1.Influenza incidence prediction based on ARIMAX model including meteorological factors
LÜ ; Xiaoli ; ZHU Yi ; ZHU Junwei
Journal of Preventive Medicine 2021;33(8):780-783
Objective:
To evaluate the feasibility of autoregressive integrated moving average with explanatory variables ( ARIMAX ) model including meteorological factors on the prediction of influenza-like illness ( ILI ), so as to provide a basis for the monitoring and early warning of influenza.
Methods:
The ILI data reported by four sentinel hospitals in Yuhang District of Hangzhou from the 1st week of 2014 to the 26th week of 2018 was collected, as well as the meteorological data during the same period. The ARIMAX model was established using the percentage of ILI cases in total outpatients ( ILI% ) data from the 1st week of 2014 to the 52nd week of 2017 and the meteorological factors selected by Lasso regression model. The ILI% from the 1st to 26th week of 2018 was predicted and compared with the actual values to verify the ARIMAX model.
Results:
From the 1st week of 2014 to the 26th week of 2018, a total of 60 419 cases of ILI were reported by the four sentinel hospitals of Yuhang District, with ILI% of 1.29%. Lasso regression analysis showed that there was a positive correlation between weekly average absolute humidity and ILI% ( r=27.769 ), and a negative correlation between weekly average temperature and ILI% ( r=-0.117 ). The ARIMAX (1, 0, 0) ( 1, 0, 0 )12 with weekly average temperature and absolute humidity was selected as the optimal model, with the Bayesian information criterion (BIC) value of 81.30 and the mean absolute percentage error (MAPE) value of 15.77%. The MAPE value of the ARIMAX model predicting the ILI% from 1st to 26th week of 2018 were 43.75%.
Conclusion
The ARIMAX model including meteorological factors can be used to predict the prevalence of ILI, but the accuracy needs to be promoted.
2.Clinical study of shengmai injection on the regulation of TNF-αand IL-8 during cardiopulmonary resuscitation
Mengqiu YI ; Xiaoli SUN ; Xuebing ZHENG
Clinical Medicine of China 2008;24(5):429-431
Objective To explore the mechanism of shengmai injection on relieving ischemia reperfusion injury and antagonizing systemic inflammatory response syndrome by regulating cytokines when it was applied at the early stage of cardiopulmonary resuscitation(CPR).Methods 40 cases suffering from cardiac arrest and had their heart beat recovered through CPR for more than 24 hours were randomly divided into SMI group and control group(20 cases for each).The patients in the two groups were treated with common therapeutics based on the CPR,but the patients in SMI group were intravenously dropped with SMI in the early period of PLS phase,then the changes of serum concentration of TNF-α and IL-81h,2h,6h,12h and24h after CPR in the two groups was compared.Results The concentrations of serum TNF-α and IL-8 stepped up gradually after resuscitation and the levels of TNF-αand IL-8 in SMI group were lower than that of the control group at 1h,2h,6h,12h and 24h after resuscitation(P<0.05).Conclusion SMI functions to relieve ischemia reperfusion injury by regulating cytokines and antagonizing systemic inflammatory response syndrome.
3.Expression of nesprin-1 gene in development of mouse heart
Xiaoli LI ; Qijian YI ; Qiuping ZHANG ; Yasha LI
Journal of Third Military Medical University 1983;0(03):-
Objective To detect the expression of nesprin-1 gene mRNA and protein and to localize the sub-cellular protein during the development of mouse heart.Methods Samples of embryonic heart tissue were collected from postnatal and adult mice on embryo 12.5 days(E12.5),E14.5,E16.5,and E18.5,respectively.Expression levels of nesprin-1 mRNA and protein and the protein sub-cellular location in samples of embryonic heart tissue from mice were detected by reverse transcriptase PCR,Western blot analysis and immunofluorescence at different time points.Results The expression level of nesprin-1 mRNA and protein in samples of embryonic heart tissue from postnatal and adult mice was measured on E12.5,E16.5 and E18.5,respectively,which increased with the development of mouse heart,reached it peak on E16.5 and E18.5.The lowest expression level of nesprin-1 mRNA and protein was found in adult mice.Immunofluorescence showed that nesprin-1 was distributed in nuclear envelope and in spaces around the nuclei.Conclusion nesprin-1 is dynamically expressed during the development of mouse heart,and highly expressed in the mature period of cardiac conduction system and cardiac muscle cells,indicating that it plays an important role in the development of cardiac conduction system and cardiac muscle cells.
4.Skin damage induced by ultraviolet radiation in high altitude: a survey in officers and soldiers
Qinglin XIAO ; Kaiqi CHANG ; Suchen LIU ; Xiaoli WANG ; Yi WANG
Chinese Journal of Dermatology 2008;41(4):211-213
Objective To characterize the skin damage induced by ultraviolet radiation in officers was observed in 67.5% of the 1286 officers and soldiers:tanning in 62.05%(798/1286),photoaging in 18.66%(240/1286),polymorphous light eruption in 13.69%(176/1286)and sunbum in 13.30%(171/1286).Two hundred and thirteen subjects each had two kinds of skin amage,and 152 subjects each had three kinds of skin damage.With the time of being in the army and cumulative sun-exposure period,the prevalence of tanning,photoaging and polymorphous light eruption increased,while the prevalence of sunburn decreased.Sunburn mostly occurred in newly assigned soldiers.Conclusions The condition of skin damage nduced by ltraviolet radiation iS severe in officers and soldiers working in high altitude,and effective measures are warranted for the prevention and treatment of the skin damage.
5.Application research on Disease Severity Assessment Scale in dividing nursing level of patients with different diseases
Xiaoli YAN ; Yi CUI ; Junqin DING ; Xiuguo ZHANG ; Luqin DI
Chinese Journal of Practical Nursing 2016;32(10):777-779
Objective To explore clinical practice value of Disease Severity Evaluation Scale (DSAS), and divide patient's nursing level according to the results of DSAS. Methods The assessment group was set up for evaluation of the scale, DSAS was used to determine the nursing level of 3 713 hospitalized patients (age > 18 years old) from 17 clinical departments, from April to May 2014. Results Nursing level determined by DSAS was compared with the standard nursing level, kappa coefficient was 0.72, P < 0.05, suggesting that the consistency was better. According to the kappa coefficient, 17 clinical departments could be divided into three categories, namely the applicability of DSAS were different in different departments. Conclusions DSAS can be used as a objective basis for division of nursing level and has a certain clinical significance. But in order to make it guide clinical work better, scoring system with department characteristic should be developed on the basis of DSAS.
6.Review of the medicinal value aboutRhamnusL. extract
Shuai ZHANG ; Xiaoli WANG ; Zelin LI ; Yi ZENG
International Journal of Traditional Chinese Medicine 2017;39(2):186-188
RhamnusL., a kind of traditional Chinese medicine, is mainly used to treat some diseases as a supplementary component in the formula. This paper, reviewed its potential medicinal value in the antibacterial activity, antioxidantactivity, anti-allergic activity and anti-tumor activity.
7.Rapid diagnosis of trisomy 21 syndrome by denaturing high-performance liquid chromatography
Xiaoli HUANG ; Duanrong MEI ; Yi HUANG ; Yanan WU ; Hao CHEN
International Journal of Laboratory Medicine 2014;(21):2879-2880
Objective To detect the double DNA of trisomy 21 syndrome patients by denaturing high-performance liquid chro-matography(DHPLC) in order to rapidly diagnose trisomy 21 syndrome .Methods To amplify DNA fragments of three short tan-dem repeats of D21S111 ,D21S1411 and D21S1412 using corresponding primers .Then DHPLC was introduced to analyze the DNA fragments in the temperature of 50 ℃ .Results DHPLC elution profiles of D21S111 ,D21S1411 and D21S1412 of normal control showed one peak or two peaks with the same altitude .However DHPLC elution profiles of 21 trisomy syndrome patients showed two peaks of different altitudes ,which one′s altitude was twice than another .Conclusion DHPLC is a sensitive ,convenient ,auto-matic and highly-efficient method to diagnose trisomy 21 syndrome and can be widely used in the clinic diagnosis .
8.Analysis of the situation of pre-pregnancy health check in rural areas of Sichuan province
Yi YOU ; Daobin JIANG ; Yaya SHI ; Xiaoli LI ; Yanqiao WU
Chongqing Medicine 2015;(6):822-824
Objective To investigate the situation of pre-pregnancy health check in rural areas of Sichuan province and get the key difficult points during the process of carrying out the work.Methods According to the economic situation in Sichuan province and geographic distribution,random eight areas in Sichuan province (Chengdu,Neijiang,Nanchong,Ziyang,Meishan,Zigong,Les-han and Suining),investigate pregnant women in maternal and child health care institutions and family planning service institutions at all all levels in the areas above.Results Only 334 people (33.26%)underwent the pre-pregnancy health check during the 974 pregnant women in rural areas.The rate of planned pregnancy is low;the rate of unintended pregnancy is close to 40.00%.55.29%of the planned pregnancy women didn′t undergo the pre-pregnancy health check.And the factors that affect their behavior of under-going pre-pregnancy health check are whether planned pregnancy and personal attitude towards pre-pregnancy health check.Conclu-sion The rate of pre-pregnancy health check is low in the pregnant women from rural areas of Sichuan province,the health sector needs to make efforts to promote and enhance the awareness of the rural pregnant women to prevent birth defects and the initiative in participation.
9.Study on the risk values of glycated hemoglobin in diabetes mellitus and pre-diabetes
Jing WANG ; Bo SHEN ; Jing ZHENG ; Xiaoli ZHU ; Yi SHEN
Chinese Journal of Laboratory Medicine 2014;(9):701-704
Objective To study the risk values of glycosylated hemoglobin ( HbA1c) screening patients with diabetes mellitus(DM) and pre-diabetes(PreD) in different age and sex.Methods HbA1c results from10 840 in Taizhou Hospital in 2012 were retrospectively collected , and CHAID analysis of decision tree was used in preliminary hierarchy .Age was further divided into five groups according to the preliminary results , then one-way ANOVA and linear regression were utilized to determine the differences between age groups and the prediction intervals (PI) of HbA1c,respectively.The upper limit value of 95%PI of HbA1c was set as diabetes risk values ( DRVs).By comparison of the sensitivity of DM patients screening by DRVs in 1 889 cases whose HbA1c were between 6.0%to 6.5%and the upper limit value of traditional HbA1c reference intervals to verify the screening value ofDRVs .Then the DRVs of HbA1c were utilized to screen DM in the population whose HbA 1c is were 6.0%-6.5% in 2008,and followed their re-examination records toverify the screening value of the DRVs toin PreD patients. Results (1) On the basis of the initially root of decisiontree by age , the populationwas divided into 9 groups ( P =0.000, F =231.462).By calculatingthe 95% confidence interval(CI) of each group and merging reasonably,it was finally divided into 5 groups:20-30years,31-40years,41-50years,51-60years and >60years (F=434.342, P=0.000).(2)Using the method of linear regression , the 95% PI of HbA1c of the 5 groups showed as following:20-30 years, males 4.6%-5.9%, females 4.6%-5.9%.31-40 years, males 4.8%-6.0%, females 4.7%-6.0%.41-50 years, males 4.9%-6.2%, females 4.8%-6.1%.51-60 years, males 5.0%-6.3%, females 4.9%-6.2%.>60 years, males 5.1%-6.4%, females 5.0%-6.3%.The traditional HbA1c reference interval was4.8%-6.3%.(3) The screening sensitivity of DM by the upper limit value of traditional HbA1c reference interval and DRVs in group which HbA1c was between 6.0%-6.5% were 34.5%and 48.1%,respectively.(4) Reviewing of the group with HbA1c between 6.0%-6.5% and not diagnosed as DM in 2008, 49 hadnegative DM screening results by using the upper limit value of traditional HbA1c reference interval but were positive in our setting DRVs , and 13 have developed to DM now , which accounted for 26.5%.Conclusion HbA1c DRVs need to be set hierarchically between different age and sex groups as a supplement to the traditional reference interval , which has a great significance for the diagnosis and treatment of DM and also forthe screening and intervention of PreD patients.
10.Protective effect of mycophenolate mofetil to renal tissures in diabetic rats
Xiaoli HUANG ; Yongman LV ; Jianfeng LUO ; Yan YI
Basic & Clinical Medicine 2006;0(04):-
Objective To assess the renal protective effects of mycophenolate mofetil(MMF) in diabetic model rats and to explore its mechanism. Methods SD rats were divided randomly into there groups: control group,diabetic model group and diabetic group treated with MMF. In 12 weeks, blood glucose(BG), blood urea nitrogen(BUN), serum creatinine(Scr), index number of kidney hypertrophy(kidey weight to body weight, KW/BW),creatinine clearance(Ccr) and 24- hour urinary protein (24Upro) were detected. Kidney tissure were examined by microscopy. The protein exprssion of intercellular adhesion molecule-1 (ICAM-1) and proliferating cell nuclear antigen(PCNA) in renal tissure were determined by immunohistochemical technique. The mRNA expression of ICAM-1 in kidney tissure were semi-quantitatively determined with reverse transcription-polymerase chain reaction(RT-PCR). Results Compared with control group, BG、KW/BW、24Upro、BUN、Scr and Ccr were significantly increased in diabetic model rats(P