1.Study on the Prediction of Incidence of Hemorrhagic Fever with Renal Syndrome Based on the SARIMA-LSTM Model
Shishi TANG ; Yuxuan LI ; Shengsheng TANG ; Qinghua LIU ; Yi ZHOU
Journal of Medical Informatics 2024;45(8):71-77
Purpose/Significance To investigate the application of cutting-edge technologies in predicting the incidence of hemor-rhagic fever with renal syndrome(HFRS),to compile and integrate various time-series analysis methods,evaluate and select the opti-mal model.Method/Process By utilizing national HFRS incidence data from 2004 to 2020,the effectiveness of models is predicted based on statistical methods:SARIMA,STL-ARIMA and TBATS,neural network approaches:NNAR,LSTM and combined models of SARIMA-LSTM with 3 different weighting schemes.The performance of these models is comprehensively assessed using RMSE,MAE and MAPE.Result/Conclusion The SARIMA and LSTM models are identified as the superior individual models.The combined SARI-MA-LSTM model demonstrates enhanced performance compared to individual models.The SARIMA-LSTM model optimized using the reciprocal of error method is deemed the optimal model.The optimal model is expected to provide technical support and references for the early warning system model design of HFRS.
2.Functional dyspepsia treated with WangShiBaoChiWan: a randomized, double-blind, parallel-controlled, multicenter clinical study
Huiyun ZHU ; Xiaoyang DONG ; Jianguo XIAO ; Xiangpeng HU ; Shengbao LI ; Jianlin REN ; Jianghong LING ; Guoxiong ZHOU ; Xi CHEN ; Xiaohua HOU ; Shengsheng ZHANG ; Jianting CAI ; Duowu ZOU ; Yanqing LI ; Bin CHENG ; Xiaoyan WANG ; Zhaoshen LI ; Yiqi DU
Chinese Journal of Digestion 2023;43(12):834-840
Objective:To compare the efficacy and safety between WangShiBaoChiWan and mosapride in the treatment of functional dyspepsia (FD).Methods:From September 2019 to September 2020, patients with postprandial fullness and early satiation who met the Rome Ⅳ criteria for FD diagnosis were enrolled from 15 hospitals, including the First Affiliated Hospital of Naval Medical University (Shanghai Changhai Hospital), Beijing Traditional Chinese Medicine Hospital Affiliated to Capital Medical College. The subjects were randomly divided into WangShiBaoChiWan (experimental) group and mosapride (control) group in the ratio of 1∶1. The treatment regimens were WangShiBaoChiWan+ mosapride simulator, WangShiBaoChiWan simulator+ mosapride, respectively with a treatment period of 2 weeks. The primary efficacy outcome was the improvement rates of main symptoms before and after treatment, the secondary efficacy primary efficacy outcome was the total clinical effective rate and the change of the single symptom score. And the safety indicator included adverse events. Independent sample t-test, paired t-test and chi-square test were used for statistical analysis. Results:A total of 251 FD patients were enrolled in the full analysis set, including 124 in the experimental group and 127 in the control group; 241 FD patients were in the per-protocol analysis set, including 117 in the experimental group and 124 in the control group. The analysis of per-protocol analysis set showed that the improvement rates of the main symptoms of the experimental group and the control group were (66±29)% and (60±30)%, respectively, and the difference was not statistically significant ( P>0.05). The improvement rate of the main symptoms of the experimental group reached 117% of that of the control group, which exceeded the expected non-inferiority standard of 80%. The total clinical effective rates of the experimental group and the control group were 76.07% (89/117) and 75.81% (94/124), respectively, and the difference was not statistically significant ( P>0.05). The results of full analysis set showed that the incidence of adverse events of the experimental group and the control group was 1.62% (2/124) and 1.57% (2/127), respectively, and the difference was not statistically significant ( P>0.05). There were no serious adverse events in the two groups. Conclusion:The improvement rate of the main symptoms of WangShiBaoChiWan is not inferior to that of mosapride in the treatment of FD, and it has good safety.
3.Clinical treatment guideline for pulmonary blast injury (version 2023)
Zhiming SONG ; Junhua GUO ; Jianming CHEN ; Jing ZHONG ; Yan DOU ; Jiarong MENG ; Guomin ZHANG ; Guodong LIU ; Huaping LIANG ; Hezhong CHEN ; Shuogui XU ; Yufeng ZHANG ; Zhinong WANG ; Daixing ZHONG ; Tao JIANG ; Zhiqiang XUE ; Feihu ZHOU ; Zhixin LIANG ; Yang LIU ; Xu WU ; Kaican CAI ; Yi SHEN ; Yong SONG ; Xiaoli YUAN ; Enwu XU ; Yifeng ZHENG ; Shumin WANG ; Erping XI ; Shengsheng YANG ; Wenke CAI ; Yu CHEN ; Qingxin LI ; Zhiqiang ZOU ; Chang SU ; Hongwei SHANG ; Jiangxing XU ; Yongjing LIU ; Qianjin WANG ; Xiaodong WEI ; Guoan XU ; Gaofeng LIU ; Junhui LUO ; Qinghua LI ; Bin SONG ; Ming GUO ; Chen HUANG ; Xunyu XU ; Yuanrong TU ; Liling ZHENG ; Mingke DUAN ; Renping WAN ; Tengbo YU ; Hai YU ; Yanmei ZHAO ; Yuping WEI ; Jin ZHANG ; Hua GUO ; Jianxin JIANG ; Lianyang ZHANG ; Yunfeng YI
Chinese Journal of Trauma 2023;39(12):1057-1069
Pulmonary blast injury has become the main type of trauma in modern warfare, characterized by externally mild injuries but internally severe injuries, rapid disease progression, and a high rate of early death. The injury is complicated in clinical practice, often with multiple and compound injuries. Currently, there is a lack of effective protective materials, accurate injury detection instrument and portable monitoring and transportation equipment, standardized clinical treatment guidelines in various medical centers, and evidence-based guidelines at home and abroad, resulting in a high mortality in clinlcal practice. Therefore, the Trauma Branch of Chinese Medical Association and the Editorial Committee of Chinese Journal of Trauma organized military and civilian experts in related fields such as thoracic surgery and traumatic surgery to jointly develop the Clinical treatment guideline for pulmonary blast injury ( version 2023) by combining evidence for effectiveness and clinical first-line treatment experience. This guideline provided 16 recommended opinions surrounding definition, characteristics, pre-hospital diagnosis and treatment, and in-hospital treatment of pulmonary blast injury, hoping to provide a basis for the clinical treatment in hospitals at different levels.
4.Probability assessment of dietary aluminum exposure among primary school students in Henan Province
LI Shan, HAN Han, YE Bing, ZHOU Shengsheng, YANG Li, YUAN Pu, FU Pengyu, ZHANG Shufang
Chinese Journal of School Health 2022;43(12):1783-1786
Objective:
Combining the aluminium content data of food in Henan Province with the data of children s food consumption, to evaluate probability of dietary aluminum exposure among primary school students.
Methods:
Database of nine types of aluminum containing food and their consumption among primary school students in Henan Province were established. The probability distribution of dietary aluminum exposure was calculated by Monte Carlo simulation using Crystal Ball 11.1.2.4 software, and the sensitivity analysis of exposure was conducted.
Results:
The average content of aluminum in fried bread stick was the highest, with the value of 150.89 mg/kg. The consumption of dietary aluminum was highest in steamed bun, with the value of 0.15 g. The average dietary aluminum exposure per kilogram of body weight was 1.99 mg per week of primary school students in Henan Province, accounting for 99.7% of the provisional tolerable weekly intake (PTWI). The 95th percentile of aluminum exposure per kilogram of body weight per week was 6.16 mg, which was three times of that of PTWI. Nearly 13.22% of primary school students had dietary aluminum exposure higher than PTWI. Among all kinds of food, the average aluminum exposure of fried bread stick per kilogram of body weight per week was the highest 1.19 mg. Aluminum content in fried bread stick accounted the highest proportion of average dietary aluminum exposure among primary school students.
Conclusion
The average dietary aluminum exposure level of primary school students in Henan Province is close to the PTWI established by JECFA, with the high consumption population exceeds the PTWI. Measures should be taken to reduce the dietary aluminum exposure risk of primary school students.
5.Efficacy comparison of internal fixation of ribs with complete thoracoscopy and thoracotomy for flail chest
Jianjun GE ; Shunkai ZHOU ; Feng YE ; Shengsheng YANG ; Qingqing SONG ; Yunfeng YI
Chinese Journal of Trauma 2022;38(11):999-1005
Objective:To compare effect of internal fixation of ribs assisted by complete thoracoscopy and thoracotomy for flail chest.Methods:A retrospective cohort study was used to analyze the clinical data of 86 patients with flail chest treated at No.2 Hospital of Nanping City and 900th Hospital of Joint Logistics Support Force between January 2019 and December 2020, including 58 males and 28 females; aged 25-69 years [(42.9±9.5)years]. A total of 45 patients underwent internal fixation of ribs assisted by complete thoracoscopy (thoracoscopy group), and 41 patients by thoracotomy (thoracotomy group). The operation time, number of fixed ribs, intraoperative blood loss, ventilation time, postoperative length of hospital stay, hemodynamic indicators [partial pressure of oxygen (PaO 2), partial pressure of carbon dioxide (PaCO 2), oxygenation index (PaO 2/FiO 2)] before surgery and at 1 day after surgery, respiratory function [forced vital capacity (FVC), forced expiratory volume in one second (FEV1), maximal voluntary ventilation (MVV)] at 1, 3, 6 and 12 months after surgery and postoperative complications were compared between the two groups. Results:All patients were followed up for 12-18 months [(14.1±1.9)months]. Thoracoscopy group showed prolonged operation time [(139.5±36.4)minutes vs. (114.8±32.5)minutes], reduced intraoperative blood loss [(124.6±42.4)ml vs. (198.6±62.6)ml] as well as shortened ventilation time [(4.0±1.1)days vs. (6.7±1.6)days] and postoperative length of hospital stay [(14.9±2.4)days vs. (17.9±3.7)days] when compared with thoracotomy group (all P<0.01). There was no statistical significance in the number of fixed ribs between the two groups ( P>0.05). There were no statistical differences in PaO 2, PaCO 2 or PaO 2/FiO 2 between the two groups before surgery (all P>0.05). At day 1 after surgery, the PaO 2 and PaO 2/FiO 2 in thoracoscopy group were (86.2±5.4)mmHg and 321.4±36.1, higher than (80.1±6.2)mmHg and 286.0±29.3 in thoracotomy group (all P<0.01); the PaCO 2 was (37.4±2.4)mmHg in thoracoscopy group, lower than (40.0±3.1)mmHg in thoracotomy group ( P<0.01). At 1 month, 3 months, 6 months and 12 months after surgery, the FVC was (75.5±10.9)%, (84.5±10.5)%, (93.1±12.8)% and (102.6±17.5)% in thoracoscopy group, higher than (69.2±9.9)%, (78.3±8.9)%, (86.2±10.4)% and (92.4±14.8)% in thoracotomy group; the FEV1 was (76.9±9.3)%, (88.4±12.9)%, (92.4±13.9)% and (98.5±10.6)% in thoracoscopy group, higher than (72.9±8.5)%, (82.8±11.4)%, (86.4±12.7)% and (93.5±11.9)% in thoracotomy group; the MVV was (78.3±13.4)L/min, (87.5±13.5)L/min, (94.6±14.7)L/min and (100.1±11.9)L/min in thoracoscopy group, higher than (72.5±11.6)L/min, (80.5±12.7)L/min, (86.5±13.5)L/min and (92.8±10.3)L/min in thoracotomy group (all P<0.05). There were no thoracic deformities in the two groups after surgery. There was no statistical significance in incision infection rate between the two groups ( P>0.05). The incidence rate of pulmonary infection, atelectasis and pleural effusion was 11.1% (5/45), 6.7% (3/45) and 11.1% (5/45) in thoracoscopy group, lower than 29.3% (12/41), 24.4% (10/41) and 31.7% (13/41) in thoracotomy group (all P<0.05). Conclusion:Although internal fixation of ribs with complete thoracoscopy has longer surgical time than thoracotomy in the treatment of flail chest, it can decrease intraoperative blood loss, ventilation time and length of hospital stay and is more conducive to improving the respiratory function and reducing complication rate.
6.Mucosal-associated invariant T cells expression and its clinical significance in ankylosing spondylitis
Yijun DAI ; Shengsheng YANG ; Meng ZHOU ; He LIN ; Shun YU
Chinese Journal of Rheumatology 2022;26(12):820-823
Objective:To investigate the expression of Mucosal-associated invariant T (MAIT) cells in the peripheral blood of ankylosing spondylitis (AS) patients, and to analyze its clinical significance.Methods:Sixty-four AS patients from September 2020 to September 2022 in Fujian Provincial Hospital and 60 healthy controls were enrolled. The expression of MAIT cells and CD69 +MAIT cells were detected by immunofluorescence. Spondylarthritis research consortium of Canada (SPARCC) scores of sacroiliac joint magnetic resonance imaging (MRI) were calculated and were analyzed based on clinical data. The changes of MAIT cells were observed in 7 patients with AS after treatment. t test, variance analysis and Pearson correlation analysis were used for statistical analysis. Results:The expression of MAIT cells in the peripheral of AS patients was significantly lower than that in the controls [(2.81±0.27)% and (4.46±0.86)% respectively, t=2.33, P=0.022], while CD69 +MAIT cells were significantly higher [(12.0±1.0)% and (7.8±1.2)% respectively, t=2.31, P=0.024]. The level of CD69 +MAIT cells were significantly positively correlated with erythrocyte sedimentation rate (ESR) ( r=0.39, P=0.010), C-reactive protein (CRP) ( r=0.36, P=0.012), ASDAS ( r=0.35, P=0.013) and SPARCC scores ( r=0.38, P=0.006) of AS patients. ASDAS scores and CD69 +MAIT cells obviously decreased in 7 treated AS patients ( F=7.62, P=0.007 and F=4.97, P=0.027 respectively). Conclusion:The expression of peripheral MAIT cells in AS patients is lower than that in healthy controls, but the number of the activated MAIT cells is increased. Levels of activated MAIT cells may in some extent reflect the inflammatory state and disease activity of AS, as well as inflammatory destruction of sacroiliac joint, and therapeutic effect. MAIT cells may partially participate in the inflammatory response and play a role in the pathogenesis of AS.
7.Analysis of foodborne diseases outbreaks in schools from 2011 to 2020 in Henan Province
YUAN Pu, FU Pengyu, LI Shan, YANG Li, ZHOU Shengsheng, YE Bing, ZHANG Shufang
Chinese Journal of School Health 2021;42(8):1242-1245
Objective:
To analyze the epidemiological characteristics of school foodborne disease outbreaks in Henan Province from 2011 to 2020 and to provide the basis for effective prevention and control of school foodborne disease outbreaks.
Methods:
The outbreaks of foodborne diseases in schools in Henan Province reported by the foodborne disease outbreak surveillance system from 2011 to 2020 were statistically analyzed.
Results:
A total of 47 outbreaks of school foodborne diseases were reported in Henan province in the past 10 years, with a total of 1 258 cases, 701 hospitalizations and 1 death. Zhengzhou, Zhumadian, Xinyang and Xinxiang were the top 4 cities in Henan Province in terms of the number of school foodborne disease outbreaks reported. The peak of foodborne illness incidents in schools was in June and September. The largest number of incidents occurred in middle school canteens and primary school canteens(all 12). The number of reported incidents (12) and the number of cases of foodborne diseases (371) in schools caused by cereals and their products were the largest. Pathogenic bacteria and their toxins were the main pathogenic factors that caused the outbreaks of foodborne diseases in schools, accounting for 78.26% of the identified causes. Bacillus cereus was the top pathogens causing foodborne diseases outbreaks in schools. The pathogenic factor that caused the largest number of cases was Diarrheogenic Escherichia Coli, and the pathogenic factor that caused the death cases was poisonous mushrooms. Apart from unexplained incidents, improper processing was the main link leading to foodborne diseases outbreaks in schools.
Conclusion
The primary and middle school students are the group with high incidence of foodborne diseases in schools. The supervision and management of school canteen should be strengthened in summer to prevent the outbreak of bacterial foodborne diseases caused by improper processing and storage of grain food.
8. Application of preoperative endoscopic ultrasonography localization in adenocarcinoma of the esophagogastric junction
Yongwei XIE ; Shunkai ZHOU ; Xuegang FENG ; Baoquan LIN ; Yongpeng HUANG ; Zaizhong ZHANG ; Yu WANG ; Shengsheng YANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2019;35(10):612-616
Objective:
Preliminary study on the clinical effect of preoperative ultrasound endoscopy combined with staining labeling technique to locate the actual boundary of esophageal and gastric cancer
Methods:
From September 1, 2015 to October 30, 2017, 18 patients with esophageal adenocarcinoma were enrolled in this study. The actual boundaries of esophageal and gastric-derived adenocarcinoma lesions were localized by endoscopic ultrasonography and staining. There were 10 males and 8 females. After completing the preoperative examination, 1-2 days before operation, endoscopic ultrasonography was used to locate the edge of the lesion. Two point injection of carbon nano suspension was used to mark the location of 1cm at the longest distance from the longitudinal axis of the tumor. According to the length of longitudinal axial staining, the thoracotomy was performed. Intraoperative proximal margin resection was used to send frozen pathology. According to the results of freezing, the operation was decided. After the operation, the specimens from the margin of the tumor were segmented into paraffin section, which was about 0.5cm in each segment, and the tumor cells were observed under the electron microscope at all levels of the paraffin sections.
Results:
The average time of preoperative endoscopic ultrasonography staining was(10.16±1.38) min, and the diameter of nano carbon diffusion was(1.43±0.41)cm. All patients in the operation could clearly see the nano carbon staining area under the naked eye. In the field, the average time of locating lesions was(1.27±0.53)min. 5 patients underwent thoracoabdominal surgery and 13 underwent abdominal surgery. The average length of the cut margin of the tumor was(4.74±1.12)cm, and the frozen pathology of the incision margin was negative, and no additional operation was performed. The routine pathology confirmed that all the specimens were negative.
Conclusion
The staining and labeling technique for adenocarcinoma of the esophagogastric junction under endoscopic ultrasonography can detect the tumor edge and the scope of invasion accurately. It provides guidance and guarantee for the smooth implementation of AEG precision surgery. It is a safe, rapid and effective positioning technique.
9. Prognostic significance of miRNA-223 targeting SOX11 in mantle cell lymphoma
Qing ZHANG ; Wentao ZHANG ; Shengsheng WU ; Jingjing YUAN ; Long TIAN ; Yanyan LIU ; Wenli ZUO ; Yongping SONG ; Keshu ZHOU
Chinese Journal of Hematology 2018;39(7):579-583
Objective:
To explore the expression and prognostic significance of miR-223 in patients with mantle cell lymphoma (MCL) and to investigate the possible mechanism.
Methods:
Twenty-one newly diagnosed MCL patients with bone marrow involvement were enrolled in the present study, 20 healthy donors as normal control. The expression level of miR-223 and SOX11 mRNA was determined by RQ-PCR. CCK-8 and flow cytometer assays were used to analyze cell proliferation, cell cycle and apoptosis of the constructed miR-223 overexpressing MCL cell line, Granta519 cells. SOX11 protein expression level was determined by Western blot. The target gene of miR-223 was confirmed by dual luciferase reporter assay.
Results:
①Of the 21 newly diagnosed MCL patients, 15 were male and 6 female, the median age was 58 (37-72) years. The expression level of miR-223 was significantly down regulated in MCL patients compared with that of healthy donors (14.7±10.5
10. Study on the expression of TRIP13 mRNA in chronic lymphocytic leukemia B lymphocyte and the molecular mechanism of TRIP13 mediated JVM-2 cell proliferation and apoptosis
Keshu ZHOU ; Qing ZHANG ; Wentao ZHANG ; Yanyan LIU ; Shengsheng WU ; Jan ZHOU ; Xudong WEI ; Yongping SONG
Chinese Journal of Hematology 2017;38(7):618-622
Objective:
To investigate the clinical significance of expression level of thyroid hormone receptor interactors 13 (TRIP13) gene to probe its function and downstream molecular mechanism in chronic lymphocytic leukemia (CLL) .
Methods:
Real-time quantitative PCR method was used to detect the expression levels of TRIP13 mRNA of CD19+ B lymphocytes in 30 cases of patients with CLL and 12 cases of peripheral blood hematopoietic stem cell donors (normal control group) . Lentivirus mediated shRNA was used to interference the mRNA and TRIP13 protein in CLL cells JVM-2. Scramble sequence was used as control. Methyl thiazolyl tetrazolium colorimetric assay (MTT) and flow cytometry was used to detect the cell proliferation and apoptosis in TRIP13 knocked-down and negative control JVM-2 cells.
Results:
TRIP13 mRNA level was significantly higher in 30 cases of CLL patients (2-△Ct= 0.014 89) compared with 12 healthy donors (2-△Ct= 0.000 19) (


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