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.Roles of the Keap1/Nrf2 pathway and mitophagy in liver diseases.
Qihui ZHOU ; Panpan CEN ; Zhi CHEN ; Jie JIN
Journal of Zhejiang University. Science. B 2025;26(10):972-994
Nuclear factor erythroid 2-related factor 2 (Nrf2) is an intracellular transcription factor that helps protect against oxidative stress in different types of cells under pathological conditions. Mitochondria are vital organelles that function in diverse metabolic processes in the body, including redox reactions, lipid metabolism, and cell death. Mitophagy, a specific form of autophagy for damaged mitochondria, plays a critical role in the pathophysiology of liver diseases. In this review, we explain in detail the roles of the Nrf2 signaling pathway and mitophagy, and the relationship between them, in various hepatic diseases (nonalcoholic fatty liver disease, viral hepatitis, alcoholic liver disease, drug-induced liver injury, autoimmune hepatitis, hepatic ischemia‒reperfusion injury, and liver cancer). We also offer some potential insights and treatments relevant to clinical applications.
Humans
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NF-E2-Related Factor 2/metabolism*
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Mitophagy/physiology*
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Kelch-Like ECH-Associated Protein 1/metabolism*
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Signal Transduction
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Liver Diseases/etiology*
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Animals
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Oxidative Stress
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Mitochondria/metabolism*
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Non-alcoholic Fatty Liver Disease
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Liver Neoplasms
3.Monte Carlo simulation-based optimization of the rivaroxaban regimen for anticoagulation in patients with different classes of renal function
Qiaoling YU ; Weiwei ZHAI ; Yumeng LI ; Panpan JIN ; Bo QIU ; Huizhen WU
China Pharmacy 2024;35(24):3016-3022
OBJECTIVE To optimize the rivaroxaban dosing regimen for anticoagulation in patients with different renal function levels. METHODS The administration regimen was determined based on the drug instructions for rivaroxaban and the actual medication situation of the patient. The target concentration range and the subsection interval were established using rivaroxaban blood minimum concentration for patients from Hebei General Hospital and reference range of rivaroxaban laboratory monitoring concentration recommended by International Council for Standardization in Hematology. The probability of different dosing regimens in each target concentration range was investigated with Monte Carlo simulation using Oracle Crystal Ball software (V11.1.2.4). RESULTS A total of 97 patients with non-valvular atrial fibrillation were enrolled and the minimum concentration of rivaroxaban was tested 125 times with a median trough concentration of 32.2 ng/mL; a total of 121 patients with venous thrombosis were enrolled and the minimum concentration was tested 159 times with a median minimum concentration of 31.0 ng/mL. The reference range for steady-state minimum concentration in patients with non-valvular atrial fibrillation was 12-137 and 3-153 ng/mL, while the reference range for steady-state minimum concentration in patients with venous thrombosis was 6-239 and 3-224 ng/mL. Monte Carlo simulation results showed that in patients with non-valvular atrial fibrillation, the optimal rivaroxaban dosing regimen for patients with glomerular filtration rate (eGFR) 0-30 mL/min was 5 mg once daily; for patients with eGFR>30-60 mL/min, the optimal dosing regimen was 10-20 mg once daily or 5 mg twice daily; for patients with eGFR>60-90 mL/min, the optimal dosing regimen was 15-30 mg once daily or 5-10 mg twice daily; for patients with eGFR>90-120 mL/min, the optimal dosing regimen was 25-30 mg once daily or 5-15 mg twice daily. For patients with venous thrombosis, it is not recommended to use rivaroxaban more than 5 mg once daily for patients with eGFR 0-30 mL/min; the optimal dosing regimens of rivaroxaban were 5 mg once daily for patients with eGFR>30-60 mL/min, 25- 30 mg once daily or 5-15 mg twice daily for patients with eGFR>60-90 mL/min, 10-15 mg twice daily for patients with eGFR> 90-120 mL/min. CONCLUSIONS Rivaroxaban should be selected carefully as the anticoagulants for patients with severe renal function impairment. Rivaroxaban possesses a wide reference range in the minimum concentration and considerable individual variability. The dosage and frequency of rivaroxaban can be personalized through the Monte Carlo simulation method, taking into account patients’ renal function.
4.Setup error analysis of image registration using various regions of interest after individualized nasopharyngeal carcinoma radiotherapy immobilization
Panpan CAO ; Weiqing WANG ; Yu CHENG ; Jinyan LEI ; Shi LI ; Xiaolong SHI ; Haiyan PENG ; Fu JIN
Chinese Journal of Medical Physics 2024;41(2):151-157
Objective To explore the effects of image registration using various regions of interest(ROI)on the setup error for nasopharyngeal carcinoma(NPC)patients who were immobilized individually.Methods Forty-three NPC patients who required radiotherapy were enrolled.The patients were immobilized with customized plastic foam and thermoplastic mask,and CBCT verification was performed once a week.In CBCT images,ROI was divided into the whole ROI(ROIPTV)and 7 local ROI containing different cervical structures(ROIsphenoid sinus,ROIatlantoaxial,ROIneck3,ROIneck4,ROIneck5,ROIneck6,and ROIneck7),which were then used for registrations with localized CT image.The setup errors in superior-inferior(SI),left-right(LR),anterior-posterior(AP),Pitch,Roll,and Yaw directions were recorded.Results In SI direction,the setup errors within 0.3 cm accounted for 89.74%for ROIneck7,and more than 90%for the other ROI.The proportion of setup errors within 0.3 cm gradually increased with the neck upward in LR direction,and they were 76.78%,81.70%,85.26%,and above 90%for ROIneck7,ROIneck6,ROIneck5,and the other ROI,respectively.In AP direction,the proportions of setup errors within 0.3 cm were less than 90%,except for ROIatlantoaxial and ROIneck3.The setup errors of ROIsphenoid sinus,ROIatlantoaxial,ROIneck3,and ROIneck4 were significantly positively correlated with ROIPTV in SI direction,and the correlation coefficients(R)were 0.94,0.95,0.90,and 0.83,respectively.In LR direction,there were positive correlations between the setup errors of ROIatlantoaxial and ROIsphenoid sinus(R=0.95),ROIneck3 and ROIsphenoid sinus(R=0.91),ROIPTV and ROIneck3(R=0.91).The setup errors of ROIPTV in AP direction were positively correlated with ROIatlantoaxial vertebrae and ROIneck3(R=0.88,0.90).The margins of all ROIs ranged from 0.38 cm to 1.01 cm.The extension of ROIneck6 and ROIneck7 in AP direction exceeded 0.9 cm,and the extension of ROIneck7 reached 0.95 cm in SI direction.Conclusion ROIPTV and ROIsphenoid sinus,ROIatlantoaxial,ROIneck3 are significantly correlated in SI,LR,and AP directions.The setup error of nasopharyngeal carcinoma patients gradually increases with the neck down.The nasopharyngeal and cervical regions need to be expanded in segments when patients are immobilized individually.
5.Clinical application of 3D printed bolus with specific density in breast cancer radiotherapy
Jinyan LEI ; Panpan CAO ; Qian ZHANG ; Jianfeng LI ; Xinyao DAI ; Xuechun WANG ; Fu JIN ; Haiyan PENG
Chinese Journal of Medical Physics 2024;41(6):683-689
Objective To investigate the clinical application of 3D printed bolus with specific density in breast cancer radiotherapy,and to evaluate its effects on dose distribution and positioning.Methods Forty post-mastectomy patients undergoing intensity-modulated radiotherapy were randomly enrolled for 3D printed bolus(n=20)and conventional bolus(n=20),and all patients were fixed in the supine position using styrofoam.Conventional positioning was performed based on in-room lasers and body markers,with daily Catalyst HD optical surface monitoring combined with weekly CBCT verification.The absolute dose,patients'skin surface dose,surgical incision,planned field,target area doses(VCTV50Gy,VPTV50Gy)and organs-at-risk doses in patients with different boluses were recorded,and the conformity index and homogeneity index were calculated,and the setup errors using CBCT and Catalyst HD were also analyzed.Results The difference in absolute dose between different boluses was trivial,but the skin surface dose with 3D printed bolus was significantly higher than with conventional bolus[(54.83±0.44)Gyvs(54.43±0.51)Gy,P<0.05].Patients with 3D printed boluses had a higher conformity index than with conventional boluses(0.69±0.04 vs 0.65±0.02).For different boluses,there was no significant difference in VCTV50 Gy,while the VPTV50 Gy and organs-at-risk doses were lower in those with 3D printed bolus than conventional boluses(P<0.05),with heart Vmean of 9.68%±3.24%vs11.43%±3.60%.In patients with 3D printed boluses,both planned field arrangement and surgical incision affected the target doses,and the doses of the target area without an internal breast wrap was greater than those with internal breast wrap(P<0.05).When the field was not wrapped around the internal breast,the surgical incisions only affected VPTV50 Gy,and the VPTV50 Gy was greater with the transverse fusiform incision than with the oblique vertical incision(P<0.05),which were 95.58%±0.51%vs95.44%±0.71%.The optical monitoring accuracies with different boluses differed only in the left-right direction(P<0.05),with(0.08±0.57)cm and(-0.15±0.46)cm for 3D printed and conventional boluses.Conclusion Compared with conventional bolus,3D printed bolus can improve dose distribution and optical monitoring accuracy.The surgical incision and planned field arrangement under 3D-printed bolus would exert effects on target doses.
6.Variational trend in disease characteristics of hepatitis B-related primary liver cancer populations in the past five years: a retrospective single-center cross-sectional study
Panpan JIN ; Juan LI ; Tianfu LIU ; Aidi MA ; Yuanyuan LIU ; Liang WANG ; Guangming LI ; Lingyi ZHANG
Chinese Journal of Hepatology 2024;32(11):997-1004
Objective:To study the variational trend in disease characteristics of patients with hepatitis B-related primary liver cancer (HBV-HCC) in the past five years.Method:A single-center retrospective cross-sectional analysis was performed to compare patients diagnosed with HBV-HCC from January 2012 to December 2016 (control group) and from January 2017 to December 2021 (observation group). The data of the study variables were extracted from the electronic medical record system of the hospital information system of the Second Hospital of Lanzhou University. The 1:2 propensity score matching was used to adjust potential confounding factors such as gender and age. Multivariate logistic regression analysis was used to study the factors affecting changes in disease characteristics of the HBV-HCC population in the observation group. GraphPad Prism 8.0 software was used to draw forest plots to intuitively display the effect size of the study variables in the logistic regression analysis.The t-test was used to compare normally distributed data between groups. The χ2 test was used for inter-group comparison. Results:A total of 1 717 eligible cases were collected, including 510 in the control group and 1 207 in the observation group. Compared with the control group, the number of newly diagnosed cases in the observation group increased by 2.36 times, and males were still the main onset population (83.3% vs. 82.7%). The median age of onset increased (51.9 vs. 53.5 years, P<0.001). 79.4% of HBV-HCC patients had not received antiviral therapy, and the proportion of HBeAg-negative patients increased (56.4%). The factors affecting HBV-HCC patients included family history of HBV ( OR=1.626, 95% CI: 1.181-2.238), family history of hepatocellular carcinoma ( OR=1.388, 95% CI: 1.013-1.901), hypoviremia ( OR=1.322, 95% CI: 1.046-1.671), abnormal alanine aminotransferase ( OR=1.545, 95% CI: 1.231-1.940), liver fibrosis ( OR=1.478, 95% CI: 1.153-1.894), liver cirrhosis ( OR=1.431, 95% CI: 1.128-1.815), and metabolic-related fatty liver disease ( OR=1.438, 95% CI: 1.116-1.815) after propensity score matching adjustment. The factors affecting HBeAg-positive patients were decreased ( OR=0.390, 95% CI: 0.389-0.617); however, the number of early HBV-HCC diagnoses was increased (12.7% vs. 19.3%, P=0.001). Conclusion:The characteristics of patient disease and occurrence of HBV-HCC are changing over the past five years. The risk of developing hepatocellular carcinoma in middle- to older male patients with chronic hepatitis B is increasing with familial history of HBV and hepatocellular carcinoma, HBeAg negativity, hypoviremia, abnormal alanine aminotransferase, liver fibrosis, cirrhosis, and metabolic-related fatty liver disease.
7.Progress in the treatment of immunoglobulin A nephropathy with budesonide extended-release capsules
Yang LIU ; Panpan JIN ; Bo QIU ; Huizhen WU
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(9):1062-1069
Immunoglobulin A nephropathy is a common autoimmune nephropathy.A growing body of research suggests that immunoglobulin A nephropathy may be associated with dysfunction of the mucosal immune system.Immunoglobulin A nephropathy is characterized by thylakoid deposi-tion of galactose-deficient IgA1 immune complex-es,which are thought to originate from mucosal B-cells,which are abundantly present in the distal ile-um,which is rich in Pyle's collecting lymph nodes.A novel targeted release formulation of budesonide has been shown to deliver the drug to the distal ileum with the aim of minimizing adverse events in patients with immunoglobulin A nephrop-athy.This article reviews the mechanism of action,dosage form characteristics,clinical studies,drug interactions and adverse events,and limitations of budesonide extended-release capsules.
8.Pharmaceutical care of postoperative recurrence of osteomyelitis in a patient with previous vancomycin pseudoallergy
Weiwei LUO ; Jianfeng JIN ; Qiong YANG ; Panpan ZHENG ; Liangfang ZHOU ; Danni ZHONG
Chinese Journal of Pharmacoepidemiology 2024;33(8):944-948
A patient with osteomyelitis who developed a rash after previous treatment with vancomycin was admitted to the hospital due to a recurrence of osteomyelitis.After admission,the orthopedic doctor intended to perform a"calcium sulfate vancomycin implantation surgery"on him.Clinical pharmacist identified the patient's previous rash reaction as red man syndrome(RMS)rather than genuine drug allergy.At the same time,in response to the clinical doubt of whether patients with previous RMS can undergo"calcium sulfate vancomycin implantation surgery",clinical pharmacists reviewed and analyzed the literature,and suggested that the surgery can continue under close monitoring.The patient did not experience RMS or allergic reactions after surgery,and the condition improved.In this paper,the clinical pharmacists started with the identification of RMS and rapid allergic reactions,reviewed the literature on the local use of vancomycin and the risk of RMS,and provide suggestions for subsequent treatment,and also provide references for clinical safe drug use and treatment of similar diseases.
9. Research progress in the treatment of early Alzheimer's disease with lecanemab
Panpan JIN ; Yang LIU ; Huizhen WU ; Panpan JIN ; Yang LIU ; Bo QIU ; Huizhen WU
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(2):207-214
Lecanemab is a new drug used to treat early Alzheimer's disease (AD) with mild cognitive impairment or mild dementia. It is a human anti-Aβ fibril monoclonal IgG1 antibody, which is injected intravenously into the patient, through the blood-brain barrier into the brain, clearing amyloid plaque, thereby slowing the rate of cognitive decline in patients and delaying disease progression. This article reviews the pharmacological studies, clinical studies, safety and limitations of lecanemab, in order to help clinical understand the current research status and existing achievements of this drug.
10.Clinical research progress in the treatment of transthyretin amyloid with tafamidis
Panpan JIN ; Yang LIU ; Bo QIU ; Huizhen WU
China Pharmacy 2024;35(17):2171-2175
Tafamidis is a selective stabilizer for transthyretin (TTR), used for the treatment of transthyretin amyloidosis with cardiomyopathy (ATTR-CM) and transthyretin amyloidosis with polyneuropathy (ATTR-PN). This article provides a review of the basic information and clinical studies on the efficacy and safety of tafamidis. It is found that tafamidis slows down or prevents the progression of TTR amyloidosis by inhibiting the dissociation of TTR tetramers. Multiple clinical studies have shown that tafamidis has good efficacy and safety, significantly reducing all-cause mortality and cardiovascular-related hospitalization rates in patients with amyloidosis, and delaying disease progression. Although tafamidis treatment may have certain limitations, it is still a key drug for the treatment of TTR amyloidosis, and the first drug approved for the treatment of ATTR-CM.

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