1.The diagnostic value of CT radiomics combined with PIVKA-Ⅱ for hepatocellular carcinoma in the background of liver cirrhosis
Xiaofeng YANG ; Rongrong ZHU ; Jindan GONG ; Ke ZHANG ; Chuanguo LÜ
Journal of Practical Radiology 2025;41(6):984-988
Objective To explore the diagnostic value of CT radiomics combined with prothrombin induced by vitamin K absence or antagonist-Ⅱ(PIVKA-Ⅱ)for hepatocellular carcinoma in the background of liver cirrhosis.Methods The clinical and CT imaging data of patients with liver cirrhosis were analyzed retrospectively.Hepatocellular carcinoma was observed in the observation group,and no hepatocellular carcinoma was found in the control group.Logistic regression was used to analyze the clinical factors of hepatocellular carcinoma and a Clinic model was constructed.Support vector machine(SVM)was used to construct the optimal feature model(Rad model).An artificial neural network model(Combine model)was built based on Softmax policy using Python3.6.Results The degree of liver cirrhosis,aspartate aminotransferase(AST),alpha-fetoprotein(AFP)and PIVKA-Ⅱ were independent factors for predicting hepatocellular carcinoma(P<0.05).The sensitivity and specificity of the clinical logistic regression model were 73.15%and 68.34%,respectively.The SVM model was used to construct Radiomics score(Radscore)containing 7 optimal features,and there were significant differences between the two groups(P<0.001).DeLong test showed that the area under the curve(AUC)of Combine model was significantly higher than that of Rad model and Clinic model(P<0.05).The Hosmer-Lemeshow test showed that the Combine model agrees well.Decision curve analysis showed that the curves of Combine model were significantly higher than Clinic model,Rad model and the extreme curve.Conclusion The Combine model based on CT radiomics combined with clinical factors can accurately predict the occurrence of hepatocellular carcinoma in the background of liver cirrhosis.
2.The diagnostic value of CT radiomics combined with PIVKA-Ⅱ for hepatocellular carcinoma in the background of liver cirrhosis
Xiaofeng YANG ; Rongrong ZHU ; Jindan GONG ; Ke ZHANG ; Chuanguo LÜ
Journal of Practical Radiology 2025;41(6):984-988
Objective To explore the diagnostic value of CT radiomics combined with prothrombin induced by vitamin K absence or antagonist-Ⅱ(PIVKA-Ⅱ)for hepatocellular carcinoma in the background of liver cirrhosis.Methods The clinical and CT imaging data of patients with liver cirrhosis were analyzed retrospectively.Hepatocellular carcinoma was observed in the observation group,and no hepatocellular carcinoma was found in the control group.Logistic regression was used to analyze the clinical factors of hepatocellular carcinoma and a Clinic model was constructed.Support vector machine(SVM)was used to construct the optimal feature model(Rad model).An artificial neural network model(Combine model)was built based on Softmax policy using Python3.6.Results The degree of liver cirrhosis,aspartate aminotransferase(AST),alpha-fetoprotein(AFP)and PIVKA-Ⅱ were independent factors for predicting hepatocellular carcinoma(P<0.05).The sensitivity and specificity of the clinical logistic regression model were 73.15%and 68.34%,respectively.The SVM model was used to construct Radiomics score(Radscore)containing 7 optimal features,and there were significant differences between the two groups(P<0.001).DeLong test showed that the area under the curve(AUC)of Combine model was significantly higher than that of Rad model and Clinic model(P<0.05).The Hosmer-Lemeshow test showed that the Combine model agrees well.Decision curve analysis showed that the curves of Combine model were significantly higher than Clinic model,Rad model and the extreme curve.Conclusion The Combine model based on CT radiomics combined with clinical factors can accurately predict the occurrence of hepatocellular carcinoma in the background of liver cirrhosis.
3.The secondary drug resistance of lung adenocarcinoma A549 cells pomoted by IGFBP3-rich exosome released from A549/DDP cells through M2 polarization of macrophages
Zhengzheng ZHANG ; Xiaofeng WANG ; Pin LÜ ; Qian QIAN ; Ling ZHANG ; Ling CUI ; Shuxia SONG
Tumor 2024;44(4):346-357
Objective:To investigate the effects of insulin-like growth factor-binding protein 3(IGFBP3),which is carried in exosomes released by cisplatin(DDP)-tolerant human lung adenocarcinoma(LUAD)A549/DDP cells,on differentiation of macrophages and its effect on DDP resistance of A549 cells.Methods:The parental A549 and A549/DDP cells were cultured in vitro,and the IC50 values were calculated after treatment with different concentrations of DDP for 48 h.The supernatants of A549 or A549/DDP cells culture were collected,and the exosomes were isolated using ultracentrifugation and named A-exo or A/D-exo,respectively.THP-1 cells were induced to differentiate into M0-type macrophages with PMA(15 μg/mL),mixed with A549 cells at a ratio of 1∶1,and then inoculated in the axillae of nude mice;on the day of tumor cell inoculation,the tumor cells were injected with PBS,A-exo,and A/D-exo at the inoculation site of the tumor cells,respectively,and at the same time,the treatment was carried out by intraperitoneal injection of DDP 1 time every 4 d.On the 35th day of the tumor loading in mice,the recruitment of human CD11b+CD206+or CD11b+CD86+macrophages in transplanted tumor tissues was detected by flow cytometry(FCM).Antibody microarrays were used to screen for proteins carried by A-exo or A/D-exo and validated by detecting the amount of IGFBP3 protein in A-exo and A/D-exo by ELISA method.A549 or A549/DDP cells were treated with different concentrations of rhIGFBP3,and the effects of rhIGFBP3 on the proliferation or migration ability of the cells were detected by MTS assay and Transwell assay,respectively.M0-type macrophages were treated with rhIGFBP3 for 4 d,and the culture supernatant was collected;the effects of different concentrations of rhIGFBP3 on the production of TGF-β and TNF-α content by M0-type macrophages were detected by ELISA;in addition,A549 cells were treated with rhIGFBP3 or culture supernatant of M0-type macrophages pretreated with rhIGFBP3,and again detected the IC50 value of DDP on A549 cells.Results:The IC50 value of DDP on A549/DDP cells was significantly higher than that of A549 cells(P<0.01);A/D-exo significantly promoted the growth of A549 cells xenograft tumors(P<0.05)and facilitated the recruitment of CD11b+CD206+macrophages into tumor tissues(P<0.05),compared with PBS and A-exo groups.Exosomes A-exo and A/D-exo were successfully obtained;high levels of IGFBP3 were carried in A/D-exo compared with A-exo.The analysis showed that the expression level of IGFBP3 was significantly up-regulated in patients with LUAD,and the overall survival rate of patients with high expression of IGFBP3 was reduced compared with those with low expression of IGFBP3.High concentration of rhIGFBP3(100 ng/mL)had a significant pro-proliferative effect on either A549 or A549/DDP cells(both P<0.05),but there was no statistically significant effect on the migratory ability of A549 or A549/DDP cells.High concentrations of rhIGFBP3(100 ng/mL)induced TGF-β1 production by M0-type macrophages(P<0.05),but not TNF-α production.The IC50 value of DDP on A549 cells was significantly increased(P<0.05)after treatment with culture supernatant of M0-type macrophages pretreated with IGFBP3(but not rhIGFBP3).Conclusion:A549/DDP cells mediate M2-type macrophage differentiation and promote secondary drug resistance in A549 cells by secreting IGFBP3-rich exosomes.
4.The secondary drug resistance of lung adenocarcinoma A549 cells pomoted by IGFBP3-rich exosome released from A549/DDP cells through M2 polarization of macrophages
Zhengzheng ZHANG ; Xiaofeng WANG ; Pin LÜ ; Qian QIAN ; Ling ZHANG ; Ling CUI ; Shuxia SONG
Tumor 2024;44(4):346-357
Objective:To investigate the effects of insulin-like growth factor-binding protein 3(IGFBP3),which is carried in exosomes released by cisplatin(DDP)-tolerant human lung adenocarcinoma(LUAD)A549/DDP cells,on differentiation of macrophages and its effect on DDP resistance of A549 cells.Methods:The parental A549 and A549/DDP cells were cultured in vitro,and the IC50 values were calculated after treatment with different concentrations of DDP for 48 h.The supernatants of A549 or A549/DDP cells culture were collected,and the exosomes were isolated using ultracentrifugation and named A-exo or A/D-exo,respectively.THP-1 cells were induced to differentiate into M0-type macrophages with PMA(15 μg/mL),mixed with A549 cells at a ratio of 1∶1,and then inoculated in the axillae of nude mice;on the day of tumor cell inoculation,the tumor cells were injected with PBS,A-exo,and A/D-exo at the inoculation site of the tumor cells,respectively,and at the same time,the treatment was carried out by intraperitoneal injection of DDP 1 time every 4 d.On the 35th day of the tumor loading in mice,the recruitment of human CD11b+CD206+or CD11b+CD86+macrophages in transplanted tumor tissues was detected by flow cytometry(FCM).Antibody microarrays were used to screen for proteins carried by A-exo or A/D-exo and validated by detecting the amount of IGFBP3 protein in A-exo and A/D-exo by ELISA method.A549 or A549/DDP cells were treated with different concentrations of rhIGFBP3,and the effects of rhIGFBP3 on the proliferation or migration ability of the cells were detected by MTS assay and Transwell assay,respectively.M0-type macrophages were treated with rhIGFBP3 for 4 d,and the culture supernatant was collected;the effects of different concentrations of rhIGFBP3 on the production of TGF-β and TNF-α content by M0-type macrophages were detected by ELISA;in addition,A549 cells were treated with rhIGFBP3 or culture supernatant of M0-type macrophages pretreated with rhIGFBP3,and again detected the IC50 value of DDP on A549 cells.Results:The IC50 value of DDP on A549/DDP cells was significantly higher than that of A549 cells(P<0.01);A/D-exo significantly promoted the growth of A549 cells xenograft tumors(P<0.05)and facilitated the recruitment of CD11b+CD206+macrophages into tumor tissues(P<0.05),compared with PBS and A-exo groups.Exosomes A-exo and A/D-exo were successfully obtained;high levels of IGFBP3 were carried in A/D-exo compared with A-exo.The analysis showed that the expression level of IGFBP3 was significantly up-regulated in patients with LUAD,and the overall survival rate of patients with high expression of IGFBP3 was reduced compared with those with low expression of IGFBP3.High concentration of rhIGFBP3(100 ng/mL)had a significant pro-proliferative effect on either A549 or A549/DDP cells(both P<0.05),but there was no statistically significant effect on the migratory ability of A549 or A549/DDP cells.High concentrations of rhIGFBP3(100 ng/mL)induced TGF-β1 production by M0-type macrophages(P<0.05),but not TNF-α production.The IC50 value of DDP on A549 cells was significantly increased(P<0.05)after treatment with culture supernatant of M0-type macrophages pretreated with IGFBP3(but not rhIGFBP3).Conclusion:A549/DDP cells mediate M2-type macrophage differentiation and promote secondary drug resistance in A549 cells by secreting IGFBP3-rich exosomes.
5.Relationship between menstrual disorder and ovarian morphology of adolescent women
Li WANG ; Xiaofeng YANG ; Wenjun MAO ; Shulan Lü
Journal of Xi'an Jiaotong University(Medical Sciences) 2017;38(4):579-583
Objective To study the relationship between menstrual disorder and ovarian morphology of adolescent women in order to provide basis for diagnosis of adolescent polycystic ovary syndrome (PCOS).Methods We analyzed the clinical data of 212 patients with adolescent menstrual disorders 2 years after menstruation collected from the Department of Gynecology and Women's Health of First Affiliated Hospital of Xi'an Jiaotong University between September 2014 and September 2015.Results ① Oligomenorrhea was the most common in the 212 adolescent women (33.96 %),followed by amenorrhea (16.51%).There was a significant difference in F-G score and acne score among patients with different types of menstrual disorder (F=1.39,1.77,all P<0.05),the highest in those with oligomenorrhea.② The volume of the ovary,number of sinusoidal follicles,maximum area of the ovary in women with oligomenorrhea were significantly higher than those in non-oligomenorrhea women (t =2.89,5.76,6.23,all P< 0.05).③ Clinical manifestations differed significantly among normal ovarian group,MFO group and PCO group (x2=43.25,P<0.05).Incidence rate of oligomenorrhea ranked the top in polycystic ovary group (49.30%),followed by multiple ovarian follicles group (42.59%),and there were significant differences in blood LH,T,and LH/FSH (F=3.45,2.43,2.76,all P<0.05) was found in PCO group.There was significant difference in diagnosis of puberty PCOS (x2=26.58,P<0.05).④ Among these 212 adolescent women,45 ones had puberty PCOS (21.23%).The ovary volume,number of sinus follicles,and the largest area in the obese patients were significantly higher than those in non-obese group (t =3.42,7.89,4.02,all P<0.05);HOMA IR was also significantly higher than that in non-obese group (t =8.89,10.62,all P < 0.05).Conclusion Oligomenorrhea is the most common menstrual disorder in adolescent women.Ovarian morphological abnormalities occur in most women with oligomenorrhea and obesity,who should be followed up regularly.
6.Study on training programs for preventive medicine undergraduates in China's colleges and uni-versities
Jie LU ; Yiran WANG ; Xiaofeng ZHANG ; Pan GAO ; Quanjun LÜ
Chinese Journal of Medical Education Research 2017;16(11):1097-1102
Objective To explore the current training programs for preventive medicine undergrad-uates in China's colleges and universities, so as to provide more clues for further optimizing the training program. Methods Twelve colleges and universities were selected in accordance with the stratification of 985, 211 and general colleges and universities and their training programs for preventive medicine under-graduates were collected in February, 2016. By comparing with the requirements of "The directory and introduction of undergraduate courses in colleges and universities (2012)" and the spirit of the second round of "undergraduate teaching evaluation of higher education institutions", training programs were described; t test and multivariate analysis of variance were used to compare differences among different levels of colleges and universities;SPSS 21.0 was used for statistical processing. Results In some colleges and universities, training programs were still not concrete and the setting of three common core courses (Health Education, Health Service Management and Women's Health Science) did not meet the require-ments of the new directory of 2012. All selected colleges and universities had established their standards of the minimum curricular credits ( including course system and internship practical training ) which were(245.33±27.01) credits. In course system, the required course and the elective course were (176.25±18.46) credits, (26.62±12.68) credits, respectively. The percentage of preventive medicine in required courses was relatively lower, only (21.99 ±3.50)%. In internship and practical training, the clinical practice and the specialty practice were (20.00 ±5.13) weeks, (27.33 ±7.78) weeks, taking (16.46 ±7.75) credits, (23.50 ± 9.86) credits, respectively. No differences were found in courses setting, credits distribution among 985, 211 and general universities and colleges, all P>0.05. Conclusion There still exist problems: training pro-grams are not concrete and the training system cannot fully reflect training objectives in some colleges and universities, needing to be further standardized and improved.
7.EUS-guided rendezvous for malignant obstructive jaundice after failured ERCP
Hao ZHANG ; Ping HUANG ; Xiaofeng ZHANG ; Wen Lü ; Zhen FAN ; Haitao HUANG ; Songmei LOU ; Xia WANG
China Journal of Endoscopy 2017;23(7):22-25
Objective To study the therapeutic effect of EUS-guided rendezvous (EUS-RV) when ERCP failed in patients with malignant obstructive jaundice. Methods 12 cases of malignant obstructive jaundice patients were underwent EUS-RV after unsuccessful ERCP. The operation success rate, liver function recovery 1 week and 1 month after operation, complication rates, hospital stay and patient survival were observed. Results All 12 patients were successfully operated and placed stents by endoscopic ultrasound puncture following by ERCP: 8 patients by the stomach, 4 patients by duodenum, the operation success rate was 100.00%; There were significant difference between the liver function recovery of preoperative and postoperative one week or postoperative one week and postoperative one month (P < 0.05). 1 bleeding occurred and were improved after conservative treatment, the complications rate was 8.33%; the hospital stay was (20.68 ± 5.76) d; the average survival time of patients was 224 d. Conclusion EUS-guided rendezvous may be the alternative treatment due to the diminutive trauma and good effect when ERCP failed in patients with malignant obstructive jaundice.
8.Application value of thrombus aspiration catheter in young patients with acute STEMI during PCI
Xiaofeng ZHANG ; Qiang Lü ; Yan LIU ; Lingling HUI ; Senjun LI ; Yuling SHAO ; Mo FAN
Chinese Journal of cardiovascular Rehabilitation Medicine 2014;23(5):546-549
Objective:To explore the therapeutic effect and safety of thrombus aspiration catheter in young patients with acute ST-segment elevation myocardial infarction (STEMI) during primary percutaneous coronary intervention (PCI) .Methods :According to using thrombus aspiration catheter during emergency PCI or not ,a total of 79 young patients with acute STEMI were divided into aspiration group (n= 37 ,received thrombus aspiration ) and routine treatment group (n=42 ,didn't receive aspiration catheter ) .Coronary TIMI flow ,angina pectoris symptoms ,cardi-ac function and major adverse cardiovascular events (MACE) etc .after PCI were observed and compared between two groups .Results:Compared with routine treatment group after treatment ,there were significant rise in TIMI flow [ (2.33 ± 0.48) grade vs .(3.00 ± 0.00) grade] ,2h ST segment regression >50% rate (45.24% vs .70.27% ) and left ventricular ejection fraction on the first week [ (47.21 ± 9.28)% vs .(52.16 ± 7.87)% ];significant reduc-tion in angina pectoris symptom (50.00% vs .27.03% ) ,and NYHA cardiac function during follow-up [ (1.52 ± 0.71) class vs .(1.22 ± 0.42) class] in aspiration group , P<0.05 or <0.01. There was no significant difference in incidence of MACE between two groups , P>0.05 all .Conclusion:Application of thrombus aspiration catheter could improve coronary blood flow ,reduce symptoms of angina pectoris and improve cardiac function during primary PCI in young patients with acute STEMI ,and it's safe .
9.Biliary-pancreatic double stents for pancreatic cancer with obstructive jaundice
Zhen FAN ; Xiaofeng ZHANG ; Xiao ZHANG ; Wen Lü ; Yinghui GUO ; Qingfeng YUAN ; Youan ZHAO
Chinese Journal of Digestive Endoscopy 2013;(4):181-184
Objective To analysis the clinical effects of biliary-pancreatic double stents in pancreatic cancer patients with obstructive jaundice.Methods From July 2008 to October 2011,a total of 60 patients with advanced pancreatic cancer were randomly divided into two groups to receive biliary-pancreatic double stents (n =28) or biliary stent only (n =32) according to the odd and even numbers of their admission date.Changes in liver function,abdominal pain,quality of life scores (QOL) were compared between two groups.Results The stents were placed successfully in 54 patients (90.0%),in which symptoms were relieved or gradually disappeared in all patients after the procedure.One week after stents placement,the serum total bilirubin decreased significantly from 164.32 ±45.16 μmol/L before ERCP to 63.25 ±27.06 μmol/L (P < 0.05),other parameters including ALT,AST,AKP and r-GT were also decreased significantly compared with those of pre-ERCP (P < 0.01),but there was no significant difference between the two groups (P > 0.05).25 cases in double-stents group and 29 cases in single-stent group had varying degrees of pain relief at 7d after ERCP,but the overall pain relief rate and complete pain relief rate in double-stent group were significantly higher than those in single-stent group (92.0% vs.55.2%; 64.0% vs.34.5%,P<0.05).At 7d and 14d after ERCP,Karnofsky QOL score were improved significantly in double-stent group (P < 0.05).It was significantly better than single-stent group at 14d after ERCP (P <0.05).No death or other severe ERCP-related complications were observed.Conclusion Biliary-pancreatic stent placement for pancreatic cancer could significantly improve liver function and relieve obstructive pain.In the ways of alleviating pain and improving quality of life scores,it was better than ERCP biliary stent placement,especially for patients with pancreatic cancer combined obstructive pain.It indicated that biliary-pancreatic stent placement was better than simple biliary stent placement for advanced pancreatic head cancer patients with obstructive pain.
10.Correlation between carotid intima-media thickness and glucose fluctuation in type 2 diabetic patients
Jinxin HUANG ; Xiaofeng Lü ; Pei LUO ; Xingguang ZHANG ; Xumin JIAO ; Dakun ZHAO
Chinese Journal of General Practitioners 2013;12(4):268-271
Objective To investigate the correlation between carotid intima-media thickness (CIMT) and glucose fluctuation in patients with type 2 diabetes mellitus (T2DM).Methods Sixty-eight T2DM patients admitted to Beijing Military General Hospital from March to August 2012 were enrolled in the study,including 32 cases with CIMT thickening (CIMT ≥ 0.9 mm) and 32 cases with normal CIMT (CIMT <0.9 mm).The 72 h continuous blood glucose levels were monitored from the day of admission.Results There were no significant differences in the gender,age,body mass index (BMI),systolic and diastolic blood pressure,HDL-C,LDL-C,CHO,TG,glycosylate hemoglobin (HbA1c),fasting blood glucose(FBG) and postprandial average blood glucose (MPBG) between two groups (P > 0.05).The atherosclerosis (AS) score and mean amplitude of glycemic excursion (MAGE),glucose standard deviation,frequency of glycemic excursion (FGE) and absolute mean of daily differences (MODD) in patients with thickening CIMT were (11 ± 7) years,(6.9 ± 3.0) mmol/L,(2.8 ± 1.2) mmol/L,(3.4 ± 1.5) times/d,(2.8 ± 1.3) mmol/L,(4.5 ± 1.0) score,respectively ; while those in patients with normal CIMT were (8 ±6) years,(4.2 ± 1.1) mmol/L,(1.6 ± 0.5) mmol/L,(2.2 ± 0.8) times/d,(2.0 ± 1.0) mmol/L,(3.3 ±0.6) score,respectively.There were significant differences between two groups (all P < 0.05).Pearson correlation showed that CIMT was positively correlated with MAGE,FGE,MODD,course of disease,diastolic blood pressure,LDL-C,MPBG and AS score (P < 0.05).Multiple stepwise regression analysis showed that MAGE,MBPG were the influencing factors of CIMT.Conclusions The CIMT of patients with T2DM is closely correlated with glucose fluctuation,indicating that reduction of blood glucose fluctuation and MAGE,MPBG levels may delay the occurrence of diabetic macroangiopathy.

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