1.Analysis of risk factors for postoperative delirium in elderly patients undergoing spinal surgery
Wei-Ping ZHANG ; Wen-Xi CHANG ; Wei-Yi LIU ; Zhen-Jun LI ; Jian-Wei MAO
China Journal of Orthopaedics and Traumatology 2024;37(7):700-705
Objective To investigate the risk factors of postoperative delirium in elderly patients undergoing spine surgery.Methods The basic case data of 566 patients who underwent spine surgery under general anesthesia from January 2021 to Jan-uary 2023 were retrospectively analyzed.There were 296 males and 270 females with an average age of(71.58±4.21)years old.There were 195 cases of cervical spine surgery,26 cases of thoracic spine surgery and 345 cases of lumbar spine surgery.According to the occurrence of postoperative delirium,the patients were divided into postoperative delirium group(41 patients)and non-delirium group(525 patients).Univariate analysis was used to analyze the possible influencing factors such as gen-der,age,weight,smoking history,drinking history,surgical site,preoperative anxiety,intraoperative hypotension times,blood loss and so on,and binary Logistic regression was used to analyze the univariate factors with P<0.05.Results A total of 41 pa-tients developed postoperative delirium.Univariate analysis showed that age(P=0.000),duration of surgery(P=0.039),preop-erative anxiety(P=0.001),blood loss(P=0.000),history of opioid use(P=0.003),history of stroke(P=0.005),C-reactive protein(P=0.000),sodium ion(P=0.000)were significantly different between delirium group and non-delirium group.These factors were included in the binary Logistic regression analysis,and the results showed that age[OR=0.729,95%CI(0.569,0.932),P=0.012],opioid use[OR=21.500,95%CI(1.334,346.508),P=0.031],blood loss[OR=0.932,95%CI(0.875,0.993),P=0.029],C-reactive protein[OR=0.657,95%CI(0.485,0.890),P=0.007],preoperative anxiety[OR=23.143,95%CI(1.859,288.090),P=0.015],and sodium[OR=1.228,95%CI(1.032,1.461),P=0.020]were independent risk factors for the development of delirium after spinal surgery in elderly patients.Conclusion Age,opioid use,blood loss,preoper-ative anxiety,elevated c-reactive protein,and hyponatremia are independent risk factors for the development of postoperative delirium in elderly patients undergoing spinal surgery.
2.Mechanisms of hypertension inducing erectile dysfunction via the cGMP/PKG signaling pathway:An investigation using transcriptomics and network pharmacology
Jun-Long FENG ; Hai-Song LI ; Song SUN ; Bin WANG ; Hua-Nan ZHANG ; Zi-Xiang GAO ; Peng-Ming MAO ; Long-Ji SUN ; Nian-Wen HUANG ; Ji-Sheng WANG
National Journal of Andrology 2024;30(9):771-781
Objective:To explore the mechanism of hypertension inducing erectile dysfunction(ED)using transcriptomics and network pharmacology.Methods:We randomly divided 12 male rats with spontaneous hypertension(SHT)into an L-arginine(LA)group(n=6)and an SHT model control(MC)group(n=6),took another 6 Wistar Kyoto male rats as normal controls(NC),and treated the animals in the LA group by intraperitoneal injection of LA at 400 mg/kg and those in the latter two groups with physio-logical saline,once a day,all for 7 days.Then we observed the blood pressure and penile erection of the rats,and determined the ex-pressions of the cGMP/PKG signaling pathway-related proteins and mRNAs in different groups using ELISA,Western blot and RT-qPCR.Results:Transcriptomics combined with network pharmacology showed that the cGMP/PKG signaling pathway played a key role in hypertension-induced ED.In vivo animal experiments revealed a significantly lower frequency of penile erections in the MC than in the NC group(1.33±0.52 vs 2.67±0.51,P<0.05).The protein expressions of eNOS,PKG and sGC were markedly de-creased in the model controls compared with those the normal controls(P<0.05),but remarkably upregulated in the LA group com-pared with those in the MC group(P<0.05).Conclusion:Hypertension decreases the expressions of eNOS,NO,sGC,cGMP and PKG proteins and the level of testosterone by inhibiting the cGMP/PKG signaling pathway,which consequently suppresses the relaxa-tion of the penile vascular smooth muscle and reduces erectile function.
3.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
4.Research progress on drug resistance mechanism of sorafenib in radioiodine refractory differentiated thyroid cancer
En-Tao ZHANG ; Hao-Nan ZHU ; Zheng-Ze WEN ; Cen-Hui ZHANG ; Yi-Huan ZHAO ; Ying-Jie MAO ; Jun-Pu WU ; Yu-Cheng JIN ; Xin JIN
The Chinese Journal of Clinical Pharmacology 2024;40(13):1986-1990
Most patients with differentiated thyroid cancer have a good prognosis after radioiodine-131 therapy,but a small number of patients are insensitive to radioiodine-131 therapy and even continue to develop disease.At present,some targeted drugs can improve progression-free survival in patients with radioactive iodine-refractory differentiated thyroid cancer(RAIR-DTC),such as sorafenib and levatinib,have been approved for the treatment of RAIR-DTC.However,due to the presence of primary and acquired drug resistance,drug efficacy in these patients is unsatisfactory.This review introduces the acquired drug resistance mechanism of sorafenib in the regulation of mitogen-activated protein kinase(MAPK)and phosphatidylinositol-3-kinase(PI3K)pathways and proposes related treatment strategies,in order to provide a reference for similar drug resistance mechanism of sorafenib and effective treatment of RAIR-DTC.
5.Transcutaneous Electrical Acupoint Stimulation Promotes PGC-1α Mediated Mitochondrial Biogenesis and Antioxidant Stress to Protect Cognitive Function in Vascular Dementia Rats
Ji-Liang KANG ; Ke HU ; Jun-Yue LU ; Zi-Wei HU ; Biao-Ping XU ; Xiao-Mao LI ; Jun-Jie ZHOU ; Yu JIN ; Min TANG ; Rong XU ; You-Liang WEN
Progress in Biochemistry and Biophysics 2024;51(5):1191-1202
ObjectiveThe purpose of this study was to investigate the effects of transcutaneous electrical acupoint stimulation (TEAS) on cognitive function of vascular dementia (VD) rats and its mechanism. MethodsVD rat model was established by modified two-vessel occlusion (2-VO). After modeling, TEAS and electroacupuncture (EA) were used to stimulate Baihui and Zusanli points of rats respectively for 14 d. After treatment, novel object recognition test, Morris water maze test, and Y maze test were used to evaluate the spatial memory and learning ability of rats. Hematoxylin and eosin staining was used to observe the morphology of hippocampal neurons. Transmission electron microscopy was used to observe the ultrastructure of hippocampal mitochondria. Enzyme-linked immunosorbent assay kits were used to detected the levels of SOD, CAT, GSH-Px, MDA and ROS in serum of rats. Western blot was used to detect the expression of PGC-1α, TFAM, HO-1, NQO1 proteins in the hippocampus, Keap1 protein in the cytoplasm and Nrf2, NRF1 proteins in the nucleus. ResultsAfter treatment for 14 d, compared to the model group, the escape latency of VD rats decreased, while the discrimination index, the times of rats crossing the original platform area, the residence time in the original platform quadrant, and the percentage of alternation increased. TEAS can improve the structure of hippocampal neurons and mitochondria of VD rats, showing that neurons were arranged more regularly and distributed more evenly, nuclear membrane and nucleoli were clearer, and mitochondrial swelling were reduced, mitochondrial matrix density were increased, and mitochondrial cristae were more obvious. The levels of SOD, GSH-Px and CAT in serum increased significantly, while the concentration of MDA and ROS decreased. TEAS also up-regulated the expression levels of PGC-1α TFAM, NQO1 and HO-1 proteins in the hippocampus and Nrf2, NRF1 proteins in the nucleus, but down-regulated the Keap1 protein in the cytoplasm. ConclusionTEAS can improve cognition, hippocampal neurons and mitochondrial structure of VD rats, and the effect is better than EA. The mechanism may be the activation of PGC-1α mediated mitochondrial biogenesis and antioxidant stress, which also provides a potential therapeutic technology and experimental basis for the treatment of VD.
6.Digital PCR Chip for Multiple Quantitative Detection of Foodborne Bacteria
Zhen-Zhen MAO ; Wen-Qi HU ; Qu TANG ; Wen-Jun JIANG ; Yu-Ling QIN ; Li WU
Chinese Journal of Analytical Chemistry 2024;52(6):789-798
The presence of food-borne pathogenic bacteria poses a severe threat to human health. Therefore,it is essential to develop effective methods for bacteria detection. Herein,a method based on digital polymerase chain reaction (PCR) chip was developed for rapid and effective detection of three kinds of common food-borne bacteria (Staphylococcus aureus,Salmonella typhimurium and Listeria monocytogenes). Driven by centrifugal force,samples could be easily loaded and digitized in 15 min. PCR results showed that the positive microchambers in the chip could be identified after 25 thermal cycles. The chip had advantages in the quantitative detection of bacterial nucleic acid at low concentration,which could effectively avoid false negative results. Multiple detection of bacterial samples with concentration of 105-108 CFU/mL could also be realized using this chip. Compared with fluorescent quantitative PCR,this method had higher accuracy and sensitivity,especially for detection of targets at low concentration.
7.Therapeutic Effect of Canagliflozin on Nephrotic Syndrome and Its Ultrasonic Evaluation
Wen-juan HONG ; Hong-jun LI ; Jiu-lin ZOU ; Wei HUAN ; Xiao LI ; Jia-mao CHENG ; Hai-yan CHEN
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(1):71-77
ObjectiveTo investigate the therapeutic effect of antidiabetic drug canagliflozin (CGLZ) on adriamycin-induced nephrotic syndrome (NS) in rats, and the evaluation of contrast-enhanced ultrasound (CEUS) combined with color Doppler flow imaging (CDFI) during the treatment. MethodsA total of 56 male SD rats were randomly divided into normal group (NG), model group (MG), prednisone (PAT) group (PG), low-dose single CGLZ group (LSCG), high-dose single CGLZ group (HSCG), low-dose CGLZ + PAT group (LUCG) and high-dose CGLZ + PAT group (HUCG), with 8 rats in each group. The NS model in rats was induced by injecting adriamycin twice into the tail vein, and then the NS rats were treated by intragastric administration daily for 6 weeks with reference of PAT. Twenty-four hour urine total protein (24 h-UTP) was assessed one day before the start of oral administration and at the end of 2, 4 and 6 weeks after oral administration, respectively. CDFI and CEUS were performed on the right renal artery at the end of 6 weeks after oral administration, and the blood of abdominal aorta was taken for serological test the next day. ResultsCompared with those detection index of NG rats, the 24-hour UTP of MG rats increased (P<0.01), the serum ALB decreased and TG, TC, LDL increased (P<0.01), and CDFI shows that RRCT was thinner (P<0.01) and the renal artery blood flow indicators RA-PI, RA-RI, RA-S/D all increased (P<0.05), and CEUS image shows that the TIC curve parameters TTP, AT, AUC all increased and DPI decrease in MG rats (P<0.01). After drug treatment, compared with those detection index of MG rats, 24 h-UTP decrease in LSCG after 2 weeks (P<0.01), and decrease significantly in all drug groups after 6 weeks (P<0.01); the serological test results show that the serum ALB in all CGLZ groups increased (P<0.05), TG decrease in LSCG (P<0.01), TC and LDL also decrease in LUCG after 6 weeks (P<0.05); CDFI shows that the RRCT thinning degree in all CGLZ is reduced (P<0.01), and the RA-PI in LSCG, RA-RI in PG, and RA-S/D in PG, LSCG, HSCG and LUCG rats all decreased (P<0.05); CEUS shows that the TTP, AT and AUC of renal TIC curve in drug treatment groups all decreased (P<0.01), and the DPI in PG, HSCG, LUCG and HUCG rats increased (P<0.01). ConclusionsCGLZ has the effect of treating NS, and the small dose is the best. CEUS combined with CDFI can be used to evaluate the renal morphology and hemodynamic changes of NS model rats before and after drug treatment, which is helpful to guide clinical application.
8.The chemical constituents and hypoglycemic activity of alcoholic extract of sea buckthorn leaves
Chang-yu YAN ; Zhao-jun DING ; Xiao-min LI ; Xin-liang MAO ; Zong-sheng YU ; Zhi-fang WANG ; Jian-wen YE ; Kurihara HIROSHI ; Yi-fang LI ; Lei LIANG ; Rong-rong HE
Acta Pharmaceutica Sinica 2023;58(2):396-404
The purpose of this research is to identify the chemical constituents of sea buckthorn leaves extract (SBLE) and explore its hypoglycemic biological activity. SBLE was prepared by hot reflux extraction with 65% ethanol, and its chemical composition was analyzed by ultra-high-performance liquid chromatography-photodiode array-mass spectrometry/mass spectrometry (UHPLC-PDA-MS/MS) system. The animal experiments were compliant with ethical principles for animal use and had been approved by the Animal Experiment Ethics Committee of Jinan University. Mice were injected with streptozocin (STZ) to establish a hyperglycemic animal model, and SBLE (1.5 g·kg-1) was administered by gavage for 5 weeks. The fasting blood glucose (FBG) and oral glucose tolerance were detected. Normal mice were given SBLE (1.5 g·kg-1) by intragastric administration for 10 days, and blood was collected from the tail vein to detect the changes in blood glucose within 120 min after sucrose or starch loading. The mucous membrane of the small intestine of mice was taken to detect the activity of
9.Survival analysis of patients with intrahepatic cholangiocarcinoma treated with adjuvant chemotherapy after radical resection based on CoxPH model and deep learning algorithm.
Jia Lu CHEN ; Xiao Peng YU ; Yue TANG ; Chen CHEN ; Ying He QIU ; Hong WU ; Tian Qiang SONG ; Yu HE ; Xian Hai MAO ; Wen Long ZHAI ; Zhang Jun CHENG ; Jing Dong LI ; Zhi Min GENG ; Zhao Hui TANG ; Zhi Wei QUAN
Chinese Journal of Surgery 2023;61(4):313-320
Objective: To establish a predictive model for survival benefit of patients with intrahepatic cholangiocarcinoma (ICC) who received adjuvant chemotherapy after radical resection. Methods: The clinical and pathological data of 249 patients with ICC who underwent radical resection and adjuvant chemotherapy at 8 hospitals in China from January 2010 to December 2018 were retrospectively collected. There were 121 males and 128 females,with 88 cases>60 years old and 161 cases≤60 years old. Feature selection was performed by univariate and multivariate Cox regression analysis. Overall survival time and survival status were used as outcome indicators,then target clinical features were selected. Patients were stratified into high-risk group and low-risk group,survival differences between the two groups were analyzed. Using the selected clinical features, the traditional CoxPH model and deep learning DeepSurv survival prediction model were constructed, and the performance of the models were evaluated according to concordance index(C-index). Results: Portal vein invasion, carcinoembryonic antigen>5 μg/L,abnormal lymphocyte count, low grade tumor pathological differentiation and positive lymph nodes>0 were independent adverse prognostic factors for overall survival in 249 patients with adjuvant chemotherapy after radical resection (all P<0.05). The survival benefit of adjuvant chemotherapy in the high-risk group was significantly lower than that in the low-risk group (P<0.05). Using the above five features, the traditional CoxPH model and the deep learning DeepSurv survival prediction model were constructed. The C-index values of the training set were 0.687 and 0.770, and the C-index values of the test set were 0.606 and 0.763,respectively. Conclusion: Compared with the traditional Cox model, the DeepSurv model can more accurately predict the survival probability of patients with ICC undergoing adjuvant chemotherapy at a certain time point, and more accurately judge the survival benefit of adjuvant chemotherapy.
10.A nomogram for preoperative prediction of lymph node metastasis in patients with intrahepatic cholangiocarcinoma based on inflammation-related markers.
Xiao Peng YU ; Jia Lu CHEN ; Yue TANG ; Chen CHEN ; Ying Hong QIU ; Hong WU ; Tian Qiang SONG ; Yu HE ; Xian Hai MAO ; Wen Long ZHAI ; Zhang Jun CHENG ; Xiao LIANG ; Jing Dong LI ; Chuan Dong SUN ; Kai MA ; Rui Xin LIN ; Zhi Min GENG ; Zhao Hui TANG ; Zhi Wei QUAN
Chinese Journal of Surgery 2023;61(4):321-329
Objectives: To construct a nomogram for prediction of intrahepatic cholangiocarcinoma (ICC) lymph node metastasis based on inflammation-related markers,and to conduct its clinical verification. Methods: Clinical and pathological data of 858 ICC patients who underwent radical resection were retrospectively collected at 10 domestic tertiary hospitals in China from January 2010 to December 2018. Among the 508 patients who underwent lymph node dissection,207 cases had complete variable clinical data for constructing the nomogram,including 84 males,123 females,109 patients≥60 years old,98 patients<60 years old and 69 patients were pathologically diagnosed with positive lymph nodes after surgery. Receiver operating characteristic curve was drawn to calculate the accuracy of preoperative imaging examinations to determine lymph node status,and the difference in overall survival time was compared by Log-rank test. Partial regression squares and statistically significant preoperative variables were screened by backward stepwise regression analysis. R software was applied to construct a nomogram,clinical decision curve and clinical influence curve,and Bootstrap method was used for internal verification. Moreover,retrospectively collecting clinical information of 107 ICC patients with intraoperative lymph node dissection admitted to 9 tertiary hospitals in China from January 2019 to June 2021 was for external verification to verify the accuracy of the nomogram. 80 patients with complete clinical data but without lymph node dissection were divided into lymph node metastasis high-risk group and low-risk group according to the score of the nomogram among the 858 patients. Log-rank test was used to compare the overall survival of patients with or without lymph node metastasis diagnosed by pathology. Results: The area under the curve of preoperative imaging examinations for lymph node status assessment of 440 patients was 0.615,with a false negative rate of 62.8% (113/180) and a false positive rate of 14.2% (37/260). The median survival time of 207 patients used to construct a nomogram with positive or negative postoperative pathological lymph node metastases was 18.5 months and 27.1 months,respectively (P<0.05). Five variables related to lymph node metastasis were screened out by backward stepwise regression analysis,which were combined calculi,neutrophil/lymphocyte ratio,albumin,liver capsule invasion and systemic immune inflammation index,according to which a nomogram was constructed with concordance index(C-index) of 0.737 (95%CI: 0.667 to 0.806). The C-index of external verification was 0.674 (95%CI:0.569 to 0.779). The calibration prediction curve was in good agreement with the reference curve. The results of the clinical decision curve showed that when the risk threshold of high lymph node metastasis in the nomogram was set to about 0.32,the maximum net benefit could be obtained by 0.11,and the cost/benefit ratio was 1∶2. The results of clinical influence curve showed that when the risk threshold of high lymph node metastasis in the nomogram was set to about 0.6,the probability of correctly predicting lymph node metastasis could reach more than 90%. There was no significant difference in overall survival time between patients with high/low risk of lymph node metastasis assessed by the nomogram and those with pathologically confirmed lymph node metastasis or without lymph node metastasis (Log-rank test:P=0.082 and 0.510,respectively). Conclusion: The prediction accuracy of preoperative nomogram for ICC lymph node metastasis based on inflammation-related markers is satisfactory,which can be used as a supplementary method for preoperative diagnosis of lymph node metastasis and is helpful for clinicians to make personalized decision of lymph node dissection for patients with ICC.

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