1.Study on Quality Evaluation of Classical Formula-Linggui Zhugan Decoction Based on UPLC Fingerprint Chromatogram Combined with Chemometric Analysis
Fangjie LIU ; Zhenjie LUAN ; Chunlian HE ; Xilin WANG ; Pei ZUO
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(1):128-134
Objective To establish the UPLC fingerprint chromatogram combined with chemometric analysis for the quality evaluation of classical formula Linggui Zhugan Decoction.Methods SHIMADZU Shim-Pack GIST C18 column(100 mm×2.1 mm,2.0 μm)was used with acetonitrile-0.1%phosphoric acid aqueous solution as mobile phase,gradient elution;flow rate was 0.2 mL/min;the detection wavelength was 266 nm for the first 30 minutes and 235 nm for the last 36 minutes;the column temperature was 30℃.The UPLC fingerprint of Linggui Zhugan Decoction was established by Similarity Evaluation System for Chromatographic Fingerprint of TCM(2012.130723 version),and the common peak was determined and the similarity evaluation was carried out.Based on the peak area determination results of the common peak of the fingerprint,the quality of different batches of Linggui Zhugan Decoction was evaluated by chemometrics such as clustering analysis and principal component analysis.Results A total of 24 common peaks were confirmed and 14 components were identified by using reference substances.The similarity of 10 batches of Linggui Zhugan Decoction samples was greater than 0.950,which could be divided into two categories by chemometrics,and the principal component 1-4 were the main factors affecting its quality evaluation.OPLS-DA identified 6 differential markers.Conclusion The fingerprint research method established in the study is simple,reliable and reproducible.Through the method of fingerprint combined with chemometrics analysis,the differences between Linggui Zhugan Decoction from different origins of medicinal materials are identified,which provides a reference for the internal quality evaluation of Linggui Zhugan Decoction.
2.The effect of PLK1 inhibitor in osimertinib resistant non-small cell lung carcinoma cells.
Xiaoyang DAI ; Xiangning LIU ; Fujing GE ; Hongdao ZHU ; Churun ZHENG ; Fangjie YAN ; Bo YANG
Journal of Zhejiang University. Medical sciences 2023;52(5):558-566
OBJECTIVES:
To investigate the effects of PLK1 inhibitors on osimertinib-resistant non-small cell lung carcinoma (NSCLC) cells and the anti-tumor effect combined with osimertinib.
METHODS:
An osimertinib resistant NCI-H1975 cell line was induced by exposure to gradually increasing drug concentrations. Osimertinib-resistant cells were co-treated with compounds from classical tumor pathway inhibitor library and osimertinib to screen for compounds with synergistic effects with osimertinib. The Gene Set Enrichment Analysis (GSEA) was used to investigate the activated signaling pathways in osimertinib-resistant cells; sulforhodamine B (SRB) staining was used to investigate the effect of PLK1 inhibitors on osimertinib-resistant cells and the synergistic effect of PLK1 inhibitors combined with osimertinib.
RESULTS:
Osimertinib-resistance in NCI-H1975 cell (resistance index=43.45) was successfully established. The PLK1 inhibitors GSK 461364 and BI 2536 had synergistic effect with osimertinib. Compared with osimertinib-sensitive cells, PLK1 regulatory pathway and cell cycle pathway were significantly activated in osimertinib-resistant cells. In NSCLC patients with epidermal growth factor receptor mutations treated with osimertinib, PLK1 mRNA levels were negatively correlated with progression free survival of patients (R=-0.62, P<0.05), indicating that excessive activation of PLK1 in NSCLC cells may cause cell resistant to osimertinib. Further in vitro experiments showed that IC50 of PLK1 inhibitors BI 6727 and GSK 461364 in osimertinib-resistant cells were lower than those in sensitive ones. Compared with the mono treatment of osimertinib, PLK1 inhibitors combined with osimertinib behaved significantly stronger effect on the proliferation of osimertinib-resistant cells.
CONCLUSIONS
PLK1 inhibitors have a synergistic effect with osimertinib on osimertinib-resistant NSCLC cells which indicates that they may have potential clinical value in the treatment of NSCLC patients with osimertinib resistance.
Humans
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Carcinoma, Non-Small-Cell Lung
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Lung Neoplasms
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ErbB Receptors/therapeutic use*
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Drug Resistance, Neoplasm/genetics*
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Mutation
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Cell Line, Tumor
3.Correlation between serum miR-122-5p and FOXO3 levels and osteoporosis in postmenopausal women with non-alcoholic fatty liver disease
Fangjie ZHANG ; Song WANG ; Guomin ZHANG ; Ruijuan ZHAO ; Yaomin LIU
Chinese Journal of Endocrine Surgery 2023;17(6):748-752
Objective:To investigate the correlation between serum miR-122-5p and FOXO3 levels and osteoporosis (OP) in postmenopausal women with non-alcoholic fatty liver disease (NAFLD) .Methods:The clinical data and serum of 30 postmenopausal women with NAFLD and 48 postmenopausal women with no-NAFLD were collected. The levels of miR-122-5p and FOXO3 in serum were detected by qRT-PCR. Triglycerides, high-density lipoproteins, and low-density lipoproteins were detected by biochemical autoanalyzer. The bone mineral density of lumbar vertebrae 1-4, Wards triangular bone, femoral neck, greater trochanter and total hip was detected by bone mineral density analyzer. The correlation between the above clinical indicators and OP was analyzed.Results:The expression of miR-122-5p in postmenopausal female NAFLD patients (0.76±0.28) was lower than that in non-NAFLD patients (1±0.31) ( t=3.43, P=0.001) . The downstream target gene FOXO3 of miR-122-5p was identified by bioinformatics website analysis. The expression of FOXO3 in postmenopausal female NAFLD patients (1.31±0.30) was higher than that in non-NAFLD patients (1±0.27) ( t=4.73, P<0.001) . Student’ s t test and Logistic regression analysis showed that triglyceride, miR-122-5p and FOXO3 levels were risk factors for NAFLD (all P<0.05) . Pearson correlation coefficient showed that miR-122-5p level was significantly positively correlated with BMD of femoral neck ( r=0.488, P=0.006) , greater trochanter ( r=0.367, P=0.046) and whole hip ( r=0.404, P=0.027) . FOXO3 level was negatively correlated with bone mineral density of femoral neck ( r=-0.445, P=0.014) and whole hip ( r=-0.507, P=0.004) , while other indexes were not significantly correlated (all P>0.05) . Conclusion:Decreased serum miR-122-5p level and increased FOXO3 level in postmenopausal women with NAFLD may increase the risk of OP.
4.Effect of non-alcoholic fatty liver disease on survival and risk factors in patients with hormone receptor-positive breast cancer
Fangjie ZHANG ; Song WANG ; Guomin ZHANG ; Ruijuan ZHAO ; Yaomin LIU
Chinese Journal of Endocrine Surgery 2023;17(2):174-178
Objective:To investigate the risk factors of non-alcoholic fatty liver disease (NAFLD) in patients with hormone receptor positive (HR+), human epidermal growth factor receptor 2 negative (HER2-) breast cancer (HR+/HER2-BC) and the impact of NAFLD on the survival of patients.Methods:54 HR+BC patients were enrolled in this study. The liver fat accumulation was examined by magnetic resonance imaging (MRI). The patients were divided into two groups: non-NAFLD and NAFLD. Student's t test or Fisher's test was used to analyze the clinical indicators of the two groups. Logistic univariate and multivariate tests were used to analyze the clinical risk factors related to NAFLD. Receiver operating characteristic curve (ROC curve) was used to further analyze the sensitivity of clinical risk factors to predict the diagnosis of NAFLD. The Disease-free survival (DFS) and Overall survival (OS) of the two groups were analyzed by Log-rank (Mantel-Cox) test. Results:There were 22 NAFLD patients and 32 non-NAFLD patients diagnosed by MRI. Student's t test or Fisher's test showed that BMI, waist circumference, AST, ALT, GGT, TG, LDL and HDL were statistically different between the two groups (all P<0.05). Logistic univariate and multivariate analysis showed that AST ( OR=1.05, 95% CI: 1.02-1.10, P=0.007), GGT ( OR=1.04, 95% CI: 1.01-1.09, P=0.038), TG ( OR=1.03, 95% CI: 1.01-1.06, P=0.011) and HDL ( OR=1.06, 95% CI: 1.01-1.12, P=0.037) were the risk factors associated with NAFLD. ROC curve analysis showed that the combination of AST, GGT, TG and HDL had high sensitivity in predicting NAFLD (AUC=0.869, P<0.05). There was no difference in DFS ( HR=1.830, 95% CI: 0.983-3.409, P=0.057) or OS ( HR=2.482, 95% CI: 0.761-8.093, P=0.132) between the two groups. Conclusion:AST, GGT, TG and HDL are the independent risk factors for NAFLD in HR+BC patients during treatment, but concurrent NAFLD has no significant effect on DFS or OS.
5.Exploration of the Path of Integrating Wu Liande’s Spirit into Professional Spirit Education for Medical Students
Fangjie CHEN ; Sijia LIU ; Yuhang SUN ; Meng WANG ; Zhonghua LI
Chinese Medical Ethics 2023;36(12):1389-1393
Wu Liande’s spirit was formed during the development of modern public health in China. It is a unity of the spirit of patriotism, humanitarianism, scientific exploration, and dedication, and a valuable resource and vivid textbook for medical students to carry out professional spirit education. Promoting Wu Liande’s spirit in the new era is not only conducive to inspiring the patriotism of medical students, bravely undertaking the mission of the times, and devoting themselves to the cause of human health, but also conducive to guiding medical students to refine benevolence and skill, and fulfill the sacred oath of medical students. To cultivate the professional spirit of medical students with Wu Liande’s spirit, it is necessary to achieve the "integration of specialized courses and ideological and political education" , promote the collaborative development of ideological and political courses and curriculum ideological and political education, innovate teaching methods and use modern information technology to empower Wu Liande’s spirit to be visualized and expressed, and take discipline practice as the starting point to expand the new path of professional spirit practice education for medical students.
6.Association between street view greenness and allergic rhinitis in children
Weile HUANG ; Ruoyu WANG ; Fangjie LIU ; Wenzhong HUANG ; Guanghui DONG ; Hongyao YU
Journal of Environmental and Occupational Medicine 2022;39(1):17-22
Background Studies on the association between greenness exposure and allergic rhinitis (AR) in children are mostly conducted in developed countries, and the conclusion is not consistent. Objective Using street view data to explore the association between greenness exposure and allergic rhinitis (AR) prevalence in Chinese children. Methods A cross-sectional study was conducted among 40868 children aged 2-17 years in three cities of Northeast China from 2012 to 2013, which consisted of 20886 (51.1%) boys and 19982 (48.9%) girls. The information of AR prevalence was obtained through questionnaire. Based on downloaded street view images from Tencent Maps, a green view index (GVI) of green vegetation (trees and grass) within 800 m and 1000 m buffer of the participants' schools was calculated by using artificial intelligence, and it was used as a surrogate of the greenness exposure. A mixed-effect logistic regression model was used to estimate the odds ratio (OR) of AR prevalence in children for per increase of inter-quartile range (IQR) of GVI. In addition, according to ambient PM2.5 concentration, the participants were divided into a low PM2.5 exposure group (≤56.23 μg·m−3) and a high exposure group (>56.23 μg·m−3) to investigate whether PM2.5 was a modifier on the association between GVI and AR. Results The average age of the subjects was (10.40±3.68) years and 3 963 (9.7%) subjects reported diagnosed AR. Within 800 m buffer, an IQR increase in GVI for trees (IQR=0.031, OR=0.85, 95%CI: 0.81-0.90) and overall greenness (IQR=0.029, OR=0.86, 95%CI: 0.81-0.90) was associated with lower adjusted odds ratio of AR. The interaction between PM2.5 and GVI was statistically significant (P< 0.1), that is, the negative associations of trees and overall greenness with AR were observed only at low PM2.5 exposure levels. The sensitivity analysis results of GVI within 1000 m buffer was consistent with that within 800 m buffer. Conclusion Exposure to green vegetation, especially trees, may be associated with decreased risks of AR in children, and such associations may be more obvious in areas with a low PM2.5 concentration.
7.Clinicopathological features of hybrid oncocytic/chromophobe renal cell tumor
Yan WANG ; Daochen CHONG ; Fangjie XIN ; Bing HE ; Xiaoling LIU ; Yujun LI ; Wei ZHANG ; Yanxia JIANG
Chinese Journal of Pathology 2021;50(2):97-102
Objective:To investigate the clinicopathological features and immunohistochemical phenotypes of hybrid oncocytic/chromophobe tumor (HOCT) of the kidney and its associations with renal oncocytoma (RO) and eosinophilic chromophobe renal cell carcinoma (eChRCC).Methods:A total of 8 HOCT cases were collected from 2008 to 2019 at the Affiliated Hospital of Qingdao University (5 cases) and 971 Hospital of PLA Navy (3 cases), Qingdao, China for morphological studies, immunohistochemical staining and follow-up. The immunohistochemical results of HOCT were compared with those of 27 typical RO and 17 eChRCC.Results:Among the 8 patients, 3 were male and 5 were female. Their ages ranged from 39 to 75 years (median: 56 years). All cases were sporadic. Seven patients were asymptomatic and one suffered from lumbago. During a mean follow-up of 37 months in 7 patients, none of them developed tumor recurrence or metastasis. Seven cases were solitary and one was multiple. The tumor size ranged from 1.4 to 5.7 cm (mean, 3.6 cm). The cut surface of the tumors was dark red or yellowish. Histologically, the tumors were well-defined. Six cases were directly adjacent to the surrounding renal tissue, 2 cases had pseudocapsule, 3 cases showed entrapped renal tubules at the edge of tumor tissue, and one circumscribed with focal infiltrating borders. There were two types of histological morphology: one type (4 cases) was composed of mixed areas of otherwise typical RO and areas resembling chromophobe renal cell carcinoma; another type (4 cases) showed the morphological characteristics of both RO and eChRCC. Three second-type tumors showed nest-like, trabecular, and solid growth patterns with conspicuous edematous stroma. The cell border was conspicuous and the cytoplasm showed an eosinophilic appearance. The nuclei were small and round with clear perinuclear halo. One tumor showed a multi-nodular and solid growth pattern, and the cytoplasm was eosinophilic, hypochromatic or transparent. The nuclei were small and round, and some of them had obvious perinuclear halo. Immunohistochemically, the tumor cells in all 8 cases were positive for Ksp-cad but negative for vimentin. CD117 was diffusely positive in 6/8 cases. CK7 staining showed patchy positivity in 6/8 cases. S-100A1, cyclin D1 and claudin7 showed variable positivity in 4/8, 6/8 and 5/8 cases, respectively, but the range and intensity were narrower and weaker than those in RO and eChRCC.Conclusions:HOCT is a low-grade eosinophilic renal tumor with morphological characteristics resembling RO and eChRCC. The combined application of immunohistochemical stains of CK7, CD117, Ksp-cad, cyclin D1, claudin7 and S-100A1 may play an auxiliary role in the differentiation of the three tumors. HOCT has a good prognosis after surgical resection and can be regarded as a tumor with uncertain malignant potential.
8.Effect of Xuebijing on inflammatory response and prognosis in patients with septic shock
Rongqing SUN ; Ming LIANG ; Hongfu YANG ; Qilong LIU ; Ning MA ; Dan WEI ; Fangjie DONG
Chinese Critical Care Medicine 2020;32(4):458-462
Objective:To study the effect of Xuebijing on inflammatory response and prognosis in patients with septic shock.Methods:A prospective randomized controlled study was conducted. Eighty septic shock patients admitted to department of critical care medicine of the First Affiliated Hospital of Zhengzhou University from January to December in 2019 were enrolled. The enrolled patients were divided into Xuebijing group and control group by randomized number table method, with 40 cases in each group. Both groups were strictly followed the guidelines for the diagnosis and treatment of septic shock to take comprehensive treatment measures against sepsis. On this basis, Xuebijing group received intravenous 100 mL Xuebijing injection twice a day for 7 days. Baseline data of enrolled patients were recorded. The levels of interleukin-6 (IL-6), procalcitonin (PCT), C-reactive protein (CRP) and heparin binding protein (HBP) were measured before treatment and 3, 7 and 10 days after treatment. Mechanical ventilation time, the length of intensive care unit (ICU) stay, total hospitalization time and 28-day mortality were recorded. The differences of every indicator between the two groups were compared. Independent risk factors affecting patient prognosis were analyzed by binary Logistic regression.Results:① There was no significant difference in baseline data such as gender, age, infection site, acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) and sequential organ failure score (SOFA) between the two groups. ② The levels of serum inflammatory factors in both groups showed a decreasing trend after treatment. Compared with the control group, IL-6 and HBP in the Xuebijing group significantly decreased on day 7 [IL-6 (ng/L): 66.20 (16.34, 163.71) vs. 79.81 (23.95, 178.64), HBP (ng/L): 95.59 (45.23, 157.37) vs. 132.98 (73.90, 162.05), both P < 0.05]; on day 10, PCT, CRP, IL-6 and HBP significantly decreased [PCT (μg/L): 1.14 (0.20, 3.39) vs. 1.31 (0.68, 4.21), CRP (mg/L): 66.32 (19.46, 115.81) vs. 89.16 (20.52, 143.76), IL-6 (ng/L): 31.90 (13.23, 138.74) vs. 166.30 (42.75, 288.10), HBP (ng/L): 62.45 (29.17, 96.51) vs. 112.33 (58.70, 143.96), all P < 0.05]. ③ Compared with the control group, mechanical ventilation time and the length of ICU stay were significantly shortened and the total hospitalization expenses were significantly reduced in Xuebijing group [mechanical ventilation time (hours): 57.0 (0, 163.5) vs. 168.0 (24.0, 282.0), the length of ICU stay (days): 8.80±4.15 vs. 17.13±7.05, the total hospitalization expenses (ten thousand yuan): 14.55±7.31 vs. 20.01±9.86, all P < 0.05]. There was no significant difference in 28-day mortality and the total hospitalization time [28-day mortality: 37.5% vs. 35.0%, the total hospitalization time (days): 13.05±8.44 vs. 18.30±9.59, both P > 0.05]. ④ Patients were divided into death and survival groups according to the prognosis, and univariate analysis showed that white blood cell (WBC), neutrophil percentage (NEU%), CRP, lactic acid (Lac), APACHEⅡ score, IL-6, HBP were the factors influencing the prognosis of patients. The above indicators were further analyzed by Logistic regression, which showed that CRP, IL-6, and APACHE Ⅱ score were independent risk factors for prognosis [odds ratio ( OR) was 1.007, 1.828, 1.229, all P < 0.05]. Conclusions:Combined with Xuebijing to treat septic shock can reduce the body's inflammatory response to a certain extent, thereby reducing the time of mechanical ventilation, shortening the stay of ICU and reducing the total cost of hospitalization. But it cannot reduce the 28-day mortality of patients with septic shock.
9.Establishment and validation of a predictive nomogram model for advanced gastric cancer with perineural invasion
Shuhao LIU ; Xinyue HOU ; Xianxiang ZHANG ; Guangwei LIU ; Fangjie XIN ; Jigang WANG ; Dianliang ZHANG ; Dongsheng WANG ; Yun LU
Chinese Journal of Gastrointestinal Surgery 2020;23(11):1059-1066
Objective:Peripheral nerve invasion (PNI) is associated with local recurrence and poor prognosis in patients with advanced gastric cancer. A risk-assessment model based on preoperative indicators for predicting PNI of gastric cancer may help to formulate a more reasonable and accurate individualized diagnosis and treatment plan.Methods:Inclusion criteria: (1) electronic gastroscopy and enhanced CT examination of the upper abdomen were performed before surgery; (2) radical gastric cancer surgery (D2 lymph node dissection, R0 resection) was performed; (3) no distant metastasis was confirmed before and during operation; (4) postoperative pathology showed an advanced gastric cancer (T2-4aN0-3M0), and the clinical data was complete. Those who had other malignant tumors at the same time or in the past, and received neoadjuvant radiochemotherapy or immunotherapy before surgery were excluded. In this retrospective case-control study, 550 patients with advanced gastric cancer who underwent curative gastrectomy between September 2017 and June 2019 were selected from the Affiliated Hospital of Qingdao University for modeling and internal verification, including 262 (47.6%) PNI positive and 288 (52.4%) PNI negative patients. According to the same standard, clinical data of 50 patients with advanced gastric cancer who underwent radical surgery from July to November 2019 in Qingdao Municipal Hospital were selected for external verification of the model. There were no statistically significant differences between the clinical data of internal verification and external verification (all P>0.05). Univariate analysis and multivariate logistic regression analysis were used to determine the independent risk factors for PNI in advanced gastric cancer, and the clinical indicators with statistically significant difference were used to establish a preoperative nomogram model through R software. The Bootstrap method was applied as internal verification to show the robustness of the model. The discrimination of the nomogram was determined by calculating the average consistency index (C-index). The calibration curve was used to evaluate the consistency of the predicted results with the actual results. The Hosmer-Lemeshow test was used to examine the goodness of fit of the discriminant model. During external verification, the corresponding C-index index was also calculated. The area under ROC curve (AUC) was used to evaluate the predictive ability of the nomogram in the internal verification and external verification groups. Results:A total of 550 patients were identified in this study, 262 (47.6%) of which had PNI. Multivariate logistic regression analysis revealed that carcinoembryonic antigen level ≥ 5 μg/L (OR=5.870, 95% CI: 3.281-10.502, P<0.001), tumor length ≥5 cm (OR=5.539,95% CI: 3.165-9.694, P<0.001), mixed Lauren classification (OR=2.611, 95%CI: 1.272-5.360, P=0.009), cT3 stage (OR=13.053, 95% CI: 5.612-30.361, P<0.001) and the presence of lymph node metastasis (OR=4.826, 95% CI: 2.729-8.533, P<0.001) were significant independent risk factors of PNI in advanced gastric cancer (all P<0.05). Based on these results, diffused Lauren classification and cT4 stage were included to establish a predictive nomogram model. CEA ≥ 5 μg/L was for 68 points, tumor length ≥ 5 cm was for 67 points, mixed Lauren classification was for 21 points, diffused Lauren classification was for 38 points, cT3 stage was for 75 points, cT4 stage was for 100 points, and lymph node metastasis was for 62 points. Adding the scores of all risk factors was total score, and the probability corresponding to the total score was the probability that the model predicted PNI in advanced gastric cancer before surgery. The internal verification result revealed that the AUC of nomogram was 0.935, which was superior than that of any single variable, such as CEA, Lauren classification, cT stage, tumor length and lymph node metastasis (AUC: 0.731, 0.595, 0.838, 0.757 and 0.802, respectively). The external verification result revealed the AUC of nomogram was 0.828. The C-ndex was 0.931 after internal verification. External verification showed a C-index of 0.828 from the model. The calibration curve showed that the predictive results were good in accordance with the actual results ( P=0.415). Conclusion:A nomogram model constructed by CEA, tumor length, Lauren classification (mixed, diffuse), cT stage, and lymph node metastasis can predict the PNI of advanced gastric cancer before surgery.
10.Establishment and clinical testing of pancreatic cancer Faster R-CNN AI system based on fast regional convolutional neural network
Shujian YANG ; Yun LU ; Xuefeng ZHENG ; Yuejuan ZHANG ; Fangjie XIN ; Pin SUN ; Ying LI ; Shisong LIU ; Shuai LI ; Yuting GUO ; Shanglong LIU
Chinese Journal of Surgery 2020;58(7):520-524
Objective:To investigate the effectiveness of an enhanced CT automatic recognition system based on Faster R-CNN for pancreatic cancer and its clinical value.Methods:In this study, 4 024 enhanced CT imaging sequences of 315 patients with pancreatic cancer from January 2013 to May 2016 at the Affiliated Hospital of Qingdao University were collected retrospectively, and 2 614 imaging sequences were input into the faster R-CNN system as training dataset to create an automatic image recognition model, which was then validated by reading 1 410 enhanced CT images of 135 cases of pancreatic cancer.In order to identify its effectiveness, 3 750 CT images of 150 patients with pancreatic lesions were read and a followed-up was carried out.The accuracy and recall rate in detecting nodules were recorded and regression curves were generated.In addition, the accuracy, sensitivity and specificity of Faster R-CNN diagnosis were analyzed, the ROC curves were generated and the area under the curves were calculated.Results:Based on the enhanced CT images of 135 cases, the area under the ROC curve was 0.927 calculated by Faster R-CNN. The accuracy, specificity and sensitivity were 0.902, 0.913 and 0.801 respectively.After the data of 150 patients with pancreatic cancer were verified, 893 CT images showed positive and 2 857 negative.Ninety-eight patients with pancreatic cancer were diagnosed by Faster R-CNN.After the follow-up, it was found that 53 cases were post-operatively proved to be pancreatic ductal carcinoma, 21 cases of pancreatic cystadenocarcinoma, 12 cases of pancreatic cystadenoma, 5 cases of pancreatic cyst, and 7 cases were untreated.During 5 to 17 months after operation, 6 patients died of abdominal tumor infiltration, liver and lung metastasis.Of the 52 patients who were diagnosed negative by Faster R-CNN, 9 were post-operatively proved to be pancreatic ductal carcinoma.Conclusion:Faster R-CNN system has clinical value in helping imaging physicians to diagnose pancreatic cancer.

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