1.Impact of ultrasonic image quality on the consistency of artificial intelligence assisted diagnosis system and manual measurements of biological indicators in children with developmental dysplasia of hip
Shuangshuang ZHANG ; Xiaoyi CHEN ; Wei SHI ; Ziyi WANG ; Tong HAN ; Xin YANG ; Dong NI ; Bingxuan HUANG ; Zhixia WU ; Na XU
Chinese Journal of Medical Imaging Technology 2024;40(7):1067-1071
Objective To observe the impact of ultrasonic image quality on the consistency of artificial intelligence(Al)assisted diagnosis system and manual measurements of biological indicators of developmental dysplasia of hip(DDH).Methods Hip ultrasonic data of 75 DDH and 345 non-DDH children were retrospectively analyzed,and the quality of ultrasonic images were subjectively scored.An evaluation model of ultrasonic image quality was constructed based on 140 ultrasonic images acquired from 140 cases(group A,containing 25 DDH and 115 non-DDH)using entropy weighting method,the weight of anatomic structures and impact factors related to DDH were obtained.The comprehensive image quality scores of other ultrasonic images acquired from 280 cases(group B,including 50 DDH and 230 non-DDH)were calculated,and the images in group B were classified into grade A,B and C in descending order.The consistency of AI and manual measurements of DDH biological indicators in group B was assessed.Results The weight of each anatomic structure and impact factors of DDH obtained with the model were as follows:The lower edge of iliac branch>ilium>glenoid labrum>bony margin>femoral head>motion artifacts.In group B,grade A was observed in 67(9 DDH and 58 non-DDH),grade B was found in 160(26 DDH and 134 non-DDH),while grade C was noticed in 53(15 DDH and 38 non DDH)images.Except for β,femoral head coverage(FHC)and femoral head length diameter,the consistencies between AI and manual measurements of other indicators of DDH were grade A>B>C.In group B,AI and manual measurements were more consistent in DDH than in non-DDH cases.Conclusion Ultrasonic image quality affected the consistency between AI and manual measurements of biological indicators of DDH.When image quality was not good enough,further attention should be paid to measurement of FHC and sizes of femoral head.
2.Effect of diabetes on sepsis in patients with pyogenic liver abscess
Haiyan CHEN ; Huimin ZHOU ; Bo WU ; Hanxiao LU ; Shuo ZHANG ; Yuanlong GU ; Jun YANG ; Zhixia DONG
Chinese Journal of Hepatobiliary Surgery 2023;29(8):567-572
Objective:To study the effect of diabetes mellitus (DM) on sepsis in patients with pyogenic liver abscess (PLA).Methods:The clinical data of 116 patients with PLA treated in the Affiliated Hospital of Jiangnan University from January 2021 to May 2022 were retrospectively analyzed, including 64 males and 52 females, aged (62.3±12.6) years old. Patients were divided into DM group ( n=56) and non-DM group ( n=60), which were also divided into the sepsis group ( n=29) and the non-sepsis group ( n=87). The clinical features were compared among the groups, the risk factors of PLA complicated with sepsis were analyzed by multivariate logistic regression. Mediation model was used to analyze how DM affects the development of sepsis. Results:Compared with the non-DM group, patients in DM group had higher incidences of hypertension and acute physiology and chronic health evaluation II, a higher proportion of blood neutrophil count, a higher serum levels of triglyceride, urea nitrogen, fasting blood glucose and glycated hemoglobin at admission. The DM group also higher incidences of hypoproteinemia, pleural effusion, and sepsis, with longer hospital stay and higher hospitalization cost (all P<0.05). The levels of hemoglobin, albumin and hematocrit were lower in DM group (all P<0.05). Multivariate logistic regression analysis showed that comorbidity of DM ( OR=3.431, 95% CI: 1.245-9.455) and abscess with a larger diameter ( OR=1.664, 95% CI: 1.258-2.220) were associated with a higher risk of developing sepsis (all P<0.05). Mediation model showed that neutrophil count and triglyceride were the mediating variables of sepsis in patients with PLA. Conclusion:Comorbidity of diabetes is an independent risk factor of developing sepsis in patients with pyogenic liver abscess. Diabetes may induce sepsis by affecting the neutrophils and triglyceride.
3.Analysis of endoscopic characteristics in 93 cases of early gastric cancer and precancerous lesions after Helicobacter pylori eradication
Zhixia DONG ; Jie XIA ; Shan WU ; Yan SHI ; Meiying ZHU ; Yueqin QIAN ; Xinjian WAN
Chinese Journal of Digestion 2023;43(4):268-273
Objective:To analyze the endoscopic characteristics of early gastric cancer and precancerous lesions after Helicobacter pylori ( H. pylori) eradication. Methods:From May 2019 to June 2022, at Shanghai Sixth People′s Hospital affiliated to Shanghai Jiaotong University School of Medicine, the medical data of patients diagnosed with differentiated early gastric cancer and precancerous lesions were collected. A total of 93 patients with early gastric cancer and precancerous lesions who had previous history of H. pylori infection and had undergone standardized eradication treatment were selected, and their endoscopic characteristics were retrospectively analyzed. Independent sample t-test, chi-square test, and Fisher′s exact test were used for statistical analysis. Results:Among 93 patients with early gastric cancer and precancerous lesions after H. pylori eradication, there were 56 males and 37 females, with an average age of (66.9±8.2) years old. The time after H. pylori eradication was 3.4 years (range 1.0 to 7.0 years). A total of 109 early gastric cancer and precancerous lesions were found, including 79 patients with single lesion and 14 patients with multiple lesions (30 lesions). There were 60 cases with 73 lesions in the early gastric cancer group and 33 cases with 36 lesions in the precancerous group. Among 93 patients, 89 cases (95.7%) were diagnosed with atrophy level above C-2 according to Kimura-Takemoto classification under endoscopy. The long diameter of 109 lesions was (1.38±0.70) cm and the short diameter was (1.04±0.53) cm. A total of 80 lesions (73.4%) were located in the lower 1/3 part of the stomach, and 53 lesions (48.6%) were located in the lesser curvature. A total of 106 lesions (97.2%) were superficial type (0-Ⅱ) under the endoscopy. The long diameter and short diameter in the early gastric cancer group after H. pylori eradication were both greater than those in the precancerous lesion group ((1.54±0.78) cm vs. (1.06±0.35) cm, (1.16±0.58) cm vs. (0.78±0.33) cm), and the differences were statistically significant ( t=3.53 and 3.73, both P<0.001). There was statistically significant difference in the morphological types between early gastric cancer group after H. pylori eradication and precancerous lesion group ( χ2=11.01, P=0.012). The main morphological type of early gastric cancer after H. pylori eradication was superficial depression type (0-Ⅱc), accounting for 45.2% (33/73), while the precancerous lesions were mainly superficial protruded and flat type, both accounting for 38.9% (14/36). Conclusions:After H. pylori eradication, the endoscopic atrophy range of early gastric cancer and precancerous lesions is mostly above C-2. And the lesions are mostly located in the middle and lower 1/3 part of the stomach, long diameter of lesions <20 mm. The main morphological type is superficial type, especially superficial depression type.
4.Application of Highly Selective Protective Vagotomy in Laparoscopic Gastric Fundoplication Surgery
Xiaohu ZHANG ; Shulin REN ; Jing LIU ; Dali AN ; Zhixia LI ; Lei YU ; Jixiang WU
Chinese Journal of Minimally Invasive Surgery 2023;23(12):902-907
Objective To investigate the safety,feasibility,and efficacy of highly selective protective vagotomy in laparoscopic fundoplication.Methods Clinical data of 78 patients who underwent laparoscopic hiatal hernia repair plus fundoplication(short floppy Nissen procedure)for gastroesophageal reflux disease and hiatus hernia from January 2014 to December 2019 in our hospital were retrospectively analyzed.The patients were divided into two groups:the traditional operation group and the vagus nerve protection group.The operation time,blood loss during operation,hospital stay after operation and the incidence of postoperative complications were compared between the two groups.The GERD Q score,DeMeester score,lower esophageal sphincter pressure(LESP),and control of reflux symptoms at 6 months after operation in the two groups were analyzed.Results Both groups of surgeries were successfully completed,and there were no serious intraoperative side injuries.There was no significant difference between the traditionaloperationgroupandthevagusnerveprotectiongroupinoperationtime[(85.5±13.9)minvs.(88.3±18.6)min,t =0.729,P =0.468],intraoperative blood loss[(18.6±8.6)ml vs.(18.1±8.5)ml,t =-0.221,P =0.825],and postoperative transanal exhaust time[(2.0±0.7)d vs.(1.8±1.0)d,t =-1.227,P =0.224].The postoperative hospital stay in the traditional surgical group was significantly longer than that in the vagus nerve protection group[(9.4±3.0)d vs.(8.2±2.1)d,t =-2.172,P = 0.033].The incidence of surgical complications within 30 d after surgery in the traditional surgical group was 36.8%(14/38),which was significantly higher than that in the vagus nerve protection group[12.5%(5/40),χ2 = 6.267,P = 0.012].The traditional surgical group had a cure rate of 86.8%(33/48)at 6 months after surgery,which was not significantly different from the vagus nerve protection group[85.0%(34/40),Z =-0.232,P =0.816].There were no significant differences in GERDQscore,DeMeester score,LESP between the two groups at 6 months after surgery[(5.6±0.9)points vs.(5.8±0.8)points,t =1.232,P =0.222;(4.1±2.2)points vs.(4.2±2.2)points,t =0.261,P =0.795;(23.2±3.5)mm Hg vs.(23.5±3.8)mm Hg,t = 0.412,P = 0.681].Conclusion It is safe,feasible,and effective to apply the highly selective protective vagotomy in laparoscopic short floppy Nissen fundoplication to protect the vagus nerve.
5.Establishment and validation of population pharmacokinetic model of docetaxel in malignant tumor patients
Junping WANG ; Zhengyu WU ; Zhixia LOU ; Yuan YAO ; Tingting WU ; Zongtao HU
China Pharmacy 2022;33(18):2261-2265
OBJECTIVE To establis h and validate a population pharmacokinetic model of docetaxel in malignant tumor patients. METHODS The clinical data of malignant tumor patients treated with chemotherapy regimen containing docetaxel in our hospital from June 2019 to December 2021 were retrospectively collected . According to the results of blood concentration detection , based on the three -compartment model the nonlinear mixed effect model (NONMEM)was used ;covariates(age,weight,height, body surface area ,Karnofsky performance scale ,total protein ,albumin,total bilirubin ,aspartate aminotransferase ,alanine aminotransferase and serum creatinine )affecting clearance (CL)were screened by “forward inclusion and backward exclusion ”; the population pharmacokinetic model of docetaxel was established . The model was tested for goodness -of-fit diagnosis and internal validation by Bootstrap . RESULTS A total of 264 measured blood concentrations of 132 patients with malignant tumors during chemotherapy were included . The covariates that had significant effect on CL of docetaxel were serum creatinine and total bilirubin (P<0.01). The results of Bootstrap analysis (parameter median values and 95% confidence intervals )were close to predict results of the established model ;the final model estimated that the population typical value of docetaxel CL was 37.82 L/h. CONCLUSIONS The population pharmacokinetic model of docetaxel in malignant tumor patients is established successfully , which can be used for the formulation and optimization of clinical individualized regimen .
6.Role and mechanism of GDF15 in ischemia-reperfusion injury during kidney transplantation
Jiefu ZHU ; Lang SHI ; Zhixia SONG ; Hongchu ZHA ; Xiongfei WU
Organ Transplantation 2022;13(6):749-
Objective To investigate the role and mechanism of growth differentiation factor (GDF) 15 in ischemia-reperfusion injury (IRI) during kidney transplantation. Methods Nine wild type donor mice and 9 wild type recipient mice were selected. The renal graft of 3 recipient mice were harvested at 4, 24 and 72 h after transplantation. GDF family transcriptome analysis was carried out, and the expression of GDF15 in renal tissues of each group were detected. Five wild type donor mice, 5 GDF15 knockout donor mice and 10 wild type recipient mice were selected. According to the experimental scheme, the mice were divided into wild type sham operation group, wild type transplantation group, GDF15 knockout sham operation group and GDF15 knockout transplantation group. Serum and renal tissue samples were extracted 72 h after transplantation. The renal function, renal tubular injury, inflammatory cell infiltration, inflammatory factors, Toll-like receptor 4 (TLR4) and nuclear factor (NF)-κB expression level were compared in each group. Nine wild type donor mice, 9 GDF15 knockout donor mice and 18 wild type recipient mice were selected. According to the experimental scheme, the mice were divided into wild type transplantation group and GDF15 knockout transplantation group, and the survival rate of two group after kidney transplantation was observed. Results Transcriptome sequencing of renal graft tissues indicated that GDF15 was the most up-regulated GDF family gene, which was mainly expressed in renal tubules. Compared with the sham operation group, the renal function of mice was declined in the transplantation group. Compared with the wild type transplantation group, the serum creatinine and blood urea nitrogen levels of mice were significantly up-regulated in the GDF15-knockout transplantation group (both
7.Differences of endoscopic features between undifferentiated-typed early gastric cancer and gastric mucosa-associated lymphoid tissue lymphoma
Xiaowan WU ; Qian ZHUANG ; Jing WANG ; Dafan CHEN ; Zhixia DONG ; Yueqin QIAN ; Lungen LU ; Xinjian WAN ; Hui ZHOU
Chinese Journal of Digestive Endoscopy 2021;38(11):894-900
Objective:To analyze and compare the features of undifferentiated-typed early gastric cancer (UD-EGC) and gastric mucosa-associated lymphoid tissue(MALT) lymphoma under white light endoscopy (WLE) and magnifying endoscopy-narrow band imaging (ME-NBI).Methods:Data of patients with complete endoscopic images of WLE and ME-NBI in Shanghai General Hospital, Shanghai Jiao Tong University from March 2015 to July 2019 were retrospectively analyzed.Twenty-six UD-EGC patients and seven gastric MALT lymphoma patients in ⅠE1 stage were included, and the characteristics of the two diseases under WLE and ME-NBI were compared and summarized.Results:There were no significant differences in age, sex or infiltration depth of lesions between the two groups.Under WLE, UD-EGC was often manifested as a single lesion located in the lower part of the stomach, with unclear lesion boundaries. While MALT lymphoma lesions were mostly multifocal with clear boundaries, located in the middle of the stomach. Under ME-NBI, the microsurface pattern of UD-EGC showed dilation or disappearance of areas between the recesses, and the spiral microvascular pattern. However, the microsurface pattern of MALT lymphomas were characterized by " cross-road traffic sign" , " pebble sign" , and the presentation of residual glandular duct at the lesion was similar to that of Helicobacter pylori ( HP)-related gastritis. Furthermore, the microvascular pattern of MALT lymphomas often showed " tree like appearance (TLA)" . After HP eradication therapy, the morphology of microsurface pattern and microvascular pattern in the original lesion area gradually returned to normal. Conclusion:UD-EGC and gastric MALT lymphoma showed particular features in the number, site and boundary under WLE, and they showed significantly different microsurface pattern and microvascular pattern under ME-NBI. Differentiation of the two diseases will help reduce the risk of missed diagnosis and misdiagnosis.
8.Clinical characteristics of 146 children with 2019 novel coronavirus infection in Wuhan City
Wenbin ZHENG ; Jianqiao TANG ; Yanyan QIU ; Zhi WU ; Weihua WANG ; Zhixia JIANG ; Yuesheng ZHANG
Chinese Journal of Infectious Diseases 2020;38(10):626-630
Objective:To investigate the clinical manifestations and characteristics of children infected with 2019 novel coronavirus (2019-nCoV) in Wuhan City.Methods:The clinical data of 146 children diagnosed with 2019 novel coronavirus infection by nasopharyngeal swab real-time reverse transcription polymerase chain reaction in Wuhan Children′s Hospital, Tongji Medical College, Huazhong University of Science and Technology from January 21 to February 24, 2020 were retrospectively analyzed. The basic data, clinical symptoms, laboratory examinations, pulmonary imaging, clinical classification, treatment medication and the prognosis of disease were included for analysis.Results:Among the 146 cases, 86 (58.9%) were males and 60 (41.1%) were females, with a median age of 6 years and 10 months.Three cases (2.1%) had a history of underlying diseases, 127 cases (87.0%) had a clear history of infected family clusters, and two cases (1.4%) had a history of exposure with Huanan Seafood Wholesale Market in Wuhan City. The clinical classifications included 20 asymptomatic cases (13.7%), 26 mild cases (17.8%), 99 ordinary cases (67.8%), and one critical case (0.7%). A total of 146 patients were tested positive for nasopharyngeal swabs by 2019-nCoV nucleic acid. Among them, 10 patients had a negative nasopharyngeal swab nucleic acid test before diagnosis, and one of them had a negative nasopharyngeal swab nucleic acid test for two consecutive times. The initial symptoms were mainly fever (59 cases, 40.4%) and cough (52 cases, 35.6%). Thirteen cases (8.9%) showed decreased leukocyte counts and three cases (2.1%) showed decreased lymphocyte counts. In addition, aspartate aminotransferase increased in 23 cases (15.8%), serum creatinine increased in seven cases (4.8%), lactic acid dehydrogenase increased in 26 cases (17.8%), and C reactive protein increased in 38 cases (26.0%). Fifty-nine cases (40.4%) were tested positive for IgM antibody to Mycoplasma pneumoniae. One hundred cases (68.5%) were abnormal in pulmonary imaging and 50 cases (34.2%) presented with multiple frosted glass shadows. All the 146 children were given general treatment, and the antiviral treatment was mainly interferon or interferon combined with oral medication. As of February 24, 2020, 72 cases (49.3%) were discharged from the hospital after reaching the de-isolation standard, with a median length of stay of 10 days, and there was no death case.Conclusions:Children with 2019-nCoV infection in Wuhan City are mainly caused by family aggregation. The clinical classification is mainly ordinary type, and the laboratory examination has no specificity. Specimens could be collected from multiple repeatable sites for 2019-nCoV nucleic acid test in suspected cases. Chest computed tomography has certain value for the diagnosis of children with 2019-nCoV infection. The recent prognosis of the patients is good with general treatment.
9.Current status and enlightenment of teaching models in evidence-based medicine at home and abroad: a qualitative systematic review
Yingli LIU ; Yue LI ; Yufan WANG ; Shuqing YU ; Zhixia LI ; Beibei YUAN ; Shaowen TANG ; Tao WU ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2020;41(12):2141-2148
Objective:To summarize the different teaching models and their effects in evidence-based medicine at home and abroad by qualitative method and systematic review.Methods:We searched the following databases (from inception to 13 May, 2019): PubMed, Embase, Proquest, Cochrane, Web of Science database and the Chinese databases (CNKI, Wanfang, SinoMed and VIP). To assess data strength and validity, risk of bias assessments were undertaken.Results:A total of 52 literatures were included in this study, including 21 Chinese-language literature and 31 English-language literature. PBL teaching model, mixed teaching model and workshop teaching model were the three teaching models with the largest number of studies in 20 teaching models.Conclusion:The evidence-based medicine teaching effect was closely related to the teaching models, so it is necessary to explore more suitable teaching models for the evidence-based medicine to improve the teaching effects.
10. The application of advanced practice nurse-led transitional caring in chronic obstructive pulmonary disease
Qilan LIU ; Zhixia JIANG ; Lianhong WANG ; Qiong WU ; Qing ZHOU ; Di HUANG ; Yongya DAI
Chinese Journal of Practical Nursing 2019;35(32):2556-2561
With the increasing prevalence of chronic obstructive pulmonary disease (COPD) and the extremely high mortality, disability, symptom burden and dysfunction, as well as the need for continuous drug management and care and increased rehospitalization rate, it brings patients, families and even society huge economic burden. The transitional care model provides non-drug treatment method to help patients get through the transition period safely and steadily, it also improves patients' self-care ability, quality of life and reduce hospital readmission. This review will start from the concept of disease management in transitional period, elaborate on the problems and core elements of transitional caring, then discuss the application of advanced practice nurse-dominated transitional caring mode in COPD, so as to provide theoretical and practical basis for improving the quality of chronic diseases management in China.

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