1.Analysis of risk factors for allogeneic blood transfusion and construction of a prediction model in patients with ovarian cancer undergoing cytoreductive surgery
Jia CAO ; Wenyan CHEN ; Panpan MA ; Jin ZHAO ; Hongyue TANG ; Jianhui LIU ; Ruili GENG
Chinese Journal of Blood Transfusion 2026;39(8):1026-1032
Objective: To explore the independent risk factors of allogeneic blood transfusion during perioperative period of cytoreductive surgery in patients with ovarian cancer, and to construct a predictive model to facilitate clinical risk assessment and optimize perioperative blood management. Methods: Clinical data of 156 patients who underwent cytoreductive surgery for ovarian cancer in our hospital from January 2020 to December 2025 were retrospectively collected. The patients were divided into transfusion group (n=51) and non-transfusion group (n=105) according to whether they received allogeneic blood transfusion during perioperative period. The 1∶1 propensity score matching (PSM) was used to correct the confounding factors. Independent sample t test or Mann-Whitney U test was used for measurement data, and chisquare test was used for enumeration data. Variables with P<0.05 in univariate analysis were included in binary logistic regression for multivariate analysis to determine independent risk factors. A nomogram model for perioperative allogeneic blood transfusion risk prediction was constructed based on independent risk factors. Bootstrap method (100 samples) was used for internal calibration verification. ROC curve was used to evaluate the discrimination efficiency, and decision curve analysis (DCA) was used to evaluate the clinical net benefit of the model. Results: After propensity matching, the baseline data of the two groups were balanced and comparable. Multivariate logistic regression analysis showed that preoperative prothrombin time (PT) (OR=2.666, 95%CI 1.249~5.693, P=0.011), preoperative hemoglobin (Hb) (OR=0.953, 95%CI 0.923~0.984, P=0.003), intraoperative blood loss (OR=1.004, 95%CI 1.001-1.006, P=0.004), preoperative anemia grade (OR=3.052, 95%CI 1.007-9.252, P=0.049) were independent influencing factors of perioperative allogeneic blood transfusion. The nomogram model based on the above four factors was significant (LR χ
=58.617, P<0.001), and the internal calibration curve showed that the predicted probability of the model was in good agreement with the actual probability (mean absolute error=0.042). The area under the ROC curve (AUC) was 0.890, indicating good discrimination efficiency. DCA showed that the clinical net benefit of the model was better than that of the unified transfusion/non-transfusion strategy in the 0-0.45 risk threshold range. Conclusion: Intraoperative blood loss, preoperative PT, preoperative Hb and preoperative anemia grade are independent risk factors for perioperative allogeneic blood transfusion in patients undergoing cytoreductive surgery for ovarian cancer. The nomogram model based on the above factors has good predictive efficacy and clinical hierarchical decision-making value, which can provide reference for clinical implementation of individualized blood management for high-risk patients and reduction of unnecessary blood transfusion rate.
2.Combination of ulinastatin and somatostatin attenuates intestinal injury in rats with acute pancreatitis
Gaochao JIN ; Panpan XING ; Yu WANG ; Bo LIU
Basic & Clinical Medicine 2025;45(2):203-209
Objective To investigate the effects of ulinastatin(UTI)combined with somatostatin(SOM)on intestinal damage in acute pancreatitis(AP)rats and the possible mechanisms of action.Methods The rats were randomly divided into sham-operated(sham)group,AP group,UTI group,UIT+SOM group and UIT+SOM+JAK2 activator(CA1)group,15 rats/group,respectively.Twelve hours after administration,the intestinal permeability,serum biochemical indicators,and inflammatory factor of rats were detected.HE staining was applied to observe the pathological changes in pancreatic and intestinal tissues.TUNEL method was applied to detect apoptosis in intestinal tissue.Western blot was applied to detect the expression of JAK2/STAT3 signaling pathway proteins.Results Compared with the sham group,the pancreatic tissue of rats in the AP group showed obvious inflammatory cell infiltration,edema and bleeding,while the intestinal mucosa showed inflammatory cell infiltration,irregular villi,shedding and necrosis of intestinal epithelial cells in the intestinal tissue.The intestinal permeability,serum amylase(AMY),lipase(LIPA)activities,diamine oxidase(DAO)activities,tumor necrosis factor α(TNF-α),interleukin-6(IL?6)level,pancreatic and intestinal histopathological scores,intestinal tissue cell apoptosis rate,and p?JAK2/JAK2,p?STAT3/STAT3 ratio all significantly increased(P<0.05).Compared with the AP group,the pancreatic and intestinal tissue injury of rats in the UTI group and UIT+SOM group was reduced,and inflammatory cell infil?tration was reduced.The intestinal permeability,serum AMY,LIPA activities,DAO activities,TNF?α,IL?6 level,pancreatic and intestinal histopathological scores,intestinal tissue cell apoptosis rate and p?JAK2/JAK2,p?STAT3/STAT3 ratio were all decreased(P<0.05).The pancreatic and intestinal tissue injury of rats in the UIT+SOM+CA1 group were more severe,and the trends of the above indicators were opposite to those found in UIT+SOM group(P<0.05).Conclusions The combination of UTI and SOM attenuated intestinal injury in AP rats,and potential mechanism may involve in the inhibition of the JAK2/STAT3 signaling pathway.
3.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
4.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
5.Discovery of novel small molecules targeting hepatitis B virus core protein from marine natural products with HiBiT-based high-throughput screening.
Chao HUANG ; Yang JIN ; Panpan FU ; Kongying HU ; Mengxue WANG ; Wenjing ZAI ; Ting HUA ; Xinluo SONG ; Jianyu YE ; Yiqing ZHANG ; Gan LUO ; Haiyu WANG ; Jiangxia LIU ; Jieliang CHEN ; Xuwen LI ; Zhenghong YUAN
Acta Pharmaceutica Sinica B 2024;14(11):4914-4933
Due to the limitations of current anti-HBV therapies, the HBV core (HBc or HBcAg) protein assembly modulators (CpAMs) are believed to be potential anti-HBV agents. Therefore, discovering safe and efficient CpAMs is of great value. In this study, we established a HiBiT-based high-throughput screening system targeting HBc and screened novel CpAMs from an in-house marine chemicals library. A novel lead compound 8a, a derivative of the marine natural product naamidine J, has been successfully screened for potential anti-HBV activity. Bioactivity-driven synthesis was then conducted, and the structure‒activity relationship was analyzed, resulting in the discovery of the most effective compound 11a (IC50 = 0.24 μmol/L). Furthermore, 11a was found to significantly inhibit HBV replication in multiple cell models and exhibit a synergistic effect with tenofovir disoproxil fumarate (TDF) and IFNa2 in vitro for anti-HBV activity. Treatment with 11a in a hydrodynamic-injection mouse model demonstrated significant anti-HBV activity without apparent hepatotoxicity. These findings suggest that the naamidine J derivative 11a could be used as the HBV core protein assembly modulator to develop safe and effective anti-HBV therapies.
6. 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.
7.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.
8.Changes in cerebrospinal fluid leukocytes and 24-hour intrathecal IgG synthesis rate in the patients with positive intrathecal IgG synthesis
Shujing LIU ; Panpan FENG ; Wencan JIANG ; Lijuan WANG ; Siwen LI ; Jin ZHOU ; Guojun ZHANG
Chinese Journal of Laboratory Medicine 2024;47(2):142-146
Objective:Laboratory evaluation of the relationship between cerebrospinal fluid and plasma indicators and intrathecal immunoglobulin G(IgG) synthesis in patients with neurological diseases, and establishment of a new diagnostic method for intrathecal IgG synthesis.Methods:This study retrospectively analyzed the content of IgG in cerebrospinal fluid samples and blood albumin in blood samples, and other test results of 410 patients with neurological diseases who visited Beijing Tiantan Hospital from 2019 to 2022. According to the results of oligoclonal bands in cerebrospinal fluid, patients were divided into intrathecal IgG synthesis group and non-intrathecal IgG synthesis group. The Mann Whitney U test was used for inter group comparison, and a bilateral test with P<0.05 indicates a statistically significant difference. Include indicators with differences between groups in logistic regression analysis, construct a predictive model, and compare it with the established quantitative formula IgG index. Results:There were significant differences in 10 indicators, including cerebrospinal fluid leukocyte count and 24-hour intrathecal IgG synthesis rate, between the intrathecal IgG synthesis group and the non-intrathecal IgG synthesis group, with P<0.05. The area under the curve (AUC) of intrathecal IgG synthesis was higher than the IgG index (AUC=0.920, 0.809, Z=31.178, P<0.001), the sensitivity was higher than the IgG index (0.825, 0.618), and the specificity was lower than the IgG index (0.876, 0.908). Conclusion:The combination of 10 indicators such as cerebrospinal fluid white blood cell count and 24-hour intrathecal IgG synthesis rate can improve the diagnostic efficacy and sensitivity of intrathecal IgG synthesis.
9.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.
10.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.

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