1.A prognostic model of intrahepatic cholangiocarcinoma after curative intent resection based on Bayesian network
Chen CHEN ; Yuhan WU ; Jingwei ZHANG ; Yinghe QIU ; Hong WU ; Qi LI ; Tianqiang SONG ; Yu HE ; Xianhan MAO ; Wenlong ZHAI ; Zhangjun CHENG ; Jingdong LI ; Shubin SI ; Zhiqiang CAI ; Zhimin GENG ; Zhaohui TANG
Chinese Journal of Surgery 2021;59(4):265-271
Objective:To examine a survival prognostic model applicable for patients with intrahepatic cholangiocarcinoma (ICC) based on Bayesian network.Methods:The clinical and pathological data of ICC patients who underwent curative intent resection in ten Chinese hepatobiliary surgery centers from January 2010 to December 2018 were collected.A total of 516 patients were included in the study. There were 266 males and 250 females.The median age( M( Q R)) was 58(14) years.One hundred and sixteen cases (22.5%) with intrahepatic bile duct stones,and 143 cases (27.7%) with chronic viral hepatitis.The Kaplan-Meier method was used for survival analysis.The univariate and multivariate analysis were implemented respectively using the Log-rank test and Cox proportional hazard model.One-year survival prediction models based on tree augmented naive Bayesian (TAN) and na?ve Bayesian algorithm were established by Bayesialab software according to different variables,a nomogram model was also developed based on the independent predictors.The receiver operating characteristic curve and the area under curve (AUC) were used to evaluate the prediction effect of the models. Results:The overall median survival time was 25.0 months,and the 1-,3-and 5-year cumulative survival rates was 76.6%,37.9%,and 21.0%,respectively.Univariate analysis showed that gender,preoperative jaundice,pathological differentiation,vascular invasion,microvascular invasion,liver capsule invasion,T staging,N staging,margin,intrahepatic bile duct stones,carcinoembryonic antigen,and CA19-9 affected the prognosis(χ 2=5.858-54.974, all P<0.05).The Cox multivariate model showed that gender,pathological differentiation,liver capsule invasion, T stage,N stage,intrahepatic bile duct stones,and CA19-9 were the independent predictive factors(all P<0.05). The AUC of the TAN model based on all 19 clinicopathological factors was 74.5%,and the AUC of the TAN model based on the 12 prognostic factors derived from univariate analysis was 74.0%,the AUC of the na?ve Bayesian model based on 7 independent prognostic risk factors was 79.5%,the AUC and C-index of the nomogram survival prediction model based on 7 independent prognostic risk factors were 78.8% and 0.73,respectively. Conclusion:The Bayesian network model may provide a relatively accurate prognostic prediction for ICC patients after curative intent resection and performed superior to the nomogram model.
2.A prognostic model of intrahepatic cholangiocarcinoma after curative intent resection based on Bayesian network
Chen CHEN ; Yuhan WU ; Jingwei ZHANG ; Yinghe QIU ; Hong WU ; Qi LI ; Tianqiang SONG ; Yu HE ; Xianhan MAO ; Wenlong ZHAI ; Zhangjun CHENG ; Jingdong LI ; Shubin SI ; Zhiqiang CAI ; Zhimin GENG ; Zhaohui TANG
Chinese Journal of Surgery 2021;59(4):265-271
Objective:To examine a survival prognostic model applicable for patients with intrahepatic cholangiocarcinoma (ICC) based on Bayesian network.Methods:The clinical and pathological data of ICC patients who underwent curative intent resection in ten Chinese hepatobiliary surgery centers from January 2010 to December 2018 were collected.A total of 516 patients were included in the study. There were 266 males and 250 females.The median age( M( Q R)) was 58(14) years.One hundred and sixteen cases (22.5%) with intrahepatic bile duct stones,and 143 cases (27.7%) with chronic viral hepatitis.The Kaplan-Meier method was used for survival analysis.The univariate and multivariate analysis were implemented respectively using the Log-rank test and Cox proportional hazard model.One-year survival prediction models based on tree augmented naive Bayesian (TAN) and na?ve Bayesian algorithm were established by Bayesialab software according to different variables,a nomogram model was also developed based on the independent predictors.The receiver operating characteristic curve and the area under curve (AUC) were used to evaluate the prediction effect of the models. Results:The overall median survival time was 25.0 months,and the 1-,3-and 5-year cumulative survival rates was 76.6%,37.9%,and 21.0%,respectively.Univariate analysis showed that gender,preoperative jaundice,pathological differentiation,vascular invasion,microvascular invasion,liver capsule invasion,T staging,N staging,margin,intrahepatic bile duct stones,carcinoembryonic antigen,and CA19-9 affected the prognosis(χ 2=5.858-54.974, all P<0.05).The Cox multivariate model showed that gender,pathological differentiation,liver capsule invasion, T stage,N stage,intrahepatic bile duct stones,and CA19-9 were the independent predictive factors(all P<0.05). The AUC of the TAN model based on all 19 clinicopathological factors was 74.5%,and the AUC of the TAN model based on the 12 prognostic factors derived from univariate analysis was 74.0%,the AUC of the na?ve Bayesian model based on 7 independent prognostic risk factors was 79.5%,the AUC and C-index of the nomogram survival prediction model based on 7 independent prognostic risk factors were 78.8% and 0.73,respectively. Conclusion:The Bayesian network model may provide a relatively accurate prognostic prediction for ICC patients after curative intent resection and performed superior to the nomogram model.
3.Study on the Quality Standard of Tetrastigma hemsleyanum Stem and Leaves Dispensing Granules and Content Determination of 5 Active Ingredients
Ping XIE ; Dan CHEN ; Liting HONG ; Xiumian LIU ; Wenjing YU ; Chaodong XIONG ; Shubin LIAO ; Yongjing LIU
China Pharmacy 2020;31(8):939-944
OBJECTIVE:To estab lish the quality standard of Tetrastigma hemsleyanum stem and leaves dispensing granules , and to determine the contents of 5 active ingredients simultaneously. METHODS : Chlorogenic acid , isoorientin and isoorientin-2′-O-rhamnoside in T. hemsleyanum stem and leaves dispensing granules were identified by TLC. The total flavonoids of the 3 batches granules were determined by UV spectrophotometry (by isoorientin ). The granule sizes ,moisture contents , dissolvability,and content uniformity were determined. Using isoorientin as internal reference ,relative correction factors of other components were established. QAMS method was adopted to determine the contents of neochlorogenic acid ,chlorogenic acid , orientin,isoorientin and isoorientin- 2′-O-rhamnoside,which were compared with the results of ESM method. RESULTS :TLC spots of chlorogenic acid ,isoorientin and isoorientin- 2′-O-rhamnoside were clear and well-separated ,without interference from negative control. The linear range of isoorientin were 7.73-61.82 μ g/mL(r=0.999 9). RSDs of precision ,stability and reproducibility tests were all lower than 2%. The recoveries were 93.75%-97.85%(RSD=1.41%,n=6). The average percentages that the 3 batches granules could not pass through sieve No. 1 - moisture contents were 4.63%,5.18% and 4.03%(n=3). were dissolved within 5 min ,and content uniformity were 4.8%-5.0%. Which were all in line with the relevant provi-sions of granules in 2015 edition of Chinese Pharmacopoeia . The linear range of 5 ingredients were 2.325-93 μg/mL(r=0.999 9),5.125-205 μg/mL(r=0.999 9),1.150- 46 μg/mL(r=0.999 3),2.625-105 μg/mL(r=0.999 9),4.725-189 μg/mL(r=0.999 9),respectively. RSD of precision ,stability and reproducibility tests were all lower than 3%. The recoveries were 99.78%-106.13%(RSD=2.33%,n=6),95.07%-103.32% (RSD=2.72%,n=6),97.17%-105.43%(RSD=2.98%,n=6),95.52%-101.33%(RSD=2.46%,n=6),99.42%-105.56% (RSD=2.34%,n=6). Using isoorientin as internal reference ,relative correction factors of neochlorogenic acid ,chlorogenic acid , isoorientin and isoorientin- 2′-O-rhamnoside were 0.731,0.805,0.821,0.590,respectively. The contents were 0.828-1.123, 2.379-3.118,0.281-0.880,1.039-1.393,2.121-3.209 mg/g by QAMS method ,while the contents were 0.803-1.099,2.345-3.085, 0.269-0.872,1.309-1.393,2.113-3.201 mg/g by ESM method ,there was no significant difference in the content determination results between QAMS and ESM method (P>0.05). CONCLUSIONS :Established quality standard is simple and rapid ,and can be used for quality control of T. hemsleyanum stem and leaves dispensing granules. Established QAMS method is accurate and efficient,and it can be used for simultaneous determination of 5 active ingredients of T. hemsleyanum stem and levels dispensing granules.
4.Advances in Long Non-coding RNAs on Resistant to EGFR-TKIs in Non-small Cell Lung Cancer.
Shubin LI ; Hong YU ; Gengyue ZHANG
Chinese Journal of Lung Cancer 2018;21(2):121-128
Most non-small cell lung cancer patients with active epidermal growth factor receptor (EGFR) mutation will eventually acquire drug resistant to EGFR tyrosine kinase inhibitors, such as gefitinib, resulting in disease progression, which involves a variety of complex mechanisms. Up to now, the molecular mechanisms of long non-coding RNAs mediated EGFR-TKIs resistance remains poorly understood. This review aims to outline the current state of information on lncRNAs and progress on its role in EGFR-TKIs resistance in non-small cell lung cancer.
Carcinoma, Non-Small-Cell Lung
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drug therapy
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genetics
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Drug Resistance, Neoplasm
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genetics
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ErbB Receptors
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antagonists & inhibitors
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Humans
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Lung Neoplasms
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drug therapy
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genetics
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Protein Kinase Inhibitors
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pharmacology
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therapeutic use
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RNA, Long Noncoding
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genetics
5.CT and MRI findings of otogenic sigmoid sinus thrombophlebitis
Shubin CHEN ; Bentao YANG ; Zilong YU ; Xinping HAO ; Yongxin LI ; Rong HU ; Jie WANG ; Xiaodan PAN
Chinese Archives of Otolaryngology-Head and Neck Surgery 2018;25(2):79-82
OBJECTIVE To explore the CT and MRI appearances of otogenic sigmoid sinus thrombophlebitis(SST) and abscess. METHODS The HRCT, plain MRI, magnetic resonance venography(MRV), enhanced MRI findings in 11 patients with otogenic SST were retrospectively analyzed. RESULTS On CT, the bony wall of sigmoid sinus was eroded in 10 cases (10/11), and air bubbles were found in or around sigmoid sinus in 4 cases. On plain MRI, sigmoid sinus flow void effect disappeared in all 11 cases. SST manifested as high signal on T2W1 in all 11 cases, and as low signal on T1WI in 2 cases, isointense signal on T1WI in 6 cases, high signal on T1WI in 3 cases. Contrast enhancement MRI showed enhancement in wall of venous sinus, but venous sinus thrombosis did not enhanced, but showed as irregular filling defect or empty triangle. MRV showed that involved venous sinus was not visualized. CONCLUSION CT can show the erosion of the bony wall of sigmoid sinus which may indicate the SST; and if air bubbles are found around or in the sigmoid sinus, the abscess around or in the sigmoid sinus should be doubted. Conventional MRI combined with MRV are effective and noninvasive methods in the diagnosis of SST.
6.A retrospective analysis of cardioversion for paroxysmal supraventricular tachycardia in emergency department
Anlei LIU ; Juyuan LIU ; Fang ZHANG ; Jun XU ; Jihai LIU ; Shubin GUO ; Xuezhong YU ; Jian GAO ; Huadong ZHU
Chinese Journal of Emergency Medicine 2018;27(2):200-203
Objective To analyze retrospectively the cardioversion for paroxysmal supraventricular tachycardia (PSVT) in emergency department in order to explore rational guidance for the diagnosis and treatment for PSVT.Methods A retrospective analysis of PSVT patients in the emergency department admitted from June 2015 to December 2015 was carried out.First,all the patients were divided into two groups according to the cardioversion achieved by Valsalva's maneuvre or not.Forty patients were enrolled in study.There were 11 patients got cardioversion successfully achieved by the Valsalva's maneuvre and 29 patients failed to get cardioversion.Then,comparisons of demographics,vital sign,serum CTNI,potassium and NTproBNP level were carried out between these groups of patients using statistical analysis.The categorical variable was expressed in percentage and the continuous variable was described by mean±standard deviation and the comparisons of parameters were conducted by group t-test and chi-square test.Results The success rate of PSVT maneuvre cardioversion was 27.5%.In addition,there were no significant differences in demographics vital sign,TNI and NTproBNP between the two groups while there were significant differences in serum potassium level between the two groups [(3.8±0.4)mmol/L vs.(3.5±0.35)mmol/L P<0.05].There was no significant difference in successful rate of cardioversion between the standard Valsalva's maneuvre(n=6) the modified Valsalva's maneuvre(n=5).The second-line treatment mainly included propafenone,adenosine,electroversion,verapamil and amiodarone.The propafenone was the most common second-line agent used for PSVT cardioversion accounting for 58.6%.Conclusions The success rate of Valsalva's maneuver cardioversion was low.Keeping properly a higher level of serum potassium could increase the success rate of cardioversion by Valsalva's maneuvre.
7. The survival prediction model of advanced gallbladder cancer based on Bayesian network: a multi-institutional study
Zhaohui TANG ; Zhimin GENG ; Chen CHEN ; Shubin SI ; Zhiqiang CAI ; Tianqiang SONG ; Peng GONG ; Li JIANG ; Yinghe QIU ; Yu HE ; Wenlong ZHAI ; Shengping LI ; Yingcai ZHANG ; Yang YANG
Chinese Journal of Surgery 2018;56(5):342-349
Objective:
To investigate the clinical value of Bayesian network in predicting survival of patients with advanced gallbladder cancer(GBC)who underwent curative intent surgery.
Methods:
The clinical data of patients with advanced GBC who underwent curative intent surgery in 9 institutions from January 2010 to December 2015 were analyzed retrospectively.A median survival time model based on a tree augmented naïve Bayes algorithm was established by Bayesia Lab software.The survival time, number of metastatic lymph nodes(NMLN), T stage, pathological grade, margin, jaundice, liver invasion, age, sex and tumor morphology were included in this model.Confusion matrix, the receiver operating characteristic curve and area under the curve were used to evaluate the accuracy of the model.A priori statistical analysis of these 10 variables and a posterior analysis(survival time as the target variable, the remaining factors as the attribute variables)was performed.The importance rankings of each variable was calculated with the polymorphic Birnbaum importance calculation based on the posterior analysis results.The survival probability forecast table was constructed based on the top 4 prognosis factors. The survival curve was drawn by the Kaplan-Meier method, and differences in survival curves were compared using the Log-rank test.
Results:
A total of 316 patients were enrolled, including 109 males and 207 females.The ratio of male to female was 1.0∶1.9, the age was (62.0±10.8)years.There was 298 cases(94.3%) R0 resection and 18 cases(5.7%) R1 resection.T staging: 287 cases(90.8%) T3 and 29 cases(9.2%) T4.The median survival time(MST) was 23.77 months, and the 1, 3, 5-year survival rates were 67.4%, 40.8%, 32.0%, respectively.For the Bayesian model, the number of correctly predicted cases was 121(≤23.77 months) and 115(>23.77 months) respectively, leading to a 74.86% accuracy of this model.The prior probability of survival time was 0.503 2(≤23.77 months) and 0.496 8(>23.77 months), the importance ranking showed that NMLN(0.366 6), margin(0.350 1), T stage(0.319 2) and pathological grade(0.258 9) were the top 4 prognosis factors influencing the postoperative MST.These four factors were taken as observation variables to get the probability of patients in different survival periods.Basing on these results, a survival prediction score system including NMLN, margin, T stage and pathological grade was designed, the median survival time(month) of 4-9 points were 66.8, 42.4, 26.0, 9.0, 7.5 and 2.3, respectively, there was a statistically significant difference in the different points(
8.Present situation and developing demands of education and training of military medical equipment
Cheng CUI ; Zhonghong LI ; Zhanjiang FU ; Yong HAO ; Yongshun ZHANG ; Shubin YU
Chinese Medical Equipment Journal 2017;38(3):153-156
Objective To explore the status,developing demands and directions of the education and training of military medical equipment.Methods The main problems of the PLA's medical equipment education and training were analyzed via being compared with those of foreign armies.According to the requirements on the campaign mode changing in the future war,the innovating mode under information-based military training,and the research and exploration of novel equipment and new technology,the developing directions in the future were ascertained.Results The interface was enhanced between new medical equipment development and educational training,and specifications were prepared for medical equipment application and maintenance.Conclutsion Exploring the pivot choke points and the developing directions will provide strategy guidance on the rapid and highly efficient elevation of military medical equipment supporting capacity.
9.Related factors of optical coherence tomography detected in-stent heterogonous neointima.
Dewei WU ; Mengyue YU ; Yuejin YANG ; Shubin QIAO ; Jie QIAN ; Li ZHANG ; Fei SONG ; Yongjian WU
Chinese Journal of Cardiology 2016;44(1):27-31
OBJECTIVETo explore the related factors of optical coherence tomography (OCT) detected in-stent heterogeneous neointimal in coronary stents.
METHODSA total of 143 cases of coronary heart disease patients with OCT detected in-stent neointimal hyperplasia in Fuwai hospital from September 2009 to April 2012 were included in this study and patients data were retrospectively analyzed. Patients were divided into heterogeneous intima group(26 cases) and homogeneous intima group(117 cases)according to neointimal characteristics. Clinical features and OCT characteristics of the 2 groups were compared and binary logistic regression analysis was performed to analyze the risk factors of in-stent heterogonous neointimal hyperplasia.
RESULTSCompared to homogeneous intima group, patients in heterogeneous intima group had significantly higher cholesterol level ((5.31±1.11)mmol/L vs.(4.70±0.94)mmol/L, P=0.005), low-density lipoprotein cholesterol level ((2.57±0.87)mmol/L vs.(2.29±0.46)mmol/L, P=0.021) and triglyceride level (2.12(1.82-2.87)mmol/L vs. 1.90(1.73-2.11)mmol/L, P=0.015). Moreover, the percent of percutaneous coronary intervention (PCI) because of acute coronary syndrome (23.1%(6/26) vs. 6.8%(8/117), P=0.022) and the thin cap neoatheroma (5.8%(28/481)vs. 3.9%(89/2 276), P=0.043) were also significantly higher in heterogeneous intima group than in homogeneous intima group. Binary logistic regression analysis showed that low-density lipoprotein cholesterol (OR=2.74, 95%CI 1.04-7.24, P=0.042), triglyceride (OR=2.88, 95%CI 1.05-7.89, P=0.040), PCI for acute coronary syndrome (OR=12.74, 95%CI 2.69-60.49, P=0.001), and cerebrovascular disease (OR=13.09, 95%CI 2.16-79.53, P=0.005) were risk factors for in-stent heterogenous intima. Time post stent implantation was protective factor for in-stent heterogenous intima (OR=0.63, 95%CI 0.42-0.96, P=0.033).
CONCLUSIONOCT detected heterogeneous intima is correlated with level of blood lipid, PCI for acute coronary syndrome and history of cerebrovascular disease, and it may lead to unstable intima.
Acute Coronary Syndrome ; Coronary Artery Disease ; Humans ; Hyperplasia ; Neointima ; Percutaneous Coronary Intervention ; Retrospective Studies ; Risk Factors ; Stents ; Tomography, Optical Coherence ; Tunica Intima
10.The treatment of otosclerosis using laser assisted stapedotomy with mini incision in external auditory meatus.
Xinping HAO ; Shubin CHEN ; Zilong YU ; Fenghe LIANG ; Yongxin LI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2016;30(5):353-356
OBJECTIVE:
To investigate the feasibility of the treatment of otosclerosis using laser stapedotomy with mini incision in the external auditory meatus.
METHOD:
Thirteen patients(15 ears) with otosclerosis evidence on clinic history. They were all operated using the laser assisted stapedotomy by mini incision in external auditory meatus because of the wide straight canal. Laser resection the tendo musculistapedius and anterior and postrior arch, breaking the articulatioincudostapedia, removing the stapes superstructure, making a hole of 6mm diameter in the rear of stapes footplate by laser drilling, implanting the corresponding length Piston artificial ossicle.
RESULT:
All the surgeries were successful and the operation time was about one hour. There was only one patient manifested vertigo and nausea after the operation. But the symptoms improved three days later after the expectant treatment. All the incisions were healed in the externals. There was significant difference between the preoperative and postoperative PTA. The air conduct improved in every frequent and the bone conduct improved in 1 kHz, 2 kHz and 4 kHz.
CONCLUSION
Laser assisted stapedotomy by mini incision in the external auditory meatus in patients having wide straight canal with otosclerosis can shorten the operation time, minimize the tissue damage, fasten the healing of the incision and reduce the complications postoperatively. In addition, the mini incision is beauty and easy to nurse.
Ear Canal
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surgery
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Humans
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Lasers
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Otosclerosis
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surgery
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Postoperative Complications
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Postoperative Period
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Prostheses and Implants
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Stapes
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Stapes Surgery
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Treatment Outcome

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