1.Application progress of artificial intelligence in the diagnosis of esophageal cancer
Chuanjun TANG ; Xianglei YUAN ; Qiongying ZHANG ; Bing HU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):153-159
Esophageal cancer is an aggressive malignancy with high morbidity and poor prognosis. Symptoms of early esophageal cancer are insidious and difficult to detect, while advanced esophageal obstruction, lesion infiltration and metastasis seriously affect patients’ quality of life. Early detection and treatment can help to increase the survival chance of patients. Recently, artificial intelligence (AI) has shown remarkable success in diagnosis of esophageal cancer, highlighting the great potential of new AI-assisted diagnostic modalities. This paper aims to review recent progress of AI in the diagnosis of esophageal cancer and to prospect its clinical application.
2.Establishment of abdominal aortocaval fistula in adenine-induced renal failure rats
Yifei ZHANG ; Liming LIANG ; Xianglei KONG ; Shuqi XU ; Qun WANG ; Zunsong WANG ; Dongmei XU
Chinese Journal of Nephrology 2024;40(2):131-136
Objective:To explore the construction of abdominal aortocaval fistula (ACF) model in adenine-induced renal failure rats, and to provide a suitable animal model for subsequent mechanism and intervention researches.Methods:Adult female Sprague-Dawley rats (250-300 g) were fed with 0.75% adenine diet (renal failure group, n=60) and the same diet without adenine (control group, n=10) for 4 weeks, and the rats were randomly grouped by block randomization method with a ratio of 6∶1. Thirty rats in the renal failure group were randomly selected by block randomization method at a ratio of 1∶1 to undergo laparotomies to establish ACF models (renal failure+ACF group). The serum creatinine, blood urea nitrogen detection and Masson staining were used to evaluate the establishment of renal failure model. Small animal ultrasound imaging system was applied to verify the successful construction of the ACF model. After 6 weeks of ACF observation, blood samples were collected from the heart of rats, and ACF-vascular tissues were collected for pathological study (HE staining). Results:At 4 weeks of feeding, compared with the control group, serum creatinine [(63.8±23.5) μmol/L vs. (33.0±3.8) μmol/L, Z=3.651, P<0.001] and blood urea nitrogen [(13.1±6.9) mmol/L vs. (5.3±0.6) mmol/L, Z=3.254, P=0.001] in the renal failure group were both higher. Masson staining showed renal tubulointerstitial inflammatory cell infiltration, renal tubular epithelial cell atrophy, interstitial fibrosis and vascular injury. Five rats sacrificed after ACF surgeries, and the survival rate was 83.3%. Doppler ultrasound showed turbulent blood flow of arterial to venous shunt at the anastomosis of open ACF (23/25) in the renal failure+ACF group. HE staining showed typical eccentric neointimal hyperplasia in the outflow tract of ACF vein in the renal failure+ACF group. Conclusions:The adenine-induced ACF rat model is successfully constructed, and ACF shows typical eccentric neointimal hyperplasia. The ACF construction would provide a reliable animal model to study the mechanism and intervention of neointimal hyperplasia for autologous arteriovenous fistula.
3.The prognostic value of BAP1 protein loss in patients with malignant mesothelioma
Yiqiu CHEN ; Zhibin GAO ; Wei SHEN ; Shibo YING ; Xianglei HE ; Xing ZHANG ; Zhaoqiang JIANG ; Jianlin LOU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(11):815-820
Objective:To explore the prognostic value of BRCA1-associated protein 1 (BAP1) expression loss in patients with malignant mesothelioma (MM) .Methods:A total of 82 MM patients from January 1998 to December 2017 in Zhejiang Province were selected to detect the expression of BAP1 protein by immunohistochemical analysis. Kaplan-Meier method was used to draw the survival curve, and multivariate Cox proportional risk model was used to analyze the factors affecting the survival rate.Results:Among 82 MM patients, 61 (74.4%) were female, aged (57±11) years. BAP1 protein expression was deficient in 39 patients (47.6%). The survival rate was correlated with the loss of BAP1 protein expression and age (χ 2=5.27, 5.66, P=0.022, 0.017). Subgroup analysis showed that loss of BAP1 protein expression was associated with better prognosis in MM patients <57 years of age, female, pleural MM, epithelial MM, and treated with drugs or surgery ( P<0.05). Multivariate model results showed that positive expression of BAP1 protein ( HR=3.75, 95% CI: 2.23-6.30, P<0.001) and age ≥57 years ( HR=1.66, 95% CI: 1.01-2.72, P=0.049) were risk factors for survival in patients with MM. Conclusion:Loss of BAP1 protein expression may be an independent prognostic factor in patients with MM, which is associated with longer survival.
4.The prognostic value of BAP1 protein loss in patients with malignant mesothelioma
Yiqiu CHEN ; Zhibin GAO ; Wei SHEN ; Shibo YING ; Xianglei HE ; Xing ZHANG ; Zhaoqiang JIANG ; Jianlin LOU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(11):815-820
Objective:To explore the prognostic value of BRCA1-associated protein 1 (BAP1) expression loss in patients with malignant mesothelioma (MM) .Methods:A total of 82 MM patients from January 1998 to December 2017 in Zhejiang Province were selected to detect the expression of BAP1 protein by immunohistochemical analysis. Kaplan-Meier method was used to draw the survival curve, and multivariate Cox proportional risk model was used to analyze the factors affecting the survival rate.Results:Among 82 MM patients, 61 (74.4%) were female, aged (57±11) years. BAP1 protein expression was deficient in 39 patients (47.6%). The survival rate was correlated with the loss of BAP1 protein expression and age (χ 2=5.27, 5.66, P=0.022, 0.017). Subgroup analysis showed that loss of BAP1 protein expression was associated with better prognosis in MM patients <57 years of age, female, pleural MM, epithelial MM, and treated with drugs or surgery ( P<0.05). Multivariate model results showed that positive expression of BAP1 protein ( HR=3.75, 95% CI: 2.23-6.30, P<0.001) and age ≥57 years ( HR=1.66, 95% CI: 1.01-2.72, P=0.049) were risk factors for survival in patients with MM. Conclusion:Loss of BAP1 protein expression may be an independent prognostic factor in patients with MM, which is associated with longer survival.
5.Mechanism of Action of Carthamus tinctorius L.Extract on Alcoholic Liver Disease Through Modulation of Nrf2/STAT3/NF-κB Signaling Pathway
Wenxuan WANG ; Xianglei FU ; Man QI ; Furong FAN ; Furong ZHU ; Yuanchuang WANG ; Kaiyue ZHANG ; Min LIU ; Shenghui CHU
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(8):1132-1141
Objective To investigate the effects of Carthamus tinctorius L.extract(CTLE)on the levels of oxidative stress and inflammation in mice with ethanol-induced alcoholic liver disease and its mechanism of action.Methods SPF-grade C57BL/6 male mice were randomly divided into four groups:control group,model group,low-CTLE group(50 mg·kg-1),and high-CTLE group(100 mg·kg-1).The control group was given Lieber-Decarli liquid diet,and the other groups were given Lieber-Decarli alcohol diet to construct a chronic alcoholic liver injury model in mice.Serum and liver tissues of mice were collected and serum biochemical indexes of mice were detected.HE and oil red O staining were applied to observe pathological changes in mouse liver tissues.Real-time fluorescence quantitative PCR and Western Blot were used to detect the mRNA and protein expression levels of Keap1/Nrf2 and STAT3/NF-κB pathway-related factors.Results Compared with the model group,the ALT,AST,LDL-C,and MDA levels were significantly reduced(P<0.05,P<0.01),while the levels of HDL-C,SOD,and GSH were increased dramatically in the administered group(P<0.05,P<0.01),which indicated that CTLE has specific protective and antioxidant effects on alcoholic liver injury in mice.HE staining and oil red O staining showed that the hepatic lesions and lipid deposition of mice were ameliorated.It enhances the antioxidant and anti-inflammatory effects of the body by activating the mRNA and protein expression levels of antioxidant factors related to the Keap1/Nrf2 pathway and inhibiting the mRNA and protein expression levels of inflammatory factors related to STAT3/NF-κB pathway(P<0.05,P<0.01).Conclusion It was shown that CTLE could exert anti-oxidative stress and anti-inflammatory effects through regulating Keap1/Nrf2 and STAT3/NF-κB signaling pathways to attenuate alcoholic liver injury in mice.This study may provide a new idea for the treatment of alcoholic liver disease and the subsequent study of molecular mechanisms.
6.Progress of artificial intelligence in endoscopic diagnosis of superficial esophageal squamous carcinoma and precancerous lesions
Ping YAN ; Xianglei YUAN ; Qiongying ZHANG ; Bing HU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2022;29(09):1217-1222
Esophageal cancer is a serious threat to the health of Chinese people. The key to solve this problem is early diagnosis and early treatment, and the most important method is endoscopic screening. The rapid development of artificial intelligence (AI) technology makes its application and research in the field of digestive endoscopy growing, and it is expected to become the "right-hand man" for endoscopists in the early diagnosis of esophageal cancer. Currently, the application of multimodal and multifunctional AI systems has achieved good performance in the diagnosis of superficial esophageal squamous cell carcinoma and precancerous lesions. This study summarized and reviewed the research progress of AI in the diagnosis of superficial esophageal squamous cell carcinoma and precancerous lesions, and also explored its development direction in the future.
7.Clinical observation of peroral endoscopic myotomy for mid-esophageal diverticulum in 7 cases
Xianhui ZENG ; Xianglei YUAN ; Liansong YE ; Yuhang ZHANG ; Bing HU
Chinese Journal of Digestive Endoscopy 2022;39(9):739-743
To investigate the effectiveness and safety of diverticular peroral endoscopic myotomy (D-POEM) for mid-esophageal diverticulum. Data of consecutive patients in the prospective database with mid-esophageal diverticulum who received D-POEM in West China Hospital, Sichuan University between April 2014 to September 2019 were collected. The modified Eckardt scoring system for mid-esophageal diverticulum was used to evaluate the severity of diverticular symptoms. The effectiveness and safety of D-POEM were evaluated in terms of clinical success, technical success, complications and recurrence. A total of 7 patients with mid-esophageal diverticulum were included. Clinical and technical success was achieved in all patients with operation time of 16-70 minutes. No serious complications (2 cases with minor complications) or recurrence occurred. The follow-up time was 2-16 months. The median modified Eckardt score decreased from 3 points before operation to 0 points after operation. It is preliminarily believed that D-POEM ensures a complete septotomy between normal esophageal lumen and esophageal diverticulum. It is a safe and effective technique for mid-esophageal diverticulum. The modified Eckardt scoring system is suitable for symptom evaluation before and after treatment of mid-esophageal diverticulum.
9.Correlation between serum matrix metalloproteinase-9 level and location and severity of bleeding in patients with cerebral microbleeds
Xue PENG ; Lifang MENG ; Hao LIU ; Jin WANG ; Junli LIU ; Xianglei JIA ; Panpan ZHAO ; Fan WANG ; Chaowei WANG ; Junyan YUE ; Jian ZHANG ; Sibei JI ; Bin YUAN ; Ruiyan CAI ; Shaomin LI ; Jianhua ZHAO
Chinese Journal of Behavioral Medicine and Brain Science 2021;30(3):244-249
Objective:To investigate the relationship between serum matrix metalloproteinase-9 (MMP-9) level and the location and severity of bleeding in patients with cerebral microbleeds(CMBs).Methods:A total of 60 CMBs patients admitted to the Department of Neurology of the First Affiliated Hospital of the Xinxiang Medical University from January 2019 to August 2020 were selected as subjects as the CMBs group, and 60 healthy controls without nervous system diseases in outpatient physical examination during the same period were selected as the control group. The clinical data and biochemical indicators of the two groups were collected. Serum MMP-9 levels were measured by enzyme linked immunosorbent assay (ELISA). According to susceptibility weighted imaging (SWI), CMBs patients were divided into grade 1 group ( n=24), grade 2 group ( n=19) and grade 3 group ( n=17), and according to the micro analytical rating scale (MARS), the CMBs patients were divided into the lobar group ( n=19), the deep or infratentorial group ( n=17) and the mixed group ( n=24).The relationship between serum MMP-9 level and the location and severity of CMBs was analyzed. SPSS 19.0 software was used for data statistical analysis.One-way ANOVA, t-test and rank sum test were used for comparison. Logistic regression analysis was used to analyze the influencing factors. Pearson correlation analysis and Spearman correlation analysis were used for correlation analysis. Results:The level of MMP-9 in CMBs group was significantly higher than that in control group (208.13(142.25, 285.88) μg/L, 149.50(93.40, 186.51)μg/L), and the difference was statistically significant ( P<0.05). Serum MMP-9 level was a risk factor of CMBs ( β=1.322, OR=3.750, 95% CI=2.038-7.997, P=0.002). The difference of level of MMP-9 in different severity of CMBs was statistically significant (147.55(109.25, 266.47)μg/L, 242.12(147.55, 288.80)μg/L, 270.42(203.43, 364.27)μg/L, P=0.017). Serum MMP-9 level was positively correlated with the number of CMBs ( r=0.371, P=0.003). The difference of MMP-9 level of CMBs in different locations were statistically significant (249.77(158.43, 338.46)μg/L, 188.83(138.52, 243.15)μg/L, 210.65(144.25, 255.78)μg/L, P=0.013). The increased serum MMP-9 level was a risk factor for CMBs( β=0.401, OR=1.122, 95% CI=1.004-1.204, P=0.036). Conclusion:The increased level of serum MMP-9 may be a risk factor of CMBs, especially for CMBs in cerebral lobesand, and the level of MMP-9 is positively correlated with the severity of CMBs.
10.Bioinformatics analysis of differential gene expression in HEp-2 cells infected with human respiratory syncytial virus
Yanbin SU ; Yong LIU ; Ye WANG ; Shuo WANG ; Junyu XUE ; Tianxiao ZHANG ; Xianglei PENG ; Yanpeng ZHENG ; Lishu ZHANG ; Yuanhui FU ; Jinsheng HE
Chinese Journal of Experimental and Clinical Virology 2021;35(5):575-580
Objective:To find clues potentially valuable for fighting against infection with human respiratory syncytial virus (HRSV), the differentially expressed genes in HEp-2 cells infected with HRSV were analyzed.Methods:Gene expression profiles of HEp-2 cells infected with HRSV were collected from the public gene expression omnibus (GEO) database. The differentially expressed genes following HRSV infection at each time point of 4, 8, 12, and 15 hours were found using R language. The differentially expressed genes were analyzed by gene ontology (GO), KEGG pathway and protein-protein interaction network (PPI). Genes with relatively high protein interaction in PPI were randomly selected for quantitative reverse transcription-polymerase chain reaction (qRT-PCR) verification at the transcription level from HEp-2 cells after HRSV infection at 4 hours.Results:A total of 101 differentially expressed genes were determined, including 92 upregulated genes and 9 downregulated genes. Function enrichment analysis revealed that HRSV infection could cause significant changes in multiple signaling pathways such as immune response in HEp-2 cells. The results of qRT-PCR were consistent with the trend of transcriptome data.Conclusions:The differentially expressed genes and the change of signaling pathways in HRSV-infected HEp-2 cells is of great significance to the studies on pathogenic mechanism and prevention of HRSV infection.

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