1.Research on deep learning assisted diagnosis technology of jaw lesions using panoramic radiographs
GAO Ge ; LIU Chang ; ZENG Mengyu ; PENG Junjie ; GUO Jixiang ; TANG Wei
Journal of Prevention and Treatment for Stomatological Diseases 2024;32(10):789-796
Objective :
To study the effect of deep learning applied to the assisted diagnosis of radiolucent lesions and radiopaque lesions of the jaws in panoramic radiography and to reduce the missed diagnosis, with early screening to assist doctors to improve the diagnostic accuracy.
Methods:
This study was approved by the Ethics Committee of the West China Stomatological Hospital of Sichuan University. The YOLO v8m-p2 neural network model was constructed with 443 panoramic images as a subject to read. The labeled images were divided into 354 training sets, 45 verification sets, and 44 test sets, which were used for model training, verification, and testing. Accuracy, recall, F-1 score, G score, and mAP50 were used to evaluate the detection performance of the model.
Results:
443 panoramic images covered the common benign lesions of the jaw, the number of radiolucent lesions of the jaw was 318, containing dentigerous cyst, odontogenic keratocyst, and ameloblastoma. The number of radiopaque lesions was 145, containing idiopathic osteosclerosis, odontoma, cementoma, and cemento-osseous dysplasia; the samples are well representative. The accuracy of the YOLO v8m-p2 neural network model in identifying jaw lesions was 0.887, and the recall, F-1 score, G score, and mAP50 were 0.860, 0.873, 0.873, and 0.863, respectively. The recall rates of dentigerous cyst, odontogenic keratocyst, and ameloblastoma were 0.833, 0.941, and 0.875, respectively.
Conclusion
YOLO v8m-p2 neural network model has good diagnostic performance in preliminary detection of radiolucent and radiopaque lesions of the jaws in panoramic radiography and multi-classification monitoring of radiolucent lesions of jaws, which can assist doctors to screen jaw diseases in panoramic radiography.
2.Fostering organ donation culture for facilitating high-quality development of hospital-level organ donation management center in China
Qingdong SU ; Jianhui DONG ; Jixiang LIAO ; Xuyong SUN ; Quanwei HUANG ; Fangfang WANG ; Song CAO ; Zhao GAO ; Xuyang LIU
Chinese Journal of Organ Transplantation 2024;45(11):803-806
"Chinese model" of organ donation and transplantation in China has won acclaims from all over the world. Current contradictions between unbalanced and inadequate development of organ donation and transplantation and surging public demands for transplant services remain serious. And an acute shortage of donated organs is still the greatest difficulty. Improving organ donation rate per million population (PMP) and organ utilization rate has been a great challenge for organ donation teams in China. This review summarized the relevant experiences of Second Affiliated Hospital of Guangxi Medical University in fostering organ donation culture atmosphere and connotation to accelerate the high-quality development of organ donation. It was intended to provide references for disciplined construction of other organ donation management teams and promote the development of organ donation and transplantation in China.
3.An injectable signal-amplifying device elicits a specific immune response against malignant glioblastoma.
Qiujun QIU ; Sunhui CHEN ; Huining HE ; Jixiang CHEN ; Xinyi DING ; Dongdong WANG ; Jiangang YANG ; Pengcheng GUO ; Yang LI ; Jisu KIM ; Jianyong SHENG ; Chao GAO ; Bo YIN ; Shihao ZHENG ; Jianxin WANG
Acta Pharmaceutica Sinica B 2023;13(12):5091-5106
Despite exciting achievements with some malignancies, immunotherapy for hypoimmunogenic cancers, especially glioblastoma (GBM), remains a formidable clinical challenge. Poor immunogenicity and deficient immune infiltrates are two major limitations to an effective cancer-specific immune response. Herein, we propose that an injectable signal-amplifying nanocomposite/hydrogel system consisting of granulocyte-macrophage colony-stimulating factor and imiquimod-loaded antigen-capturing nanoparticles can simultaneously amplify the chemotactic signal of antigen-presenting cells and the "danger" signal of GBM. We demonstrated the feasibility of this strategy in two scenarios of GBM. In the first scenario, we showed that this simultaneous amplification system, in conjunction with local chemotherapy, enhanced both the immunogenicity and immune infiltrates in a recurrent GBM model; thus, ultimately making a cold GBM hot and suppressing postoperative relapse. Encouraged by excellent efficacy, we further exploited this signal-amplifying system to improve the efficiency of vaccine lysate in the treatment of refractory multiple GBM, a disease with limited clinical treatment options. In general, this biomaterial-based immune signal amplification system represents a unique approach to restore GBM-specific immunity and may provide a beneficial preliminary treatment for other clinically refractory malignancies.
4.Analysis on prevention and control of some infectious diseases in the elderly aged 60 years and above in China and countermeasure recommendation
Ying CHENG ; Juan LI ; Zhibin PENG ; Muli ZHANG ; Ying QIN ; Xiaokun YANG ; Zhili LI ; Hongting ZHAO ; Chengxi SUN ; Jixiang MA ; Xin GAO ; Zhijie AN ; Dapeng YIN ; Zhongjie LI
Chinese Journal of Epidemiology 2021;42(1):28-32
As the progress of population aging in China, the proportion of elderly population is increasing. Both chronic diseases and infectious diseases can threaten the health of the elderly. There are many kinds of infectious diseases, including vaccine preventable infectious diseases affecting the health of adults, such as influenza, pneumococcal diseases and herpes zoster. In addition, the newly emerged COVID-19 has caused a pandemic in the world, resulting the highest proportion of deaths occurred in the elderly and posing a serious threat to the health of the elderly. This paper mainly summarizes the prevention and control of vaccine preventable diseases and COVID-19 to which the elderly are susceptible, analyzes the infectious disease problems affecting the health of elderly population, and recommends countermeasures for the prevention and control of these diseases in elderly population.
5.Cloning and expression of duck C4BPα and verification of its interaction with Riemerella anatipestifer.
Delong LI ; Lijuan TAN ; Jiulong GU ; Siyuan WANG ; Ting LIU ; Sihuai CHEN ; Jiye GAO ; Fashu TANG ; Jixiang LI
Chinese Journal of Biotechnology 2020;36(4):693-699
To study the interaction between C4b-binding protein (C4BP) and Riemerella anatipestifer (RA), we cloned duck C4BPα, conducted prokaryotic expression and prepared the polyclonal antibody by immunizing mice. Then indirect immunofluorescence assay and dot blotting hybridization assay were used to verify the interaction between C4BP and RA. The full length of duck C4BPα nucleotide sequence was 1 230 bp, with the highest similarity to chicken C4BPα (82.1%). Phylogenetic tree analysis showed that duck C4BPα and chicken C4BPα were on the same phylogenetic tree branch and the genetic evolution relationship between them was the closest. C4BPα was efficiently expressed in Escherichia coli BL21 (DE3). The recombinant proteins existed in intracellular soluble form. The titer of polyclonal antibody was more than 1:10 000 and polyclonal antibodies could specifically recognize the recombinant proteins. The results of indirect immunofluorescence assay and dot blot hybridization assay showed that RA could interact with duck C4BP. The results provide a basis to further reveal the pathogenesis of RA.
Animals
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Cloning, Molecular
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Complement C4b-Binding Protein
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chemistry
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genetics
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metabolism
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Ducks
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classification
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genetics
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microbiology
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Gene Expression Regulation
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Mice
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Phylogeny
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Riemerella
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metabolism
6. Evaluation on the effect of salt reduction intervention among fourth-grade primary school students and their parents in Shandong Province
Jing DONG ; Congcong GAO ; Chunxiao XU ; Junli TANG ; Jie REN ; Jiyu ZHANG ; Xi CHEN ; Wenhui SHI ; Yifan ZHAO ; Xiaolei GUO ; Jixiang MA
Chinese Journal of Preventive Medicine 2019;53(5):519-522
In order to evaluate the intervention effect of the school-based salt reduction model, 28 primary schools were selected in Shandong Province in September 2014 and randomly divided into intervention group (1 361 students, 1 306 parents) and control group (1 364 students,1 340 parents). A series of "small hands and big hands" salt reduction intervention activities were conducted in intervention group for 8 months. After the intervention, the total awareness rate of salt reduction knowledge, the total holding rate of related beliefs and the total reporting rate of related behaviors were 70.65%, 80.30% and 67.03% among students, and 85.66%, 93.77% and 87.93% among parents, in the intervention group, which were higher than those in the control group (37.12%, 66.52% and 50.07% among students; 55.11%, 87.52% and 57.96% among parents) (all
7. Plaque features in saphenous vein graft evaluated by virtual histology intravascular ultrasound
Yin LIU ; Zhuang CUI ; Yueying WANG ; Bo SUN ; Jianyong XIAO ; Mingdong GAO ; Jixiang WANG ; Xiaowen GONG ; Siyuan FENG ; Jing GAO
Chinese Journal of Cardiology 2019;47(1):26-33
Objective:
To investigate the features of plaques of saphenous venous graft (SVG) with virtual histology intravascular ultrasound (VH-IVUS) in patients underwent coronary artery bypass graft surgery.
Methods:
From March 2016 to March 2018, a total of 45 patients ((64.4±7.9) years old, 88.9% male (40 cases)) with ischemic symptoms after coronary artery bypass graft surgery and with coronary artery angiography evidenced SVG stenosis greater than or equal to 50%, who received percutaneous coronary intervention in Tianjin chest hospital were continuously included in this study, and the clinical data were retrospectively analyzed. VH-IVUS was performed before PCI to analyze plaque composition. The patients were divided into no smoking group (21 cases) and smoking group (24 cases), no diabetes group (30 cases) and diabetes group (15 cases), normal very low density lipoprotein cholesterin (VLDL-C) group (24 cases) and elevated VLDL-C group (21 cases), stable angina pectoris group (5 cases) and acute coronary syndrome group (40 cases), plaque burden (PB) < 70% group (11 cases) and PB ≥ 70% group (34 cases), without thin-cap fibroatheroma group (35 cases) and thin-cap fibroatheroma group (10 cases), and plaque features were compared between different groups.
Results:
The graft age was (8.9±3.7) years.The stenosis degree of SVG lesions was 90 (90, 98) %. The minimum lumen diameter was 1.6 (1.5, 1.8) mm. The vessel cross-sectional area was (12.1±4.0) mm2. The plaque area was 8.6 (5.7,12.0) mm2. The minimum lumen area was 2.5 (2.1,3.3) mm2. The plaque burden was (75.3±8.3)%. The fibrotic tissue (FI) ratio was (65.1±10.1)%, fibrofatty plaque (FF) ratio was 13.8 (5.4,25.3) %, necrotic core tissue (NC) ratio was 12.0 (5.4,24.0)%, and dense calcium tissue (DC) ratio was1.0 (0.2,3.8)% in SVG lesions. There were no significant differences in SVG plaque area, FI area,FF area,NC area,and DC area between no smoking group and smoking group, no diabetes group and diabetes group, and normal VLDL-C group and elevated VLDL-C group. SVG plaque volume was significantly higher in acute coronary syndrome group than in stable angina pectoris group (262.2 (148.5,401.2) mm3 vs. 93.1 (50.6,155.9) mm3,
8.Evaluation on the effect of salt reduction intervention among fourth?grade primary school students and their parents in Shandong Province
Jing DONG ; Congcong GAO ; Chunxiao XU ; Junli TANG ; Jie REN ; Jiyu ZHANG ; Xi CHEN ; Wenhui SHI ; Yifan ZHAO ; Xiaolei GUO ; Jixiang MA
Chinese Journal of Preventive Medicine 2019;53(5):519-522
In order to evaluate the intervention effect of the school?based salt reduction model, 28 primary schools were selected in Shandong Province in September 2014 and randomly divided into intervention group (1 361 students, 1 306 parents) and control group (1 364 students,1 340 parents). A series of "small hands and big hands"salt reduction intervention activities were conducted in intervention group for 8 months. After the intervention, the total awareness rate of salt reduction knowledge, the total holding rate of related beliefs and the total reporting rate of related behaviors were 70.65%, 80.30% and 67.03% among students, and 85.66%, 93.77% and 87.93% among parents, in the intervention group, which were higher than those in the control group (37.12%, 66.52% and 50.07% among students; 55.11%, 87.52% and 57.96% among parents) (all P values<0.05). The school?based salt reduction model is effective and feasible.
9.Evaluation on the effect of salt reduction intervention among fourth?grade primary school students and their parents in Shandong Province
Jing DONG ; Congcong GAO ; Chunxiao XU ; Junli TANG ; Jie REN ; Jiyu ZHANG ; Xi CHEN ; Wenhui SHI ; Yifan ZHAO ; Xiaolei GUO ; Jixiang MA
Chinese Journal of Preventive Medicine 2019;53(5):519-522
In order to evaluate the intervention effect of the school?based salt reduction model, 28 primary schools were selected in Shandong Province in September 2014 and randomly divided into intervention group (1 361 students, 1 306 parents) and control group (1 364 students,1 340 parents). A series of "small hands and big hands"salt reduction intervention activities were conducted in intervention group for 8 months. After the intervention, the total awareness rate of salt reduction knowledge, the total holding rate of related beliefs and the total reporting rate of related behaviors were 70.65%, 80.30% and 67.03% among students, and 85.66%, 93.77% and 87.93% among parents, in the intervention group, which were higher than those in the control group (37.12%, 66.52% and 50.07% among students; 55.11%, 87.52% and 57.96% among parents) (all P values<0.05). The school?based salt reduction model is effective and feasible.
10.Clinical study of single kidney transplantation from young pediatric donors after death: 86 cases report
Xuyang LIU ; Xuyong SUN ; Jianhui DONG ; Ke QIN ; Haibin LI ; Song CAO ; Ying HUANG ; Meisi LI ; Liugen LAN ; Zhuangjiang LI ; Xiaocong KUANG ; Ning WEN ; Jixiang LIAO ; Zhao GAO ; Qingdong SU ; Dongge YANG
Chinese Journal of Organ Transplantation 2018;39(2):76-80
Objective By analyzing the perioperative management in our hospital to explore the clinical effect and safety of single kidney transplantation from deceased juveniles' donors.Methods We retrospectively analyze 86 cases of kidney transplantations from deceased juveniles' donors in our hospital from 2007 December to 2015 August.Results The success rate of the operations was 100%.The postoperative complications occurred as fellows:7 cases of acute rejection (8.14%);10 cases of drug intoxication (11.62%);21 cases of DGF (24.44%),4 cases of leakage of urine (4.65%),7 cases of lung infection (8.14%).Two cases (2.32%) died after the operation because of serious lung infection,and by corresponding treatment 47 cases recovered after 2-4 weeks.The creatinine level in 37 cases without any complications was 131.88 ± 44.20 μmol/L during discharge.Conclusion With strict selection,the organ from a deceased juvenile donor is safe and practicable.


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