1.Effect of Wulao Qisun Prescription on Proliferation and Osteogenic Differentiation of AS Fibroblasts by Regulating Wnt/β-catenin Signaling Pathway
Juanjuan YANG ; Ping CHEN ; Haidong WANG ; Zhendong WANG ; Haolin LI ; Zhimin ZHANG ; Yuping YANG ; Weigang CHENG ; Jin SU ; Jingjing SONG ; Dongsheng LU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):67-73
		                        		
		                        			
		                        			ObjectiveTo investigate the effect and underlying mechanism of the Wulao Qisun prescription on pathological new bone formation in ankylosing spondylitis (AS). MethodsSynovial fibroblasts were isolated from the hip joints of AS patients and observed under a microscope to assess cell morphology. The cells were identified using immunofluorescence staining. The isolated AS fibroblasts were divided into blank group, low drug-containing serum group, medium drug-containing serum group, high drug-containing serum group, and positive drug group. After drug intervention, cell proliferation was measured using the cell counting kit-8 (CCK-8) assay to observe fibroblast growth and determine the optimal intervention time. Alkaline phosphatase (ALP) activity was measured using the alkaline phosphatase assay. Protein expression of osteocalcin (OCN), osteopontin (OPN), and runt-related transcription factor 2 (Runx2) was detected by Western blot. The mRNA expression levels of Wnt5a, β-catenin, and Dickkopf-1 (DKK-1) were measured by real-time quantitative polymerase chain reaction (Real-time PCR). ResultsCompared with the blank group, each drug-containing serum group of Wulao Qisun prescription and the positive drug group inhibited the proliferation of AS fibroblasts and reduced ALP expression (P<0.01). Compared with the blank group, the low drug-containing serum group of Wulao Qisun prescription downregulated β-catenin mRNA expression (P<0.05). The medium and high drug-containing serum groups and the positive drug group significantly downregulated Wnt5a and β-catenin mRNA expression (P<0.05, P<0.01), with the positive drug group showing the most pronounced effect (P<0.01). The high drug-containing serum group and the positive drug group significantly upregulated DKK-1 mRNA expression (P<0.01). Compared with the blank group, the low drug-containing serum group of Wulao Qisun prescription inhibited the expression of OPN and Runx2 proteins (P<0.05, P<0.01), while the medium and high drug-containing serum groups and the positive drug group inhibited the expression of OCN, OPN, and Runx2 proteins (P<0.05, P<0.01). ConclusionThe Wulao Qisun prescription can inhibit the proliferation and osteogenic differentiation of AS fibroblasts, thereby delaying the formation of pathological new bone in AS. The possible mechanism involves the regulation of Wnt/β-catenin-related gene expression, further inhibiting the transcription of downstream target genes. 
		                        		
		                        		
		                        		
		                        	
2.Efficacy,metabolic characteristics,safety and immunogenicity of AK-HER2 compared with reference trastuzumab in patients with metastatic HER2-positive breast cancer:a multicenter,randomized,double-blind phase Ⅲ equivalence trial
Yang LUO ; Tao SUN ; Zhimin SHAO ; Jiuwei CUI ; Yueyin PAN ; Qingyuan ZHANG ; Ying CHENG ; Huiping LI ; Yan YANG ; Changsheng YE ; Guohua YU ; Jingfen WANG ; Yunjiang LIU ; Xinlan LIU ; Yuhong ZHOU ; Yuju BAI ; Yuanting GU ; Xiaojia WANG ; Binghe XU ; Lihua SONG
China Oncology 2024;34(2):161-175
		                        		
		                        			
		                        			Background and purpose:For patients with human epidermal growth factor receptor 2(HER2)-positive metastatic breast cancer,trastuzumab treatment can prolong the overall survival and significantly improve the prognosis of patients.However,the reference original research trastuzumab(Herceptin?)is more expensive.Biosimilars have comparable efficacy and safety profiles while increasing patient access to treatment.This clinical trial aimed to evaluate the efficacy,pharmacokinetics,safety and immunogenicity of the trastuzumab biosimilar AK-HER2 compared to trastuzumab(Herceptin?)in patients with HER2-positive metastatic breast cancer.Methods:This multi-center,randomised,double-blind phase Ⅲ clinical trial was conducted in 43 subcenters in China.This study complied with the research protocol,the ethical principles stated in the Declaration of Helsinki and the quality management standards for drug clinical trials.It was approved by the hospital's medical ethics committee.The clinical trial registration agency is the State Food and Drug Administration(clinical trial approval number:2015L04224;clinical trial registration number:CTR20170516).Written informed consent was obtained from subjects before enrollment.Enrolled patients were randomly assigned to the AK-HER2 group and the control group,respectively receiving AK-HER2 or trastuzumab(initial loading dose 8 mg/kg,maintenance dose 6 mg/kg,every 3 weeks as a treatment cycle,total treatment time is 16 cycles)in combination with docetaxel(75 mg/m2,treatment duration is at least 9 cycles).The primary endpoint of this clinical trial was the objective response rate(ORR9)between the AK-HER2 group and the control group in the 9th cycle.Secondary efficacy endpoints included ORR16,disease control rate(DCR),clinical benefit rate(CBR),progression-free survival(PFS)and 1-year survival rate.In this study,100 subjects(AK-HER2 group to control group=1:1)were randomly selected for blood sample collection after the 6th cycle of medication,The collection time points were 45 minutes after infusion(the end of administration),4,8,24,72,120,168,336,and 504 hours after the end of administration.After collection,blood samples were analyzed by PK parameter set(PKPS).Other evaluation parameters included safety and immunogenicity assessment.Results:A total of 550 patients with HER2-positive metastatic breast cancer were enrolled in this clinical trial between Sep.2017 and Mar.2021.In the AK-HER2 group(n=237),129 subjects in the experimental group achieved complete response(CR)or partial response(PR),and the ORR9 was 54.4%.There were 134 subjects in the control group(n=241)who achieved CR or PR,and the ORR9 was 55.6%.The ORR9 ratio between the AK-HER2 group and the control group was 97.9%[90%confidence interval(CI):85.4%-112.2%,P=0.784],which was not statistically significant.In all secondary efficacy endpoints,no statistically significant differences were observed between the two groups.We conducted a mean ratio analysis of pharmacokinetics(PK)parameters between the AK-HER2 group and the control group,and the results suggested that the pharmacokinetic characteristics of the two drugs are similar.The incidence of treatment emergent adverse event(TEAE)leading to drug reduction or suspension during trastuzumab treatment was 3.6%(10 cases)in the AK-HER2 group and 8.1%(22 cases)in the control group.There was statistically significant difference between the two groups(P=0.027).The incidence rate was significantly lower in the AK-HER2 group than in the control group,and there was no statistically significant difference among the other groups.The differences in the positive rates of anti-drug antibodies(ADA)and neutralizing antibodies(NAB)between groups were of no statistical significance(P=0.385 and P=0.752).Conclusion:In patients with HER2-positive metastatic breast cancer,AK-HER2 was comparable to the trastuzumab(Herceptin?)in terms of drug efficacy,pharmacokinetics,safety and immunogenicity.
		                        		
		                        		
		                        		
		                        	
3.Construction of a prognostic Nomogram for patients with incidental gallbladder cancer
Jiantao MO ; Ruiqi CAO ; Jiaqiang REN ; Zhimin GENG ; Zheng WU ; Yali CHENG
Journal of Surgery Concepts & Practice 2024;29(1):40-45
		                        		
		                        			
		                        			Objective To construct and validate an effective prognostic nomogram for the patients with incidental gallbladder cancer(IGBC).Methods The clinical data of 161 patients with IGBC requiring radical surgery admitted to the First Affiliated Hospital of Xi'an Jiaotong University from May 2011 to October 2022 was analyzed retrospectively.COX proportional risk regression model was used to screen for influencing factors on overall survival(OS)of IGBC.Nomogram was constructed based on independent influencing factors that affected the prognosis of IGBC patients.The concordance index(C-index)and calibration curve were used to validate the performance of the model.Receiver operating characteristic(ROC)curve analysis and decision curve analysis(DCA)were used to validate the predictive accuracy and net benefit of the plotted column chart.Results Univariate COX regression analysis suggested that age,T stage,N stage,M stage,preoperative carcinoembryonic antigen(CEA),preoperative carbohydrate antigenl9-9(CA19-9),preoperative red blood cell volume distribution on width coefficient of variation(RDW-CV),treatment method,and recurrence and metastasis were risk factors which affected the long-term survival of IGBC patients after radical surgery.Multivariate COX regression analysis suggested that T stage,N stage,preoperative CA19-9,preoperative RDW-CV,preoperative AST,treatment methods,and recurrence and metastasis were independent risk factors which affected the prognosis of IGBC patients.The C-index of the constructed prognostic model was 0.872.The calibration plot demonstrated good performance of the Nomogram.ROC curve analysis showed an area under the curve of 0.869,confirming a high sensitivity and specificity.A high net benefit was proven by DCA.Conclusions The constructed Nomogram.can accurately and intuitively predict the survival probability of IGBC patients after radical surgery.
		                        		
		                        		
		                        		
		                        	
4.Exploration of research evaluation methods for implementing S&T evaluation reform in health science
Zhimin HU ; Yu XIE ; Qing CHENG ; Xiaofeng JIA
Chinese Journal of Medical Science Research Management 2024;37(4):278-283
		                        		
		                        			
		                        			Objective:This study aimed to explore and put forward adaptive methods for implementing S&T (Science and Technology) evaluation reform in health science, according to the development requirements of achieving high level scientific and technological self-reliance and self-improvement.Methods:This article used theoretical research and policy analysis to summarize the reform requirements of S&T evaluation and proposed the methodology of S&T evaluation in health science by comparative analysis with the main S&T evaluations of typical countries.Results:A five-step evaluation framework for health science was proposed, including classifying achievements, determining evaluation methods, clarifying value judgment, selecting evaluation contents, and applying evaluation results.Conclusions:Besides the evaluation method framework, implementing the S&T evaluation reforms in health science needed to promote the consensus evaluation ecology in some aspects comprehensively, i. e., evaluating subject, pathway and method, value orientation and purpose, etc.
		                        		
		                        		
		                        		
		                        	
5.Mechanism of Yitangkang in Improving Apoptosis of Skeletal Muscle Cells by Inhibiting AGE/RAGE Signaling Pathway
Jiaxiang YU ; Hanwen ZHANG ; Lie WANG ; Yan SHI ; Rui YU ; Jianyu DAI ; Chao QU ; Xiande MA ; Xueying HAN ; Zhimin WANG ; Jiren AN ; Yuefeng CHENG ; Hongkai JI ; Wenshun ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(13):54-64
		                        		
		                        			
		                        			ObjectiveTo determine the mechanism of Yitangkang in correcting excessive apoptosis of skeletal muscle cells to improve insulin resistance (IR) by inhibiting the advanced glycation end product (AGE)/receptor for the advanced glycation end product (RAGE) signaling pathway. Method① In vitro experiments. Yitangkang-medicated serum was prepared. C2C12 cells were divided into a blank group, a model group, high-, medium-, and low-dose Yitangkang-medicated serum groups (40, 20, and 10 g·kg-1), and a RAGE inhibitor group. The IR model was induced by palmitic acid in C2C12 cells except for those in the blank group. After the corresponding intervention methods were conducted,the cell viability and glucose consumption level of each group were determined. In addition,the apoptosis rate was determined using flow cytometry. The mRNA and protein expression levels of the important apoptotic proteins [B-cell lymphoma 2 (Bcl-2), Bcl-2-associated X protein (Bax), p53, cysteinyl aspartate-specific protease-3 (Caspase-3), and cysteinyl aspartate-specific protease-9 (Caspase-9)] were determined using Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) and Western blot. ② In vivo experiments. Ninety-six eligible Wistar rats were divided into a blank group, a model group, high-,medium-,and low-dose Yitangkang groups (40, 20, and 10 g·kg-1), and a western medicine group (pioglitazone hydrochloride,1.35 mg·kg-1). The IR model was induced using high-glucose and high-fat feed for diabetes combined with intraperitoneal injection of low-dose streptozotocin (STZ) in animals and verified by the hyperinsulinemic-euglycemic clamp (HEC) test. After the model was determined successfully, the rats in each group were given intragastric administration of drugs as required. Terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assay was performed to determine the number of positive apoptotic cells in the skeletal muscle tissues of rats in each group,while Real-time polymerase chain reaction(Real-time PCR) and Western blot were performed to determine the mRNA and protein expression levels of the important apoptotic proteins Bcl-2, Bax, p53, Caspase-3, and Caspase-9. Result① In vitro experiments. compared with the blank group, the model groups showed increased apoptosis rate of C2C12 cells and decreased cell viability and glucose consumption (P<0.01). Compared with the model group, the Yitangkang-medicated serum groups and the RAGE inhibitor group showed decreased apoptosis rate of C2C12 cells and increased cell viability and glucose consumption (P<0.01). Compared with the blank group, the model group showed decreased expression levels of Bcl-2 mRNA and protein in C2C12 cells and increased mRNA and protein expression levels of Bax, p53, Caspase-3, and Caspase-9 (P<0.01). Compared with the model group, the Yitangkang-medicated serum groups and the RAGE inhibitor group showed increased expression levels of Bcl-2 mRNA and protein in C2C12 cells (P<0.01) and decreased mRNA and protein expression levels of Bax, p53, Caspase-3, and Caspase-9 (P<0.05, P<0.01). ② In vivo experiments. The number of positive apoptotic cells in the skeletal muscle tissues of rats in the model group significantly increased as compared with that in the blank group (P<0.01). The number of positive apoptotic cells in the skeletal muscle tissues of rats in the Yitangkang groups and the western medicine group decreased as compared with that in the model group (P<0.01). Compared with the blank group, the model group showed decreased expression levels of Bcl-2 mRNA and protein in skeletal muscle tissues of rats and increased mRNA and protein expression levels of Bax, p53, Caspase-3, and Caspase-9 (P<0.01). Compared with the model group, the Yitangkang groups and the western medicine group showed increased expression levels of Bcl-2 mRNA and protein in skeletal muscle tissues of rats (P<0.01) and decreased mRNA and protein expression levels of Bax, p53, Caspase-3, and Caspase-9 (P<0.05, P<0.01). The medium-dose Yitangkang showed a similar effect as RAGE inhibitor, and the effect was equivalent to that of pioglitazone hydrochloride. ConclusionYitangkang can inhibit skeletal muscle cell apoptosis by inhibiting the AGE/RAGE signaling pathway. 
		                        		
		                        		
		                        		
		                        	
6.Functional characterization of CYP81C16 involved in the tanshinone biosynthetic pathway in Salvia miltiorrhiza.
Li REN ; Linglong LUO ; Zhimin HU ; Ying MA ; Jian WANG ; Yatian CHENG ; Baolong JIN ; Tong CHEN ; Jinfu TANG ; Guanghong CUI ; Juan GUO ; Luqi HUANG
Chinese Journal of Natural Medicines (English Ed.) 2023;21(12):938-949
		                        		
		                        			
		                        			Danshen, the dried roots and rhizomes of Salvia miltiorrhiza Bunge (S. miltiorrhiza), is widely used in the treatment of cardiovascular and cerebrovascular diseases. Tanshinones, the bioactive compounds from Danshen, exhibit a wide spectrum of pharmacological properties, suggesting their potential for future therapeutic applications. Tanshinone biosynthesis is a complex process involving at least six P450 enzymes that have been identified and characterized, most of which belong to the CYP76 and CYP71 families. In this study, CYP81C16, a member of the CYP71 clan, was identified in S. miltiorrhiza. An in vitro assay revealed that it could catalyze the hydroxylation of four para-quinone-type tanshinones, namely neocryptotanshinone, deoxyneocryptotanshinone, and danshenxinkuns A and B. SmCYP81C16 emerged as a potential broad-spectrum oxidase targeting the C-18 position of para-quinone-type tanshinones with an impressive relative conversion rate exceeding 90%. Kinetic evaluations andin vivo assays underscored its highest affinity towards neocryptotanshinone among the tested substrates. The overexpression of SmCYP81C16 promoted the accumulation of (iso)tanshinone in hairy root lines. The characterization of SmCYP81C16 in this study accentuates its potential as a pivotal tool in the biotechnological production of tanshinones, either through microbial or plant metabolic engineering.
		                        		
		                        		
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Salvia miltiorrhiza/metabolism*
		                        			;
		                        		
		                        			Biosynthetic Pathways
		                        			;
		                        		
		                        			Quinones/metabolism*
		                        			;
		                        		
		                        			Plant Roots/metabolism*
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		                        			Gene Expression Regulation, Plant
		                        			
		                        		
		                        	
7.Efficacy analysis of surgical combined with postoperative adjuvant therapy for T3 gallbladder carcinoma: a multicenter retrospective study
Facai YANG ; Jing HU ; Tianhang SU ; Zhimin GENG ; Kai ZHANG ; Jun DING ; Zhengqing LEI ; Bin YI ; Jingdong LI ; Zhaohui TANG ; Zhangjun CHENG ; Yinghe QIU
Chinese Journal of Surgery 2023;61(10):863-870
		                        		
		                        			
		                        			Objective:To explore the clinical value of adjuvant therapy in patients with T3 gallbladder cancer (GBC) who have undergone R0 resection.Methods:Clinical and pathological data from 415 patients with T3 GBC who underwent surgical treatment in 7 tertiary centers in China from January 2013 to December 2018 were collected,including 251 males and 164 females,aged (61±11)years (range: 26 to 88 years). Depending on whether to receive adjuvant therapy after radical resection,the patients were divided into the radical resection group alone (group A, n=358) and the radical resection combined with the postoperative adjuvant therapy group (group B, n=57). The general data of the two groups were matched 1∶1 by propensity score matching method,and the caliper value was 0.02.Clinicopathological characteristics,overall survival and disease-free survival of the two groups were compared.The Cox regression model was used for multivariate analysis,and patients with at least one or more independent risk factors were classified as high-risk clinicopathological subtypes. Subgroup analysis was performed to assess the clinical value of adjuvant therapy after radical resection in patients with high-risk clinicopathological subtypes. Results:After the matching,there were 42 patients in each of the two groups. The incidence of gallbladder cancer and the number of dissected lymph nodes in group B after cholecystectomy were higher than those in group A ( χ 2=9.224,2.570,both P<0.05). There were no significant differences in overall survival rate and disease-free survival rate between the two groups before and after matching (all P>0.05). The results of the univariate and multivariate analysis showed that CA19-9>39 U/ml,nerve invasion,tumor location (liver side or bilateral),TNM stage ⅢB to ⅣB ,poorly differentiated tumor were independent prognostic factors of overall survival and disease-free survival of patients with T3 stage gallbladder cancer (all P<0.05).Three hundred and twenty-nine patients(79.3%) had high-risk clinicopathological subtypes,and the median survival time after curative resection with and without adjuvant therapy was 17 months and 34 months respectively,and the 3-year and 5-year overall survival rates were respectively 40.0%,21.3% and 46.0%,46.0% ( χ 2=4.042, P=0.044);the median disease-free survival time was 9 months and 13 months,and the 3-year and 5-year disease-free survival rates were 23.4%,13.6% and 30.2%,18.2% ( χ 2=0.992, P=0.319). Conclusions:Postoperative adjuvant therapy following radical surgery did not yield significant improvements in the overall survival and disease-free survival rates of patients diagnosed with T3 gallbladder cancer. However, it demonstrated a significant extension in the overall survival rate for patients presenting high-risk clinicopathological subtypes.
		                        		
		                        		
		                        		
		                        	
8.Efficacy analysis of surgical combined with postoperative adjuvant therapy for T3 gallbladder carcinoma: a multicenter retrospective study
Facai YANG ; Jing HU ; Tianhang SU ; Zhimin GENG ; Kai ZHANG ; Jun DING ; Zhengqing LEI ; Bin YI ; Jingdong LI ; Zhaohui TANG ; Zhangjun CHENG ; Yinghe QIU
Chinese Journal of Surgery 2023;61(10):863-870
		                        		
		                        			
		                        			Objective:To explore the clinical value of adjuvant therapy in patients with T3 gallbladder cancer (GBC) who have undergone R0 resection.Methods:Clinical and pathological data from 415 patients with T3 GBC who underwent surgical treatment in 7 tertiary centers in China from January 2013 to December 2018 were collected,including 251 males and 164 females,aged (61±11)years (range: 26 to 88 years). Depending on whether to receive adjuvant therapy after radical resection,the patients were divided into the radical resection group alone (group A, n=358) and the radical resection combined with the postoperative adjuvant therapy group (group B, n=57). The general data of the two groups were matched 1∶1 by propensity score matching method,and the caliper value was 0.02.Clinicopathological characteristics,overall survival and disease-free survival of the two groups were compared.The Cox regression model was used for multivariate analysis,and patients with at least one or more independent risk factors were classified as high-risk clinicopathological subtypes. Subgroup analysis was performed to assess the clinical value of adjuvant therapy after radical resection in patients with high-risk clinicopathological subtypes. Results:After the matching,there were 42 patients in each of the two groups. The incidence of gallbladder cancer and the number of dissected lymph nodes in group B after cholecystectomy were higher than those in group A ( χ 2=9.224,2.570,both P<0.05). There were no significant differences in overall survival rate and disease-free survival rate between the two groups before and after matching (all P>0.05). The results of the univariate and multivariate analysis showed that CA19-9>39 U/ml,nerve invasion,tumor location (liver side or bilateral),TNM stage ⅢB to ⅣB ,poorly differentiated tumor were independent prognostic factors of overall survival and disease-free survival of patients with T3 stage gallbladder cancer (all P<0.05).Three hundred and twenty-nine patients(79.3%) had high-risk clinicopathological subtypes,and the median survival time after curative resection with and without adjuvant therapy was 17 months and 34 months respectively,and the 3-year and 5-year overall survival rates were respectively 40.0%,21.3% and 46.0%,46.0% ( χ 2=4.042, P=0.044);the median disease-free survival time was 9 months and 13 months,and the 3-year and 5-year disease-free survival rates were 23.4%,13.6% and 30.2%,18.2% ( χ 2=0.992, P=0.319). Conclusions:Postoperative adjuvant therapy following radical surgery did not yield significant improvements in the overall survival and disease-free survival rates of patients diagnosed with T3 gallbladder cancer. However, it demonstrated a significant extension in the overall survival rate for patients presenting high-risk clinicopathological subtypes.
		                        		
		                        		
		                        		
		                        	
9.Targeting a cryptic allosteric site of SIRT6 with small-molecule inhibitors that inhibit the migration of pancreatic cancer cells.
Qiufen ZHANG ; Yingyi CHEN ; Duan NI ; Zhimin HUANG ; Jiacheng WEI ; Li FENG ; Jun-Cheng SU ; Yingqing WEI ; Shaobo NING ; Xiuyan YANG ; Mingzhu ZHAO ; Yuran QIU ; Kun SONG ; Zhengtian YU ; Jianrong XU ; Xinyi LI ; Houwen LIN ; Shaoyong LU ; Jian ZHANG
Acta Pharmaceutica Sinica B 2022;12(2):876-889
		                        		
		                        			
		                        			SIRT6 belongs to the conserved NAD+-dependent deacetylase superfamily and mediates multiple biological and pathological processes. Targeting SIRT6 by allosteric modulators represents a novel direction for therapeutics, which can overcome the selectivity problem caused by the structural similarity of orthosteric sites among deacetylases. Here, developing a reversed allosteric strategy AlloReverse, we identified a cryptic allosteric site, Pocket Z, which was only induced by the bi-directional allosteric signal triggered upon orthosteric binding of NAD+. Based on Pocket Z, we discovered an SIRT6 allosteric inhibitor named JYQ-42. JYQ-42 selectively targets SIRT6 among other histone deacetylases and effectively inhibits SIRT6 deacetylation, with an IC50 of 2.33 μmol/L. JYQ-42 significantly suppresses SIRT6-mediated cancer cell migration and pro-inflammatory cytokine production. JYQ-42, to our knowledge, is the most potent and selective allosteric SIRT6 inhibitor. This study provides a novel strategy for allosteric drug design and will help in the challenging development of therapeutic agents that can selectively bind SIRT6.
		                        		
		                        		
		                        		
		                        	
10.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.
		                        		
		                        		
		                        		
		                        	
            
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