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.Clinical efficacy of therapeutic whole blood exchange combined with lymphoplasmapheresis in refractory autoimmune hemolytic anemia
Gang WANG ; Yixin GAO ; Linyan WU ; Liuyan PAN ; Suying HE ; Lijuan ZHOU ; Yongzheng PENG ; Minghui YANG
Chinese Journal of Blood Transfusion 2025;38(10):1348-1354
Objective: To evaluate the safety and efficacy of therapeutic whole blood exchange combined with lymphoplasmapheresis in the treatment of refractory autoimmune hemolytic anemia (AIHA). Methods: A retrospective analysis was performed on the clinical data of AIHA patients who underwent therapeutic whole blood exchange combined with lymphoplasmapheresis at our hospital from March 2022 to May 2025. Efficacy was assessed by comparing changes in hemoglobin, platelet count, and bilirubin levels before and after treatment. Safety was evaluated by analyzing vital signs before and after the procedure, parameters during the exchange, and adverse reactions. Results: A total of 12 AIHA patients were enrolled, completing 19 exchange procedures. The number of procedures per patient ranged from 1 to 3. The median treatment duration was 67 (65-73) minutes, with a median exchange volume of 2 025 (1 851-2 121) mL, comprising 4.5 (4-6) units of red blood cells and 1 350 (1 200-1 400) mL of plasma. Ten patients achieved partial remission, one achieved complete remission, and one showed no response, yielding an response rate of 91% (11/12). After a single session, hemoglobin increased significantly by 17.58±9.85 g/L (P<0.01), while platelets counts decreased by 45 (17.5, 79)×10
/L (P<0.05), and both systolic and diastolic blood pressure showed a significant elevation (P<0.05). However, no statistically significant differences were observed in total bilirubin, indirect bilirubin, white blood cell count, or heart rate. During the procedures, 4 adverse reactions occurred in 3 patients: one child experienced severe heart rate fluctuation twice consecutively, and two adults developed plasma allergies. All reactions resolved spontaneously without pharmacological intervention. Conclusion: The combination of therapeutic whole blood exchange and lymphoplasmapheresis appears to be a safe and effective treatment for refractory AIHA patients.
3.Effect of Tongfeng Decoction (痛风汤) on NLRP3 Inflammatory Vesicles and Neutrophil Extracellular Traps in Synovial Tissues of Ankle Joints in Acute Gouty Arthritis Model Rats
Yongzheng DENG ; Qingliang MENG ; Junfu MA ; Jiakang CUI ; Kai LI ; Gengfeng WANG ; Chenyang SONG ; Hua BIAN
Journal of Traditional Chinese Medicine 2024;65(17):1816-1824
ObjectiveTo explore the possible mechanism of Tongfeng Decoction (痛风汤) for preventing and treating acute gouty arthritis. MethodsSixty Wistar male rats were divided into normal group, model group, colchicine group and low-, medium- and high-dose Tongfeng Decoction groups according to the random number table, 10 rats in each group. Tongfeng Decoction of 11.34, 22.68 and 45.36 g/kg were given by gavage to low-, medium- and high-dose Tongfeng Decoction groups, colchicine 3.15×10-4 g/(kg·d) to the colchicine group, and normal saline 10 ml/(kg·d) to the normal group and model group respectively for 7 consecutive days. After 1 hour of gavage on day 5, rats in all groups except the normal group were modelled as acute gouty arthritis in the ankle joint of the right hind limb with the modified Coderre's method; rats in the normal group were injected with 0.2 ml of normal saline at the same location. The swelling degree of the ankle joint was measured before modelling and after 6 h, 12 h, 24 h and 48 h of modelling, respectively. HE staining was used to observe the histopathological and morphological changes in the synovial tissue of the ankle joint; immunoblotting and RT-qPCR were used to detect NOD-like receptor protein 3 (NLRP3), apoptosis-associated speck-like protein (ASC), cysteine aspartate protease 1 (Caspase-1), and interleukin 1β (IL-1β) protein and mRNA expression levels in ankle synovial tissues, respectively; immunohistochemistry was used to detect the positive expression of Caspase-1 and IL-1β in ankle synovial tissues; ELISA was used to detect the tumour necrosis factor alpha (TNF-α), IL-1β, and interleukin in serum; immunofluorescence staining was used to observe the formation of neutrophil extracellular traps (NETs) in the synovial tissues of the ankle joints. ResultsCompared with the normal group, rats in the model group showed elevated joint swelling at all time points, significantly increased inflammatory cell infiltration and the number of synovial cell layers in the synovial tissues of the ankle joints, elevated NLRP3, Caspase-1, ASC and IL-1β protein and mRNA expression, elevated positive expression of Caspase-1 and IL-1β, increased formation of NETs, and elevation of TNF-α, IL-6, and IL-1β in serum (P<0.05). Compared with the model group, there was an improvement in synovial cell proliferation and inflammatory cell infiltration of the ankle joint in the colchicine group, high- and medium-dose Tongfeng Decoction groups. In the colchicine group and the high-, medium- and low-dose Tongfeng Decoction groups, the degree of joint swelling, positive expression of Caspase-1, IL-1β and formation of NETs in the synovial tissue of the ankle joint, and TNF-α, IL-6 and IL-1β in serum reduced 24 h and 48 h after modelling; in colchicine group and high-dose Tongfeng Decoction group, NLRP3, ASC, Caspase-1, IL-1β protein and mRNA expression in the synovial tissues of ankle joints all reduced (P<0.05). The colchicine group and high-dose Tongfeng Decoction group were superior to the low-dose Tongfeng Decoction group in reducing ASC, Caspase-1, IL-1β protein and mRNA expression in the ankle synovial tissues, the positive expression of Caspase-1, as well as TNF-α, IL-6, and IL-1β level in serum (P<0.05). ConclusionTongfeng Decoction showed effectiveness for the prevention and treatment of acute gouty arthritis, and its mechanism may be related to the inhibition of the assembly and activation of NLRP3 inflammatory vesicles in ankle synovial tissues, the inhibition of the release of inflammatory factors, and the formation of NETs.
4.Treatment of Diabetic Retinopathy with Blood Stasis, Collateral Obstruction, and Qi and Yin Deficiency Syndrome with Tongluo Mingmu Capsules: A Randomized, Double-blind, and Multi-center Phase Ⅲ Clinical Trial
Junxia REN ; Yongzheng WANG ; Xiaofei LIU ; Li SUN ; Libo YANG ; Lie WU ; Fengmei LIAN ; Qiping WEI ; Lijuan WEI ; Jingsheng YU ; Jianke HAN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):170-178
ObjectiveTo evaluate the clinical efficacy and safety of Tongluo Mingmu capsules in the treatment of diabetic retinopathy with blood stasis, collateral obstruction, and Qi and Yin deficiency syndrome. MethodA randomized, double-blind, positive-control, and multi-center clinical trial design method was used. 416 patients with diabetic retinopathy with blood stasis, collateral obstruction, and Qi and Yin deficiency syndrome in four test centers were included (the ratio of the treatment group to the control group was 3∶1). On the basis of standardized hypoglycemic treatment, the treatment group was given both four Tongluo Mingmu capsules and two Calcium Dobesilate capsule agents three times a day, while the control group were given both two Calcium Dobesilate capsules and four Tongluo Mingmu capsule agents three times a day. The course of treatment was 12 weeks. The curative effect of Tongluo Mingmu capsules was evaluated by comparing the comprehensive curative effect of diabetic retinopathy, traditional Chinese medicine(TCM) syndrome score, corrected visual acuity, fundus changes, fundus fluorescence angiography, and other curative effect indexes before and after treatment in the two groups. At the same time, general examination, laboratory examination, and adverse events were performed to evaluate the safety of the drug. ResultThe baseline demographic data and disease characteristics of the treatment group and the control group were balanced and comparable, with the difference not statistically significant. After 12 weeks of treatment, the total effective rate of the comprehensive curative effect of diabetic retinopathy in the treatment group (61.0%, 189/310) was better than that in the control group (44.1%, 45/102), and the difference was statistically significant (χ2=8.880, P<0.01). The total effective rate of TCM syndromes in the treatment group (88.4%, 259/293) was better than that in the control group (69.9%, 65/93), and the difference was statistically significant (χ2=17.927, P<0.01). The disappearance rate of dry eyes (χ2=8.305), dull complexion (χ2=4.053), lassitude (χ2=10.267), shortness of breath (χ2=8.494), and dry stool (χ2=8.657) in the treatment group was higher than that in the control group, and the difference between the groups was statistically significant (P<0.05, P<0.01). In terms of improving corrected visual acuity (χ2=8.382), fundus changes (χ2=6.026) , the treatment group was significantly better than the control group (P<0.05). During the trial, the incidence of adverse events in the treatment group and the control group was 1.3% and 2.9%, respectively. There was no significant difference between the two groups. In addition, there were no serious adverse events and adverse events leading to withdrawal in both groups. ConclusionTongluo Mingmu capsules can improve the comprehensive curative effect of diabetic retinopathy and enhance the efficacy of TCM syndromes, visual acuity, fundus changes, and fundus fluorescein angiography, with great safety. Therefore, it can provide a new alternative therapeutic drug for patients with diabetic retinopathy.
5.Severe acute respiratory syndrome coronavirus 2-specific T-cell responses are induced in people living with human immunodeficiency virus after booster vaccination
Xiuwen WANG ; Yongzheng LI ; Junyan JIN ; Xiaoran CHAI ; Zhenglai MA ; Junyi DUAN ; Guanghui ZHANG ; Tao HUANG ; Xin ZHANG ; Tong ZHANG ; Hao WU ; Yunlong CAO ; Bin SU
Chinese Medical Journal 2024;137(22):2734-2744
Background::T-cell-mediated immunity is crucial for the effective clearance of viral infection, but the T-cell-mediated immune responses that are induced by booster doses of inactivated severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines in people living with human immunodeficiency virus (PLWH) remain unclear.Methods::Forty-five PLWH who had received antiretroviral therapy (ART) for more than two years and 29 healthy controls (HCs) at Beijing Youan Hospital were enrolled to assess the dynamic changes in T-cell responses between the day before the third vaccine dose (week 0) and 4 or 12 weeks (week 4 or week 12) after receiving the third dose of inactivated SARS-CoV-2 vaccine. Flow cytometry, enzyme-linked immunospot (ELISpot), and multiplex cytokines profiling were used to assess T-cell responses at the three timepoints in this study.Results::The results of the ELISpot and activation-induced marker (AIM) assays showed that SARS-CoV-2-specific T-cell responses were increased in both PLWH and HCs after the third dose of the inactivated SARS-CoV-2 vaccine, and a similar magnitude of immune response was induced against the Omicron (B.1.1.529) variant compared to the wild-type strain. In detail, spike-specific T-cell responses (measured by the ELISpot assay for interferon γ [IFN-γ] release) in both PLWH and HCs significantly increased in week 4, and the spike-specific T-cell responses in HCs were significantly stronger than those in PLWH 4 weeks after the third vaccination. In the AIM assay, spike-specific CD4 + T-cell responses peaked in both PLWH and HCs in week 12. Additionally, significantly higher spike-specific CD8 + T-cell responses were induced in PLWH than in HCs in week 12. In PLWH, the release of the cytokines interleukin-2 (IL-2), tumour necrosis factor-alpha (TNF-α), and IL-22 by peripheral blood mononuclear cells (PBMCs) that were stimulated with spike peptides increased in week 12. In addition, the levels of IL-4 and IL-5 were higher in PLWH than in HCs in week 12. Interestingly, the magnitude of SARS-CoV-2-specific T-cell responses in PLWH was negatively associated with the extent of CD8 + T-cell activation and exhaustion. In addition, positive correlations were observed between the magnitude of spike-specific T-cell responses (determined by measuring IFN-γ release by ELISpot) and the amounts of IL-4, IL-5, IL-2 and IL-17F. Conclusions::Our findings suggested that SARS-CoV-2-specific T-cell responses could be enhanced by the booster dose of inactivated COVID-19 vaccines and further illustrate the importance of additional vaccination for PLWH.
6.Exploration on Medication Law of TCM Master Zhang Qi in the Treatment of Children with Nephrotic Syndrome During Hormone Withdrawal Period Based on Data Mining
Bo HOU ; Peiqing ZHANG ; Hai WANG ; Yongzheng ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(8):58-63
Objective To analyze the medication laws of children with nephrotic syndrome during hormone withdrawal period treated by TCM master Zhang Qi using data mining methods,inheriting his academic ideas.Methods The medical records of children with nephrotic syndrome during the hormone withdrawal period treated by Professor Zhang Qi at the Outpatient Department of Traditional Chinese Medicine of Heilongjiang Provincial Hospital from January 2008 to December 2018 were collected.A database was established using Excel 2019.Frequency statistics,association rules,and clustering analysis were employed among other data mining techniques to elucidate Professor Zhang Qi's medication principles based on the Traditional Chinese Medicine Inheritance Computing Platform 3.5.Results A total of 271 prescriptions were selected,encompassing 194 types of Chinese herbs,with a total drug frequency of 4 610 instances.High-frequency herbs included Glycyrrhizae Radix et Rhizoma,Astragali Radix,Nelumbinis Semen,Ophiopogonis Radix,Lycii Cortex,Poria,Pseudostellariae Radix,Bupleuri Radix,Lonicerae Japonicae Flos,and others.The properties of the drugs were predominantly cold and neutral,with flavors mainly sweet,bitter and pungent,and they targeted the lung meridian,spleen meridian,and kidney meridian primarily.In terms of therapeutic efficacy,there was a higher frequency of usage for tonifying deficiencies,clearing heat,and resolving water and dampness.Through association rule analysis,a total of 184 groups of high-frequency herb combinations were identified.When the support rate was set at 60%,seven core herb combinations were included:Astragali Radix,Pseudostellariae Radix,Nelumbinis Semen,Ophiopogonis Radix,Lycii Cortex,Poria,Glycyrrhizae Radix et Rhizoma.Clustering analysis yielded 6 novel formula combinations.Conclusion The hormone withdrawal period for children with nephrotic syndrome is characterized by the weakness of the lung,spleen and kidney,commonly presenting as qi-yin deficiency syndrome.Professor Zhang Qi manages the condition by regulating the qi of the lung,spleen and kidney,and employs a treatment strategy that is both tonifying and supplementing.To balance yin and yang,medications are chosen to clear dampness and heat,regulate qi and the stomach,and promote the elimination of water and dampness.
7.Percutaneous transhepatic papillary balloon dilation combined with dual-frequency double-pulse laser lithotripsy for large-diameter common bile duct stones
Yiran SUN ; Tao JIANG ; Honggang SHANG ; Gang CHEN ; Wei WANG ; Yongzheng WANG ; Yuliang LI ; Wujie WANG
Chinese Journal of Internal Medicine 2024;63(10):982-986
Objective:To evaluate the safety and efficacy of percutaneous transhepatic papillary balloon dilation (PTPBD) combined with flexible ureteroscopy-guided dual-frequency double-pulse ND:YAG (FREDDY) laser lithotripsy (PTPBD-FREDDY) for the treatment of giant (>1.5 cm diameter) common bile duct stones.Methods:A retrospective analysis was conducted on 26 patients with large-diameter difficult choledocholithiasis admitted to two medical centers from December 2017 to October 2021. Among these patients, four could not tolerate surgery or endoscopic treatment, six experienced failure of endoscopic treatment, and 16 refused to undergo endoscopic or surgical treatment. All patients underwent the PTPBD-FREDDY procedure. The FREDDY laser lithotripsy was performed under ureteroscopic guidance, followed by a balloon to push the stones into the duodenum. The primary endpoint was the technical success rate, and the secondary endpoints included the rate of stone recurrence and related complications.Results:All 26 patients successfully completed the operation, achieving a technical success rate of 100%. The average lithotripsy frequency and operation time for bilirubin stones were significantly higher than those of mixed stones and cholesterol stones ( P<0.01). The main postoperative complications included mild fever ( n=3), abdominal pain ( n=3), nausea ( n=2) and vomiting ( n=1). One patient experienced biliary tract bleeding, which improved after conservative treatment. No serious complications such as pancreatitis, sepsis, or biliary perforation were observed. After 2 years of follow-up, no cases of stone recurrence were observed. Conclusions:PTPBD-FREDDY is a safe and effective treatment for patients with giant common bile duct stones. It provides a new therapeutic option for patients with giant choledocholithiasis who can not tolerate surgery or have failed endoscopic treatment, demonstrating promising prospects.
8.Incidence and risk factors of postoperative epidural hematoma following anterior cervical spine surgery.
Yang TIAN ; Yongzheng HAN ; Jiao LI ; Mingya WANG ; Yinyin QU ; Jingchao FANG ; Hui JIN ; Min LI ; Jun WANG ; Mao XU ; Shenglin WANG ; Xiangyang GUO
Journal of Peking University(Health Sciences) 2024;56(6):1058-1064
OBJECTIVE:
To investigate the incidence and potential risk factors associated with postoperative spinal epidural hematoma (SEH) following anterior cervical spine surgery (ACSS).
METHODS:
A retrospective analysis was conducted on the clinical data of patients who underwent ACSS for cervical spondylosis at Peking University Third Hospital between March 2013 and February 2022. Patients who developed postoperative SEH were categorized as the SEH group, while those in the cohort without SEH were randomly selected as the non-SEH group by individually matching with the same operator, same gender, same surgery year, and similar age (±5 years) at a ratio of 4 ∶ 1. The general condition, preoperative comorbidities, anticoagulant or antiplatelet therapy, preoperative coagulation and platelet counts, American society of Anesthesiologists physical status classification, cervical spondylosis classification, preoperative modified Japanese Orthopaedic Society score and cervical disability index score, surgical modality, surgical segment levels, ossification of the posterior longitudinal ligament among the surgical level, surgery duration, estimated blood loss, postoperative drainage volume, preoperative mean arterial pressure, mean arterial pressure during postoperative awakening periods, hospital stay and hospitalization cost were compared between the two groups. A bivariate Logistic regression model was applied to screen out the independent risk factors and calculate the odds ratios of indicators associated with SEH. Receiver operating characteristic curve and area under the curve (AUC) were used to describe the discrimination ability of the indicators.
RESULTS:
A total of 85 patients were enrolled in the study, including 17 patients in the SEH group and 68 patients in the non-SEH group. Seventeen patients with SEH underwent hematoma evacuation, and all of them were successfully treated and discharged from the hospital. Corpectomy (OR=7.247; 95%CI: 1.962-26.766; P=0.003) and the highest mean arterial pressure during awakening (OR=1.056; 95%CI: 1.002-1.113; P=0.043) were independent risk factors for SEH. The AUC values were 0.713 (95%CI: 0.578-0.848) and 0.665 (95%CI: 0.51-0.82) respectively. The patients with SEH had longer hospital stays (P < 0.001) and greater hospitalization costs (P=0.035).
CONCLUSION
Corpectomy and elevated maximum mean arterial pressure during awakening are independent risk factors for the development of postoperative SEH following ACSS. High-risk patients should be closely monitored during the perioperative period.
Humans
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Risk Factors
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Cervical Vertebrae/surgery*
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Retrospective Studies
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Hematoma, Epidural, Spinal/epidemiology*
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Incidence
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Male
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Female
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Postoperative Complications/etiology*
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Spondylosis/surgery*
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Logistic Models
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Length of Stay
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Middle Aged
9.Simultaneous Determination of Three Impurities in Caspofungin Acetate by LC-MS
Yongjun ZHANG ; Ziqi LIANG ; YONGzheng GUO ; Yonghua ZHU ; Wenwu ZHOU ; Shufang WANG
Chinese Journal of Modern Applied Pharmacy 2023;40(24):3418-3422
Abstract
OBJECTIVE To develop LC-MS method for the simultaneous determination of impurities A, C, and D of caspofungin acetate. METHODS Waters CORTECS® C18+(4.6 mm×150 mm, 2.7 μm) was used as the chromatography column. Mobile phase A and B were 0.1% formic acid-H2O and 0.1% formic acid-CH3CN, respectively. Electrospray ion source-single quadrupole mass spectrometry was used to detect impurities A and C in positive ion mode and impurity D in negative ion mode. RESULTS The correlation coefficient r was ≥ 0.999 in linearity ranges of impurities A, C and D. The average recoveries were 100.5%, 104.1% and 105.2%, respectively, with RSD<4%(n=6). The LOQs (S/N=10) of impurities A, C and D were 31.8, 6.99 and 15.5 ng·mL-1 respectively. The contents of impurities A, C and D in the three samples were all below the limits. CONCLUSION The developed LC-MS method is simple, sensitive, and applicable, which can be used to simultaneously determine impurities A, C and D in caspofungin acetate and can also provide a reference for the detection of other impurities in caspofungin acetate.
10.Qualitative Analysis of Caspofungin and Its Impurities by LC-QTOF-MS
Yongjun ZHANG ; Ziqi LIANG ; Yongzheng GUO ; Yonghua ZHU ; Wenwu ZHOU ; Shufang WANG
Chinese Journal of Modern Applied Pharmacy 2023;40(23):3281-3287
OBJECTIVE To analyze caspofungin acetate and the samples under different strong degradation conditions by LC-QTOF-MS, and to study the characteristics in mass spectra of caspofungin and its related impurities(impurities A, B, C, D and E). METHODS Chromatographic separation was accomplished on Waters CORTECS® C18+(4.6 mm×150 mm, 2.7 μm) column using a gradient elution with monile phase of 0.1% formic acid-H2O(A) and 0.1% formic acid-CH3CN(B) at a flow velocity of 0.6 mL·min-1; The analytes was detected in positive ion scan mode by ESI-QTOF-MS. RESULTS In MS1 spectra, except that impurity D mainly showed single-charge quasi-molecular ion, caspofungin and the other four impurities showed muti-charge quasi-molecular ions with high abundance; In MS2 spectra, caspofungin and its impurities that containing ethylenediamine generated fragment ions at m/z 1 033 by losing the ethylenediamine and the groups attached to it; caspofungin and its impurities produced a series of fragment ions mainly through the cleavage of peptide bonds, as well as through the loss of hydroxyl, acyl, or amino groups from amino acid residues; Impurity A and C showed characteristic fragment ions m/z 137.070 8 and m/z 77.071 1 with high abundance, respectively, which could be used to distinguish them from caspofungin and the other impurities. CONCLUSION Caspofungin and its five impurities have distict characteristics in their mass spectra. The research results can provide reference for identifying the structures of unknown impurities that may occur in the production process of caspofungin, so as to quickly discover the potential problems in the production process and reduce the quality risk of the products.


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