1.Seroprevalence and influencing factors of low-level neutralizing antibodies against SARS-CoV-2 in community residents
Shiying YUAN ; Jingyi ZHANG ; Huanyu WU ; Weibing WANG ; Genming ZHAO ; Xiao YU ; Xiaoying MA ; Min CHEN ; Xiaodong SUN ; Zhuoying HUANG ; Zhonghui MA ; Yaxu ZHENG ; Jian CHEN
Shanghai Journal of Preventive Medicine 2025;37(5):403-409
ObjectiveTo understand the seropositivity of neutralizing antibodies (NAb) and low-level NAb against SARS-CoV-2 infection in the community residents, and to explore the impact of COVID-19 vaccination and SARS-CoV-2 infection on the levels of NAb in human serum. MethodsOn the ground of surveillance cohort for acute infectious diseases in community populations in Shanghai, a proportional stratified sampling method was used to enroll the subjects at a 20% proportion for each age group (0‒14, 15‒24, 25‒59, and ≥60 years old). Blood samples collection and serum SARS-CoV-2 NAb concentration testing were conducted from March to April 2023. Low-level NAb were defined as below the 25th percentile of NAb. ResultsA total of 2 230 participants were included, the positive rate of NAb was 97.58%, and the proportion of low-level NAb was 25.02% (558/2 230). Multivariate logistic regression analysis indicated that age, infection history and vaccination status were correlated with low-level NAb (all P<0.05). Individuals aged 60 years and above had the highest risk of low-level NAb. There was a statistically significant interaction between booster vaccination and one single infection (aOR=0.38, 95%CI: 0.19‒0.77). Compared to individuals without vaccination, among individuals infected with SARS-CoV-2 once, both primary immunization (aOR=0.23, 95%CI: 0.16‒0.35) and booster immunization (aOR=0.12, 95%CI: 0.08‒0.17) significantly reduced the risk of low-level NAb; among individuals without infections, only booster immunization (aOR=0.28, 95%CI: 0.14‒0.52) showed a negative correlation with the risk of low-level NAb. ConclusionsThe population aged 60 and above had the highest risk of low-level NAb. Regardless of infection history, a booster immunization could reduce the risk of low-level NAb. It is recommended that eligible individuals , especially the elderly, should get vaccinated in a timely manner to exert the protective role of NAb.
2.Association of fluid balance index with in-hospital mortality in critically ill patients with acute pancreatitis: a multicenter retrospective cohort study
World Journal of Emergency Medicine 2025;16(5):462-468
BACKGROUND: Fluid resuscitation in acute pancreatitis (AP) patients requires precise titration because both excess and insufficient volumes may worsen outcomes. This study aimed to develop a weight-normalized fluid balance index (FBI) and assess its association with in-hospital mortality in critically ill AP patients.
METHODS: This retrospective cohort study utilized data from the MIMIC-IV 3.0 database and the emergency intensive care unit (EICU) of our hospital (validation cohort) and was based on inclusion and exclusion criteria. Using the R package cutoff, an FBI of 145 mL/kg was identified as the optimal risk stratification threshold. The primary outcome was in-hospital all-cause mortality. Machine learning was used to screen covariates for inclusion in multivariable Cox models. Cox regression and restricted cubic spline (RCS) models were used to evaluate the relationship between FBI and mortality. Propensity score matching (PSM) was applied to minimize baseline confounding. After PSM, Kaplan-Meier survival curves were generated, and the results were validated via data from our center.
RESULTS: In this study, 547 AP patients from the MIMIC-IV database and 156 from the EICU of our hospital were included. In the MIMIC-IV cohort, the overall in-hospital mortality rate was 8.96%. Patients with FBI ≥145 mL/kg had significantly higher in-hospital mortality than did those with FBI <145 mL/kg (P<0.05). High-risk classification remained an independent predictor of death after full adjustment (hazard ratio [HR] 1.99, 95% confidence interval [95% CI]: 1.08-3.69). Post-PSM Kaplan-Meier analysis confirmed significantly higher in-hospital mortality in the high-risk group (P<0.05). This result was corroborated by our validation cohort. RCS analysis further demonstrated a non-linear increase in in-hospital mortality with increasing FBI values.
CONCLUSION: An FBI ≥145 mL/kg may be associated with increased in-hospital mortality in critically ill AP patients.
3.Comparison of clinical features of nephrotic syndrome after haploidentical and matched donor hematopoietic stem cell transplantation.
Wei SUN ; Yuanyuan ZHANG ; Yuhong CHEN ; Yuqian SUN ; Yifei CHENG ; Fengrong WANG ; Huan CHEN ; Yao CHEN ; Chenhua YAN ; Xiaodong MO ; Wei HAN ; Lanping XU ; Yu WANG ; Xiaohui ZHANG ; Kaiyan LIU ; Xiaojun HUANG
Chinese Medical Journal 2024;137(4):478-480
4.Effect of ferroptosis mediated by glutathione peroxidase 4 in the occurrence and progression of synovitis in knee osteoarthritis
Yaru ZHANG ; Yanjun CHEN ; Xiaodong ZHANG ; Shenghua CHEN ; Wenhua HUANG
Chinese Journal of Tissue Engineering Research 2024;28(4):550-555
BACKGROUND:Synovitis plays a leading role in the early progression of knee osteoarthritis and is a potential early therapeutic target.However,the mechanism of synovitis remains unclear.In animal models,increased systemic iron and intracellular iron uptake can induce and exacerbate osteoarthritis,but the association with ferroptosis in synovitis remains unclear.Further studies are needed to investigate the role of ferroptosis in the development and progression of synovitis in osteoarthritis. OBJECTIVE:To investigate the role of ferroptosis mediated by glutathione peroxidase 4(GPX4)in the development of synovitis in knee osteoarthritis. METHODS:The synovial tissues of 43 patients with osteoarthritis who underwent arthroscopic or joint replacement surgery and 10 patients undergoing arthroscopic treatment of meniscal injury or ligament tear were collected and divided into three groups according to the Kellgren-Lawrence grading of X-ray images:normal control group(KLG 0,n=10),early knee osteoarthritis group(KLG 1,2,n=20)and late knee osteoarthritis group(KLG 3,4,n=23).Hematoxylin-eosin staining was used to observe the severity of synovitis in each group,and iron deposition in the synovium in each group was evaluated by Prussian blue staining.The expressions of Acyl-CoA Synthetase Long Chain Family Member 4(ACSL4),GPX4,cyclooxygenase 2 and tumor necrosis factor α in the synovium were detected by immunohistochemical staining.Western blot and immunofluorescence were used to detect the expression of ferroptosis-related proteins ACSL4 and GPX4. RESULTS AND CONCLUSION:Compared with the normal control group,iron content in synovial tissue was increased in the knee osteoarthritis groups,and iron deposition in the late knee osteoarthritis group was higher than that in the early osteoarthritis group.ACSL4 was highly expressed in the synovial tissue of knee osteoarthritis compared with the normal control group(P<0.01),and GPX4 was lowly expressed in the synovial tissue of knee osteoarthritis(P<0.01).The expression level of ACSL4 increased with the progression of osteoarthritis,while the expression level of GPX4 decreased with the progression of osteoarthritis.The expression of cyclooxygenase 2 in the synovium of osteoarthritis was significantly higher than that in the normal synovium,and the expression was the highest in the early stage of osteoarthritis,which was significantly different from that in the advanced stage of osteoarthritis(P<0.01).The expression of tumor necrosis factor α in the synovium of osteoarthritis was significantly higher than that in the normal synovium,but there was no significant difference between early and late osteoarthritis groups(P>0.05).To conclude,the deposition of iron exists in the synovial tissue of osteoarthritis and ferroptosis is involved in the occurrence and progression of synovitis in knee osteoarthritis.
5.Mechanisms on radiation resistance induced by an estrogen receptor in breast cancer cells
Tianpeng YANG ; Shinan ZHANG ; Huilin JI ; Linhui ZHU ; Yujie ZHANG ; Jin HUANG ; Yingren WEN ; Shumei MA ; Xiaodong LIU
Chinese Journal of Radiological Medicine and Protection 2024;44(2):88-95
Objective:To explore the effects of estrogen receptor α (ERα) encoded by protein encoding gene ESR1 on the radiation resistance of breast cancer cells and their molecular mechanisms.Methods:The ESR1 overexpression plasmid was transfected into estrogen receptor (ER)-negative breast cancer cells. Then, the shRNA-ESR1 vector was introduced into ER-positive cell to establish models with different phenotype. The ATG5 mRNA level and protein expression levels of LC3B-I, LC3B-II, P62, FIP200, ATG5, ATG7, ATG12, Beclin1, ULK1 were detected using qPCR and Western blot techniques. Cell death was measured using flow cytometry. The radiation sensitivity was determined through the colony formation assay. The mortality of breast cancer cells under the autophagy gene knockdown and overexpression or treated with estrogen receptor inhibitor (TAM) combined with ionizing radiation were detected by trypan blue staining.Results:Under the condition of 8 Gy X-ray irradiation, the knockdown of ESR1 in ER-positive ZR75 breast cancer cells promoted cell death ( t = 3.49, 3.13, P < 0.05), while the overexpression of ESR1 in ER-negative MDA-MB-231 breast cancer cells inhibited cell death ( t = 4.16, 7.48, P < 0.05). Compared to the control group, the treatment with chloroquine increased the number of formed colonies of ESR1 knockdown ZR75 cells ( t = 8.49, P < 0.05), and inhibiting autophagy could reduce the death of ZR75 cells caused by ESR1 silencing. Under the treatment with ionizing radiation, the overexpression of ESR1 in MDA-MB-231 cells promoted protective autophagy, which, however, was reduced after ESR1 knockdown in ZR75 cells. Furthermore, it was observed that the knockdown of ATG5 in ZR75 cells was associated with reduced autophagy and an increase in cell death ( t = 4.19, 6.39, P < 0.05). In contrast, the overexpression of ATG5 in ZR75 cells reversed the increase in cell death caused by ESR1 knockdown ( t = 1.70, 4.65, P < 0.05). After the treatment of ER-positive ZR75 breast cancer cells with TAM, the expressions of ATG5 and ATG12 decreased, suggesting inhibited autophagy and an increase in cell death ( t = 18.70, P < 0.05). Furthermore, these processes were promoted by ionizing radiation ( t = 16.82, P < 0.05). Conclusions:The estrogen receptor encoded by ESR1 promotes protective autophagy of ER-positive breast cancer cells by increasing ATG5, further leading to radiation resistance in ER-positive breast cancer cells. Treatment with tamoxifen combined with ionizing radiation can increase the radiation sensitivity of ER-positive breast cancer cells.
6.Evaluation of short-term effects on 3D printing patient-matched artificial vertebral body in clinical research and application
Xiaokang LI ; Lei SHI ; Xiangdong LI ; Hai HUANG ; Qi WU ; Xiaodong TANG ; Zheng GUO
Chinese Journal of Orthopaedics 2024;44(6):354-361
Objective:To evaluate the short-term efficacy and safety of 3D printing patient-matched artificial vertebral body in clinical research and application.Methods:A total of 12 patients with spinal tumors were enrolled 7 males (58.33%) and 5 females (41.67%), aged from 18 to 65 years old in The First Affiliated Hospital of Air Force military Medical University (hereinafter referred to as Xijing Hospital) and Peking University people's Hospital from September 2021 to July 2022. The spinal vertebra defect were restored by using 3D printing patient-matched artificial vertebral body after tumor resection. All patients who accepted TES and 3D printing patient-matched artificial vertebral body implantation were included according to the inclusion and exclusion criteria. The bone interface fusion was evaluated by the imaging fusion criteria of Brantigan and Steffee at 3 and 6 months after operation, the curative effect was evaluated by comparing Japanese Orthopaedic Association (JOA) score at 3 and 6 months after operation, visual analogue scale (VAS) 3 months after operation and intervertebral height at 3 and 6 months after operation with those before operation, and the safety was evaluated by adverse event recording.Results:All 12 patients completed the operation successfully, and the operation sites were thoracic vertebrae in 6 cases (50%), thoracolumbar in 3 cases (25%) and lumbar vertebrae in 3 cases (25%). All patients were followed up. The mean follow-up time was 23.92±3.23 months (range, 19-29 months). No tumor recurrence or metastasis was observed during this period. All patients were followed up at 15 days, 3 months and 6 months after operation. During the 6-month follow-up, X ray results showed that interface of bone and the vertebral body were fused in all of the 12 patients, and the effective rate of fusion was 100%. The 95% confidence interval is calculated to be (75.6%-100%). Six months after operation, the improvement rate of JOA score was excellent in 10 cases, good in 1 case, poor in 1 case, and the excellent and good rate was 91.66%. The preoperative VAS score was 4.08 ±2.47, and during the 3-month follow-up, the VAS score was improved to 1.83 ±1.59. Compared with the preoperative VAS score, the difference was statistically significant ( t=2.635, P=0.023). The intervertebral height before operation, 15 days after operation, 3 months after operation and 6 months after operation were 32.75 (25.94, 68.20), 41.09 (30.55, 70.20), 40.70 (30.23, 67.83) and 40.74 (30.23, 67.08), respectively, and there was no statistically significant difference (χ 2=0.768, P=0.857). No implant-related adverse events occurred after operation. Conclusion:The 3D printing patient-matched artificial vertebral body used in this study has satisfactory short-term efficacy and safety in the reconstruction of spinal stability after spinal tumor resection.
7.A national questionnaire survey on endoscopic treatment for gastroesophageal varices in portal hypertension in China
Xing WANG ; Bing HU ; Yiling LI ; Zhijie FENG ; Yanjing GAO ; Zhining FAN ; Feng JI ; Bingrong LIU ; Jinhai WANG ; Wenhui ZHANG ; Tong DANG ; Hong XU ; Derun KONG ; Lili YUAN ; Liangbi XU ; Shengjuan HU ; Liangzhi WEN ; Ping YAO ; Yunxiao LIANG ; Xiaodong ZHOU ; Huiling XIANG ; Xiaowei LIU ; Xiaoquan HUANG ; Yinglei MIAO ; Xiaoliang ZHU ; De'an TIAN ; Feihu BAI ; Jitao SONG ; Ligang CHEN ; Yingcai MA ; Yifei HUANG ; Bin WU ; Xiaolong QI
Chinese Journal of Digestive Endoscopy 2024;41(1):43-51
Objective:To investigate the current status of endoscopic treatment for gastroesophageal varices in portal hypertension in China, and to provide supporting data and reference for the development of endoscopic treatment.Methods:In this study, initiated by the Liver Health Consortium in China (CHESS), a questionnaire was designed and distributed online to investigate the basic condition of endoscopic treatment for gastroesophageal varices in portal hypertension in 2022 in China. Questions included annual number and indication of endoscopic procedures, adherence to guideline for preventing esophagogastric variceal bleeding (EGVB), management and timing of emergent EGVB, management of gastric and isolated varices, and improvement of endoscopic treatment. Proportions of hospitals concerning therapeutic choices to all participant hospitals were calculated. Guideline adherence between secondary and tertiary hospitals were compared by using Chi-square test.Results:A total of 836 hospitals from 31 provinces (anotomous regions and municipalities) participated in the survey. According to the survey, the control of acute EGVB (49.3%, 412/836) and the prevention of recurrent bleeding (38.3%, 320/836) were major indications of endoscopic treatment. For primary [non-selective β-blocker (NSBB) or endoscopic therapies] and secondary prophylaxis (NSBB and endoscopic therapies) of EGVB, adherence to domestic guideline was 72.5% (606/836) and 39.2% (328/836), respectively. There were significant differences in the adherence between secondary and tertiary hospitals in primary prophylaxis of EGVB [71.0% (495/697) VS 79.9% (111/139), χ2=4.11, P=0.033] and secondary prophylaxis of EGVB [41.6% (290/697) VS 27.3% (38/139), χ2=9.31, P=0.002]. A total of 78.2% (654/836) hospitals preferred endoscopic therapies treating acute EGVB, and endoscopic therapy was more likely to be the first choice for treating acute EGVB in tertiary hospitals (82.6%, 576/697) than secondary hospitals [56.1% (78/139), χ2=46.33, P<0.001]. The optimal timing was usually within 12 hours (48.5%, 317/654) and 12-24 hours (36.9%, 241/654) after the bleeding. Regarding the management of gastroesophageal varices type 2 and isolated gastric varices type 1, most hospitals used cyanoacrylate injection in combination with sclerotherapy [48.2% (403/836) and 29.9% (250/836), respectively], but substantial proportions of hospitals preferred clip-assisted therapies [12.4% (104/836) and 26.4% (221/836), respectively]. Improving the skills of endoscopic doctors (84.2%, 704/836), and enhancing the precision of pre-procedure evaluation and quality of multidisciplinary team (78.9%, 660/836) were considered urgent needs in the development of endoscopic treatment. Conclusion:A variety of endoscopic treatments for gastroesophageal varices in portal hypertension are implemented nationwide. Participant hospitals are active to perform emergent endoscopy for acute EGVB, but are inadequate in following recommendations regarding primary and secondary prophylaxis of EGVB. Moreover, the selection of endoscopic procedures for gastric varices differs greatly among hospitals.
8.In vivo Pharmacokinetic Analysis of Shenbai Nanosuspension in Rats Based on Overall Composition of Chinese Materia Medica
Weiting LIU ; Fengjiao JIAN ; Kexin HUANG ; Xiaodong LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(2):164-171
ObjectiveTo clarify the scientific validity of in vivo pharmacokinetic determination of the whole drug composition in Shenbai nanosuspension in rats, and to provide methodological guidance and theoretical basis for the in vivo study of multi-component complex system of traditional Chinese medicine(TCM) preparations. MethodThe concentration of the overall components, mainly total saponins and total polysaccharides in Shenbai decoction and Shenbai nanosuspension, was determined in rat plasma at different times by area under the absorbance-wavelength curve method(AUAWC), and the concentration of individual ginsenoside Rg1 was determined by high performance liquid chromatography(HPLC), and the methodology was verified. The pharmacokinetic parameters of the whole component were compared with those of ginsenoside Rg1 to evaluate the in vivo operational characteristics of the two preparations. ResultThe methodological investigations of AUAWC and HPLC were in accordance with the requirements. AUAWC analysis showed that the overall components in both the decoction group and the nanosuspension group showed a one-compartment model, with half-life(t1/2) of 2.43 h and 2.04 h, respectively. The relative bioavailability of Shenbai nanosuspension was 138.99%. HPLC assay showed that ginsenoside Rg1 in the decoction group and the nanosuspension group showed a two-compartment model, with distribution half-life(t1/2α) of 0.13 h and 2.55 h, and elimination half-life(t1/2β) were 14.28 h and 3.85 h, respectively. The relative bioavailability of Shenbai nanosuspension was 127.49%. Compared with Shenbai decoction, the time to peak(tmax), peak concentration(Cmax) and area under the drug-time curve(AUC) of the overall components and ginsenoside Rg1 in Shenbai nanosuspension were increased. ConclusionThe established AUAWC can be used for the pharmacokinetic study of the overall components of TCM preparations, which is complementary to the results of individual components measured by HPLC, and can provide useful reference for the in vivo study of new dosage forms of TCM.
9.Gut microbiota aids in differentiating proximal colorectal cancer in the combination of tumor markers
Tianchen HUANG ; Xiaodong HAN ; Yong ZHANG ; Kan LI ; Zhipeng GUO ; Lei LI ; Yachao WU ; Yanjun WANG ; Dongxiao BAI ; Jianan XIAO ; Jiangman ZHAO ; Fuyou ZHOU ; Weili LI
Chinese Journal of Laboratory Medicine 2024;47(4):444-450
Objective:To explore the differences in bacterial community structure between proximal colon cancer (PC), distal colon cancer (DC), and rectal cancer (RC), and the values of featured microbiota in differentiating PC with tumor markers.Methods:This case-control study enrolled 85 newly diagnosed colorectal cancer patients, including 22 PC, 15 DC and 48 RC patients, and 8 colorectal adenoma patients from May 2019 to July 2022 at the Department of General Surgery, Anyang Oncology Hospital. The blood and fecal samples were collected before surgery and then subjected to biochemical tests for tumor markers and 16S rDNA tests, respectively. SPSS (27.0.1) was applied to perform the t-test, one-way ANOVA, Mann-Whitney U test, Kruskal-Wallis H test, and Chi-Squared Test. Also, the receiver operating characteristic curve (ROC) was plotted on tumor markers and/or f_Bacteroidaceae with SPSS software .Results:All groups had significant differences in the CA125 ( F=3.543, P<0.05), CA72-4 ( F=3.596, P<0.05), and serum tumor-associated materials (TAM) levels ( F=5.787, P<0.01). In PC group, the levels of CA125 [PC vs RC, (36.84±6.30) kU/L vs (12.73±4.21) kU/L, P<0.01] and CA72-4 [PC vs RC, (45.56±10.86) kU/L vs (3.30±7.63) kU/L, P<0.01] were significantly higher than that of the RC group, while the level of TAM was remarkably elevated in PC group than in RC group [PC vs RC, (124.84±5.19) U/ml vs (102.44±3.63) U/ml, P<0.001] and CRA group [PC vs CRA, (124.84±5.19) U/ml vs (95.39±8.42) U/ml, P<0.01]. The LEfSe analysis showed that the featured microbiota in the PC group included f_Bacteroidaceae, f_Neisseriaceae, f_Clostridiaceae_1, f_Spirochaetaceae, and so on. The largest area under the ROC belonged to the combination of TAM and f_Bacteroidaceae, which reached 0.845 (95% CI 0.747-0.944), with sensitivity being 0.857 and specificity being 0.815. Conclusions:There is heterogeneity in gut microbiota composition among PC, DC, RC, and CRA. The combination of gut microbiota and tumor biomarkers demonstrated good differentiating effects in proximal colon cancers.
10.Expression of Midkine in cholangiocarcinoma and its value in predicting prognosis based on bioinformatics analysis
Yueyue GU ; Shumin YU ; Xiujuan CHANG ; Xudong GAO ; Jiagan HUANG ; Xiaodong JIA ; Zhen ZENG
Journal of Clinical Hepatology 2024;40(7):1428-1437
Objective To investigate the expression of Midkine(MDK)in cholangiocarcinoma(CCA)and its value in predicting the prognosis of CCA,as well as the potential mechanism of the effect of MDK on the progression of CCA.Methods The data of CCA samples were obtained from TCGA database to analyze the difference in the expression of MDK between cancer tissue and paracancerous tissue and its association with clinical features,and the data collected from GEO database and 11 CCA patients who underwent surgical resection in The Fifth Medical Center of Chinese PLA General Hospital from June 2018 to September 2021 were used for validation.STRING and Cytoscape were used to construct a protein-protein interaction network,and gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)enrichment analyses were used to investigate the biological functions and tumor-related pathways involving MDK-related genes.In addition,TIMER and TISIDB databases were used to analyze the correlation between MDK expression and immune cell infiltration in CCA tissue.The independent-samples t test or the Mann-Whitney U test was used for comparison of continuous data between two groups,and the Fisher's exact test was used for comparison of categorical data between two groups.The Kaplan-Meier method was used to plot survival curves,and the Log-rank test was used for comparison between groups.The Spearman correlation analysis was used to investigate the correlation between two variables.Results The expression level of MDK in cancer tissue and paracancerous tissue of CCA patients was compared based on TCGA database,and the results of the non-paired and paired analyses showed that the expression level of MDK in CCA tumor tissue was significantly higher than that in paracancerous tissue(P<0.001).Transcriptome sequencing was performed for the tumor tissue and its corresponding paracancerous tissue from 11 CCA patients,and the results showed that the expression level of MDK in CCA tumor tissue was significantly higher than that in corresponding paracancerous tissue(P<0.01).High expression of MDK was associated with lymph node metastasis(P=0.045)and vascular invasion(P=0.044).Survival analysis showed that compared with the CCA patients with low MDK expression,the CCA patients with high MDK expression had significantly shorter overall survival time(χ2=5.30,P=0.028)and disease-specific survival time(χ2=6.25,P=0.019).The GO and KEGG enrichment analyses showed that the 30 MDK-related genes were closely associated with ubiquitin-mediated proteolysis and affected the prognosis of CCA patients.The TIMER analysis showed that the expression level of MDK was positively correlated with the infiltration of B cells(r=0.356,P=0.035 6)and dendritic cells(r=0.409,P=0.014 7)in tumor microenvironment of CCA;the TISIDB analysis showed that the expression level of MDK was positively correlated with CXCL16(r=0.465,P=0.004 67)and was negatively correlated with CXCL12(r=-0.389,P=0.019 7)and CXCR5(r=-0.393,P=0.018 5),and it was also negatively correlated with the immune checkpoint regulators VTCN1(r=-0.393,P=0.018 3),LTA(r=-0.380,P=0.022 7),and PVR(r=-0.350,P=0.037 3).Conclusion High expression of MDK is associated with poor prognosis in CCA patients,and MDK has the potential of being used as a molecular marker for predicting the prognosis of CCA.MDK may promote the development and progression of CCA by regulating ubiquitin-mediated proteolysis and the infiltration of B cells and dendritic cells.


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