1.Development and validation of a recognition and classification system for portal hypertensive gastropathy based on deep learning
Haowen GU ; Jie YANG ; Yong XIAO ; Xinyue WAN ; Wei HU ; Xianmu XIE ; Dingpeng HUANG ; Chengming YAO ; Xinliang SHI ; Shiqian LIU ; Li HUANG ; Chi ZHANG ; Biqing ZHENG ; Mingkai CHEN
Chinese Journal of Digestive Endoscopy 2025;42(10):789-795
Objective:To develop a deep learning-based system for real-time recognition and classification of portal hypertensive gastropathy (PHG) and evaluate its ability to assist junior endoscopists.Methods:A total of 2 848 gastroscopy images from 832 patients with liver cirrhosis were selected from Digestive Endoscopy Center databases of Renmin Hospital of Wuhan University, Wuhan Hospital of Traditional Chinese and Western Medicine, and the Second Hospital of Jingzhou from January 2015 to October 2023. This system referred to 3 endoscopic features of Baveno Ⅱ scoring system. Three models were developed respectively for gastric antral vascular ectasia (GAVE), mosaic-like pattern (MLP), and red marks (RM). The specific classification references were as follows: (1) GAVE model: 0 no, 1 yes; (2) MLP model: 0 no, 1 mild, 2 severe; (3) RM model: 0 no, 1 isolated, 2 fused. The classification results for endoscopic characteristics of PHG of 3 endoscopy experts were taken as the gold standard. The yolov8-m model was used for training. The training dataset, validation dataset, and test dataset were allocated at a ratio of 8∶1∶1. The test dataset was used to evaluate the performance of models and their auxiliary effects on endoscopists. The accuracy, recall, precision, specificity and Kappa coefficient were calculated. Results:The accuracy, recall, specificity of GAVE model were 96.0% (48/50), 87.5% (7/8) and 97.6% (41/42). There was no significant difference between its accuracy and the gold standard ( χ2=316.226, P=1.000). The precision of GAVE1 and GAVE0 were 87.5% (7/8) and 97.6% (41/42) respectively. The accuracy of MLP model was 84.1% (132/157), and there was no significant difference compared with the gold standard ( χ2=3.286, P=0.193). The precision and recall of MLP2 were 88.2% (15/17) and 75.0% (15/20). The precision and recall of MLP1 were 77.9% (60/77) and 88.2% (60/68). The precision and recall of MLP0 were 90.5% (57/63) and 82.6% (57/69). The accuracy of RM model was 87.9% (123/140), and there was no significant difference compared with the gold standard ( χ2=2.891, P=0.409). The precision and recall of RM2 were 94.7% (18/19) and 78.3% (18/23). The precision and recall of RM1 were 72.2% (26/36) and 81.3% (26/32). The precision and recall of RM0 were 92.9% (79/85) and 92.9% (79/85). The mean accuracy of the three junior endoscopists, with and without the assistance of the GAVE model, MLP model, and RM model, respectively increased from 95.3% to 99.3%, from 83.9% to 91.9%, and from 81.9% to 83.1%. The overall consistency analysis of the 3 junior endoscopists with the gold standard indicated that the consistency of the GAVE model before and after assistance was extremely strong (both an overall Kappa of 1.000); the consistency before assistance of the MLP model was moderate (with an overall Kappa of 0.601), which increased to extremely strong after assistance (with an overall Kappa of 0.964); and the consistency of the RM model before and after assistance was also relatively strong (with an overall Kappa of 0.792 before and 0.798 after). Conclusion:The deep learning system accurately identifies and classifies PHG features and significantly enhances diagnostic performance of junior endoscopists.
2.14-day Dual Therapy With Vonoprazan and Amoxicillin Versus 10-day Bismuth-containing Quadruple Therapy for Eradication of Helicobacter pylori Infection:A Comparative Study
Haihui HUANG ; Yi CHEN ; Biqing WEN ; Xiaolan ZHONG
Chinese Journal of Gastroenterology 2025;30(2):111-115
Background:With the widespread use of vonoprazan-based dual therapy for Helicobacter pylori(Hp)eradication,a comparative analysis of its efficacy and safety against bismuth-containing quadruple therapy is warranted.Aims:To compare the efficacy and safety of vonoprazan and amoxicillin-based 14-day dual therapy and 10-day bismuth-containing quadruple therapy for eradication of Hp infection.Methods:This study is a single-center,prospective,randomized,controlled,open-label,non-inferiority trial.Patients with chronic gastritis,diagnosed with Hp infection and scheduled for eradication therapy at Yuancheng District People's Hospital between December 2023 and December 2025 are planned to enroll in this study and randomly assigned into two groups.Patients in the control group received bismuth-containing quadruple therapy(vonoprazan 20 mg+bismuth potassium citrate 220 mg+amoxicillin 1.0 g+furazolidone 0.1 g,all twice daily)for 10 days,and those in the treatment group received dual therapy(vonoprazan 20 mg twice daily+amoxicillin 1.0 g three times daily)for 14 days.Both groups were supplemented with compound lactobacillus capsule.Adverse events were recorded during the treatment period.Hp eradication was assessed by 13C-or 14C-urea breath test at least four weeks after the completion of therapy.Results:As of the interim analysis,a total of 160 patients have been enrolled in the study,with 80 in each group.The per-protocol(PP)Hp eradication rates were 93.6%(95%CI:85.6%-97.9%)for the treatment group and 94.7%(95%CI:86.8%-98.5%)for the control group,with an intergroup difference of-1.147%(95%CI:-8.5%-6.1%).While in intention-to-treat(ITT)analysis,the Hp eradication rates were 91.2%(95%CI:82.9%-96.4%)for the treatment group and 90.0%(95%CI:81.2%-95.6%)for the control group,with an intergroup difference of 1.25%(95%CI:-7.8%-10.4%).Non-inferiority was confirmed for both PP and ITT analyses(P=0.012,P=0.021).No significant difference in symptoms relieve was observed between the two groups(92.1%vs.91.0%,P=0.81).The incidence of adverse events was significantly lower in the treatment group(7.7%vs.18.4%,P=0.043).The symptoms were mild and required no intervention.Conclusions:The 14-day vonoprazan-amoxicillin dual therapy is non-inferior to 10-day bismuth-containing quadruple therapy in Hp eradication rate with fewer adverse events,making it a preferred option for family-based management and primary care settings for Hp eradication.
3.14-day Dual Therapy With Vonoprazan and Amoxicillin Versus 10-day Bismuth-containing Quadruple Therapy for Eradication of Helicobacter pylori Infection:A Comparative Study
Haihui HUANG ; Yi CHEN ; Biqing WEN ; Xiaolan ZHONG
Chinese Journal of Gastroenterology 2025;30(2):111-115
Background:With the widespread use of vonoprazan-based dual therapy for Helicobacter pylori(Hp)eradication,a comparative analysis of its efficacy and safety against bismuth-containing quadruple therapy is warranted.Aims:To compare the efficacy and safety of vonoprazan and amoxicillin-based 14-day dual therapy and 10-day bismuth-containing quadruple therapy for eradication of Hp infection.Methods:This study is a single-center,prospective,randomized,controlled,open-label,non-inferiority trial.Patients with chronic gastritis,diagnosed with Hp infection and scheduled for eradication therapy at Yuancheng District People's Hospital between December 2023 and December 2025 are planned to enroll in this study and randomly assigned into two groups.Patients in the control group received bismuth-containing quadruple therapy(vonoprazan 20 mg+bismuth potassium citrate 220 mg+amoxicillin 1.0 g+furazolidone 0.1 g,all twice daily)for 10 days,and those in the treatment group received dual therapy(vonoprazan 20 mg twice daily+amoxicillin 1.0 g three times daily)for 14 days.Both groups were supplemented with compound lactobacillus capsule.Adverse events were recorded during the treatment period.Hp eradication was assessed by 13C-or 14C-urea breath test at least four weeks after the completion of therapy.Results:As of the interim analysis,a total of 160 patients have been enrolled in the study,with 80 in each group.The per-protocol(PP)Hp eradication rates were 93.6%(95%CI:85.6%-97.9%)for the treatment group and 94.7%(95%CI:86.8%-98.5%)for the control group,with an intergroup difference of-1.147%(95%CI:-8.5%-6.1%).While in intention-to-treat(ITT)analysis,the Hp eradication rates were 91.2%(95%CI:82.9%-96.4%)for the treatment group and 90.0%(95%CI:81.2%-95.6%)for the control group,with an intergroup difference of 1.25%(95%CI:-7.8%-10.4%).Non-inferiority was confirmed for both PP and ITT analyses(P=0.012,P=0.021).No significant difference in symptoms relieve was observed between the two groups(92.1%vs.91.0%,P=0.81).The incidence of adverse events was significantly lower in the treatment group(7.7%vs.18.4%,P=0.043).The symptoms were mild and required no intervention.Conclusions:The 14-day vonoprazan-amoxicillin dual therapy is non-inferior to 10-day bismuth-containing quadruple therapy in Hp eradication rate with fewer adverse events,making it a preferred option for family-based management and primary care settings for Hp eradication.
4.Development and validation of a recognition and classification system for portal hypertensive gastropathy based on deep learning
Haowen GU ; Jie YANG ; Yong XIAO ; Xinyue WAN ; Wei HU ; Xianmu XIE ; Dingpeng HUANG ; Chengming YAO ; Xinliang SHI ; Shiqian LIU ; Li HUANG ; Chi ZHANG ; Biqing ZHENG ; Mingkai CHEN
Chinese Journal of Digestive Endoscopy 2025;42(10):789-795
Objective:To develop a deep learning-based system for real-time recognition and classification of portal hypertensive gastropathy (PHG) and evaluate its ability to assist junior endoscopists.Methods:A total of 2 848 gastroscopy images from 832 patients with liver cirrhosis were selected from Digestive Endoscopy Center databases of Renmin Hospital of Wuhan University, Wuhan Hospital of Traditional Chinese and Western Medicine, and the Second Hospital of Jingzhou from January 2015 to October 2023. This system referred to 3 endoscopic features of Baveno Ⅱ scoring system. Three models were developed respectively for gastric antral vascular ectasia (GAVE), mosaic-like pattern (MLP), and red marks (RM). The specific classification references were as follows: (1) GAVE model: 0 no, 1 yes; (2) MLP model: 0 no, 1 mild, 2 severe; (3) RM model: 0 no, 1 isolated, 2 fused. The classification results for endoscopic characteristics of PHG of 3 endoscopy experts were taken as the gold standard. The yolov8-m model was used for training. The training dataset, validation dataset, and test dataset were allocated at a ratio of 8∶1∶1. The test dataset was used to evaluate the performance of models and their auxiliary effects on endoscopists. The accuracy, recall, precision, specificity and Kappa coefficient were calculated. Results:The accuracy, recall, specificity of GAVE model were 96.0% (48/50), 87.5% (7/8) and 97.6% (41/42). There was no significant difference between its accuracy and the gold standard ( χ2=316.226, P=1.000). The precision of GAVE1 and GAVE0 were 87.5% (7/8) and 97.6% (41/42) respectively. The accuracy of MLP model was 84.1% (132/157), and there was no significant difference compared with the gold standard ( χ2=3.286, P=0.193). The precision and recall of MLP2 were 88.2% (15/17) and 75.0% (15/20). The precision and recall of MLP1 were 77.9% (60/77) and 88.2% (60/68). The precision and recall of MLP0 were 90.5% (57/63) and 82.6% (57/69). The accuracy of RM model was 87.9% (123/140), and there was no significant difference compared with the gold standard ( χ2=2.891, P=0.409). The precision and recall of RM2 were 94.7% (18/19) and 78.3% (18/23). The precision and recall of RM1 were 72.2% (26/36) and 81.3% (26/32). The precision and recall of RM0 were 92.9% (79/85) and 92.9% (79/85). The mean accuracy of the three junior endoscopists, with and without the assistance of the GAVE model, MLP model, and RM model, respectively increased from 95.3% to 99.3%, from 83.9% to 91.9%, and from 81.9% to 83.1%. The overall consistency analysis of the 3 junior endoscopists with the gold standard indicated that the consistency of the GAVE model before and after assistance was extremely strong (both an overall Kappa of 1.000); the consistency before assistance of the MLP model was moderate (with an overall Kappa of 0.601), which increased to extremely strong after assistance (with an overall Kappa of 0.964); and the consistency of the RM model before and after assistance was also relatively strong (with an overall Kappa of 0.792 before and 0.798 after). Conclusion:The deep learning system accurately identifies and classifies PHG features and significantly enhances diagnostic performance of junior endoscopists.
5.Analysis of differentially expressed microRNA and protein expression profiles carried by exosomes in the plasma of patients with Takayasu′s arteritis
Biqing HUANG ; Jing LI ; Xinping TIAN ; Xiaofeng ZENG
Chinese Journal of Internal Medicine 2023;62(1):61-69
Objective:To detect the microRNAs (miRNAs) and proteins carried by exosomes in the plasma of patients with newly diagnosed Takayasu′s arteritis (TAK) and analyze their possible roles in the pathogenesis of TAK.Methods:Ten patients with newly diagnosed TAK from the Department of Rheumatology and Immunology, Peking Union Medical College Hospital were selected during June-November 2020. Five healthy controls were matched with five patients by age and sex. RNA sequencing and protein mass spectrometry were used to detect miRNAs and proteins, respectively, carried by exosomes in the plasma. Differentially expressed miRNAs (DE-miRNAs) and proteins (DEPs) were screened. Thereafter, hierarchical cluster analysis, function, signal pathway, and protein domain enrichment analysis of DE-miRNAs and DEPs were performed. Finally, miRNAs and proteins related to vasculitis and autoimmunity were identified. The possible roles of the miRNAs and proteins in the pathogenesis of TAK were explored. Enumeration data were compared using Fisher′s exact probability test or Chi-square test, and a P-value<0.05 was considered significant. Results:Compared with the healthy controls, patients with TAK had 29 DE-miRNAs on their plasma exosomes. Among these DE-miRNAs, miR-101-3p, miR-122-5p, miR-143-3p, miR-185-3p, miR-192-5p, miR-194-5p, miR-19a-3p, miR-19b-3p, miR-20b-5p, miR-21-5p, miR-22-3p, miR-335-5p, miR-34a-5p, miR-3613-5p, miR-548ad-5p, miR-590-3p, and miR-7-5p were upregulated; whereas miR-1249-3p, miR-141-3p, miR-199a-5p, miR-199b-5p, miR-200a-3p, miR-200c-3p, miR-204-5p, miR-29c-5p, miR-335-3p, miR-381-3p, miR-4433b-5p, and miR-584-5p were downregulated. Finally, miR-34a-5p, miR-200c-3p, miR-143-3p, miR-22-3p, and miR-21-5p were identified. Among the 357 DEPs screened, 236 DEPs were upregulated, whereas 121 DEPs were downregulated. Finally, kallikrein B1 (KLKB1), kininogen 1 (KNG1), desmoplakin (DSP) were identified.Conclusion:MiR-34a-5p, miR-200c-3p, miR-143-3p, miR-22-3p, miR-21-5p, KLKB1, KNG1, and DSP carried by exosomes in plasma might participate in the pathogenesis of TAK by regulating vascular physiology, inflammation, autoimmunity, and other processes. They may be biomarkers and therapeutic targets of TAK.
6.Effect of age-related white matter changes on long-term first symptomatic ischemic stroke events in the oldsters
Shuyun HUANG ; Jiancong LU ; Chengguo ZHANG ; Guode LI ; Yukai WANG ; Guohua ZHANG ; Jianping LIU ; Yanyun FENG ; Weiping ZHANG ; Biqing LIN ; Haiqun XIE
Chinese Journal of Neuromedicine 2019;18(7):700-704
Objective To study the effect of age-related white matter changes (ARWMC) on first symptomatic ischemic stroke events in the oldsters. Methods For the prospective study, a total of 368 eligible oldsters were enrolled in the study from January 2010 to August 2012. The degrees of ARWMC were assessed by ARWMC scale;according to the scores, they were divided into non ARWMC group, mild-moderate ARWMC group and severe ARWMC group. The patients were followed up once every 3 months. The clinical endpoint events and time (first symptomatic ischemic stroke, myocardial infarction and all-cause death) were recorded. Analyses of variance and Chi-square test were used to compare the differences of clinical data among the 3 groups. COX regression was used to assess the risk differences of first symptomatic ischemic stroke in the oldsters of three groups. Results After an average of follow-up for 48.7 months, 50 participants (13.6%) had first symptomatic ischemic stroke;25 (25.8%) were categorized as the severe ARWMC group, 22 (10.9%) were as the mild-medium group, and 3 (4.4%) were as the non ARWMC group. Among the three groups, the differences in age, history of hypertension, systolic blood pressure, incidence of clinical endpoint events and first symptomatic ischemic stroke, and follow-up time of endpoint events were statistically significant (P<0.05); patients from the severe ARWMC group were the oldest, and had the longest history of hypertension, the highest systolic blood pressure, the highest incidence of clinical end events and first symptomatic ischemic stroke, and the shortest follow-up period for clinical end events. COX regression analysis showed that the risk of first symptomatic ischemic stroke in the severe ARWMC group was about 8 times higher than that in the non ARWMC group (hazard ratio=9.012, 95%CI: 2.310-35.154, P=0.002). Conclusion In oldsters, severe ARWMC often accompany hypertension history and poor blood pressure controll, and it is an independent and serious risk factor for long-term first symptomatic ischemic stroke.
7.Analysis of clinical phenotype and genotype of unstable Hemoglobin Rush.
Shijun GE ; Biqing YANG ; Wei YI ; Kai HUANG ; Hongxian LIU ; Xiaoqin HUANG ; Jiayou CHU ; Zhaoqing YANG
Chinese Journal of Medical Genetics 2017;34(1):15-20
OBJECTIVETo analyze the hematological and genetic characteristics of unstable hemoglobin Rush (Hb Rush) and compound heterozygote of Hb Rush and thalassemia.
METHODSPeripheral blood samples and genomic DNA from three patients (including two ethnic Dai and one Han Chinese) with anemia of undetermined origin were collected. Hematological phenotypes of these patients were determined through red blood cell analysis and hemoglobin electrophoresis. Genotypes of alpha- and beta-globin genes, -158 XmnⅠ polymorphic site ofγ promoter region, and haplotypes of 7 polymorphic restriction sites in the beta-globin gene cluster were determined using PCR-based methods and DNA sequencing.
RESULTSAll patients have presented hypochromic microcytic anemia and hemoglobin fraction with significant increased measurement (30.5%-59.2%) in the region of fetal hemoglobin during alkaline medium electrophoresis. DNA analysis suggested that all patients have carried mutations leading to the unstable hemoglobin Rush (HBB codon 101, GAG>CAG, Glu>Gln). Two of them were compound heterozygotes of Hb Rush and thalassemia mutations of -α,CD17 and Hb E, respectively. Hb Rush mutation was associated with various haplotypes of the β-globin gene cluster. No significant association was found between increased abnormal hemoglobin fraction in the region of Hb F and the polymorphism ofγ promoter or large deletion of the beta-globin gene cluster.
CONCLUSIONThis study has confirmed the distribution of Hb Rush among various Chinese populations and is the third report of its kind. Hb Rush can result in increased measurement of hemoglobin fraction in the region of fetal hemoglobin (Hb F) during routine hemoglobin electrophoresis under alkaline condition. Hb Rush heterozygote alone can lead to hypochromic microcytic anemia and thalassemia-like phenotype. Prenatal diagnosis of Hb Rush is necessary for carriers.
Adult ; Base Sequence ; Blood Protein Electrophoresis ; methods ; Female ; Fetal Hemoglobin ; genetics ; metabolism ; Genotype ; Haplotypes ; Hemoglobins, Abnormal ; genetics ; metabolism ; Heterozygote ; Humans ; Infant ; Mutation ; Phenotype ; Polymorphism, Genetic ; Sequence Analysis, DNA ; methods ; Thalassemia ; blood ; diagnosis ; genetics ; Young Adult ; alpha-Globins ; genetics ; metabolism ; beta-Globins ; genetics ; metabolism
8.Application of modified controllable lateral prone position in thoracoscope resection of esophageal carcinoma
Shiyu HUANG ; Jun LI ; Ting CHEN ; Jiecheng LIN ; Xiaojing CHEN ; Yunping SU ; Biqing HUANG ; Meilan HUANG
Chinese Journal of Modern Nursing 2015;21(5):607-608,609
Objective To investigate the effect of modified controllable lateral prone position in thoracoscope resection of esophageal carcinoma. Methods From December 2011 to December 2013, 200 cases of esophageal cancer patients treated by thoracoscope resection were randomly divided into observation group and control group, with 100 cases each. Observation group adopted the modified controllable lateral prone position, and the control group was given the traditional lateral position. The different postures of the skin pressure situation, operation field exposure, anesthesia cost and doctors′ satisfaction and so on were compared between two groups. Results The incidence of skin complications, operation time, anesthesia cost in the observation group were 4. 0%, (78 ± 20) min and (1 812 ± 490) RMB, respectively, which were significantly lower than those in the control group (χ2/t=4. 348,-13. 929,-3. 683, respectively;P<0. 05). The doctor satisfaction of the observation group was 99% which was significantly higher than 93% of the control group (χ2 =4. 688, P<0. 05). Conclusions The modified controllable lateral prone position can fully expose the operation field during thoracoscope resection of esophageal carcinoma, reduce the operation time, make sure patients safety and comfort, reduce the skin complications, decrease the cost of anesthesia, so it is worthy of clinical popularization and application.
9.Comparative Study of the Character of Release in vitro between New MU-AN Ophthalmic Gel and the Old
Haiying XIAO ; Chang GUO ; Qun HE ; Guangyu CHEN ; Shi WANG ; Biqing ZHAO ; Lue HUANG
China Pharmacist 2014;(4):574-577,578
Objective:To search the release in vitro of new MU-AN ophthalmic gel consist of ganciclovir instead of aciclovir is whether better than the Old. Methods:Using the content of ganciclovir and acyclovir as the index, taking the second oar method ( in Ch. P 2010), drug release in vitro test was investigated. Results:The character of drug release of new MU-AN ophthalmic gel was e-qual to the old, the rate of drug release was similar, The amount of drug release was the same. Both drugs met the requirements of clin-ical medication. The character corneal permeability of new MU-AN ophthalmic gel was better than the old. Gel matrix had no influ-ences on drug release, drug would be bring treatment effect after the way that it was released quickly then was dissolved in tear. Con-clusion:The drug release characteristics consistent with ophthalmic preparation requirements. The character of drug release of new MU-AN ophthalmic gel consist of ganciclovir instead of aciclovir is equal to the old, the time administer drug and interval time is gener-ally scientific, reasonable and feasible, providing the basis for the pharmacodynamics , toxicology and clinical study in the next step.

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