1.Analysis of image features of fundus blood vessel in healthy human eye based on deep learning techniques
Mengyu HUI ; Jinglin SHI ; Xiaohan YU ; Jian LI ; Yan ZHANG ; Zhengli TANG ; Shanghai YU ; Yue GAO ; Ping LIU ; Hua ZHANG
International Eye Science 2024;24(10):1542-1550
AIM:To explore the fundus vascular characteristics of healthy individuals based on deep learning techniques, with a view to discovering the range of normal values of the fundus arteries and veins, as well as the relationship between physiological factors, such as gender, age, body mass index(BMI), blood pressure, and fundus vasculature characteristics.METHODS:Fundus images of healthy people were taken from a professional fundus camera, and the subject's blood pressure and laboratory test was collected. Additionally, the fundus arteries and veins were segmented by the improved U-Net model, and the color, morphology and Haralick texture features of the vessels were extracted from computer vision technology.RESULTS:A total of 4 487 cases fundus images were taken and 326 cases with healthy and clear fundus images were screened, including 200 males and 126 females. There were differences in the morphology, color, and textural characteristics of the left and right eyes, as well as of the fundus arterioles and veins, with a mean vessel width(width)of 1.146 in the arteries and 1.430 in the veins, and an arteriovenous ratio about 4:5. Fundus artery and vein characteristics in healthy individuals of different ages(21-30, 31-40, 41-50): compared with the healthy population aged 21-30 and 31-40 years, arterial and venous inverse difference moment(idm), f12 and venous angular second moment(asm)values increased, and arterial and venous contrast(con), entropy(ent), difference entropy(den), and venous sum entropy(sen)values decreased in 41-50 years. Compared with the 21-30 years age group, arterial f12 values increased and venous con values decreased in 31-40 years(all P<0.05). Fundus vascular characteristics of healthy individuals of different sexes: compared with male, fundus arterial and venous sum average(sav), sum variance(sva)values, arterial curved values, and venous b mean, bsd, variance(var), sen, ent values increased in female, while venous area value of female decreased(all P<0.05). There were no statistically significant differences in fundus arteriosus and venous features in healthy subjects with different levels of BMI(all P>0.05). Fundus characteristics of healthy people with different degrees of blood pressure: there were statistically significant differences in fundus arteriosus area, width, and venous con, idm, dva, and den values between the normal blood pressure and high blood pressure groups(all P<0.05).CONCLUSION: The characteristics of the left and right eyes as well as the fundus arteries and veins differ in healthy individuals and correlate with physiological factors such as gender, age and blood pressure, which have the value of a potential microcirculation marker.
2.Comparison of the effects of Cox regression analysis model and decision tree model in identifying risk factors for the occurrence of hypertension in the elderly
Yaru LI ; Nan WANG ; Zhiwen GE ; Zhengli SHI ; Zhongxin HONG
Journal of Public Health and Preventive Medicine 2024;35(4):24-27
Objective To explore the risk factors for the occurrence of hypertension in middle-aged and elderly residents in China using the Cox regression analysis model and decision tree model, and compare the differences between the two methods. Methods The 2011-2015 China Health and Retirement Longitudinal Study data were used. The study investigated the risk factors for hypertension using both a multivariate Cox regression model and a decision tree model. Results The results showed that the incidence rate of hypertension between 2011-2015 was 22.79%. Both the Cox regression model and decision tree model identified age, education level, body mass index, and diabetes as risk factors for hypertension. The Cox regression model also identified drinking status as a risk factor, while the decision tree model identified gender and marital status as additional risk factors. The area under the curve (AUC) suggested that the Cox regression model and decision tree model had comparable ability to predict hypertension. Conclusions The risk factors for hypertension include gender, age, education level, marital status, alcohol consumption, body mass index, and history of diabetes. The effectiveness of the hypertension prediction model established based on Cox regression model and decision tree model results is not different.
3.Current status and prospect of diagnosis and treatment of neonatal lactose intolerance
Chongqing Medicine 2024;53(5):641-643,650
Lactose intolerance refers to the poor absorption of lactose caused by insufficient number or low activity of lactase,which leads to one or more gastrointestinal symptoms.Newborns are mainly develop-mental and secondary lactase deficiency,with various clinical symptoms,which are easy to be missed and mis-diagnosed.Neonatal lactose intolerance is often diagnosed by fecal reducing sugar and pH determination and urinary galactose determination,but there are still many hospitals that have not carried out related inspection projects.Although there is currently a lack of specific guidelines for neonatal lactose intolerance,but in the context of promoting breastfeeding,reducing the abuse of special milk powder,and rational use of efficient,high-quality lactase is particularly important.In addition,a series of problems involved in the diagnosis and treatment of neonatal lactose intolerance in China need to be further explored.How to find a balance point in the treatment of lactose intolerance will be a direction for future research.
4.The efficacy of a new domestic arterial suction catheter in thrombectomy:an experimental study
Yuan YUAN ; Yadong SHI ; Yangyi ZHOU ; Hao HUANG ; Zhaoxuan LU ; Zhengli LIU ; Jie KONG ; Liang CHEN ; Haobo SU
Journal of Interventional Radiology 2023;32(12):1207-1210
Objective To evaluate the efficacy and safety of a domestic arterial thrombus aspiration catheter in treating acute arterial ischemic events in the experimental dogs,and to compare this catheter with Penumbra suction catheter.Methods Acute ischemic embolism model was established in the external carotid and renal arteries of experimental dogs,and the experimental dogs were randomly assigned to the study group and control group.The embolized blood vessels were treated with thrombectomy.Results A total of 12 experimental dogs were enrolled in this study,with 6 dogs in each group.All of the 12 experimental dogs were successfully modeled.In the study group and the control group,the cumulative success rates of thrombectomy were 92.9%and 66.7%respectively(P>0.05),the incidences of intraoperative vascular dissection were 0%and 8.3%respectively(P>0.05),and the incidences of vasospasm were 35.7%and 0.75%respectively(P>0.05).Conclusion In treating thrombus-embolized blood vessels with mechanical thrombectomy in experimental dogs,no statistically significant differences in the efficacy and safety exist between using domestic arterial thrombus aspiration catheter and using Penumbra suction catheter.(J Intervent Radiol,2023,32:1207-1210)
5.Application of an occupational health risk assessment method in dioctyl phthalate producing enterprise
Chengming MENG ; Peihuan QIAO ; Xiaojun LIANG ; Zhengli MENG ; Qiang LIU ; Jian SHI ; Wenhua QIN ; Linyuan ZHANG ; Shanfa YU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(6):463-465
Objective:To find the risk assessment model of [di (2-ethylhexyl) phthalate, DEHP] fitting well for producing companies.Methods:The Cluster Sampling method was used in selecting a DEHP producing company in the occupational health and workplace environment monitoring study conducted between July and August in 2017. Data was collected by site evaluating and workplace environment monitoring. According to GBZ/T 298-2017《Technical Guidelines for Occupational Health Risk Assessment of Chemical Hazards in the Workplace》, a qualitative assessment method and a semi-quantitative comprehensive index method were chosen as the models and were compared.Results:The occupational health risk of the two methods rated 4 (high risk) and 2 (negligible risk) .Conclusion:The semi-quantitative comprehensive index method is more comprehensive and accurate when used to assess the occupational health risk caused by DEHP.
6.Application of an occupational health risk assessment method in dioctyl phthalate producing enterprise
Chengming MENG ; Peihuan QIAO ; Xiaojun LIANG ; Zhengli MENG ; Qiang LIU ; Jian SHI ; Wenhua QIN ; Linyuan ZHANG ; Shanfa YU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(6):463-465
Objective:To find the risk assessment model of [di (2-ethylhexyl) phthalate, DEHP] fitting well for producing companies.Methods:The Cluster Sampling method was used in selecting a DEHP producing company in the occupational health and workplace environment monitoring study conducted between July and August in 2017. Data was collected by site evaluating and workplace environment monitoring. According to GBZ/T 298-2017《Technical Guidelines for Occupational Health Risk Assessment of Chemical Hazards in the Workplace》, a qualitative assessment method and a semi-quantitative comprehensive index method were chosen as the models and were compared.Results:The occupational health risk of the two methods rated 4 (high risk) and 2 (negligible risk) .Conclusion:The semi-quantitative comprehensive index method is more comprehensive and accurate when used to assess the occupational health risk caused by DEHP.
7.Rapid Detection of Filoviruses by Real-time TaqMan Polymerase Chain Reaction Assays
Yi HUANG ; Hongping WEI ; Yunpeng WANG ; Zhengli SHI ; Herve RAOUL ; Zhiming YUAN
Virologica Sinica 2012;27(5):273-277
Ebola virus (EBOV) and Marburg virus (MARV) are causative agents of severe hemorrhagic fever with high mortality rates in humans and non-human primates and there is currently no licensed vaccine or therapeutics.To date,there is no specific laboratory diagnostic test in China,while there is a national need to provide differential diagnosis during outbreaks and for instituting acceptable quarantine procedures.In this study,the TaqMan RT-PCR assays targeting the nucleoprotein genes of the Zaire Ebolavirus (ZEBOV) and MARV were developed and their sensitivities and specificities were investigated.Our results indicated that the assays were able to make reliable diagnosis over a wide range of virus copies from 103 to 109,corresponding to the threshold of a standard RNA transcript.The results showed that there were about 1010 RNA copies per milliliter of virus culture supernatant,equivalent to 10,000 RNA molecules per infectious virion,suggesting the presence of many non-infectious particles.These data indicated that the TaqMan RT-PCR assays developed in this study will be suitable for future surveillance and specific diagnosis of ZEBOV and MARV in China.
8.Prevalence of Three Shrimp Viruses in Zhejiang Province in 2008
Xiaowei YU ; Jianping WANG ; Wei ZHANG ; Zhengli SHI
Virologica Sinica 2011;26(1):67-71
White spot syndrome virus(WSSV), Taura syndrome virus(TSV)and Infectious hypodermal and haematopoietic necrosis virus(IHHNV)are three shrimp viruses responsible for major pandemics affecting the shrimp farming industry. Shrimps samples were collected from 12 farms in Zhejiang province, China, in 2008 and analyzed by PCR to determine the prevalence of these viruses. From the 12 sampling locations, 8 farms were positive for WSSV, 8 for IHHNV and 6 for both WSSV and IHHNV. An average percentage of 57.4% of shrimp individuals were infected with WSSV, while 49.2% were infected with IHHNV. A high prevalence of co-infection with WSSV and IHHNV among samples was detected from the following samples: Bingjiang(93.3%), liuao(66.7%), Jianshan(46.7%)and Xianxiang(46.7%). No samples exhibited evidence of infection with TSV in collected samples. This study provides comprehensive information of the prevalence of three shrimp viruses in Zhejiang and may be helpful for disease prevention control in this region.
9.Genotyping of White Spot Syndrome Virus in Chinese Cultured Shrimp during 1998-1999
Virologica Sinica 2011;26(2):123-130
Recent studies showed that white spot syndrome virus(WSSV)isolates from different geographic locations share a high genetic similarity except the variable regions in ORF23/24 and ORF14/15,and variable number of tandem repeats(VNTR)within ORF94.In this study,genotyping was performed according to these three variable regions among WSSV isolates collected during 1998/1999 from Southern China.These WSSV isolates contain a deletion of 1168,5657,5898,9316 and 11093 bp,respectively in the variable region ORF23/24compared with WSSV-TW,and a deletion of 4749 or 5622 bp in the variable region ORF14/15 relative to TH-96-II.Four types of repeat units(RUs)(6,8,9 and 13 RUs)in ORF94 were detected in these isolates,with the shortest 6 RUs as the most prevalent type.Our results provide important information for a better understanding of the spatio-temporal transmission mode and the WSSV genetic evolution lineage.
10.Immunogenicity of the Spike Glycoprotein of Bat SARS-like Coronavirus
Yuxuan HOU ; Cheng PENG ; Zhenggang HAN ; Peng ZHOU ; Jiguo CHEN ; Zhengli SHI
Virologica Sinica 2010;25(1):36-44
A group of SARS-Iike coronaviruses(SL-CoV)have been identified in horseshoe bats.Despite SL-CoVs and SARS-CoV share identical genome structure and high-level sequence similarity,SL-CoV does not bind to the same cellular receptor as for SARS-CoV and the N-terminus of the S proteins only share 64% amino acid identity,suggesting there are fundamental differences between these two groups of coronaviruses.To gain insight into the basis of this difference,we established a recombinant adenovirus system expressing the S protein from SL-CoV(rAd-Rp3-S)to investigate its immune characterization.Our results showed that immunized mice generated strong humoral immune responses against the SL-CoV S protein.Moreover,a strong cellular immune response demonstrated by elevated IFN-γ and IL-6 levels was also observed in these mice.However,the induced antibody from these mice had weaker cross-reaction with the SARS-CoV S protein,and did not neutralize HIV pseudotyped with SARS-CoV S protein.These results demonstrated that the immunogenicity of the SL-CoV S protein is distinct from that of SARS-CoV,which may cause the immunological differences between human SARS-CoV and bat SL-CoV.Furthermore,the recombinant virus could serve as a potential vaccine candidate against bat SL-CoV infection.


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