1.In vitro bench testing using patient-specific 3D models for percutaneous pulmonary valve implantation with Venus P-valve
Yu HAN ; Zehua SHAO ; Zirui SUN ; Yan HAN ; Hongdang XU ; Shubo SONG ; Xiangbin PAN ; De Jaegere Peter P. T. ; Taibing FAN ; Gejun ZHANG
Chinese Medical Journal 2024;137(8):990-996
Background::Due to the wide variety of morphology, size, and dynamics, selecting an optimal valve size and location poses great difficulty in percutaneous pulmonary valve implantation (PPVI). This study aimed to report our experience with in vitro bench testing using patient-specific three-dimensional (3D)-printed models for planning PPVI with the Venus P-valve. Methods::Patient-specific 3D soft models were generated using PolyJet printing with a compliant synthetic material in 15 patients scheduled to undergo PPVI between July 2018 and July 2020 in Central China Fuwai Hospital of Zhengzhou University.Results::3D model bench testing altered treatment strategy in all patients (100%). One patient was referred for surgery because testing revealed that even the largest Venus P-valve would not anchor properly. In the remaining 14 patients, valve size and/or implantation location was altered to avoid valve migration and/or compression coronary artery. In four patients, it was decided to change the point anchoring because of inverted cone-shaped right ventricular outflow tract (RVOT) ( n = 2) or risk of compression coronary artery ( n = 2). Concerning sizing, we found that an oversize of 2-5 mm suffices. Anchoring of the valve was dictated by the flaring of the in- and outflow portion in the pulmonary artery. PPVI was successful in all 14 patients (absence of valve migration, no coronary compression, and none-to-mild residual pulmonary regurgitation [PR]). The diameter of the Venus P-valve in the 3D simulation group was significantly smaller than that of the conventional planning group (36 [2] vs. 32 [4], Z = -3.77, P <0.001). Conclusions::In vitro testing indicated no need to oversize the Venus P-valve to the degree recommended by the balloon-sizing technique, as 2-5 mm sufficed.
2.The role of serum cholinesterase in the prognosis assessment of patients with acute decompensated heart failure
Xiangmei ZHAO ; Yaxin XU ; Zehua WANG ; Lijuan JING ; Haijia YU ; Xianzhi YANG ; Lei YANG ; Lijie QIN
Chinese Journal of Emergency Medicine 2024;33(2):234-241
Objective:To explore the role of serum cholinesterase (CHE) levels in the prognosis of patients with acute decompensated heart failure (ADHF).Methods:Total of 244 consecutive patients with ADHF who were admitted to the emergency department and were successfully discharged were prospectively enrolled from January 2018 to June 2020. Patients were divided into groups according to the first and third quartile of CHE level and the clinical data, laboratory tests and other nutritional indices were recorded after discharge, and then were followed up. The primary end points were the composites of cardiovascular death and hospitalization for worsening HF (composite end points). The secondary end points were all-cause mortality and cardiovascular death. Cox proportional risk analysis, time-dependent Cox regression model or stratified cox regression were used to identify the risk of primary and secondary endpoints. Clinical, biomarker and the compound models of clinical and biomarker were constructed. Kaplan-Meier method was used to plot the survival curves of different groups and compare their differences. Receiver Operating characteristics (ROC) curves were used to compare the area under the curve for CHE levels and other nutritional or prognostic indicators to identify composite end-point events.Results:During a follow-up period of 350(100,683) days, 158 patients reached the composite end points. In the multivariable Cox analysis, cholinesterase level was significantly associated with the composite end points after adjustment for major confounders. Cox proportional risk analysis or time-dependent Cox regression model showed that CHE level was significantly associated with the composite end points, all-cause mortality and cardiovascular mortality in both clinical, biomarker and composite models (all P< 0.05). A Kaplan–Meier analysis revealed that patients with low cholinesterase levels had significantly greater risk of reaching the composite end points than those with middle or high cholinesterase levels (78.1% vs 66.7% vs. 46.7%, P<0.001); Cholinesterase level showed the largest area under the receiver operating characteristic curve (AUROC) of 0.736 (95% CI, 0.664-0.888) for prediction of the composite end points among other nutritional indices. The AUROC of the Global Meta-Analysis Group Chronic Heart Failure (MAGGIC) Risk Score for prediction of the composite end points was increased from 0.704 to 0.762 ( P=0.038), when cholinesterase level was added. Conclusions:Cholinesterase may serve as a simple and effective prognostic marker for predicting adverse outcomes in ADHF patients.
3.The effect of silica in soil on the extraction of biological evidence DNA at the crime scene using the silica bead method
Lu LU ; Zehua GAO ; Tianquan WU ; Liyan YU ; Shenbing GU ; Dongtao JIA
Chinese Journal of Forensic Medicine 2024;39(1):112-114
Objective To study the effect of silica in soil on the extraction of biological evidence DNA at the crime scene using the silica bead method.Methods Mud suspension and diluted blood were mixed to prepare biological samples mixed with dust and soil,which is to simulate biological evidence at the crime scene.Cell lysis was performed using heating lysis and guanidine salt chemical lysis,respectively.DNA was extracted using the silica bead method,amplified by PCR using Identifiler Plus kit and detected by capillary electrophoresis.The electrophoresis results were compared.Using mud suspension instead of silica beads to extract diluted blood DNA to validate the effect of silica in soil on the extraction of biological evidence DNA at crime scene using silica beads method.Results The complete STR loci were obtained after the extraction and amplification of 4 μL,20 μL dilute blood mixed with mud and lysed with heating cracking,whoes average peak heights arel 969.7±376.9 RFU and 9 706.7±349.8 RFU.For the 4 μL dilute blood mixed with mud guanidine salt chemical lysis,it cannot obtain complete STR loci after extraction and amplification.20 μL dilute blood mixed with mud guanidine salt was chemically cleaved and amplified to obtain complete STR loci with an average peak height of 1 899.8±801.3 RFU.After extraction and amplification by mud suspension instead of silica beads to extract 20 μL diluted blood DNA,complete STR loci were obtained.Conclusion Silicon dioxide in soil can bind to DNA in the presence of guanidine salts,leading to a decrease in the efficiency of recovering on-site biological evidence DNA using the silicon bead method.
4.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.
5.An artificial intelligence system based on multi-modal endoscopic images for the diagnosis of gastric neoplasms (with video)
Xiao TAO ; Lianlian WU ; Hongliu DU ; Zehua DONG ; Honggang YU
Chinese Journal of Digestive Endoscopy 2024;41(9):690-696
Objective:To develop an artificial intelligence model based on multi-modal endoscopic images for identifying gastric neoplasms and to compare its diagnostic efficacy with traditional models and endoscopists.Methods:A total of 3 267 images of gastric neoplasms and non-neoplastic lesions under white light (WL) endoscopy and weak magnification (WM) endoscopy from 463 patients at the Digestive Endoscopy Center of Renmin Hospital of Wuhan University from March 2018 to December 2019 were utilized. Two single-modal models (WL model and WM model) were constructed based on WL and WM images separately. WL and WM images of corresponding lesions were combined into image pairs for creating a multi-modal (MM) characteristics integration model. A test set consisting of 696 images of 102 lesions from 97 patients from March 2020 to March 2021 was used to compare the diagnostic efficacy of the single-modal models and a multi-modal model for gastric neoplastic lesions at both the image and the lesion levels. Additionally, video clips of 80 lesions from 80 patients from January 2022 to June 2022 were employed to compare diagnostic efficacy of the WM model, the MM model and 7 endoscopists at the lesion level for gastric neoplasms.Results:In the image test set, the sensitivity and accuracy of MM model were 84.96% (576/678), and 86.89% (1 220/1 289), respectively, for diagnosing gastric neoplasms at the image level, which were superior to 63.13% (113/179) and 80.59% (353/438) of WM model ( χ2=42.81, P<0.001; χ2=10.33, P=0.001), and also better than those of WL model [70.47% (74/105), χ2=13.52, P<0.001; 67.82% (175/258), χ2=57.27, P<0.001]. The MM model showed a sensitivity of 87.50% (28/32), a specificity of 88.57% (62/70), and an accuracy of 88.24% (90/102) at the lesion level. The specificity ( χ2=22.99, P<0.001) and accuracy ( χ2=19.06, P<0.001) were significantly higher than those of WL model; however, there was no significant difference compared with those of the WM model ( P>0.05). In the video test, the sensitivity, specificity and accuracy of the MM model at the lesion level were 95.00% (19/20), 93.33% (56/60) and 93.75% (75/80). These results were significantly better than those of endoscopists, who had a sensitivity of 77.14% (108/140), a specificity of 79.29% (333/420), and an accuracy of 78.75% (441/560), with significant differences ( χ2=18.62, P<0.001; χ2=35.07, P<0.001; χ2=53.12, P<0.001), and was higher than the sensitivity of advanced endoscopists [83.33% (50/60)] with significant difference ( χ2=4.23, P=0.040). Conclusion:The artificial intelligence model based on multi-modal endoscopic images for the diagnosis of gastric neoplasms shows high efficacy in both image and video test sets, outperforming the average diagnostic performance of endoscopists in the video test.
6.Effect of Methylprednisolone on Elderly Patients Undergoing Percutaneous Balloon Kyphoplasty
Zehua ZHENG ; Yuting JIN ; Yu ZHANG
Journal of Medical Research 2023;52(12):172-176
Objective To observe the effect of methylprednisolone on elderly patients undergoing percutaneous balloon kyphoplasty(PKP).Methods A total of 180 elderly patients with PKP due to thoracolumbar fractures under general anesthesia were selected,and randomly divided into methylprednisolone 1mg/kg group(group M)and normal saline control group(group C),with 90 cases in each group.The pain visual analogue scale(VAS),blood glucose,C-reactive protein(CRP),white blood cell(WBC),percentage of neu-trophils,nausea and vomiting scores were recorded before operation,Postanesthesia Care Unit(PACU),2h and 1 day after operation.confusion assessment method(CAM)was used to evaluate the occurrence of postoperative delirium(POD)within 3days after operation,and the quality of life and mortality were assessed at 3months after follow-up.Results The blood glucose level of patients in group M in PACU was significantly higher than that in group C(P<0.05),and the degree of nausea and the incidence of nausea and vomiting in PACU and 2h after operation(8.86%vs 23.38%)were significantly lower than those in group C(P<0.05),and the degree of vomi-ting at 2h after operation was also lower than that in group C(P<0.05).There was no significant difference in the incidence of POD be-tween the two groups within 3days after surgery(11.7%vs 12.7%)(P>0.05).There was no significant difference in CRP,WBC,and neutrophil percentage between the two groups before operation and 1day after operation(P>0.05).There was no significant difference in hospital stay,anesthesia cost and total medical cost between the two groups(P>0.05).There was no significant difference in the 3-month mortality and quality of life score(SF-36)between the two groups(P>0.05).Conclusion The intraoperative application of methylprednisolone can reduce the degree and incidence of postoperative nausea and vomiting in elderly patients with PKP,but it does not reduce the incidence of POD,and can lead to a transient increase in blood glucose level.
7.Role of YAP/OPA1 signaling pathway in propofol-induced reduction of oxygen-glucose deprivation and restoration injury in hippocampal neurons
Zehua WANG ; Xiaoyan MA ; Wenli YU
Chinese Journal of Anesthesiology 2023;43(8):986-990
Objective:To evaluate the role of Yes-associated protein (YAP)/Optic atrophy-1 (OPA1) signaling pathway in propofol-induced reduction of oxygen-glucose deprivation and restoration(OGD/R) injury in hippocampal neurons.Methods:HT22 mouse hippocampal neurons at the logarithmic growth phase were divided into 4 groups ( n=54 each) using a random number table method: control group (group C), group OGD/R, propofol group (group P) and propofol + YAP silencing group (group P + siRNA-YAP). The cells were subjected to O 2-glucose deprivation for 6 h followed by restoration of O 2-glucose supply for 24 h. In group P, propofol 50 μmol/L was added immediately after restoration of O 2-glucose supply. In P+ siRNA-YAP group, siRNA-YAP was transfected at 48 h before model preparation. The viability of neurons was measured by CCK-8 assay, ROS content and apoptosis rate were measured by flow cytometry, the content of malondialdehyde (MDA), activity of superoxide dismutase (SOD) and mitochondrial membrane potential (MMP) were determined by spectrophotometry, the content of mitochondrial ATP was determined by fluorescein fluorescence method, the nuclear translocation of YAP was observed by immunofluorescence, and the expression of YAP, phosphorylated YAP (p-YAP) and OPA1 was detected by Western blot. Results:Compared with group C, the viability of hippocampal neurons was significantly decreased, the contents of ROS and MDA and apoptosis rate were increased, the SOD activity, MMP and mitochondrial ATP content were decreased, the expression of p-YAP protein was up-regulated, OPA1 expression was down-regulated ( P<0.05), and the fluorescence intensity of YAP in nucleus was weakened in group OGD/R. Compared with OGD/R group, the viability of neurons was significantly increased, the contents of ROS and MDA and apoptosis rate were decreased, the activity of SOD, MMP and content of mitochondrial ATP were increased, the expression of p-YAP protein was down-regulated, the expression of OPA1 protein was up-regulated( P<0.05), and the fluorescence intensity of YAP in nucleus was enhanced in P group. Compared with group P, the viability of neurons was significantly decreased, the contents of ROS and MDA and apoptosis rate were increased, the SOD activity, MMP and mitochondrial ATP content were decreased, the expression of p-YAP, YAP and OPA1 was down-regulated ( P<0.05), and the fluorescence intensity of YAP in nucleus was weakened in group P+ siRNA-YAP. Conclusions:The mechanism by which propofol reduces OGD/R injury in hippocampal neurons may be related to activation of YAP/OPA1 signaling pathway.
8.Systematic analysis of epidemiological features of norovirus causing sporadic acute gastroenteritis in China
Zehua LEI ; Xuefeng ZHANG ; Junwei HOU ; Yanan HOU ; Sensen YANG ; Zhijing MA ; Yu LIANG ; Jing ZHANG ; Qiming LI
Chinese Journal of Microbiology and Immunology 2023;43(12):961-968
Objective:To systematically evaluate the prevalence of norovirus causing sporadic acute gastroenteritis in China.Methods:Relevant articles on acute gastroenteritis caused by norovirus in China published between January 2010 and October 2023 were retrieved from Wanfang, CNKI and PubMed database. The articles met inclusion and exclusion criteria were enrolled in this study. Excel software and SPSS20.0 software were used for statistical analysis. The epidemiological features of sporadic cases of acute gastroenteritis caused by norovirus in China were summarized using descriptive statistical analysis.Results:A total of 500 articles were included in this study, involving 784 486 cases of acute gastroenteritis and 670 292 samples in 32 provinces and regions. Norovirus GⅡ was the predominant genogroup causing acute gastroenteritis in China in recent years, but there were significant differences in the distribution of genotypes and epidemic strains at different times. GⅡ.4 was the predominant genotype in each year, and GⅡ.4/2006b and GⅡ.4 /Sydney_2012 were the main epidemic strains. Norovirus-related diarrhea occurred throughout the year, especially between the months of October and December. The incidence of norovirus infection was high in children under five years old and varied in different regions.Conclusions:Norovirus GⅡ was the predominant genogroup causing norovirus-related sporadic acute gastroenteritis in China, but there was an obvious genetic evolutionary trend in the epidemic strains. Factors such as epidemic strains, season and geographical region should be considered when making strategies for the prevention and control of norovirus-related diarrhea and developing vaccines.
9.Expert consensus for the clinical application of autologous bone marrow enrichment technique for bone repair (version 2023)
Junchao XING ; Long BI ; Li CHEN ; Shiwu DONG ; Liangbin GAO ; Tianyong HOU ; Zhiyong HOU ; Wei HUANG ; Huiyong JIN ; Yan LI ; Zhonghai LI ; Peng LIU ; Ximing LIU ; Fei LUO ; Feng MA ; Jie SHEN ; Jinlin SONG ; Peifu TANG ; Xinbao WU ; Baoshan XU ; Jianzhong XU ; Yongqing XU ; Bin YAN ; Peng YANG ; Qing YE ; Guoyong YIN ; Tengbo YU ; Jiancheng ZENG ; Changqing ZHANG ; Yingze ZHANG ; Zehua ZHANG ; Feng ZHAO ; Yue ZHOU ; Yun ZHU ; Jun ZOU
Chinese Journal of Trauma 2023;39(1):10-22
Bone defects caused by different causes such as trauma, severe bone infection and other factors are common in clinic and difficult to treat. Usually, bone substitutes are required for repair. Current bone grafting materials used clinically include autologous bones, allogeneic bones, xenografts, and synthetic materials, etc. Other than autologous bones, the major hurdles of rest bone grafts have various degrees of poor biological activity and lack of active ingredients to provide osteogenic impetus. Bone marrow contains various components such as stem cells and bioactive factors, which are contributive to osteogenesis. In response, the technique of bone marrow enrichment, based on the efficient utilization of components within bone marrow, has been risen, aiming to extract osteogenic cells and factors from bone marrow of patients and incorporate them into 3D scaffolds for fabricating bone grafts with high osteoinductivity. However, the scientific guidance and application specification are lacked with regard to the clinical scope, approach, safety and effectiveness. In this context, under the organization of Chinese Orthopedic Association, the Expert consensus for the clinical application of autologous bone marrow enrichment technique for bone repair ( version 2023) is formulated based on the evidence-based medicine. The consensus covers the topics of the characteristics, range of application, safety and application notes of the technique of autologous bone marrow enrichment and proposes corresponding recommendations, hoping to provide better guidance for clinical practice of the technique.
10.Artificial intelligence-assisted diagnosis system of Helicobacter pylori infection based on deep learning
Mengjiao ZHANG ; Lianlian WU ; Daqi XING ; Zehua DONG ; Yijie ZHU ; Shan HU ; Honggang YU
Chinese Journal of Digestive Endoscopy 2023;40(2):109-114
Objective:To construct an artificial intelligence-assisted diagnosis system to recognize the characteristics of Helicobacter pylori ( HP) infection under endoscopy, and evaluate its performance in real clinical cases. Methods:A total of 1 033 cases who underwent 13C-urea breath test and gastroscopy in the Digestive Endoscopy Center of Renmin Hospital of Wuhan University from January 2020 to March 2021 were collected retrospectively. Patients with positive results of 13C-urea breath test (which were defined as HP infertion) were assigned to the case group ( n=485), and those with negative results to the control group ( n=548). Gastroscopic images of various mucosal features indicating HP positive and negative, as well as the gastroscopic images of HP positive and negative cases were randomly assigned to the training set, validation set and test set with at 8∶1∶1. An artificial intelligence-assisted diagnosis system for identifying HP infection was developed based on convolutional neural network (CNN) and long short-term memory network (LSTM). In the system, CNN can identify and extract mucosal features of endoscopic images of each patient, generate feature vectors, and then LSTM receives feature vectors to comprehensively judge HP infection status. The diagnostic performance of the system was evaluated by sensitivity, specificity, accuracy and area under receiver operating characteristic curve (AUC). Results:The diagnostic accuracy of this system for nodularity, atrophy, intestinal metaplasia, xanthoma, diffuse redness + spotty redness, mucosal swelling + enlarged fold + sticky mucus and HP negative features was 87.5% (14/16), 74.1% (83/112), 90.0% (45/50), 88.0% (22/25), 63.3% (38/60), 80.1% (238/297) and 85.7% (36 /42), respectively. The sensitivity, specificity, accuracy and AUC of the system for predicting HP infection was 89.6% (43/48), 61.8% (34/55), 74.8% (77/103), and 0.757, respectively. The diagnostic accuracy of the system was equivalent to that of endoscopist in diagnosing HP infection under white light (74.8% VS 72.1%, χ2=0.246, P=0.620). Conclusion:The system developed in this study shows noteworthy ability in evaluating HP status, and can be used to assist endoscopists to diagnose HP infection.

Result Analysis
Print
Save
E-mail