1.Feasibility study on quantifying retinal vascular features for predicting preeclampsia based on artificial intelligence models
Tianfan ZHOU ; Feixue SHAO ; Sheng WAN ; Chenchen ZHOU ; Sijin ZHOU ; Xiaolin HUA
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(5):552-559
Objective·To explore the predictive capability of retinal vascular features in preeclampsia(PE)based on artificial intelligence(AI)models.Methods·This retrospective study enrolled 789 pregnant women who registered from June 2020 to January 2021 at Shanghai First Maternity and Infant Hospital of Tongji University in the first 16 weeks of gestation.These women underwent regular prenatal examinations,had retinal fundus images captured,and delivered singleton live births at the hospital.According to whether they developed hypertensive disorders of pregnancy(HDP),they were divided into unaffected group(n=685)and HDP group(n=104).Within the HDP group,pregnancies were further categorized into gestational hypertension(GH)group(n=36)and PE group(n=68)based on the occurrence of PE.Based on the gestational age at onset,the PE group was further divided into early-onset PE group(gestational age<34 weeks)and late-onset PE group(gestational age≥34 weeks).Fundus images of the pregnant women were obtained,and an AI algorithm was utilized to diagnose retinal lesions and quantify retinal vascular features.Comparative analyses were conducted on fundus features and retinal vascular features.Univariate Logistic regression model was employed to analyze the influencing factors of PE occurrence,and multivariate Logistic regression model was further utilized to assess the correlation between retinal vascular features and the occurrence of PE.The predictive capability of retinal vascular features for PE(both early-and late-onset PE)was analyzed by using area under the curve(AUC)of receiver operator characteristic curve(ROC curve).Results·The comparative analysis of fundus features and retinal vascular features demonstrated statistically significant differences between the unaffected group and PE group in terms of central retinal artery equivalent(CRAE),central retinal vein equivalent(CRVE),arteriole-to-venular ratio(AVR),retinal artery tortuosity and retinal artery fractal dimension(all P<0.05).Univariate Logistic regression analysis indicated that second-trimester mean arterial pressure(MAP),second-trimester estimated fetal weight(EFW),CRAE,CRVE,AVR,retinal artery tortuosity and retinal artery fractal dimension were the influencing factors for PE occurrence(all P<0.05).Multivariate Logistic regression analysis revealed that second-trimester EFW,CRAE,CRVE,AVR,retinal artery tortuosity and retinal artery fractal dimension were the protective factors for the occurrence of PE,while second-trimester MAP was the risk factor for PE(all P<0.05).The analysis of ROC curves revealed that maternal risk factors along with second-trimester prenatal examination data(including MAP and EFW)and retinal vascular features model had good predictive ability for PE[AUC(95%CI)=0.784(0.725-0.843),and this model exhibited better predictive capability for early-onset PE,with an AUC(95%CI)of 0.840(0.756-0.924).Conclusion·The integration of quantified retinal vascular features based on AI models with maternal risk factors and second-trimester prenatal examination data(including MAP and EFW)enables a more effective prediction of PE occurrence,particularly early-onset PE.
2.Effect of practical teaching based on self-drawing method in interpretation of the 12-lead electrocardiogram
Haijun LIU ; Xiuhua XIE ; Xiaolin SHAO ; Mengxia ZHU
Chinese Journal of Medical Education Research 2021;20(8):934-937
Objective:To explore the teaching effect of 12-lead electrocardiogram (ECG) interpretation based on self-drawing method.Methods:This study recruited 489 students from 10 classes of clinical medicine major of Shandong Medical College as research objects. They were divided into control group and experimental group. Theoretical teaching and traditional practical training were adopted to the control group while theoretical teaching and self-drawing method were adopted to the experimental group. The ECG test scores, the number of students with excellent performance and the ECG scores of the final exam were compared between the two groups. Questionnaires were issued to assess the effect of different teaching methods on students. SPSS 25.0 was used for t test and chi-square test. Results:Compared with the experimental group, the results of the ECG special test, the number of excellent students and the ECG scores of the final exam in the control group all decreased, and the difference was statistically significant ( P<0.01). The results of the questionnaire showed that the experimental group had higher mastery of ECG abnormal patterns, learning initiative, self-confidence and better satisfaction with the overall teaching of ECG ( P<0.01). Conclusion:The practical training based on self-drawing method can improve ECG interpretation skills, learning initiative and self-confidence of students, which has achieved good teaching effect.
3.The efficacy of intravesical instillation of domestic BCG versus epirubicin in the prevention of recurrence of intermediate-risk or high-risk non-muscular invasive bladder cancer and predictive factors of BCG instillation: a randomized, controlled, multi-center clinical trial with 2 years’ follow-up
Hao YU ; Kaiwen LI ; Hailong HU ; Xiang LI ; Nan LIU ; Jian ZHANG ; Xudong YAO ; Xiaodong ZHANG ; Wei LI ; Liqun ZHOU ; Xiangbo KONG ; Jinjian YANG ; Youhan CAO ; Junli WEI ; Jiacun CHEN ; Zhaoyang WU ; Dongwen WANG ; Xuhui ZHANG ; Jinkai SHAO ; Qingwen LI ; Huiqing ZHANG ; Xiaolin WANG ; Shaozhong WEI ; Ye TIAN ; Tie ZHONG ; Hongshun MA ; Kun LI ; Benkang SHI ; Jin YANG ; Yuhua QIAO ; Hongxing HUANG ; Liming LI ; Zhimin WANG ; Jianhua TIAN ; Tianxin LIN ; Jian HUANG
Chinese Journal of Urology 2020;41(10):724-730
Objective:To investigate the 2 years’ efficacy of intravesical instillation of domestic BCG versus epirubicin in the prevention of recurrence of intermediate-risk or high-risk non-muscular invasive bladder cancer and predictive factors of BCG instillation.Methods:From July 2015 to June 2020, 18-75 years old patients with moderate to high-risk non muscle invasive bladder cancer (NMIBC) confirmed by pathological examination were involved. The ECOG score was 0-2. Exclusion criteria included ①immune deficiency or impairment (such as AIDS), using immunosuppressive drugs or radiotherapy, suspected allergic to BCG or epirubicin or excipients of the two drugs, fever or acute infectious diseases including active tuberculosis or receiving anti tuberculosis treatment, with severe chronic cardiovascular and cerebrovascular diseases or chronic kidney disease; ②combined with other urogenital system tumors or other organ tumors; ③combined with muscle invasive bladder urothelial carcinoma (≥T 2); ④undergoing chemotherapy, radiotherapy or immunotherapy within 4 weeks (immediate instillation after surgery not included); ⑤ pregnant or lactating women; ⑥ comfirmed or suspected bladder perforation; ⑦gross hematuria; ⑧cystitis with severe bladder irritation that may affect the evaluation; ⑨participat in other clinical trials within 3 months; ⑩alcohol or drug addiction; ?any risk factors that may increasing the risk of patients. Epirubicin 50 mg was irrigated immediately after the operation(TURBT or laser resection). The patients were randomly divided into BCG15 group, BCG19 group and epirubicin group by the ratio of 2∶2∶1, and the patients were maintained intravescical instillation for 1 year. The recurrence and adverse events of the three groups were compared. Univariate and multivariate analysis was performed to predict the risk factors of BCG irrigated therapy failure. Result:By June 15, 2020, the median follow-up duration was 22.1 months(12.1, 32.3), and there was no statistical difference between the groups ( P=0.9024). There were 274 patients enrolled in BCG19 group, 277 patients enrolled in BCG15 group and 130 patients enrolled in the epirubicin group. The drop-off rate was 16.6%(113 cases)and made no difference between groups( P=0.6222). There were no significant difference in age, gender, BMI, or ECOG score( P>0.05). During the follow-up, 116 cases was detected recurrence or progression. The recurrence rate of the three groups was 14.2% and 14.8% in BCG19 group and BCG15 group, and 27.7% in the epirubicin group. There was no difference in recurrence rate between BCG19 and BCG15 group( P=0.9464). The recurrence rate of BCG19 group was lower than that of the epirubicin group ( P=0.0017). The recurrence rate of BCG15 group was lower than that of the epirubicin group ( P=0.0020). There was no difference in the cumulative recurrence free survival rate between BCG19 and BCG15 group (95% CI0.57-1.46, P=0.7173). The cumulative recurrence free survival rate of BCG 19 group was better than that of the epirubicin group( HR=0.439, 95% CI0.26-0.74, P=0.0006), and the cumulative recurrence free survival rate of BCG15 group was better than that of the epirubicin group ( HR=0.448, 95% CI0.29-0.80, P=0.0021). The total incidence of adverse events in 19 BCG19, BCG15 and epirubicin group were 74.5%, 72.6% and 69.8% respectively. There was no difference in the incidence of adverse events between BCG19 and BCG15 group( P=0.6153). The incidence of adverse events in epirubicin group was lower than that of BCG19( P=0.0051) and BCG15( P=0.0167) groups.There was no significant difference in the incidence of serious adverse events (SAE) among the three groups ( P=0.5064). Log rank test univariate analysis and Cox risk regression model multivariate analysis showed that the history of bladder cancer recurrence( HR=6.397, 95% CI1.95-20.94, P=0.0001)was independent risk factor for BCG irrigation failure. Conclusions:The 2 years’ efficacy of intravesical instillation of domestic BCG is better than than of epirubicin with good tolerance and safety. There is no difference between BCG19 and BCG15 group. BCG doesn’t increase SAE compared with epirubicin. Recurrence status was an independent prognostic factor regarding recurrence-free survival.
4.The efficacy and safety of BCG in the prevention of postoperative recurrence of intermediate and high-risk non-muscle invasive bladder cancer: a randomized, controlled, multi-center clinical trial (mid-term report)
Hao YU ; Tianxin LIN ; Xiang LI ; Hailong HU ; Nan LIU ; Jian ZHANG ; Xudong YAO ; Zhaoyang WU ; Xiangbo KONG ; Liqun ZHOU ; Jiacun CHEN ; Wei LI ; Jinjian YANG ; Dongwen WANG ; Xiaodong ZHANG ; Youhan CAO ; Shaozhong WEI ; Ye TIAN ; Huiqing ZHANG ; Benkang SHI ; Zhanpo YANG ; Qingwen LI ; Jinkai SHAO ; Tie ZHONG ; Xiaolin WANG ; Hongxing HUANG ; Liming LI ; Jianhua TIAN ; Zhimin WANG ; Jin YANG ; Lin QI ; Jian HUANG
Chinese Journal of Urology 2019;40(7):485-491
Objective To investigate the efficacy and safety of intravesical instillation of BCG vaccine in the prevention of early recurrence of middle and high risk non-muscle invasive bladder cancer.Methods From July 2015,patients with non-muscle invasive bladder cancer aged 18-75 years with informed consent were screened and underwent transurethral resection of bladder tumor (TURBT).Immediately intravesical instillation of epirubicin 50 mg was given postoperatively.After pathology was comfirmed,patients was enrolled in group 1 (BCG15) or group 2 (BCG 19) or the control group (epirubicin 18) randomly with SAS 9.3 software.Data of follow-up and Adverse event was collected and analyzed.Results By May 31,2019,531 patients were enrolled in the study.The drop-off rate was 20.1%.167 patients (143 males and 24 females)in group 1,172 patients (141 males and 31 females)in group2 and 84(75 males and 9 females) in the control group with follow-up data were analyzed.There were no significant differences in age,gender,BMI,ECOG score,risk stratification between the three groups (P =0.8641,P =0.2906,P =0.9384,P =0.6126).The median follow-up time makes no statistical difference between the groups (P =0.9251),12.0 (6.0,22.5) months,13.0 (6.0,22.3) months,and 13.0 (7.0,22.3) months.The median recurrence time of the three groups was 4.0 (3.0,6.0) months,4.5 (3.0,9.8) months,4.5 (3.0,8.8) months.There was no statistical difference between the three groups (P =0.2852).Risk stratification in the patients got no significant difference between the three groups (P > 0.05).The 1-year recurrence-free survival rates were 80.0% in the group 1 and 88.3% in the group 2 and 73.7% in the control group.The group 2 was superior to the group 1 and the control group (P =0.0281,P =0.0031).There was no significant difference between group 1 and control group (P =0.2951).There was no significant difference in the cumulative recurrence-free survival between the experimental group 1 and the experimental group 2,(95% CI 0.80-2.43,P =0.2433).The cumulative recurrence-free survival in the group 1 and the group 2 was better than the control group (95 % CI 0.31-0.92,P =0.0266;95 % CI 0.20-0.65,P =0.0008).All the cases underwent instillation were analyzed for adverse events.The incidence of overall AE(adverse events) in group 1 was 68.5% (152/222),the incidence of grade Ⅰ-Ⅱ AE was 53.2% (118/222),the incidence of grade Ⅲ-Ⅳ AE was 15.3% (32/222).The incidence of overall AE in the group 2 was 71.8% (160/223),the incidence of grade Ⅰ-Ⅱ AE was 60.1% (134/223),and the incidence of grade Ⅲ-Ⅳ AE was 11.7% (26/223).The overall AE rate in the control group was 53.2% (59/111),of which the incidence of grade Ⅰ-Ⅱ AE was 42.4% (47/111),and the incidence of grade Ⅲ-Ⅳ AE was 10.8% (12/111).There was no difference in the incidence of overall AE between the group 1 and the group 2 (P =0.4497).The incidence of AE in the two experimental groups was higher than that in the control group (P =0.0062,P =0.0008).There was no difference in the incidence of grade Ⅲ-Ⅳ AE between the three groups (P =0.3902).Conclusions BCG(19 instillation schedule) has a better effect on preventing recurrence after 1 year of bladder surgery,which is superior to epirubicin group.The long-term efficacy of BCG in preventing recurrence and the efficacy of different schedules need to be further followed up.The lower urinary tract symptoms,which are mainly urinary frequency,are one of the causes of case fallout and should be fouced in future.Compared with epirubicin,BCG perfusion does not increase the incidence of grade Ⅲ-Ⅳ adverse reactions,and is safe to use.
5.Effect and Underlying Mechanism of Harmine on Proliferation and Apoptosis of Gastric Cancer Cells
Ting ZHANG ; Shiye JIANG ; Xingxing JIN ; Wenling ZHANG ; Na YU ; Xiaolin LI ; Guoqin ZHU ; Yichan ZHOU ; Yun SHAO ; Weihao SUN
Chinese Journal of Gastroenterology 2018;23(4):221-225
Background:Previous study has found that harmine inhibited the proliferation of gastric cancer cells by down-regulating cyclooxygenase-2(COX-2)expression. However,its molecular mechanism is not fully clear. Aims:To investigate the effect of harmine on proliferation and apoptosis of gastric cancer cells,and explore the role of PTEN/Akt/MDM2 signaling pathway in this process. Methods:Human gastric adenocarcinoma cell line SGC-7901 and MKN-45 were treated with harmine at different concentrations(2,4,8,16,32 μg/mL)for 24,48,and 72 hours. The cell proliferation and apoptosis were detected by MTT assay and Hoechst staining,respectively. The expressions of PTEN,COX-2, phosphorylated Akt(p-Akt)and p-MDM2 were measured by Western blotting. Results:Harmine dose- and time-dependently inhibited proliferation and induced apoptosis of SGC-7901 and MKN-45 cells. Also,harmine dose-dependently increased PTEN expression,and inhibited p-Akt,p-MDM2 and COX-2 expressions in SGC-7901 and MKN-45 cells. Conclusions:Harmine may inhibit proliferation and induce apoptosis of gastric cancer cells via down-regulating COX-2 expression through PTEN/Akt/MDM2 signaling pathway.
6.Investigation to the Expression of NE and TNF-α in Serum and BALF of Rabbits with Acute Lung Injury Interposed by XueBiJing in Underwater Explosion
Xueping LI ; Xiaolin QI ; Changqing YE ; Qianjin WANG ; Xianan SHAO ; Honghao MA
Journal of Modern Laboratory Medicine 2017;32(2):119-122
Objective The concentration of NE and TNF-α was detected for elucidating the change of them in sera and bronchoalveolar lavage fluid (BALF) of rabbits with acute lung injury interposed by XueBiJing therapy in underwater explosion.Methods Underwater explosion decive was applied to cause acute lung injury of rabbits.The 20 rabbits were randomly divided into two groups which were injury group and XueBiJing therapy group,respectively.The concentration of NE and TNF-α in sera and BALF were detected by ELISA method in 24 hours after bursting.Results The concentration of TNF-α in sera (353.30±166.86 ng/L) of rabbits in therapy group were significantly lower than those in injury group (552.30± 169.64 ng/L;t=2.645,P =0.016).The concentration of NE in sera (63.40 ± 36.09 ng/ml) were lower than that of rabbits in injury group (97.60 ± 36.20 ng/ml;t=2.116,P=0.049).At the same time the concentration of NE in BALF (102.10± 9.50 ng/ml) of rabbits in therapy group were significantly lower than those in injury group (136.70± 13.60 ng/ml;t=6.593,P=0.000).Conclusion The expression of TNF-α in sera and NE in sera and BALF in rabbits with acute lung injury interposed by XueBiJing in underwater explosion were lower than those of injury group.
7.Ursolic Acid Inhibits Gastric Cancer Cells Proliferation through AMPK/STAT3/COX-2 Signaling Pathway
Zheng JIAO ; Guoqin ZHU ; Yichan ZHOU ; Xian XU ; Xiaolin LI ; Jianping LI ; Xiaopu HE ; Wei XU ; Yun SHAO ; Weihao SUN
Chinese Journal of Gastroenterology 2017;22(4):208-213
Background: Previous study has found that ursolic acid (UA) inhibited the proliferation of gastric cancer cells by the down-regulation of cyclooxygenase-2 (COX-2) expression.However,its molecular mechanism is not fully clear.Aims: To investigate the role of adenosine monophosphate-activated protein kinase (AMPK)/signal transducer and activator of transcription 3 (STAT3)/COX-2 signaling pathway in UA-mediated inhibition of gastric cancer cells proliferation.Methods: AMPK-pLVX,AMPK-shRNA,STAT3-pLVX,STAT3-shRNA plasmids were constructed,and then were transfected into human gastric cancer cell lines SGC-7901 and MKN-45,respectively.Gastric cancer cells were cultured with different concentrations of UA for different times.The expressions of phosphorylated AMPK (p-AMPK),phosphorylated STAT3 (p-STAT3) and COX-2 were measured by Western blotting,and cell proliferation was detected by CCK-8 assay.Results: UA dose-and time-dependently increased p-AMPK expression,inhibited p-STAT3 and COX-2 expressions in SGC-7901 and MKN-45 cells.Knockdown of AMPK blocked UA-induced inhibition of STAT3 phosphorylation and COX-2 expression.Overexpression of STAT3 blocked UA-induced down-regulation of COX-2 expression.Knockdown of AMPK and overexpression of STAT3 blocked UA-induced inhibition of proliferation of gastric cancer cells.Conclusions: UA may inhibit the proliferation of gastric cancer cells via down-regulation of COX-2 expression through AMPK/STAT3 pathway.
8.Relationship of the preoperative neutrophil-lymphocyte ratio with clinicopathological features and prognosis of colorectal cancer in middle-aged and elderly patients
Ping YANG ; Zhenguo LUO ; Xiaopu HE ; Guoqin ZHU ; Xiaolin LI ; Weihao SUN ; Yun SHAO
Chinese Journal of Geriatrics 2017;36(9):975-978
Objective To evaluate the relationship of preoperative neutrophil-lymphocyte ratio (NLR) with clinicopathological features and prognosis of colorectal cancer in middle-aged and elderly patients.Methods A retrospective analysis was performed in 212 patients with colorectal cancer in the First Affiliated Hospital of Nanjing Medical University from January 2011 to June 2013.All patients were divided into middle-aged group (46-65 year old,n=130) and old-aged group (66-89 year old,n=82),The optimal cut-off point of NLR was identified by the area under receiver operating characteristic curve,while NLR > 3.13 and NLR≤3.13 were classified as high and low NLR group.The clinicopathological features and prognosis between the two groups were compared.Results There was no difference in gender,tumor growth site,depth of invasion,tumor embolus,lymphatic metastasis,distant metastasis,TNM stage between low and high NLR group (allP> 0.05).However,the difference between high NLR group and low NLR group in old-aged group with diabetes mellitus was statistically significant (P<0.05).The 1-,2-,and 3-year survival rate of the overall 212 patients were 96.2% (204/212),87.7% (186/212) and 74.5% (158/212) In middle-aged group,the 1-,2-,and 3-year survival rates were 98.8% (85/86),90.7% (78/86) and 84.9% (73/86) respectively in low NLR group,but 95.5% (42/44),84.1% (37/44) and 72.7% (32/44) respectively in high NLR group,(allP<0.05).In old-aged group,the 1-,2-,and 3-year survival rates were 95.7% (44/46),89.1% (41/46) and 73.9% (34/46) respectively in low NLR group,but 91.7% (33/ 36),83.3% (30/36) and 52.8% (19/36) respectively in high NLR group (all P<0.05).Cox regression showed that TNM stage and NLR were independent risk factors for the prognosis of the middle-aged and elderly patients with colorectal cancer (P<0.05 or P<0.01).Conclusions Preoperative NLR > 3.13 suggest that the prognosis is poor in middle-aged and elderly patients with colorectal cancer.
9.Effect of Ulinastatin on the Expression of TNF-α in the Rabbits with Acute Lung Injury Induced by Underwater Explosion
Fanfan MENG ; Xiaolin QI ; Yijiang HUANG ; Changqing YE ; Qianjin WANG ; Honghao MA ; Xianan SHAO
Journal of Modern Laboratory Medicine 2017;32(3):131-132,136
Objective The expression of TNF-α was detected in sera of rabbits treated by ulinastatin with acute lung injury in duced by underwater explosion.Methods Rabbits were randomly divided into two groups such as the injured group and ulinastatin therapy group.Established underwater explosion device was used to cause acute lung injury in rabbits.TNF-α in sera of the rabbits were measured by ELISA at 4,12 and 24 hours after the explosion.The SPSS17.0 software was used to analyze the data and P<0.05 was considered to be significant.Results There was no significant difference between the concentrations of TNF-α in the sera of rabbits in the injure group (538.20±201.43 ng/L) and that of in the ulinastatin group (386.90± 109.22 ng/L,t=2.088,P=0.051) at 4 hours after burst.However,there was evidently decreased in the level of TNF-α in the ulinastatin group (400.60 ± 78.98 ng/L) compared with the injury group (573.80 ± 178.24 ng/L,t =2.809,P =0.012) at 12 hours after burst.Moreover and TNF-α in the ulinastatin group (356.10 ± 130.99 ng/L) was also decreased compared to the injure group (552.30± 169.64 ng/L,t=2.895,P=0.010) at 24 hours after burst.Conclusion The TNF-α expression in sera of the rabbits in ulinastatin group were dramatically decreased than thai of in injury group at 12 hours after burst,which may be benefit to rabbits with acute lung injury induced by underwater explosion.
10.Research progresses of long non-coding RNAs in human head neck tumor
Practical Oncology Journal 2016;30(1):88-92
Long noncoding RNAs( lncRNAs) are transcribed RNA molecules more than 200 nt in length, without protein coding capacity.In recent years,emerging evidence has shown that lncRNAs act as key regulators of multiple cancers.LncRNA is possible to be a new focus for cancer treatment.Until now,only a few papers about lncRNA had been reported in head neck tumor.In this review,we report the development of lncRNA in head neck tumorbased on the latest studies.

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