1.A Novel Early Warning Model for Hand, Foot and Mouth Disease Prediction Based on a Graph Convolutional Network.
Tian Jiao JI ; Qiang CHENG ; Yong ZHANG ; Han Ri ZENG ; Jian Xing WANG ; Guan Yu YANG ; Wen Bo XU ; Hong Tu LIU
Biomedical and Environmental Sciences 2022;35(6):494-503
Objectives:
Hand, foot and mouth disease (HFMD) is a widespread infectious disease that causes a significant disease burden on society. To achieve early intervention and to prevent outbreaks of disease, we propose a novel warning model that can accurately predict the incidence of HFMD.
Methods:
We propose a spatial-temporal graph convolutional network (STGCN) that combines spatial factors for surrounding cities with historical incidence over a certain time period to predict the future occurrence of HFMD in Guangdong and Shandong between 2011 and 2019. The 2011-2018 data served as the training and verification set, while data from 2019 served as the prediction set. Six important parameters were selected and verified in this model and the deviation was displayed by the root mean square error and the mean absolute error.
Results:
As the first application using a STGCN for disease forecasting, we succeeded in accurately predicting the incidence of HFMD over a 12-week period at the prefecture level, especially for cities of significant concern.
Conclusions
This model provides a novel approach for infectious disease prediction and may help health administrative departments implement effective control measures up to 3 months in advance, which may significantly reduce the morbidity associated with HFMD in the future.
China/epidemiology*
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Cities/epidemiology*
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Data Visualization
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Disease Outbreaks/statistics & numerical data*
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Forecasting/methods*
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Hand, Foot and Mouth Disease/prevention & control*
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Humans
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Incidence
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Neural Networks, Computer
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Reproducibility of Results
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Spatio-Temporal Analysis
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Time Factors
3.Guideline for postoperative rehabilitation treatment following vertebral augmentation for osteoporotic vertebral compression fracture (version 2022)
Zhengwei XU ; Dingjun HAO ; Liming CHENG ; Baorong HE ; Bohua CHEN ; Chen CHEN ; Fei CHE ; Jian CHEN ; Qixin CHEN ; Liangjie DU ; Shunwu FAN ; Zhong FANG ; Shiqing FENG ; Yanzheng GAO ; Haishan GUAN ; Zhong GUAN ; Hua JIANG ; Weimin JIANG ; Dianming JIANG ; Jun JIANG ; Yue JIANG ; Lijun HE ; Yuan HE ; Bo LI ; Tao LI ; Jianjun LI ; Xigong LI ; Yijian LIANG ; Bin LIN ; Bin LIU ; Bo LIU ; Yong LIU ; Zhibin LIU ; Xuhua LU ; Chao MA ; Lie QIAN ; Renfu QUAN ; Hongxun SANG ; Haibo SHEN ; Jun SHU ; Honghui SUN ; Tiansheng SUN ; Jun TAN ; Mingxing TANG ; Sheng TAO ; Honglin TENG ; Yun TIAN ; Jiwei TIAN ; Qiang WANG ; Xinwei WANG ; Jianhuang WU ; Peigen XIE ; Weihong XU ; Bin YAN ; Yong YANG ; Guoyong YIN ; Xiaobing YU ; Yuhong ZENG ; Guoqing ZHANG ; Xiaobo ZHANG ; Jie ZHAO ; Yue ZHU
Chinese Journal of Trauma 2022;38(11):961-972
Osteoporotic vertebral compression fracture (OVCF) can lead to lower back pain and may be even accompanied by scoliosis, neurological dysfunction and other complications, which will affect the daily activities and life quality of patients. Vertebral augmentation is an effective treatment method for OVCF, but it cannot correct unbalance of bone metabolism or improve the osteoporotic status, causing complications like lower back pain, limited spinal activities and vertebral refracture. The post-operative systematic and standardized rehabilitation treatments can improve curative effect and therapeutic efficacy of anti-osteoporosis, reduce risk of vertebral refracture, increase patient compliance and improve quality of life. Since there still lack relevant clinical treatment guidelines for postoperative rehabilitation treatments following vertebral augmentation for OVCF, the current treatments are varied with uneven therapeutic effect. In order to standardize the postoperative rehabilitation treatment, the Spine Trauma Group of the Orthopedic Branch of Chinese Medical Doctor Association organized relevant experts to refer to relevant literature and develop the "Guideline for postoperative rehabilitation treatment following vertebral augmentation for osteoporotic vertebral compression fracture (2022 version)" based on the clinical guidelines published by the American Academy of Orthopedic Surgeons (AAOS) as well as on the principles of scientificity, practicality and advancement. The guideline provided evidence-based recommendations on 10 important issues related to postoperative rehabilitation treatments of OVCF.
4.Assessment of circulating tumor DNA in cerebrospinal fluid by whole exome sequencing to detect genomic alterations of glioblastoma.
Hao DUAN ; Ji-Long HU ; Zheng-He CHEN ; Jue-Hui LI ; Zhen-Qiang HE ; Zhen-Ning WANG ; Guan-Hua ZHANG ; Xiao-Yu GUO ; Lun LIANG ; Yong-Gao MOU
Chinese Medical Journal 2020;133(12):1415-1421
BACKGROUND:
Cerebrospinal fluid (CSF) has been demonstrated as a better source of circulating tumor DNA (ctDNA) than plasma for brain tumors. However, it is unclear whether whole exome sequencing (WES) is qualified for detection of ctDNA in CSF. The aim of this study was to determine if assessment of ctDNA in CSF by WES is a feasible approach to detect genomic alterations of glioblastoma.
METHODS:
CSFs of ten glioblastoma patients were collected pre-operatively at the Department of Neurosurgery, Sun Yat-sen University Cancer Center. ctDNA in CSF and genome DNA in the resected tumor were extracted and subjected to WES. The identified glioblastoma-associated mutations from ctDNA in CSF and genome DNA in the resected tumor were compared.
RESULTS:
Due to the ctDNA in CSF was unqualified for exome sequencing for one patient, nine patients were included into the final analysis. More glioblastoma-associated mutations tended to be detected in CSF compared with the corresponding tumor tissue samples (3.56 ± 0.75 vs. 2.22 ± 0.32, P = 0.097), while the statistical significance was limited by the small sample size. The average mutation frequencies were similar in CSF and tumor tissue samples (74.1% ± 6.0% vs. 73.8% ± 6.0%, P = 0.924). The R132H mutation of isocitrate dehydrogenase 1 and the G34V mutation of H3 histone, family 3A (H3F3A) which had been reported in the pathological diagnoses were also detected from ctDNA in CSF by WES. Patients who received temozolomide chemotherapy previously or those whose tumor involved subventricular zone tended to harbor more mutations in their CSF.
CONCLUSION
Assessment of ctDNA in CSF by WES is a feasible approach to detect genomic alterations of glioblastoma, which may provide useful information for the decision of treatment strategy.
5.Preliminary clinical application of complete digital workflow of design and manufacturing occlusal splint for sleep bruxism.
Shi Min WANG ; Zheng LI ; Guan Bo WANG ; Hong Qiang YE ; Yun Song LIU ; Dai TONG ; Wen Hui GAO ; Yong Sheng ZHOU
Journal of Peking University(Health Sciences) 2019;51(1):105-110
OBJECTIVE:
To establish a complete workflow of digital design and manufacturing occlusal splint for sleep bruxism, which can be preliminarily applied in clinical use, thus observe the clinical efficacy.
METHODS:
Twenty-four patients with sleep bruxism were recruited in the study and randomly divided into two groups by using random number tables. Digital-occlusal-splint (experimental group) treatment plan and traditional-occlusal-splint (control-group) treatment plan were carried out for each group, respectively. For experimental group, digital models of patients' both dental arches and the occlusion relationship after elevation were captured using an intraoral scanner. The occlusal splint was carried out by computer aided design/computer aided manufacturing (CAD/CAM), including splint designing and milling. For control group, the traditional soft occlusal splint was fabricated by vacuum laminator. The two kinds of occlusal splints were tried in the patients from each group, and the occlusal contacts were tested respectively by T-scan analysis system, which recorded the changes of occlusal indicators in the two groups. The retention, appearance and occlusal comfort degree were evaluated by the two groups of patients. Mann-Whitney test was performed with IBM SPSS 20.0 software, and bilateral test was performed. P<0.05 was considered to be statistically significant.
RESULTS:
The complete workflow of digital design and manufacturing occlusal splint was successfully established. During the clinical use, there was no statistical difference in the retention evaluation of two kinds of occlusal splints between the two groups of patients (Z=-0.538, P=0.590). The appearance score (Z=2.038, P=0.042) and the occlusal comfort score (Z=-2.579, P=0.010) of the experimental group were higher than those of the control group, with statistically significant differences. The T-scan analysis results showed that only the second molar on both sides of the traditional occlusal splint had occlusal contact in intercupsal position, while the digital occlusal splint had stable and bilaterally balanced contact between the maxillary and mandibular teeth. Furthermore, the occlusal force was uniformly distributed in the experimental group.
CONCLUSION
The complete workflow of digital occlusal splint improves the occlusal design, greatly simplifies and optimizes the traditional process of making occlusal splint. This new method is resource-saving and environmental-friendly, and it is able to serve patients more conveniently and efficiently.
Dental Arch
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Dental Occlusion
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Humans
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Occlusal Splints
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Sleep Bruxism
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Workflow
6.Efficacy analysis of flexible neuroendoscopy combined with dry-field techniques in the treatment of chronic subdural hematoma
Guan FENG ; Peng WEI-CHENG ; Huang HUI ; Dai BIN ; Zhu GUANG-TONG ; Xiao ZHI-YONG ; Mao BEI-BEI ; Lin ZHEN-YANG ; Zhou QUAN ; Wei YA-PING ; Hu ZHI-QIANG
Chinese Medical Journal 2019;132(11):1359-1362
7.Effect of Mechanical Stress in Combination with Verapamil on Levels of Aggrecan and mRNAs and Proteins in Human Osteoarthritic Chondrocyte/Agarose Constructs.
Dan LUO ; Yan SHEN ; Jian-Qiang LYU ; Yong-Qian FAN ; Dong-Hui HUANG ; Wei-Long LIN ; Hai-Min SHEN ; Hu-Ji XU ; Jian-Long GUAN
Chinese Medical Journal 2018;131(18):2229-2231
8.Neuroendoscopic Evaluation and Treatment for Cerebral Ventricular Infection.
Feng GUAN ; Hui HUANG ; Zu-Yuan REN ; Zhen-Yu WANG ; Ji-Di FU ; Ying-Bin LI ; Feng-Qi CUI ; Wei-Cheng PENG ; Bin DAI ; Guang-Tong ZHU ; Zhi-Yong XIAO ; Bei-Bei MAO ; Zhi-Qiang HU
Chinese Medical Journal 2018;131(17):2114-2116
9.Angio-Computed Tomograph-Guided Immediate Lipiodol Computed Tomograph for Diagnosis of Small Hepatocellular Carcinoma Lesions during Transarterial Chemoembolization.
Feng-Yong LIU ; Xin LI ; Hong-Jun YUAN ; Yang GUAN ; Mao-Qiang WANG
Chinese Medical Journal 2018;131(20):2410-2416
BackgroundThe diagnosis and treatment of small hepatocellular carcinoma (HCC) play a vital role in the prognosis of patients with HCC. The purpose of our study was to evaluate angio-computed tomography (angio-CT)-guided immediate lipiodol CT (a CT scan performed immediately after transarterial chemoembolization [TACE]) in the diagnosis of potential HCCs ≤1 cm in diameter.
MethodsThis study retrospectively analyzed 31 patients diagnosed with HCCs after routine imaging (contrast-enhanced CT or magnetic resonance imaging) or pathologic examinations with undefined or undetermined tumor lesions (diameter ≤1 cm) from February 2016 to September 2016. After TACE guided by digital subtraction angiography of the angio-CT system, potential HCC lesions with a diameter ≤1 cm were diagnosed by immediate lipiodol CT. The number of well-demarcated lesions was recorded to calculate the true positive rate. The correlation between the number of small HCCs detected by immediate lipiodol CT and the size of HCC lesions (diameter >1 cm) diagnosed preoperatively was analyzed 1 month after TACE. A paired t-test was used to analyze differences in liver function. Pearson analysis was used to analyze correlation. Chi-square test was used to compare the rates.
ResultsFifty-eight lesions were detected on preoperative routine imaging examinations in 31 patients including 15 lesions with a diameter ≤1 cm. Ninety-one lesions were detected on immediate lipiodol CT, of which 48 had a diameter ≤1 cm. After 1 month, CT showed that 45 lesions had lipiodol deposition and three lesions had lipiodol clearance. Correlation analysis showed that the number of small HCCs detected by lipiodol CT was positively correlated with the size of HCC lesions diagnosed by conventional imaging examination (R = 0.54, P < 0.05).
ConclusionImmediate lipiodol CT may be a useful tool in the diagnosis of potential HCC lesions with a diameter of ≤1 cm.
10.Composition and Drug Resistance of Pathogenic Isolates from CSF Culture of Pediatric Patients in Guangzhou
Lian-Fen HUANG ; Zhen-Wen ZHOU ; Hua-Min ZHONG ; Yong-Qiang XIE ; Xiao-Shan GUAN ; Xiao-Guang CHEN ; Hua LI
Journal of Modern Laboratory Medicine 2018;33(1):81-85
Objective To explore the composition and drug resistance characteristics of pathogenic isolates from cerebrospinal fluid (CSF) cultures to facilitate empirical therapy of pediatric patients with meningitis in Guangzhou district.Methods During 2011 Jan 1st to 2015 Dec 31st,cerebrospinal fluids were collected from pediatric patients with suspected meningitis for regular culture,identification and drug susceptibility test of pathogenic isolates according to the national clinical laborato ry standard operation procedure,followed by analysis of their composition and drug resistance characteristics.Results There were 132 pathogenic isolates from CSF cultures,including Gram-positive strains (39.40%,52/132),Gram-negative strains (757.58%,6/132),fungi (3.03 %,4/132),respectively.The main isolates were Escherichia coli (E.coli) (23.48%,31/132),Streptococcus pneumonia (S.pneumonia) (22.73%,30/132),Staphylococcus aureus (S.aureus) (12.12%,16/132)and Streptococcus agalactiae (S.agalactiae) (9.85%,13/132),respectively.E.coli had no resistance to piperacillin/tazobactam,furantoin,cefepime,amikacin,tobramycin,imipenem,ertapenem and meropenem.3.22 % resistance rate to cefotetan,9.38% to ceftazidime,12.90 % to aztreonam,approximately 30 % to ampicillin/sulbactam,ofloxacin,ciprofloxacin,ceftriaxone,gentamycin,cefazolin,over 60 % to both sulfamethoxazole and ampicillin,31.25 % strains were ESBL positive.S.pneumonia had no re sis tance to ertapenem,5.88 % resistance rate to telithromycin,14.71% to chloromycetin,17.76 % to ceftriaxone,23.53 % to amoxicillin,32.30 % to meropenem,35.29 % to cefotaxime,over 70 % to tetracycline,erythromycin,penicillin,and sulfamethoxazole.S.a ureus had no resistance to rifampicin,tigecycline,quinuprin/dupletin,linezolid and vancomycin,6.25% resistance to ciprofloxacin,6.25% to gentamicin,12.50% to sulfamethoxazole,18.75% resistance to clindamycin,31.25 % to tetracycline,62.50 % to erythromycin,over 90 % to cephalosporins and nearly 100 % to penicillin,the rate of MRSA strain was 56.25 %.S.agalactiae had no resistance to penicillin,23.08 % resistance rate to ofloxacin,7.69 % to ciprofloxacin,over 60% to tetracycline,erythromycin and clindamycin.Conclusion The main pathogenic isolates from CSF cultures were E.coli,S.pneumonia,S.aureus,S.agalactiae,different species of isolates have different drug resistance characteristics.This will provide instructions for the prevention,pathogenic diagnosis and treatment of meningitis in pediatric patients.

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