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
;
Male
;
Female
;
Adult
;
Aged
;
Cytokine Release Syndrome/etiology*
;
Adolescent
;
Young Adult
;
Aged, 80 and over
;
Wounds and Injuries/complications*
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Cytokines/blood*
;
Multiple Organ Failure/diagnosis*
;
Machine Learning
2.Effects of tri(2-chloroethyl)phosphate on reproductive function of male mice:Based on non-targeted metabolomics
Yang XU ; Yaofu LIN ; Wen LI ; Baohao LIU ; Guanjun LÜ ; Baosong WANG ; Jing LIU
National Journal of Andrology 2025;31(10):897-903
Objective To investigate the effects of organophosphate flame retardant tri(2-chloroethyl)phosphate(TCPP)on reproductive function in male mice by the approach of non-targeted metabolomics.Methods A total of twelve 6-week-old SPF male CD-1 mice were randomly divided into control group and TCPP group,with 6 mice in each group.TCPP group was given TCPP(at the dose of 100 mg/kg/d)intragastrically,and control group was intragastrically adminis-trated with the same amount of corn oil(solvent control).After 6 weeks,the mice were killed,and the sperm were isolated from the epididymis.The sperm concentration and viability were analyzed.Testicular tissue sections were stained with he-matoxylin,and ki67 expression was detected by immunohistochemistry.Non-targeted metabolomics was used to detect the difference of metabolites in testicular tissue between the two groups,and to analyze the difference of metabolites and related pathway changes between the two groups.Results Compared with control group,the total sperm motility of mice in TCPP treatment group was significantly decreased(P<0.05).HE staining showed irregular arrangement of spermatogenic tubule supporting cell layer in TCPP treatment group.The expression level of ki67 in testicular tissue of mice treated with TCPP was significantly decreased(P<0.05).Non-targeted metabolomics detected 266 up-regulated metabolites with statistical difference.And 554 down-regulated metabolites with statistical difference,among which the largest difference multiples were organic acids and amino acid metabolites.The pathways with the highest concentration of differential metabolites in-cluded purine metabolism,nucleotide metabolism,amino acid metabolism,cofactor synthesis,etc.,which were mainly re-lated to basic cell life activities,pathophysiology and chemical carcinogenesis.Conclusion TCPP can significantly re-duce sperm motility and ki67 expression in mice at the dosage of 100 mg/kg/d,which might be related to its influence on key metabolic pathways such as purine,amino acid and pyruvate.
3.Right heart contrast-enhanced echocardiographic diagnosis of a left superior vena cava aneurysm
Hui CHEN ; Aijuan FANG ; Ning ZHANG ; Guanjun GUO ; Lei LIU ; Jing YAO
Chinese Journal of Ultrasonography 2025;34(4):352-353
Permanent left superior vena cava aneurysm is a rare mediastinal venous lesion,the majority of the literature is in the form of case reports. In this article,a 50-year-old female with an incidental permanent left superior vena cava aneurysm discovered on echocardiography in Nanjing Gulou Hospital,and the right heart contrast-enhanced echocardiographic played an important role in the process of clear diagnosis. The patient was observed without intervention. No complications were attributable to the permanent left superior vena cava aneurysm during follow-up.
4.A case of stiff person syndrome with symptoms similar to panic attack
Wanyan ZHOU ; Caiping LIU ; Haiying CHEN ; Wanying LIU ; Siying XIANG ; Xinyi QIAN ; Xin LI ; Xiaohua LIU ; Guanjun LI
Chinese Journal of Psychiatry 2025;58(1):51-54
Stiff person syndrome (SPS) is a rare neuro-immune disorder characterized by exaggerated startle responses and muscle spasms in response to minor stimuli. SPS is often misdiagnosed as panic disorder or agoraphobia. This paper reported a case of a patient with SPS presenting symptoms similar to panic attack. The patient had been misdiagnosed as dystonia, anxiety disorder and panic attack. The patient was finally correctly diagnosed through multiple disciplinary team discussions. This study integrates a comprehensive understanding of symptomatology and patient-reported experiences with targeted neurological evaluations and supplementary diagnostic tools to improve the accuracy of etiological diagnoses. This study aims to enhance the ability of psychiatrists to recognize somatic diseases presenting with psychiatric symptoms and to improve clinical diagnostic and treatment levels.
5.Effects of tri(2-chloroethyl)phosphate on reproductive function of male mice:Based on non-targeted metabolomics
Yang XU ; Yaofu LIN ; Wen LI ; Baohao LIU ; Guanjun LÜ ; Baosong WANG ; Jing LIU
National Journal of Andrology 2025;31(10):897-903
Objective To investigate the effects of organophosphate flame retardant tri(2-chloroethyl)phosphate(TCPP)on reproductive function in male mice by the approach of non-targeted metabolomics.Methods A total of twelve 6-week-old SPF male CD-1 mice were randomly divided into control group and TCPP group,with 6 mice in each group.TCPP group was given TCPP(at the dose of 100 mg/kg/d)intragastrically,and control group was intragastrically adminis-trated with the same amount of corn oil(solvent control).After 6 weeks,the mice were killed,and the sperm were isolated from the epididymis.The sperm concentration and viability were analyzed.Testicular tissue sections were stained with he-matoxylin,and ki67 expression was detected by immunohistochemistry.Non-targeted metabolomics was used to detect the difference of metabolites in testicular tissue between the two groups,and to analyze the difference of metabolites and related pathway changes between the two groups.Results Compared with control group,the total sperm motility of mice in TCPP treatment group was significantly decreased(P<0.05).HE staining showed irregular arrangement of spermatogenic tubule supporting cell layer in TCPP treatment group.The expression level of ki67 in testicular tissue of mice treated with TCPP was significantly decreased(P<0.05).Non-targeted metabolomics detected 266 up-regulated metabolites with statistical difference.And 554 down-regulated metabolites with statistical difference,among which the largest difference multiples were organic acids and amino acid metabolites.The pathways with the highest concentration of differential metabolites in-cluded purine metabolism,nucleotide metabolism,amino acid metabolism,cofactor synthesis,etc.,which were mainly re-lated to basic cell life activities,pathophysiology and chemical carcinogenesis.Conclusion TCPP can significantly re-duce sperm motility and ki67 expression in mice at the dosage of 100 mg/kg/d,which might be related to its influence on key metabolic pathways such as purine,amino acid and pyruvate.
6.Application of polymyxin B in treatment of patients with severe infections and distribution of plasma concentration
Jiabing XU ; Guanjun ZHAN ; Jin LU ; Shanshan MENG ; Nini LI ; Zhongjing MENG ; Zhongqiu LIU
Chinese Journal of Nosocomiology 2025;35(10):1502-1507
OBJECTIVE To analyze the clinical characteristics of the patients with severe infections who were treated with polymyxin B and compare the plasma concentration of polymyxin B among the patients with severe infections with different creatinine clearance rates(Ccr).METHODS The clinical data were collected from 152 patients with severe infections who were treated with intravenous polymyxin B in intensive care unit(ICU)of Zhongda Hospital Affiliated to Southeast University from Jan.2021 to Mar.2023.The trough concentration(Cmin),median concen-tration(C1/2t)and peak concentration(Cmax)of polymyxin B were determined after 5 doses were completed.Based of the area under the curve(AUC)of drug concentration of polymyxin B(AUC0~24h)combined with the Ccr level[the ≤30 to<60 ml/min group(n=40),the 60 to<130ml/min group(n=79),and the ≥ 130ml/min group(n=33)],the AUC0~24h of polymyxin B were calculated,and the influence of Ccr on the plasma concentration was observed.RESULTS Among the 152 patients with severe infections,118 were male,and 34 were female,with the age ranging between 20 and 90 years old;the patients with high blood pressure accounted for 14.47%(22/152),the patients with diabetes mellitus 7.24%(11/152).Polymyxin B is primarily used in clinical settings for the treatment of pulmonary infections and bloodstream infections caused by carbapenem-resistant Acinetobacter baumannii and Klebsiella pneumoniae.The median initial dose and the median maintenance dose were 1.35(1.00,1.67)mg/kg q12 h and 1.07(0.83,1.25)mg/kg q12 h,respectively.The median AUC0~24h of polymyxin B was 76.57(54.65,106.47)μg·h/ml among the 152 patients,and the patients with AUC0~24 h ranging between 50 and 100 μg·h/ml accounted for 53.95%(82/152).Although the median AUC0~24h of polymyxin B of all the three groups ranged between 50 and 100)μg·h/ml,there were significant differences in Cmin,C1/2t,Cmax and AUC0~24h among the three groups(P<0.05).In addition,there were significant differences in the AUC0~24h of polymyxin B less than 50 μg·h/ml,ranging between 50 and 100 μg·h/ml and more than 100 μg·h/ml among the three groups of patients(x2=21.632,P<0.001).CONCLUSION Therapeutic drug monitoring(TDM)is nec-essary for the patients with severe infection who receive the polymyxin B for treatment,especially for the patients with Ccr ≤30 to<60 ml/min and Ccr ≥130 ml/min.
7.Application of polymyxin B in treatment of patients with severe infections and distribution of plasma concentration
Jiabing XU ; Guanjun ZHAN ; Jin LU ; Shanshan MENG ; Nini LI ; Zhongjing MENG ; Zhongqiu LIU
Chinese Journal of Nosocomiology 2025;35(10):1502-1507
OBJECTIVE To analyze the clinical characteristics of the patients with severe infections who were treated with polymyxin B and compare the plasma concentration of polymyxin B among the patients with severe infections with different creatinine clearance rates(Ccr).METHODS The clinical data were collected from 152 patients with severe infections who were treated with intravenous polymyxin B in intensive care unit(ICU)of Zhongda Hospital Affiliated to Southeast University from Jan.2021 to Mar.2023.The trough concentration(Cmin),median concen-tration(C1/2t)and peak concentration(Cmax)of polymyxin B were determined after 5 doses were completed.Based of the area under the curve(AUC)of drug concentration of polymyxin B(AUC0~24h)combined with the Ccr level[the ≤30 to<60 ml/min group(n=40),the 60 to<130ml/min group(n=79),and the ≥ 130ml/min group(n=33)],the AUC0~24h of polymyxin B were calculated,and the influence of Ccr on the plasma concentration was observed.RESULTS Among the 152 patients with severe infections,118 were male,and 34 were female,with the age ranging between 20 and 90 years old;the patients with high blood pressure accounted for 14.47%(22/152),the patients with diabetes mellitus 7.24%(11/152).Polymyxin B is primarily used in clinical settings for the treatment of pulmonary infections and bloodstream infections caused by carbapenem-resistant Acinetobacter baumannii and Klebsiella pneumoniae.The median initial dose and the median maintenance dose were 1.35(1.00,1.67)mg/kg q12 h and 1.07(0.83,1.25)mg/kg q12 h,respectively.The median AUC0~24h of polymyxin B was 76.57(54.65,106.47)μg·h/ml among the 152 patients,and the patients with AUC0~24 h ranging between 50 and 100 μg·h/ml accounted for 53.95%(82/152).Although the median AUC0~24h of polymyxin B of all the three groups ranged between 50 and 100)μg·h/ml,there were significant differences in Cmin,C1/2t,Cmax and AUC0~24h among the three groups(P<0.05).In addition,there were significant differences in the AUC0~24h of polymyxin B less than 50 μg·h/ml,ranging between 50 and 100 μg·h/ml and more than 100 μg·h/ml among the three groups of patients(x2=21.632,P<0.001).CONCLUSION Therapeutic drug monitoring(TDM)is nec-essary for the patients with severe infection who receive the polymyxin B for treatment,especially for the patients with Ccr ≤30 to<60 ml/min and Ccr ≥130 ml/min.
8.Right heart contrast-enhanced echocardiographic diagnosis of a left superior vena cava aneurysm
Hui CHEN ; Aijuan FANG ; Ning ZHANG ; Guanjun GUO ; Lei LIU ; Jing YAO
Chinese Journal of Ultrasonography 2025;34(4):352-353
Permanent left superior vena cava aneurysm is a rare mediastinal venous lesion,the majority of the literature is in the form of case reports. In this article,a 50-year-old female with an incidental permanent left superior vena cava aneurysm discovered on echocardiography in Nanjing Gulou Hospital,and the right heart contrast-enhanced echocardiographic played an important role in the process of clear diagnosis. The patient was observed without intervention. No complications were attributable to the permanent left superior vena cava aneurysm during follow-up.
9.A case of stiff person syndrome with symptoms similar to panic attack
Wanyan ZHOU ; Caiping LIU ; Haiying CHEN ; Wanying LIU ; Siying XIANG ; Xinyi QIAN ; Xin LI ; Xiaohua LIU ; Guanjun LI
Chinese Journal of Psychiatry 2025;58(1):51-54
Stiff person syndrome (SPS) is a rare neuro-immune disorder characterized by exaggerated startle responses and muscle spasms in response to minor stimuli. SPS is often misdiagnosed as panic disorder or agoraphobia. This paper reported a case of a patient with SPS presenting symptoms similar to panic attack. The patient had been misdiagnosed as dystonia, anxiety disorder and panic attack. The patient was finally correctly diagnosed through multiple disciplinary team discussions. This study integrates a comprehensive understanding of symptomatology and patient-reported experiences with targeted neurological evaluations and supplementary diagnostic tools to improve the accuracy of etiological diagnoses. This study aims to enhance the ability of psychiatrists to recognize somatic diseases presenting with psychiatric symptoms and to improve clinical diagnostic and treatment levels.
10.Effect of LncRNA SNHG1 on homocysteine-induced podocytespyrophosis
Zhenghao ZHANG ; Fang MA ; Qing ZHANG ; Tongtong XIA ; Honglin LIU ; Zhigang BAI ; Guanjun LU ; Jingwen ZHANG ; Hongjian PENG ; Yideng JIANG ; Shengchao MA
The Journal of Practical Medicine 2024;40(4):476-482
Objective To investigate the role of lncRNA SNHG1 in homocysteine-induced pyroptosis of podocyte.Methods Cbs+/-mice were randomly divided into two groups:a normal diet group(ND)and a high me-thionine diet group(HMD).Western blotting was used to detect the protein expression levels of Caspase-1,Cleaved Caspase-1,and NLRP3.Mouse renal glomerular podocytes were cultured in vitro,and then assigned into a control group(Control,0 μmol/L Hcy)and a homocysteine intervention group(Hcy,80 μmol/L Hcy).Western blotting was used to detect the protein expression levels of Caspase-1,Cleaved Caspase-1,and NLRP3.Mouse renal glomerular podocyion group(OE-NC + Hcy)and the lncSNHG1 overexpression + homocysteine intervention group(OE-SNHG1 + Hcy)were also established.After 48 hours of intervention,Real-time fluorescence quantita-tive PCR was used to detect the expression of lncSNHG1 in podocytes after Hcy intervention.Western blot was used to detect the expressions of Caspase-1,Cleaved Caspase-3 and NLRP3.Immunofluorescence was used to de-tect the expression levels of GSDMD and GSDMD-N.ELISA was used to detect the contents of IL-1β and IL-18.Results(1)In the animal experiments,the expression levels of pyroptosis-related proteins Caspase-1,Cleaved Caspase-1,NLRP3,GSDMD,and GSDMD-N were all increased in the HMD group compared with the ND group.(2)In the cellular experiments,the expression levels of Caspase-1,Cleaved Caspase-1,NLRP3,GSDMD,and GSDMD-N were all increased in the Hcy group compared with the Control group,and the contents of pyroptosis-mediated inflammatory factors IL-1β and IL-18 were increased as well.(3)In the cellular experiments,the expres-sion of lncSNHG1 was increased in the Hcy group compared with the control group.After transduction with lnc-SNHG1 lentivirus,the expression of lncSNHG1 was increased in the OE-SNHG1 group,compared with the control group and the OE-NC group.(4)In the cellular experiments,the expressions of pyroptosis-related proteins Cas-pase-1,Cleaved Caspase-1,NLRP3,GSDMD,and GSDMD-N were increased compared with the OE-NC+Hcy group,and the contents of pyroptosis-mediated inflammatory factors IL-1β and IL-18 were increased in the OE-SNHG1+Hcy group.Conclusion These results indicate that lncSNHG1 may play a role in promoting Hcy induced podocytepyroptosis.

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