1.Analysis of the nonlinear relationship between hypothermic machine perfusion parameters and delayed graft function and construction of an optimized predictive model based on sampling algorithms
Boqing DONG ; Chongfeng WANG ; Yuting ZHAO ; Huanjing BI ; Ying WANG ; Jingwen WANG ; Zuhan CHEN ; Ruiyang MA ; Wujun XUE ; Yang LI ; Xiaoming DING
Organ Transplantation 2025;16(4):582-590
Objective To analyze the nonlinear relationship between hypothermic machine perfusion (HMP) parameters and delayed graft function (DGF) and optimize the construction of a predictive model for DGF. Methods The data of 923 recipients who underwent kidney transplantation from deceased donors were retrospectively analyzed. According to the occurrence of DGF, the recipients were divided into DGF group (n=823) and non-DGF group (n=100). Donor data, HMP parameters and recipient data were analyzed for both groups. The nonlinear relationship between HMP parameters and the occurrence of DGF was explored based on restricted cubic splines (RCS). Over-sampling, under-sampling and balanced sampling were used to address the imbalance in the proportion of DGF to construct logistic regression predictive models. The area under the curve (AUC) of each model was compared in the validation set, and a nomogram model was constructed. Results Donor BMI, cold ischemia time of the donor kidney, and HMP parameters (initial and final pressures, resistance, and perfusion time) were significantly different between the DGF and non-DGF groups (all P<0.05). The RCS analysis revealed a threshold-like nonlinear relationship between HMP parameters and the risk of DGF. Among the models constructed using different sampling methods, the balanced sampling model had the highest AUC. Using this model, a nomogram was constructed to stratify recipients based on risk scores. Recipients in the high-risk group had higher serum creatinine levels at 1, 6, and 12 months after kidney transplantation compared to those in the low-risk group (all P<0.05). Conclusions There is a nonlinear relationship between HMP parameters and the risk of DGF, and the threshold is helpful for organ quality assessment and monitoring of graft function after transplantation. The predictive model for DGF constructed on the base of balanced sampling algorithms helps perioperative decision-making and postoperative graft function monitoring of kidney transplantation.
2.Study of adverse drug events related to tacrolimus in pediatric solid organ transplant recipients based on FAERS database
Boqing DONG ; Jingwen WANG ; Huanjing BI ; Zuhan CHEN ; Cuinan LU ; Wujun XUE ; Yang LI ; Xiaoming DING
Organ Transplantation 2024;15(4):581-590
Objective To investigate the characteristics of adverse drug event(ADE)related to tacrolimus(Tac)in pediatric solid organ transplant recipients.Methods The data were retrieved from the US Food and Drug Administration Adverse Event Reporting System database from the first quarter of 2004 to the second quarter of 2023.The ADE data of pediatric organ transplant recipients with Tac as the primary suspected drug were extracted.The relationship between Tac and ADE was quantitatively analyzed by proportional imbalance method.Basic characteristics and signal strength of ADE related to Tac were analyzed.ADE related to Tac in children of different ages and different types of organ transplantation were analyzed.Results A total of 1 443 children's ADE reports involving Tac were screened,including 188 cases(13.0%)of heart transplantation,668 cases(46.3%)of liver transplantation,531 cases(36.8%)of kidney transplantation and 56 cases(3.9%)of lung transplantation.The median age of children was 10 years old.The top three countries with ADE reporting were the United States,France and the United Kingdom.China reported 26 cases,accounting for 1.8%.Infection and infectious diseases accounted for the highest proportion(20.96%)in ADE related to Tac,including EB virus and cytomegalovirus infection,etc.Infection and infectious diseases occupied the largest proportion of ADE related to Tac in children of different ages,whereas the pathogen types were different.Rejection,unstable immunosuppression level and renal function damage were also common ADE related to Tac in children of all ages.Nervous system disease was the main ADE in heart transplant recipients,while infection and infectious diseases were more common in liver and kidney transplant recipients.Rejection was the most common ADE in lung transplant recipients.Conclusions ADE related to Tac possess different distribution characteristics in different types of organ transplantation.Extensive attention should be paid to individualized drug monitoring and risk assessment in pediatric organ transplant recipients,thereby optimizing Tac treatment and reducing the risk of ADE.
3.Analysis of the molecular mechanism of pancreatic islet ischemic injury and identification of core transcription factors based on single-cell transcriptomics
Boqing DONG ; Ying WANG ; Chenge WANG ; Huanjing BI ; Jingwen WANG ; Ruiyang MA ; Jin ZHENG ; Wujun XUE ; Xiaoming DING ; Yang LI
Organ Transplantation 2024;15(6):920-927
Objective To explore the molecular mechanisms and cell-cell interactions in the injury process of pancreatic islet transplantation.Methods Single-cell transcriptome data from mouse islets treated with inflammatory factors were used,and data processing was performed using the Seurat package,with integrated data to remove batch effects.Cell subpopulations were annotated based on known markers.Cell-cell interactions in the inflammatory factor-treated group were analyzed using the CellChat package,and inferred based on the expression of cell surface receptors and ligands.Gene set enrichment analysis was used to clarify the biological processes enriched in β-cells after treatment with inflammatory factors.Finally,differentially expressed transcription factors were identified and verified using microarray datasets of donor islet ischemic injury and Western blotting.Results A total of 7 different cell subpopulations were found in mouse islets,with β-cells being the most abundant.Cell-cell interaction network analysis showed that the number and strength of interactions between ductal cells and other cells were the highest.Gene set enrichment analysis showed that after treatment with inflammatory factors,the immune response was positively enriched in β-cells,while peptide hormone metabolism,bile acid metabolism,and ion homeostasis were downregulated.The common differential transcription factors identified in the mouse single-cell transcriptome and the microarray dataset of donor islet ischemic injury were early growth response 1(EGR1),nuclear factor-κB inhibitor α(NFKBIA),and activating transcription factor 3(ATF3).Among them,NFKBIA and ATF3 were upregulated,while EGR1 was downregulated.The expression of EGR1 protein was downregulated after 24 h,48 h,and 72 h of cold ischemia.Conclusions EGR1 is a transcription factor closely related to islet cold ischemia,and future research should focus on the specific mechanisms of EGR1 and its downstream target genes,in order to provide more effective strategies for clinical treatment of islet transplantation.
4.miR-135b:An emerging player in cardio-cerebrovascular diseases
Shao YINGCHUN ; Xu JIAZHEN ; Chen WUJUN ; Hao MINGLU ; Liu XINLIN ; Zhang RENSHUAI ; Wang YANHONG ; Dong YINYING
Journal of Pharmaceutical Analysis 2024;14(10):1407-1417
miR-135 is a highly conserved miRNA in mammals and includes miR-135a and miR-135b.Recent studies have shown that miR-135b is a key regulatory factor in cardio-cerebrovascular diseases.It is involved in regulating the pathological process of myocardial infarction,myocardial ischemia/reperfusion injury,cardiac hypertrophy,atrial fibrillation,diabetic cardiomyopathy,atherosclerosis,pulmonary hyperten-sion,cerebral ischemia/reperfusion injury,Parkinson's disease,and Alzheimer's disease.Obviously,miR-135b is an emerging player in cardio-cerebrovascular diseases and is expected to be an important target for the treatment of cardio-cerebrovascular diseases.However,the crucial role of miR-135b in cardio-cerebrovascular diseases and its underlying mechanism of action has not been reviewed.Therefore,in this review,we aimed to comprehensively summarize the role of miR-135b and the signaling pathway mediated by miR-135b in cardio-cerebrovascular diseases.Drugs targeting miR-135b for the treatment of diseases and related patents,highlighting the importance of this target and its utility as a therapeutic target for cardio-cerebrovascular diseases,have been discussed.
5.Identification of M1 macrophage-related genes in rejection after kidney transplantation based on weighted gene co-expression network analysis
Boqing DONG ; Yang LI ; Yuting SHI ; Jing ZHANG ; Xinshun FENG ; Jin ZHENG ; Xiao LI ; Xiaoming DING ; Wujun XUE
Organ Transplantation 2023;14(1):83-
Objective To identify M1 macrophage-related genes in rejection after kidney transplantation and construct a risk prediction model for renal allograft survival. Methods GSE36059 and GSE21374 datasets after kidney transplantation were downloaded from Gene Expression Omnibus (GEO) database. GSE36059 dataset included the samples from the recipients with rejection and stable allografts. Using this dataset, weighted gene co-expression network analysis (WGCNA) and differential analysis were conducted to screen the M1 macrophage-related differentially expressed gene (M1-DEG). Then, GSE21374 dataset (including the follow-up data of graft loss) was divided into the training set and validation set according to a ratio of 7∶3. In the training set, a multivariate Cox's model was constructed using the variables screened by least absolute shrinkage and selection operator (LASSO), and the ability of this model to predict allograft survival was evaluated. CIBERSORT was employed to analyze the differences of infiltrated immune cells between the high-risk group and low-risk group, and the distribution of human leukocyte antigen (HLA)-related genes was analyzed between two groups. Gene set enrichment analysis (GSEA) was used to further clarify the biological process and pathway enrichment in the high-risk group. Finally, the database was employed to predict the microRNA (miRNA) interacting with the prognostic genes. Results In the GSE36059 dataset, 14 M1-DEG were screened. In the GSE21374 dataset, Toll-like receptor 8 (TLR8), Fc gamma receptor 1B (FCGR1B), BCL2 related protein A1 (BCL2A1), cathepsin S (CTSS), guanylate binding protein 2(GBP2) and caspase recruitment domain family member 16 (CARD16) were screened by LASSO-Cox regression analysis, and a multivariate Cox's model was constructed based on these 6 M1-DEG. The area under curve (AUC) of receiver operating characteristic of this model for predicting the 1- and 3-year graft survival was 0.918 and 0.877 in the training set, and 0.765 and 0.736 in the validation set, respectively. Immune cell infiltration analysis showed that the infiltration of rest and activated CD4+ memory T cells, γδT cells and M1 macrophages were increased in the high-risk group (all
6.Association analysis of high level of BK virus viruria and HLA site after kidney transplantation
Boqing DONG ; Yang LI ; Yuting SHI ; Jin ZHENG ; Xiaoming DING ; Wujun XUE
Chinese Journal of Organ Transplantation 2022;43(6):321-327
Objective:To explore the temporal distribution of high level of BK virus(BKV) viruria after kidney transplantation(KT)and the association of high level of viruria with clinical factors and specific human leukocyte antigen(HLA)sites in donors and recipients.Methods:From January 1, 2017 to December 31, 2019, clinical data were retrospectively reviewed for 212 recipients of cadaveric KT.A high level of urinary BKV viruria was defined as urinary BKV-DNA quantification>10 7(copies/ml)after KT while 212 recipients with the same gender composition below the threshold during the same period were selected as low-level controls.Clinical data and HLA sites of two groups were statistically analyzed and risk factors for high level of viruria screened by univariate and multifactorial Logistic regressions. Results:The median time to initial high-level BKV infection in urine after RT was 125.5 days.Based upon univariate Logistic analysis, delayed graft function(DGF)and HLA-A24 of recipient were risk factors for high-level BKV infection in urine while HLA-DQ9 of donor acted as a protective factor.Through multivariate Logistic analysis, DGF( OR=2.18, 95% CI 1.18~4.01, P=0.012)and HLA-A24( OR=1.63, 95% CI 1.06~2.53, P=0.027)of recipient were independent risk factors for high-level BKV infection in urine.And HLA-DQ9 of donors( OR=0.58, 95% CI 0.36~0.91, P=0.019)was an independent protective factor. Conclusions:High level of BKV viruria after RT is associated with donor/recipient-specific HLA sites.Early risk factor stratification and protective factors of recipients can aid in tailoring postoperative immunosuppression and screening program and developing T cell-associated vaccines.
7.Comparative study of mucoadhesive and mucus-penetrative nanoparticles based on phospholipid complex to overcome the mucus barrier for inhaled delivery of baicalein.
Wujun DONG ; Jun YE ; Junzhuo ZHOU ; Weijue WANG ; Hongliang WANG ; Xu ZHENG ; Yanfang YANG ; Xuejun XIA ; Yuling LIU
Acta Pharmaceutica Sinica B 2020;10(8):1576-1585
Efficient mucosal delivery remains a major challenge for the reason of the respiratory tract mucus act as a formidable barrier to nanocarriers by trapping and clearing foreign particulates. The surface property of nanoparticles determines their retention and penetration ability within the respiratory tract mucus. However, the interaction between nanoparticles and mucus, and how these interactions impact distribution has not been extensively investigated. In this study, polymeric nanoparticles loaded with a baicalein-phospholipid complex were modified with two kinds of polymers, mucoadhesive and mucus-penetrative polymer. Systematic investigations on the physicochemical property, mucus penetration, transepithelial transport, and tissue distribution were performed to evaluate the interaction of nanoparticles with the respiratory tract. Both nanoparticles had a similar particle size and good biocompatibility, exhibited a sustained-release profile, but showed a considerable difference in zeta potential. Interestingly, mucus-penetrative nanoparticles exhibited a higher diffusion rate in mucus, deeper penetration across the mucus layer, enhanced cellular uptake, increased drug distribution in airways, and superior local distribution and bioavailability as compared to mucoadhesive nanoparticles. These results indicate the potential of mucus-penetrative nanoparticles in design of a rational delivery system to improve the efficiency of inhaled therapy by promoting mucus penetration and increasing local distribution and bioavailability.
8.Surface solid dispersion of honokiol-croscarmellose sodium:preparation and characterization
Wujun DONG ; Qiang FU ; Huixia LYU
Journal of China Pharmaceutical University 2019;50(4):417-422
The surface solid dispersion of honokiol was prepared by melting method with croscarmellose sodium as carrier to improve the dissolution rate of honokiol, taking the advantage of its low melting point. The dissolution rate and stability test of surface solid dispersion of honokiol were carried out. Its physical properties were then investigated by DSC, PXRD and SEM analysis. The results indicated that the dissolution rate of honokiol from sodium solid dispersion was more than 90% at 15 min while its mean dissolution time was significantly decreased. Honokiol was distributed on the surface of croscarmellose sodium in the form of microcrystal; moreover, its dissolution behavior didn′t change significantly after six months of stability tests. Therefore, surface solid dispersion of honokionl could be prepared by simple process. The formed solid dispersion achieved high drug loading and fast in vitro dissolution rate, which could provide a novel idea for developing solid preparations of honokiol.
9.Study on lung function and inflammatory indicators among infants with high_risk asthma
Ting WANG ; Wujun JIANG ; Huiming SUN ; Li HUANG ; Zhengrong CHEN ; Meijuan WANG ; Canhong ZHU ; Wei JI ; Yong-Dong YAN ; Yuqing WANG ; Chuangli HAO
Chinese Journal of Applied Clinical Pediatrics 2019;34(4):265-269
Objective To analyze the changes in lung function and inflammatory indicators such as eosino-phils(EOS),Creola bodies and exhaled nitric oxide(FeNO),and to explore their value in early diagnosing asthma. Methods One hundred and thirty-five infants with high-risk asthma were selected as an observation group who were admitted to Department of Respiratory,Childrenˊs Hospital of Soochow University from April 2016 to August 2017 due to asthmatic bronchitis and asthmatic bronchopneumonia,and a total of 200 non -asthmatic and non -allergic healthy children who were screened and followed up at the Department of Cardiology in the same period were selected as a healthy control group for the measurement of moist respiratory lung function and FeNO. In the observation group,the bronchial dilation test(BDT),EOS and Creola bodies were performed simultaneously. Classification of lung function:23%≤time to peak ratio(TPTEF/Te)<28% had mild obstruction,15%≤TPTEF/Te<23% had moderate obstruc-tion,and TPTEF/Te<15% showed severe obstruction. Results The TPTEF/Te[17. 20%(8. 10%)],volume to peak ratio(VPEF/Ve)[21. 20%(6. 20%)],tidal volume per kilogram of body weight(VT/kg)[7. 80(3. 70)]and ratio of tidal expiratory flow 25% to peak tidal expiratory flow(25/PF)[0. 54(0. 20)]in the observation group were signifi-cantly lower than those in the healthy control group[22. 30%(9. 22%),27. 15%(7. 10%),8. 90(3. 17),0. 60 (0. 18)],and the differences were statistically significant(Z= -6. 81,-9. 35,-3. 16,-3. 52,all P<0. 05). BDT positive rate in the mild obstruction group was 20. 00%(3/15 cases),BDT positive rate in the moderate obstruction group was 26. 56%(17/64 cases),and BDT positive rate in the severe obstruction group was 48. 72%(19/39 cases). The higher the degree of obstruction,the higher the value of BDT positive diagnosis(F=6. 353,P<0. 05). BDT of VPEF/Ve,25/PF and TPTEF/Te were consistent and statistically significant(Kappa=0. 78,0. 49,all P<0. 001). Ti-dal expiratory flow 50% -remaining(TEF50% -r)[(117. 86 ± 42. 16)mL/s],tidal expiratory flow 25% -remai- ning(TEF25% -r)[(82. 82 ± 35. 44)mL/s]in the second wheezing group were higher than those in the first whee-zing group[(92. 81 ± 28. 40)mL/s,(65. 22 ± 24. 93)mL/s],and the differences were statistically significant( t=3. 34,2. 77,all P <0. 05). There was no statistically significant difference in sputum EOS,FeNO and Creola body scores among wheezing children between the first and second groups(all P>0. 05). FeNO in the observation group [3. 80(5. 43)μg/L]was significantly lower than that in the healthy control group[9. 60(11. 3)μg/L],and the diffe-rence was statistically significant(Z=14. 56,P<0. 05). Sputum EOS had a positive correlation with blood EOS and Creola bodies(r=0. 20,0. 21,all P<0. 05);there was no correlation between lung function parameters and inflamma-tory indices(all P>0. 05). Conclusions In the acute phase of infant asthma attack,the pulmonary function presents different degrees of obstructive ventilation dysfunction,the higher the degree of obstruction,the higher the diagnostic value of BDT. The value of single FeNO measurement is limited,and continuous dynamic monitoring may be more mea-ningful in predicting the occurrence of asthma. Detection of Creola bodies may be helpful in predicting asthma.
10.Detection of Related Substances and Preliminary Study on the Degradation Mechanism of Baicalein
Weijue WANG ; Wujun DONG ; Peicheng ZHANG ; Qianqian SU ; Ruhan FAN ; Yuling LIU
China Pharmacy 2017;28(6):803-808
OBJECTIVE:To establish a method for the separation and detection of related substances in baicalein,identify its structure and preliminarily explore the degradation mechanism. METHODS:HPLC was adopted to detect the baicalein,related impurities and forced destruction of degradation products in synthesis process:the column was ES Industries? FluoroSep-RP Phenyl with mobile phase of 0.3%formic acid-methanol-acetonitrile(gradient elution)at a flow rate of 1.0 mL/min,the detection wavelength was 275 nm,the column temperature was 10℃,and the injection volume was 10μL. LC-MS/MS was conducted to identify the related substances and conjecture degradation mechanism:the column was ES Industries? FluoroSep-RP Phenyl with mobile phase of 0.3%formic acid- methanol (gradient elution)at a flow rate of 1.0 mL/min,the detection wavelength was 275 nm,column temperature was 10℃,and the injection volume was 10μL;ion source was electrospray ion source,positive and negative ions,nebulizer pressure was 55 psi and the drying gas flow was 11 L/min,drying gas temperature was 350℃,capillary voltage was 4.0 kV,detection modes were full-scan first-order MS and selective ion full-scan second-order MS,scan ranges were m/z 100-1000 (first-order MS) and 50-500(second-order MS),ionization voltage was 80-135 eV,and the collision energy was 10-30 eV. RESULTS:The linear range of baicalein was 2.4-480μg/mL(r=0.9999);RSDs of precision,stability and reproducibility tests were lower than 2.0%;the limit of quantitation was 7.2 ng,the limit of detection was 2.4 ng. Baicalein was well separated with related substance and 3 major degradation products,the related substance was chemical synthesis precursor wood butterfly;the degradation products were 6,7-quinone derivatives and 7,8-quinone derivatives,which were isomers;oxidative degradation products were benzoic acid phenyl ester derivatives. CONCLUSIONS:The main mechanisms of alkali degradation and oxidative degradation of baicalein include pyran, reciprocal rearrangement and oxidation reaction;the established method is specific and sensitive,and can be used for the detection of related substances in baicalein.

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