in renal cell carcinoma,improve the cell activity,inhibit apoptosis and reduce the prognosis.
6.Immunohistochemical detection and molecular pathological examination of 142 cases of malignant pleural effusion
Yanxia SUI ; Yu LIU ; Na JIANG ; Yina JIANG ; Guanjun ZHANG
Chinese Journal of Clinical and Experimental Pathology 2017;33(3):292-296
Purpose To explore the role of cell blocks combined with immunohistochemical examination in the diagnosis and differential diagnosis of malignant pleural effusion,and to explore the role of pleural effusion cell blocks in lung adenocarcinoma molecular pathology examination.Methods 142 cases of malignant pleural effusion based cytology,cell blocks of HE staining and immunohistochemical staining by EnVision twostep were retrospectively analysed,the tumor classification was made through analyzing the characteristics of the cells combined with antibody expression.The detection of epidermal growth factor receptor (EGFR) gene mutation of 40 cases of lung adenocarcinoma diagnosed after immunohistochemical staining were used by ARMS-PCR method.Results Among 142 cases of malignant pleural effusion,there were 99 cases caused by lung adenocarcinoma,4 cases of lung small cell carcinoma,3 cases of lung squamous cell carcinoma,13 cases of breast carcinoma,9 cases of ovarian carcinoma,2 cases of gastric carcinoma,1 case of thyroid carcinoma,1 case of endometrial carcinoma,5 cases of mesothelioma,3 cases of lymphoma,1 case of malignant melanoma,1 case of synovial sarcoma.In 40 cases of lung adenocarcinoma pleural effusion cell block,there were 20 cases with EGFR mutations,9 cases of 19del mutations and 11 cases L858R mutations.Conclusion The pleural effusion cell blocks combined immunohistochemistry are useful to improve the accuracy of diagnosis of patients with pleural effusion,and helpful for the determination of classification and the primary site of tumor,assessment of prognosis.Pleural dffusion cell block may used to detect EGFR mutations of lung adenocarcinoma,which provide new source of specimen for the gene detection of lung adenocarcinoma.
7.Reliability and validity of Chinese version of Moral Distress Scale
Ye LUO ; Shuihong YAO ; Guofeng YU ; Guanjun BAO ; Ruiming CHEN
Chinese Journal of Practical Nursing 2017;33(34):2704-2708
Objective To translate Moral Distress Scale(MDS-R), and to test the reliability and validity of the Chinese version of MDS-R. Methods The MDS-R was translated, back translation and adapted according to Chinese culture. The reliability and validity of Chinese version of MDS-R was tested in 750 nurses in Quzhou city by item correlation analysis, content validity, exploratory factor analysis, confirmatory factor analysis, Cronbach′s Alpha coefficient and test-retest reliability. Results The internal consistency coefficient of the Chinese version of MDS-R ranged from 0.119-0.756 (P<0.01). The content validity was 0.952. validity.Factor analysis extracted three common factors, which explained 64.537% of variance of the total scale. Based on the exploratory factor analysis, a theoretical model was established for the scale and each factor, and the fitting degree of the theoretical model was verified by the data. After fitting the model, the fitness values of the first and the second order confirmatory factor analysis were all up to the standard level. The Cronbach's Alpha coefficient of the scale was 0.925, and the test-retest reliability was 0.900. Conclusions The Chinese version of MDS-R is reliable and valid, and can be used to measure the moral distress of nurses.
8.SilencingIGF-1R gene inhibits proliferation of human SMMC7721 cell and promotes its apoptosis through down-regulatingBMP2 expression
Jingzhong FU ; Longzhang HUANG ; Qiang YU ; Jiesheng CHU ; Meibo KUANG ; Guanjun XU
China Oncology 2016;26(4):297-302
Background and purpose:Insulin-like growth factor-1 (IGF-1) is a peptide that participates in many biological processes by stimulating the downstream signaling pathways through their interaction with IGF-1 re-ceptor (IGF-1R) and insulin receptor (IR). Bone morphogenetic proteins (BMPs) are a group of functional proteins which participate in the biological processes of proliferation and migration in many kinds of cancers and have become a hot area of cancer research. The study aimed to investigate the effects of silencingIGF-1R gene on the expression level ofBMP2 gene, and the cell proliferation and apoptosis of SMMC7721 cells.Methods:The RNAi plasmid targetingIGF-1R gene was constructed and transfected into SMMC7721 cells. Then the inhibition effect on the expression level of IGF-1R and BMP2 gene was detected by reverse transcription-polymerase chain reaction (RT-PCR) and Western blot. The SMMC7721 growth curve and cell apoptosis were detected by MTT assay and flow cytometry after they were transfected with RNAi plasmid.Results:The RNAi plasmid targetingIGF-1R gene was constructed successfully. The inhibition efficiencies at mRNA expression levels were 68.9% and 80.7% (IGF-1R gene), 79.5% and 83.3% (BMP2 gene), respectively, after transfection with IGF-1R-siRNA-1 and IGF-1R-siRNA-2 plasmid (P<0.05). The inhibition efficiencies at protein levels were 46.1% and 62.1% (IGF-1R gene,P<0.05), 42.5% and 60.9% (BMP2 gene,P<0.05), respectively. The results of MTT growth curve showed that the proliferation rate in the transfected SMMC7721 cells was significantly slower than that in the control group (P<0.05). The proportion of apoptotic cells in transfected groups was significantly higher than that in the control group (P<0.05).Conclusion:SilencingIGF-1R gene can downregulate the expression ofBMP2 gene at different levels that results in inhibition of cell proliferation and promotion of apoptosis in SMMC7721 cells.
9.Relationship between non -dipper heart rate and morbidity of coronary heart disease in patients with hypertension
Suming ZHANG ; Guanjun GUO ; Yu PENG ; Bugao SUN
Chinese Journal of cardiovascular Rehabilitation Medicine 2016;25(1):105-107
Objective:To observe the relationship between non -dipper heart rate and morbidity of coronary heart disease (CHD) in patients with hypertension .Methods :According to Holter monitored results ,a total of 130 pa‐tients with essential hypertension were divided into dipper heart rate group (n= 77 ) and non -dipper heart rate group (n=53) .Ambulatory blood pressure and dynamic ECG were monitored in two groups ,and CHD was diag‐nosed according to coronary angiography results .Ambulatory blood pressure ,ambulatory heart rate and incidence rate of CHD were compared and analyzed between two groups .Results:Compared with dipper heart rate group , there was significant reduction in daytime mean heart rate [ (73.45 ± 9.57) beats/min vs .(68.77 ± 12.61) beats/min] ,but significant rise in nighttime mean heart rate [ (61.30 ± 7.62) beats/min vs .(65.49 ± 12.97) beats/min] , P<0.05 both ;there were significant reductions in 24h mean diastolic blood pressure (DBP) [ (75.77 ± 10.91) mm‐Hg vs .(71.92 ± 9.30) mmHg] and daytime mean DBP [ (77.16 ± 11.11) mmHg vs .(72.81 ± 9.61) mmHg] , P<0.05 both in non -dipper heart rate group ,there were no significant difference in other blood pressure indexes be‐tween two groups (P>0.05);.Morbidity rate of CHD in non -dipper heart rate group was significantly higher than that of dipper heart rate group (71.70% vs .29.87% ,P=0.001) .Conclusion:Compared with dipper heart rate pa‐tients ,morbidity rate of CHD significantly rises in patients with hypertension and non -dipper heart rate .It may help to reduce occurrence of CHD by monitoring circadian changes of heart rate and recover circadian heart rate rhythm while treating hypertension .
10.Mechanism investigation of activation of ALDH2 against diabetes induced liver injury in rat model
Guanjun ZHANG ; Pinfang KANG ; Qiaofeng ZONG ; Ying YU ; Fangfang WANG ; Qin GAO
Chinese Pharmacological Bulletin 2014;(10):1414-1418
Aim To observe whether the activation of aldehyde dehydrogenase 2 ( ALDH2 ) can protect a-gainst diabetes induced liver injury in rat model, and analyze the role of JNK pathway in the liver protection induced by activation of ALDH2 . Methods All male SD rats were randomly divided into three groups: nor-mal control group ( Con ) , diabetes group ( DM ) and ethanol + diabetes group ( EtOH + DM ) . After 8 weeks, the fasting blood glucose ( FBG) level, glyco-sylated hemoglobin ( HbA1c) level, serum AST and ALT levels were measured. The changes of hepatic pa-thology were observed by hematoxylin and eosin ( HE) staining method. The protein expressions of ALDH2, JNK and p-JNK in liver tissue were measured. Result Compared with control group, in DM group, the lev-els of FBG and HbA1c, serum AST and ALT levels were increased significantly. The structure of liver mor-phology was destroyed, disarranged and unclear, the hepatocyte was swollen, and a large number of inflam-matory cells were infiltrated. ALDH2 protein expres-sion was decreased, while the expressions of JNK, p-JNK and the ratio of p-JNK/JNK were increased. Com-pared with DM group, in EtOH+DM group, the levels of FBG and HbA1c, serum AST and ALT levels were decreased. The expression of ALDH2 protein was in-creased, accompanying with the decrease of JNK, p-JNK protein expressions and the ratio of p-JNK/JNK. Conclusion Activation of ALDH2 can protect the liv-er against diabetes induced liver damage in rat model, which may be relevant with inhibiting the JNK path-way.

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