1.Deep learning combine with radiomics based on MRI for evaluating H3 K27 status of midline gliomas
Jiaqi TU ; Zhongxiang LUO ; Jianpeng LIU ; Haoqing CHEN ; Bo JIN ; Fengping ZHU ; Yuxin LI ; Bin HU
Chinese Journal of Medical Imaging Technology 2024;40(6):810-814
Objective To observe the value of deep learning combine with radiomics based on MRI for evaluating H3 K27 status of midline gliomas.Methods Totally 127 patients with diffuse midline glioma H3 K27-altered(H3-DMG)and 127 patients with midline glioblastoma(GBM)without H3 K27 mutation were retrospectively enrolled.The patients were randomly divided into training set(n=204)and test set(n=50)at the ratio of 8:2.U-Net neural network visual and radiomics features of tumors were extracted based on MRI,and a deep learning radiomics model was established,its value for evaluating H3 K27 status was observed.Results Based on training set,0.500 was obtained as the security score partition value for the model classification task.In test set,the median safety score of the obtained deep learning radiomics model for evaluating H3 K27 status of H3-DMG and GBM was 0(0,0)and 0.999(0.616,1.000),respectively,for the former was lower than for the latter(Z=-5.114,P<0.001).The sensitivity,specificity,accuracy and area under the curve of deep learning radiomics model for evaluating H3 K27 status in training set was 93.14%,81.37%,87.25%and 0.953(95%CI[0.923,0.976]),respectively,while was 88.00%,80.00%,84.00%and 0.922(95%CI[0.829,0.986])in test set,respectively.Conclusion Deep learning radiomics based on MRI could accurately evaluate H3 K27 status of midline gliomas.
2.Trend of incidence rate of acute myocardial infarction in Tengzhou City, Shandong Province, from 2013 to 2021
Xin WANG ; Liyu ZHOU ; Yuluan XU ; Xinggui HAN ; Li CHENG ; Shujun YE ; Hongyu ZHU ; Jinguo HAN ; Zongyi WU ; Fengping ZHAO ; Fuzhong SI
Chinese Journal of Preventive Medicine 2024;58(10):1556-1561
The surveillance data of new cases of acute myocardial infarction (AMI) from January 1, 2013, to December 31, 2021, in Tengzhou City, Shandong Province, were used to analyze the incidence rate of AMI and its change trend among residents. The age and gender standardized incidence rate was calculated based on the 7th National Population Census 2020. The Cochran-Armitage trend test was used to analyze the trend of onset time and age. From 2013 to 2021, the crude and standardized incidence rate of total AMI in Tengzhou City declined from 130.07/100 000 and 161.12/100 000 to 76.15/100 000 and 72.77/100 000 ( Z=-13.785 and -20.822, both P<0.001). The crude and standardized incidence rates of males were higher than those of females. In 2016, males aged 45-54 years old and females aged 35-64 years old increased by 33.33%, 103.65%, 106.30%, and 95.75% compared to 2015, and the differences were statistically significant ( χ2=6.512, 4.965, 25.115, and 46.004, all P<0.05). The incidence rate of AMI in men aged<35 and 35-44 years old had an upward trend. From 2013 to 2021, the incidence rate of AMI decreased by 55.15% in urban areas and 36.59% in rural areas ( Z=-8.529 and -11.235, both P<0.001).
3.Trend of incidence rate of acute myocardial infarction in Tengzhou City, Shandong Province, from 2013 to 2021
Xin WANG ; Liyu ZHOU ; Yuluan XU ; Xinggui HAN ; Li CHENG ; Shujun YE ; Hongyu ZHU ; Jinguo HAN ; Zongyi WU ; Fengping ZHAO ; Fuzhong SI
Chinese Journal of Preventive Medicine 2024;58(10):1556-1561
The surveillance data of new cases of acute myocardial infarction (AMI) from January 1, 2013, to December 31, 2021, in Tengzhou City, Shandong Province, were used to analyze the incidence rate of AMI and its change trend among residents. The age and gender standardized incidence rate was calculated based on the 7th National Population Census 2020. The Cochran-Armitage trend test was used to analyze the trend of onset time and age. From 2013 to 2021, the crude and standardized incidence rate of total AMI in Tengzhou City declined from 130.07/100 000 and 161.12/100 000 to 76.15/100 000 and 72.77/100 000 ( Z=-13.785 and -20.822, both P<0.001). The crude and standardized incidence rates of males were higher than those of females. In 2016, males aged 45-54 years old and females aged 35-64 years old increased by 33.33%, 103.65%, 106.30%, and 95.75% compared to 2015, and the differences were statistically significant ( χ2=6.512, 4.965, 25.115, and 46.004, all P<0.05). The incidence rate of AMI in men aged<35 and 35-44 years old had an upward trend. From 2013 to 2021, the incidence rate of AMI decreased by 55.15% in urban areas and 36.59% in rural areas ( Z=-8.529 and -11.235, both P<0.001).
4.The change trend analysis of incidence of intracerebral hemorrhage in Tengzhou City,Shandong Province from 2013 to 2021
Xin WANG ; Jinghua FAN ; Yuluan XU ; Nana YAN ; Xianli SONG ; Wen HUANG ; Li CHENG ; Liyu ZHOU ; Hongyu ZHU ; Shujun YE ; Zongyi WU ; Fengping ZHAO ; Fuzhong SI
Chinese Journal of Neurology 2023;56(7):770-779
Objective:To analyze the changing trend of intracerebral hemorrhage (ICH) incidence among residents with different characteristics during 9 years of comprehensive hypertension prevention and control (hypertension prevention and control) in Tengzhou from 2013 to 2021.Methods:From January 1, 2013 to December 31, 2021, the new ICH cases collected by the Center for Disease Control and Prevention in Tengzhou City were analyzed to calculate the incidence of ICH, and the trend of its distribution was analyzed among residents with different ages, sexes, and between urban and rural areas. The registered population information came from Tengzhou Public Security Bureau. Age and sex standardized incidence was calculated based on the 7th National Population Census in 2020. The Cochran-Armitage test was used to analyze the time and age trends of the incidence.Results:The overall ICH crude and standardized incidence in Tengzhou City decreased from 97.30/100 000 to 52.13/100 000 ( Z=-9.93, P<0.001) and 119.30/100 000 to 50.69/100 000 ( Z=-15.40, P<0.001) from 2013 to 2021, and both elevated to form a single peak in 2020, with 22.58% ( χ 2=24.02, P<0.001) and 18.09% ( χ 2=17.08, P<0.001) higher than in 2019, respectively. The trends in male and female incidence over the same period were similar to the overall trends, and the incidence was higher in males than in females in all years. The incidence of ICH increased with age in all years. The difference of increase in male incidence rate in 2020 was statistically significant in three age groups ≥45 years compared with 2019 (36.29%, 23.57% and 16.18%, respectively, χ 2=6.73, 4.65, 4.00, P<0.001). The incidence of ICH decreased by 70.07% and 36.23% ( Z=18.44, 5.22, P<0.001) in urban and rural areas respectively from 2013 to 2021, whereas increased by 34.15% ( χ 2=10.88, P<0.01) and 22.08% ( χ 2=18.63, P<0.001) in 2020 compared with 2019 separately. Conclusions:The incidence of ICH in Tengzhou from 2013 to 2021 showed a significant downward trend, with the decrease in the incidence of ICH in women exceeding that in men. The decrease in the incidence of ICH in urban areas exceeded that in rural areas, and male morbidity seemingly had a younger trend.
5.Temporal trend of cerebral hemorrhage mortality rate in Tengzhou, Shandong Province from 2013 to 2021
Li CHENG ; Chuanxin TIAN ; Yuluan XU ; Hongyu ZHU ; Shujun YE ; Zongyi WU ; Fengping ZHAO ; Fuzhong SI
International Journal of Cerebrovascular Diseases 2023;31(7):497-505
Objective:To investigate the temporal trend of the mortality rate of intracerebral hemorrhage (ICH) among residents with different characteristics during the comprehensive prevention and control of hypertension in Tengzhou, Shandong Province from 2013 to 2021.Methods:Comprehensive prevention and control of hypertension was conducted in Tengzhou, Shandong Province from 2013 to 2021. ICH mortality rate was calculated from January 1, 2013 to December 31, 2021. ICH mortality monitoring data from Tengzhou, Shandong Province was used to analyze the temporal trend of ICH mortality among residents with different characteristics. The registered residence population came from the Public Security Bureau of Tengzhou, Shandong Province. The age and gender standardized mortality rate was calculated based on the data of China's seventh population census in 2020. The temporal and age trends of mortality were analyzed using Cochran Armitage Trend Tests.Results:From 2013 to 2021, the overall crude and standardized mortality rates of ICH in Tengzhou, Shandong Province decreased from 50.51/100 000 and 63.21/100 000 to 17.51/100 000 and 16.74/100 000, respectively ( Z=-11.013 and -15.426, P<0.001), with an average annual mortality rate decrease of 12.41% and 15.30%, respectively. The overall crude and standardized mortality rates in 2017 peaked compared to 2016, mainly due to an increase of 32.94% and 30.92% in male ICH crude and standardized mortality rates, respectively ( χ2=12.328 and 15.854, P<0.05). The mortality rate of ICH increased with age, and the decreasing trend over time became increasingly evident with age. The mortality rate of ICH in the ≥65 year old age group decreased by 77.94% over 9 years ( Z=-14.065, P<0.001). In 2017, the mortality rate of ICH in the male age group ≥65 years old and female 45-54 years old increased by 31.13% and 125.79% compared to 2016 respectively, there were statistically significant differences ( χ2=8.877 and 5.421, P<0.05). In 2021, the mortality rates of urban and rural ICH decreased by 93.22% and 46.40% compared to 2013, respectively ( Z=-13.279 and -5.393, P<0.001), with an average annual decrease of 28.56% and 7.50%, respectively. The ICH mortality rate in rural areas increased by 30.54% in 2017 compared to 2016 ( χ2=16.086, P<0.001); after 2018, the mortality rate of ICH began to be higher than that of urban areas ( χ2=33.400 and 67.305, P<0.001). Conclusions:The ICH mortality rate in Tengzhou, Shandong Province has shown a significant downward trend over time, with male mortality rate higher than female mortality rate and rural mortality rate higher than urban areas. This suggests that the key attention should be paid to both male and rural areas.
6.Application of variable number of tandem repeat typing method for Mycobacterium tuberculosis
FENG Xin ; HU Yan ; ZHAN Jian ; LIU Wenguo ; ZHU Damian ; SHEN Jing ; ZHANG Ting ; YU Fengping
China Tropical Medicine 2023;23(12):1323-
Objective To explore the molecular epidemiological characteristics of local Mycobacterium tuberculosis in Chongqing, China using genotyping methods and establish a suitable genotyping system tuberculosis genotyping in the region. Methods A total of 268 isolates collected from the sputum of tuberculosis patients at two national drug resistance monitoring sites in Chongqing from 2019 to 2021. The DNA of these isolates was extracted, and genotyping of the isolates was performed using VTNR 24 locus typing method. Epidemiological investigations were conducted on clustered isolates, and the clustering rates of isolates from the two surveillance sites were compared to analyze their transmission differences. Results In the two regions, the Hunter-Gaston discriminatory index (HGI) in Fengjie County ranged from 0 to 0.85, with 10 loci having an HGI above 0.6, 11 loci with an HGI between 0.3 and 0.6, and 3 loci with an HGI below 0.3; the highest resolution site was MIRU31, while the lowest resolution site was MIRU24. The HGI index in Fengdu County ranged from 0 to 0.81, with 12 loci having an HGI above 0.6, 9 loci with an HGI between 0.3 and 0.6, and 3 loci with an HGI below 0.3; the highest resolution site was MIRU26, while the lowest resolution site was MIRU23. In the clustering analysis, among the 140 isolates from Fengdu County, 10 samples clustered into 4 clusters, with the largest cluster consisting of 4 samples, resulting in a clustering rate of 4.1%. Among the 128 isolates in Fengjie County, 10 samples clustered into 5 clusters, with a clustering rate of 4.2%. Conclusion In Fengdu County and Fengjie County of Chongqing, the main population of the disease show independent genotypes, indicating a low recent transmission rate. The incidence of patients is mainly endogenous recurrence, that is, latent infection develops into active tuberculosis. While conducting standardized management of tuberculosis patients, prevention and control agencies should also increase the screening of latent infection at two monitoring points and carry out preventive treatment of latent infection, which is the key to reduce the incidence of tuberculosis in the two places.
7.A unified deep-learning network to accurately segment insulin granules of different animal models imaged under different electron microscopy methodologies.
Xiaoya ZHANG ; Xiaohong PENG ; Chengsheng HAN ; Wenzhen ZHU ; Lisi WEI ; Yulin ZHANG ; Yi WANG ; Xiuqin ZHANG ; Hao TANG ; Jianshe ZHANG ; Xiaojun XU ; Fengping FENG ; Yanhong XUE ; Erlin YAO ; Guangming TAN ; Tao XU ; Liangyi CHEN
Protein & Cell 2019;10(4):306-311
8.Allergens detection and clinical analysis of prurigo nodularis in patients
Wei CAO ; Xiaoyuan WANG ; Xiaoyan ZHAI ; Xiaoying ZHU ; Ting XU ; Yingjuan WANG ; Fengping LIN ; Jianyu HE
Journal of Xi'an Jiaotong University(Medical Sciences) 2017;38(1):122-126
ABSTRACT:Objective To investigate the distributional characteristics of anaphylactogens in prurigo nodularis (PN)patients so as to provide clinical basis for selecting the method of allergy test.Methods We divided 262 PN patients into four groups and then used skin-prick (5 4 patients ),skin-patch (5 0 patients ),serum IgE allergen detection (56 patients)and serum IgG allergen detection (102 patients)to analyze anaphylactogen positive rate and their distribution differences in PN.Results For skin-prick test in 54 PN patients,the detection rates of platanus orientalis,artemisia argyi,poplar,dust mite,dirt mite,cod,peanut and tomato were higher than those in the control group (P<0.05 ).For skin-patch test in 50 PN patients,the detection rates of nickel sulfate,flavor compounds,black rubber,and carba mix were higher than those in the control group (P<0.05).For serum IgE test in 5 6 PN patients,the detection rates of house dust,scandent hop,cat/dog hair,bug,penicillium/neurospora and mutton were higher than those in the control group (P<0.05).For serum IgG test in 102 PN ones,the detection rates of crab,shrimp,beef and cod were higher than those in the control group (P<0.05).Conclusion Skin-prick test and serum IgE detection have high application values in PN patients.Serum IgG detection is of certain importance in adjusting PN patients’diet structure while skin-patch test applied in PN needs further exploration.
9.Application of performance excellence management model in clinical nursing teaching
Xi ZHANG ; Miao ZHU ; Xue DU ; Xuejie WU ; Fengping ZHANG ; Lijuan XIA
Chinese Journal of Practical Nursing 2016;32(26):2056-2059
Objective To introduce the methods of performance excellence management model in clinical nursing teaching. Methods A total of 110 clinical nursing interns were selected before and after implementation of performance excellence model, traditional teaching method was used prior to the implementation of performance excellence model. The teaching quality evaluation, teachers teaching level feedback, examination of interns, teachers′ satisfaction degree with nursing work were investigated and compared before and after the implementation of performance excellence model. Results After the implementation of excellent performance management model, the assessment of interns with teaching quality scored from 3.75±0.51 (before the implementation) to 3.98±0.14, t=-6.738, P<0.01. Examination of interns by teachers scored from 92.44 ± 1.44 to 95.01 ± 2.20, t=-7.24, P<0.01. Teachers′satisfaction degree with nursing work scored from 3.91 ± 0.44 to 4.26 ± 0.46, t=-3.006, P<0.01. Conclusions The application of excellent performance management model in the hospital clinical nursing teaching can effectively improve the quality of teaching as well as satisfaction degree of nursing interns, teachers and departments.
10.Effect of SIRT1 on cell proliferation and senescence of human pancreaticβ-cells CRL-1837
Xiaoling TIAN ; Dongliang ZHU ; Fengping LIN ; Simin ZHU ; Guanya CHEN ; Caiyan LI
Chinese Journal of Endocrinology and Metabolism 2015;(7):621-622
Histone deacetylase 1 ( sirtuin 1, SIRT1) is an important member of deacetylase family, and plays an important role in the process of malignant tumor and embryonic development. In this article it was found that overexpression of SIRT1 could accelerate the DNA synthesis in human pancreatic beta cell CRL-1837 and inhibit cell senescence. SIRT1 also could bind to p53 as detected by co-immunoprecipitation and could change the phosphorylation level of p53.

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