1.Construction and verification of intelligent endoscopic image analysis system for monitoring upper gastrointestinal blind spots
Xiaoquan ZENG ; Zehua DONG ; Lianlian WU ; Yanxia LI ; Yunchao DENG ; Honggang YU
Chinese Journal of Digestive Endoscopy 2024;41(5):391-396
Objective:To construct an intelligent endoscopic image analysis system that could monitor the blind spot of the upper gastrointestinal tract, and to test its performance.Methods:A total of 87 167 upper gastrointestinal endoscopy images (dataset 1) including 75 551 for training and 11 616 for testing, and a total of 2 414 pharyngeal images (dataset 2) including 2 233 for training and 181 for testing were retrospectively collected from the Digestive Endoscopy Center of Renmin Hospital of Wuhan University between 2016 to 2020. A 27-category-classification model for blind spot monitoring in the upper gastrointestinal tract (model 1, which distinguished 27 anatomical sites such as the pharynx, esophagus, and stomach) and a 5-category-classification model for blind spot monitoring in the pharynx (model 2, which distinguished palate, posterior pharyngeal wall, larynx, left and right pyriform sinuses) were constructed. The above models were trained and tested based on dataset 1 and 2, respectively, and trained based on the EfficientNet-B4, ResNet50 and VGG16 models of the keras framework. Thirty complete upper gastrointestinal endoscopy videos were retrospectively collected from the Digestive Endoscopy Center of Renmin Hospital of Wuhan University in 2021 to test model 2 blind spot monitoring performance.Results:The cross-sectional comparison results of the accuracy of model 1 in identifying 27 anatomical sites of the upper gastrointestinal tract in images showed that the mean accuracy of EfficientNet-B4, ResNet50, and VGG16 were 90.90%, 90.24%, and 89.22%, respectively, with the EfficientNet-B4 model performance the best, and the accuracy of EfficientNet-B4 model for each site ranged from 80.49% to 97.80%. The cross-sectional comparison results of the accuracy of model 2 in identifying the 5 anatomical sites of the pharynx in the images showed that the mean accuracy of EfficientNet-B4, ResNet50, and VGG16 were 99.40%, 98.56%, and 97.01%, respectively, in which the EfficientNet-B4 model had the best performance, and the accuracy of EfficientNet-B4 model for each site ranged from 96.15% to 100.00%. The overall accuracy of model 2 in identifying the 5 anatomical sites of the pharynx in the video was 97.33% (146/150).Conclusion:The intelligent endoscopic image analysis system based on deep learning can monitor blind spots in the upper gastrointestinal tract, coupled with pharyngeal blind spot monitoring and esophagogastroduodenal blind spot monitoring functions. The system shows high accuracy in both images and videos, which is expected to have a potential role in clinical practice and assisting endoscopists to achieve full observation of the upper gastrointestinal tract.
2.Changes of iron metabolism in patients with hepatitis B cirrhosis complicated with esophageal and gastric varices and portal vein thrombosis
Sitao YE ; Yingjie AI ; Xinghuan LI ; Ye FANG ; Siyu JIANG ; Xiaoquan HUANG ; Shiyao CHEN
Journal of Chinese Physician 2024;26(4):489-493
Objective:To explore the changes of iron metabolism in patients with hepatitis B cirrhosis and esophageal and gastric varices complicated with portal vein thrombosis.Methods:This study was a cross-sectional study. 253 patients with hepatitis B cirrhosis with esophageal and gastric varices who were hospitalized in the Zhongshan Hospital, Fudan University from January 1, 2020 to December 31, 2021 were included in this study. They were divided into portal vein thrombosis group ( n=57) and non portal vein thrombosis group ( n=196) according to the presence or absence of portal vein thrombosis. The iron metabolism characteristics of the two groups were compared, and subgroups were analyzed according to the presence or absence of ascites, platelet count level, D-dimer level, and Child grade. The factors related to portal vein thrombosis were screened through multivariate logistic regression analysis. Results:The ratio of Child pugh B/C, ascites, D-dimer and platelet count in patients with hepatitis B cirrhosis and esophageal and gastric varices complicated with portal vein thrombosis was higher (all P<0.05). Patients with portal vein thrombosis had higher levels of soluble transferrin receptor [2.4(1.8, 3.6)mg/L vs 1.8(1.3, 2.7)mg/L, P=0.006], and lower levels of ferritin [33.1(18.9, 63.3)ng/ml vs 57.7(19.4, 142.5)ng/ml, P=0.038]. Layered analysis showed that ascites, platelet count levels, D-dimer levels, and Child-pugh grade did not affect the negative correlation trend between ferritin and portal vein thrombosis, and the positive correlation trend between soluble transferrin receptors and portal vein thrombosis. Moreover, soluble transferrin receptors showed a statistically significant positive correlation with portal vein thrombosis in the absence of ascites, low D-dimer levels, and Child-pugh grade A. Multivariate analysis suggested that after weighing Child-pugh grading, platelet count, and D-dimer levels, ferritin ( OR=0.943, 95% CI: 0.904-0.983, P=0.006) and soluble transferrin receptor ( OR=1.034, 95% CI: 0.001-1.067, P=0.044) were independently associated with portal vein thrombosis. Conclusions:In patients with hepatitis B cirrhosis with esophageal and gastric varices, the characteristics of iron metabolism in patients with portal vein thrombosis are different from those in patients without thrombosis, with higher levels of soluble transferrin receptor and lower levels of ferritin.
3.Current Status of Outcome Indicators in Randomized Controlled Trials of Traditional Chinese Medicine for Treating Chronic Atrophic Gastritis
Jie ZHANG ; Yaxi SHANG ; Qingrui YANG ; Yuyu LEI ; Huan CHEN ; Cailing LI ; Yu KANG ; Xiaoquan DU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(17):193-202
ObjectiveThis paper aims to analyze the current status of outcome indicators in randomized controlled trials (RCT) of traditional Chinese medicine (TCM) for treating chronic atrophic gastritis (CAG), so as to provide references for constructing the core outcome set (COS) of TCM in the treatment of CAG. MethodChina National Knowledge Infrastructure (CNKI), Wanfang, VIP, SinoMed, PubMed, Embase, and Cochrane Library databases were searched for RCTs of TCM in the treatment of CAG in the last five years. The risk of bias of included studies was evaluated, and the selection status of outcome indicators was statistically analyzed. ResultA total of 150 RCTs were included, with a sample size of 44-398 cases. 164 outcome indicators were reported, with an application frequency of 1 229 times. The outcome indicators were classified into seven indicator domains according to functional attributes, followed by physical and chemical examination (69.41%), TCM syndrome (12.69%), symptoms and signs (11.15%), safety indicators (5.37%), quality of life (0.65%), long-term prognosis (0.65%), and economic evaluation (0.08%). According to the statistical analysis, there were problems in the selection of outcome indicators in RCTs of TCM for treating CAG, including various indicators, non-standard name reports, unclear primary and secondary indicators, random combination of subjective and objective indicators, neglected patient report outcome indicators, missing long-term prognosis and economic indicators, insufficient reporting of safety indicators, and inconsistent measurement tools and measurement time points. ConclusionIn the past five years, there have been many problems in the selection of outcome indicators in RCTs of TCM for treating CAG. It is necessary to actively promote the construction of the COS of TCM in the treatment of CAG and promote the high-quality development of clinical research of TCM.
4.A national questionnaire survey on endoscopic treatment for gastroesophageal varices in portal hypertension in China
Xing WANG ; Bing HU ; Yiling LI ; Zhijie FENG ; Yanjing GAO ; Zhining FAN ; Feng JI ; Bingrong LIU ; Jinhai WANG ; Wenhui ZHANG ; Tong DANG ; Hong XU ; Derun KONG ; Lili YUAN ; Liangbi XU ; Shengjuan HU ; Liangzhi WEN ; Ping YAO ; Yunxiao LIANG ; Xiaodong ZHOU ; Huiling XIANG ; Xiaowei LIU ; Xiaoquan HUANG ; Yinglei MIAO ; Xiaoliang ZHU ; De'an TIAN ; Feihu BAI ; Jitao SONG ; Ligang CHEN ; Yingcai MA ; Yifei HUANG ; Bin WU ; Xiaolong QI
Chinese Journal of Digestive Endoscopy 2024;41(1):43-51
Objective:To investigate the current status of endoscopic treatment for gastroesophageal varices in portal hypertension in China, and to provide supporting data and reference for the development of endoscopic treatment.Methods:In this study, initiated by the Liver Health Consortium in China (CHESS), a questionnaire was designed and distributed online to investigate the basic condition of endoscopic treatment for gastroesophageal varices in portal hypertension in 2022 in China. Questions included annual number and indication of endoscopic procedures, adherence to guideline for preventing esophagogastric variceal bleeding (EGVB), management and timing of emergent EGVB, management of gastric and isolated varices, and improvement of endoscopic treatment. Proportions of hospitals concerning therapeutic choices to all participant hospitals were calculated. Guideline adherence between secondary and tertiary hospitals were compared by using Chi-square test.Results:A total of 836 hospitals from 31 provinces (anotomous regions and municipalities) participated in the survey. According to the survey, the control of acute EGVB (49.3%, 412/836) and the prevention of recurrent bleeding (38.3%, 320/836) were major indications of endoscopic treatment. For primary [non-selective β-blocker (NSBB) or endoscopic therapies] and secondary prophylaxis (NSBB and endoscopic therapies) of EGVB, adherence to domestic guideline was 72.5% (606/836) and 39.2% (328/836), respectively. There were significant differences in the adherence between secondary and tertiary hospitals in primary prophylaxis of EGVB [71.0% (495/697) VS 79.9% (111/139), χ2=4.11, P=0.033] and secondary prophylaxis of EGVB [41.6% (290/697) VS 27.3% (38/139), χ2=9.31, P=0.002]. A total of 78.2% (654/836) hospitals preferred endoscopic therapies treating acute EGVB, and endoscopic therapy was more likely to be the first choice for treating acute EGVB in tertiary hospitals (82.6%, 576/697) than secondary hospitals [56.1% (78/139), χ2=46.33, P<0.001]. The optimal timing was usually within 12 hours (48.5%, 317/654) and 12-24 hours (36.9%, 241/654) after the bleeding. Regarding the management of gastroesophageal varices type 2 and isolated gastric varices type 1, most hospitals used cyanoacrylate injection in combination with sclerotherapy [48.2% (403/836) and 29.9% (250/836), respectively], but substantial proportions of hospitals preferred clip-assisted therapies [12.4% (104/836) and 26.4% (221/836), respectively]. Improving the skills of endoscopic doctors (84.2%, 704/836), and enhancing the precision of pre-procedure evaluation and quality of multidisciplinary team (78.9%, 660/836) were considered urgent needs in the development of endoscopic treatment. Conclusion:A variety of endoscopic treatments for gastroesophageal varices in portal hypertension are implemented nationwide. Participant hospitals are active to perform emergent endoscopy for acute EGVB, but are inadequate in following recommendations regarding primary and secondary prophylaxis of EGVB. Moreover, the selection of endoscopic procedures for gastric varices differs greatly among hospitals.
5.Para-esophageal and para-gastric vessels affect the secondary prophylactic efficacy of endoscopic treatment for varices
Ling WU ; Sanqiang WANG ; Yingjie AI ; Xiaoquan HUANG ; Feng LI ; Shiyao CHEN
Chinese Journal of Clinical Medicine 2024;31(3):347-352
Objective To evaluate the effect of para-esophageal and para-gastric vessels(PEPGV)on endoscopic secondary prophylaxis for varices.Methods The clinical data of patients with cirrhosis-related esophagogastric varices(EGV)who underwent endoscopic variceal ligation and/or obliteration,and had hepatic venous pressure gradient(HVPG)result between January 2020 and December 2020 in Zhongshan Hospital,Fudan University were retrospectively analyzed.Patients were divided into a group without PEPGV and a group with PEPGV based on CT imaging of the portal vein.The main outcome was 2-year re-bleeding.Results A total of 69 patients were included,and 27 of them had PEPGV.There was no statistical difference in baseline characteristics,blood indexes(included hemoglobin level,prothrombin time and albumin level),HVPG,and the secondary prophylactic endoscopic treatment ways between the two groups.A total of 25 patients experienced re-bleeding within 2 years after endoscopic treatment,including 15 in the group with PEPGV and 10 in the group without PEPGV.Kaplan-Meier analysis showed that the cumulative 2-year re-bleeding rate was significantly higher in the group with PEPGV than in the group without PEPGV(60.07%vs 32.79%,P=0.022).Further multivariate Cox analysis showed that PEPGV was an independent predictor of re-bleeding after endoscopic treatment in EGV patients(HR=2.33,95%CI 1.01-5.39,P=0.047).Conclusions The PEPGV is an independent predictor of re-bleeding after endoscopic treatment in EGV patients.It is suggested that when patients with EGV receive endoscopic treatment to prevent re-bleeding,portal vascular CT is suggested to evaluate PEPGV.For patients with giant extraluminal vascular masses,fully evaluating other treatment options such as transjugular intrahepatic portosystemic shunt,or adjusting endoscopic treatment ways is recommended.
6.Assessment of bleeding risk for early anticoagulation after endoscopic cyanoacrylate injection in cirrhosis patients with gastric varices and portal vein thrombosis
Huishan WANG ; Ye FANG ; Sitao YE ; Xinghuan LI ; Xiaoquan HUANG ; Jian WANG ; Lili MA ; Shiyao CHEN
Chinese Journal of Clinical Medicine 2024;31(3):361-366
Objective To explore the effects of anticoagulation treatment to postoperative bleeding events in liver cirrhosis patients with gastric varices and portal vein thrombosis.Methods Patients diagnosed with portal vein thrombosis and treated with endoscopic cyanoacrylate injection at Zhongshan Hospital,Fudan University due to gastric variceal bleeding from January 2023 to December 2023 were included.Clinical data of patients were collected,and patients were divided into anticoagulant group and non-anticoagulant group based on whether anticoagulant treatment was performed within 48 h after treatment.Re-bleeding in patients was evaluated in 6 weeks of follow-up.Cox regression was used for univariate and multivariate analysis of re-bleeding within 6 weeks after treatment.Results A total of 160 patients were included,of whom 65 patients received anticoagulation treatment within 48 h after endoscopic cyanoacrylate injection.There were no statistically significant differences in gender,etiology of liver cirrhosis,dosage of cyanoacrylate and sclerosing agents,and Child-Pugh grading between the two groups.There was no statistically significant difference in re-bleeding rate within 6 weeks after treatment between the two groups(1.54%vs 1.05%,P=0.795).Multivariate Cox regression analysis showed that the large amount of cyanoacrylate was a risk factor for re-bleeding within 6 weeks after endoscopic treatment(HR=5.862,P=0.015).Conclusions For patients with liver cirrhosis,gastric varices,and portal vein thrombosis,who receive endoscopic cyanoacrylate injection,early anticoagulation does not increase the risk of re-bleeding after treatment,while a large amount of cyanoacrylate injection may be a risk factor for re-bleeding.However,sample should be increased to verify.
7.The value of EIGR in predicting prognosis of patients with acute ischemic stroke with large vessel occlusion
Xiaohui LI ; Xuan WANG ; Xiaoquan XU ; Hua LI ; Li JI ; Lina MAO ; Fen WAN ; Yao WANG ; Lili JIANG ; Xufeng CHEN ; Lei JIANG
Chinese Journal of Emergency Medicine 2024;33(10):1421-1426
Objective:To investigate the effect of Early infarct growth rate(EIGR) on the prognosis of patients with acute large vessel occlusive ischemic stroke.Methods:A total of 164 patients with acute large vessel occlusive ischemic stroke were enrolled in the emergency department of the First Affiliated Hospital of Nanjing Medical University from January 1, 2020 to December 31, 2022.According to the change of the National Institutes of Health Stroke Scale (NIHSS) score at admission and 72 h after treatment, the patients were divided into good prognosis group and poor prognosis group. The basic clinical data of the two groups were observed and compared. The risk factors of poor prognosis were analyzed by univariate regression. The effect of EIGR on prognosis after age stratification was further analyzed.Results:Comparing the clinical data of the two groups, there was no difference in EIGR (mL/h) (7.67 vs. 8.24, P=0.211) between the two groups. The product between EIGR and age was included as the interaction term, and the result of the interaction term in the model was statistically significant ( OR=1.002, 95% CI: 1.000-1.003, P=0.032) .Moreover, the result was still statistically significant after adjusting for relevant variables (gender, history of hypertension, history of atrial fibrillation, history of diabetes, history of coronary heart disease, and history of stroke) ( OR=1.002, 95% CI:1.000-1.003, P=0.027). Subgroup analysis was performed according to the median age (71 years). In the elderly group, the proportion of poor prognosis was higher with fast core infarction growth rate defined by 25 mL/h and 15 mL/h ( P < 0.05).In the younger age group, there was no significant difference in the proportion of poor prognosis in the fast core infarction growth rate compared with the slow type ( P > 0.05). Conclusions:EIGR can predict the early clinical outcome early in elderly patients with large vessel occlusive ischemic stroke.
8.Overview of systematic review on TCM for functional dyspepsia
Huan CHEN ; Bo NING ; Jie ZHANG ; Cailing LI ; Yun LI ; Xiaoquan DU
International Journal of Traditional Chinese Medicine 2023;45(7):898-906
Objective:To re-evaluate the reliability of the conclusions of the systematic reviews (SR)/meta-analysis (MA) of Traditional Chinese Medicine (TCM) in the treatment of functional dyspepsia (FD).Methods:CNKI, CBM, WanFang Data, VIP, PubMed, Cochrane Library, and Embase were searched from the establishment of the database to March 30, 2022. Two researchers independently screened literature and extracted data, and included SRs/MAs in the treatment of FD with TCM. The AMSTAR 2 and GRADE tools were used to evaluate the included the study carried out methodological quality evaluation, outcome evidence quality grading, and descriptive analysis of the main outcome.Results:A total of 28 SRs/MAs were included, with 34 outcome indicators. According to the AMSTAR 2 evaluation results, 21 SRs/MAs were of medium quality, and 7 SRs/MAs were of low quality. The GRADE quality of evidence grading results showed that of the 100 evidence bodies, 13 were of high quality, 58 were of moderate quality, 24 were of low quality, and 5 were of very low quality.Conclusion:TCM in the treatment of FD can improve the clinical efficiency, improve the cure rate, reduce the recurrence rate, and improve the clinical symptoms, but the methodological quality and evidence quality of related SRs/MAs have certain defects, so this conclusion should be treated with caution.
9.Multicenter study on the etiology characteristics of neonatal purulent meningitis
Yanli LIU ; Jiaojiao CAI ; Xiaoyi ZHANG ; Minli ZHU ; Zhenlang LIN ; Yicong PAN ; Junhu ZHENG ; Yiwei ZHAO ; Xiang WANG ; Hongping LU ; Meifang LIN ; Ji WANG ; Haihong GU ; Lizhen WANG ; Keping CHENG ; Yuxuan DAI ; Yuan GAO ; Junsheng LI ; Hongxia FANG ; Na SUN ; Lihua LI ; Xiaoquan LI ; Ying LIU ; Yingyu LI ; Wa GAO ; Minxia LI
Chinese Journal of Infectious Diseases 2023;41(6):393-400
Objective:To study the distribution and antibiotics resistance of the main pathogens of neonatal purulent meningitis in different regions of China.Methods:A retrospective descriptive clinical epidemiological study was conducted in children with neonatal purulent meningitis which admitted to 18 tertiary hospitals in different regions of China between January 2015 to December 2019. The test results of blood and cerebrospinal fluid, and drug sensitivity test results of the main pathogens were collected. The distributions of pathogenic bacteria in children with neonatal purulent meningitis in preterm and term infants, early and late onset infants, in Zhejiang Province and other regions outside Zhejiang Province, and in Wenzhou region and other regions of Zhejiang Province were analyzed. The chi-square test was used for statistical analysis.Results:A total of 210 neonatal purulent meningitis cases were collected. The common pathogens were Escherichia coli ( E. coli)(41.4%(87/210)) and Streptococcus agalactiae ( S. agalactiae)(27.1%(57/210)). The proportion of Gram-negative bacteria in preterm infants (77.6%(45/58)) with neonatal purulent meningitis was higher than that in term infants (47.4%(72/152)), and the difference was statistically significant ( χ2=15.54, P=0.001). There were no significant differences in the constituent ratios of E. coli (36.5%(31/85) vs 44.8%(56/125)) and S. agalactiae (24.7%(21/85) vs 28.8%(36/125)) between early onset and late onset cases (both P>0.05). The most common pathogen was E. coli in different regions, with 46.7%(64/137) in Zhejiang Province and 31.5%(23/73) in other regions outside Zhejiang Province. In Zhejiang Province, S. agalactiae was detected in 49 out of 137 cases (35.8%), which was significantly higher than other regions outside Zhejiang Province (11.0%(8/73)). The proportions of Klebsiella pneumoniae, and coagulase-negative Staphylococcus in other regions outside Zhejiang Province (17.8%(13/73) and 16.4%(12/73)) were both higher than those in Zhejiang Province (2.9%(4/137) and 5.1%(7/137)). The differences were all statistically significant ( χ2=14.82, 12.26 and 7.43, respectively, all P<0.05). The proportion of Gram-positive bacteria in Wenzhou City (60.8%(31/51)) was higher than that in other regions in Zhejiang Province (38.4%(33/86)), and the difference was statistically significant ( χ2=6.46, P=0.011). E. coli was sensitive to meropenem (0/45), and 74.4%(32/43) of them were resistant to ampicillin. E. coli had different degrees of resistance to other common cephalosporins, among which, cefotaxime had the highest resistance rate of 41.8%(23/55), followed by ceftriaxone (32.4%(23/71)). S. agalactiae was sensitive to penicillin, vancomycin and linezolid. Conclusions:The composition ratios of pathogenic bacteria of neonatal purulent meningitis are different in different regions of China. The most common pathogen is E. coli, which is sensitive to meropenem, while it has different degrees of resistance to other common cephalosporins, especially to cefotaxime.
10.Syndrome Differentiation-based Treatment of Diarrhea-predominant Irritable Bowel Syndrome with Chinese Medicine via 5-HT Signaling Pathway: A Review
Qingrui YANG ; Zeyu HU ; Yuyu LEI ; Xinzhu LI ; Huan CHEN ; Wei CUI ; Haitao LIU ; Xiaoquan DU
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(24):250-259
Diarrhea-predominant irritable bowel syndrome (IBS-D) is a chronic functional bowel disorder characterized by abdominal pain and diarrhea, with visceral hypersensitivity and abnormal gastrointestinal dynamics as the pathophysiological basis. The brain-gut interaction plays a role in pain-related functional gastrointestinal disorders, especially IBS-D. 5-Hydroxytryptamine (5-HT), as an important brain-gut peptide regulating gastrointestinal function, affects brain activity, gastrointestinal motility, pain perception, mucosal inflammation, and immune response through brain-gut interaction and is associated with the occurrence and development of IBS-D. In recent years, traditional Chinese medicine (TCM) has shown great potential to mitigate gastrointestinal symptoms and improve the quality of life with its holistic view and treatment based on syndrome differentiation. Studies have shown that TCM treats IBS-D by regulating the 5-HT signaling pathway. With a focus on syndrome differentiation in TCM, this paper systematically describes the efficacy and mechanism of TCM in treating different TCM syndromes of IBS-D via the 5-HT signaling pathway, aiming to provide a scientific basis for TCM treatment of this disease.

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