1.Effects of changes in disease and injury spectrum on the health-adjusted life expectancy of permanent residents aged 55 and above in Shenzhen City from 2016 to 2030
Junyan XI ; Yijing WANG ; Yingbin FU ; Xiaoheng LI ; Jianjun BAI ; Yining XIANG ; Xiao LIN ; Jing GU ; Yuantao HAO ; Gang LIU
Chinese Journal of Preventive Medicine 2025;59(10):1640-1647
Objective:To analyze the effects of the disease and injury spectrum on health-adjusted life expectancy (HALE) among permanent residents aged 55 and above in Shenzhen from 2016 to 2030.Methods:Based on the mortality surveillance data and the permanent resident population data in Shenzhen from 2016 to 2022, the Sullivan method was used to calculate the HALE during 2016—2022. The Bayesian age-period-cohort model and the grey system model were used to predict the HALE during 2023—2030. The HALE changes in the two periods were decomposed into the contributions of 20 categories of diseases and injuries, respectively.Results:From 2016 to 2022, the HALE increased from 31.41 years (95% CI: 30.50-32.32) to 33.57 years (95% CI: 32.47-34.67). During this period, the mortality effect of neurological disorders slowed the increase of HALE, with a reduction of 0.27 years. By 2030, it is anticipated that the HALE will reach 36.40 years (95% CI: 34.78-38.01). This is expected to be influenced by the mortality effects of nutritional deficiencies (-0.40 years) and mental disorders (-0.29 years), as well as the disability effects of musculoskeletal disorders (-0.66 years), skin and subcutaneous diseases (-0.21 years) and nutritional deficiencies (-0.13 years). Conclusion:The HALE of permanent residents aged 55 years and above in Shenzhen demonstrated an increasing trend over time. Greater attention should be paid to the adverse effects of neurological disorders, nutritional deficiencies, mental disorders, musculoskeletal disorders, and skin and subcutaneous diseases on the continuous increase of HALE in this population.
2.Artificial intelligence-assisted quality control of anal sphincter ultrasound:a multicenter clinical study
Man ZHANG ; Junyan AN ; Liang MU ; Yuanchun FU ; Kun WANG ; Shuqing HUANG ; Jiawei WU ; Shuangyu WU ; Ying CHEN ; Ruixuan WANG ; Xinling ZHANG
Chinese Journal of Ultrasonography 2025;34(7):594-601
Objective:To develop a quality control model for anal sphincter ultrasound images and validate its diagnostic performance across multiple centers.Methods:A retrospective analysis was conducted on anal sphincter ultrasound images from seven medical centers in China between May 2019 and June 2022. A total of 7 040 images from 3 116 patients were included and divided into a training set(4 912 images)and a validation set(2 128 images). The images were classified as standard or non-standard images by three experts. Three models were developed based on different image feature extraction methods:a single-branch model,a multi-branch weighted model,and a multi-branch ensemble model. The diagnostic performance of each model was evaluated using the area under the ROC curve(AUC),sensitivity,specificity,accuracy,positive predictive value,and negative predictive value,respectively. The optimal model was selected and compared with the performance of 4 doctors with varying experience levels. Sixty days later,the images with the assistance of the model's output were reassessed by the doctors to evaluate its impact on manual quality control.Results:① Among the 3 models,the multi-branch ensemble model demonstrated the highest AUC and sensitivity,with an AUC of 0.966(95% CI=0.958 - 0.974),a sensitivity of 91.83%,and a specificity of 91.41%. This model was named M quality. ② M quality's AUC was slightly lower than that of Senior A and B(0.966 vs. 0.976,0.976,and P<0.05),its sensitivity was slightly lower than that of Senior A(91.83% vs. 95.61%, P<0.001)but comparable to Senior B(91.83% vs. 92.89%, P=0.315),its specificity was slightly lower than Senior A and B(91.41% vs. 94.44%,98.18%,and P<0.05). However,M quality significantly outperformed Junior A and B in AUC and sensitivity(AUC:0.966 vs. 0.850,0.818;sensitivity:91.83% vs. 84.90%,61.46%;all P<0.001),its specificity was higher than that of Junior A(91.41% vs. 80.28%, P<0.001)but lower than that of Junior B(91.41% vs. 95.96%, P<0.001). ③ With model assistance,Senior B's sensitivity(92.89% vs. 94.20%, P=0.001)and Senior A's specificity(94.44% vs. 96.56%, P<0.001)improved significantly. Junior A and B showed significant improvements in AUC and sensitivity(AUC:0.931 vs. 0.850,0.914 vs. 0.818;sensitivity:91.83% vs. 84.90%,89.53% vs. 61.46%;all P<0.001). After model assistance,Junior A's specificity increased(93.62% vs. 80.28%, P<0.001),while Junior B's specificity decreased(91.60% vs. 95.96%, P=0.013). Conclusions:This study develops a quality control model for anal sphincter ultrasound images with robust diagnostic performance,approaching the level of seniors. The model significantly enhances the image quality assessment capabilities of juniors,demonstrating promising clinical application potential.
3.Forensic application evaluation of ssDNA library construction-hybridization capture DNA methylation sequencing in height inference
Zhonghua WANG ; Qian WANG ; Guangping FU ; Junyan WANG ; Lihong FU ; Bin CONG ; Shujin LI
Chinese Journal of Forensic Medicine 2025;40(1):33-39,55
Objective To evaluate the sensitivity,repeatability,anti-degradation ability,in vivo temporal stability,and tissue specificity of the DNA methylation sequencing panel constructed in our previous study for height inference,so as to provide a reference for forensic application.Methods Sensitivity:different initial template quantities(50 ng,40 ng,30 ng,20 ng)were set for sequencing.Repeatability:DNA from the same sample was sequenced three times.Anti-degradation ability:whole blood was used to make blood stains,and DNA was extracted and sequenced at 0,3,6 and 9 months,respectively.In vivo temporal stability:the blood was collected at 0,3,6,and 9 months for sequencing.Tissue specificities:published data and findings were used to analyze the tissue specificities of CpGs in the panel.Results The sensitivity test showed that the initial template quantities of 20 ng detected all the CpG sites and still obtained accurate prediction results.The results of the three repeated predictions of the same sample are stable,and the differences are mainly due to the randomness of the DNN model,indicating good detection repeatability.A complete methylation profile was obtained for the blood stains left at room temperature for 9 months,and the predicted results showed a small range of fluctuations.The three samples were predicted to fluctuate within a range of 1.5 cm or less over nine months.Tissue-specific analyses showed a high correlation between blood and saliva,but can not apply to other tissues.Conclusion The DNA methylation detection system we developed in our previous study has good sensitivity,repeatability,anti degradation ability,in vivo time stability,as well as strong tissue specificity,making it suitable for height inference of blood samples.This supports the feasibility of using targeted DNA methylation analysis on whole blood samples to infer height in the field of forensic science.
4.Forensic application evaluation of ssDNA library construction-hybridization capture DNA methylation sequencing in height inference
Zhonghua WANG ; Qian WANG ; Guangping FU ; Junyan WANG ; Lihong FU ; Bin CONG ; Shujin LI
Chinese Journal of Forensic Medicine 2025;40(1):33-39,55
Objective To evaluate the sensitivity,repeatability,anti-degradation ability,in vivo temporal stability,and tissue specificity of the DNA methylation sequencing panel constructed in our previous study for height inference,so as to provide a reference for forensic application.Methods Sensitivity:different initial template quantities(50 ng,40 ng,30 ng,20 ng)were set for sequencing.Repeatability:DNA from the same sample was sequenced three times.Anti-degradation ability:whole blood was used to make blood stains,and DNA was extracted and sequenced at 0,3,6 and 9 months,respectively.In vivo temporal stability:the blood was collected at 0,3,6,and 9 months for sequencing.Tissue specificities:published data and findings were used to analyze the tissue specificities of CpGs in the panel.Results The sensitivity test showed that the initial template quantities of 20 ng detected all the CpG sites and still obtained accurate prediction results.The results of the three repeated predictions of the same sample are stable,and the differences are mainly due to the randomness of the DNN model,indicating good detection repeatability.A complete methylation profile was obtained for the blood stains left at room temperature for 9 months,and the predicted results showed a small range of fluctuations.The three samples were predicted to fluctuate within a range of 1.5 cm or less over nine months.Tissue-specific analyses showed a high correlation between blood and saliva,but can not apply to other tissues.Conclusion The DNA methylation detection system we developed in our previous study has good sensitivity,repeatability,anti degradation ability,in vivo time stability,as well as strong tissue specificity,making it suitable for height inference of blood samples.This supports the feasibility of using targeted DNA methylation analysis on whole blood samples to infer height in the field of forensic science.
5.Artificial intelligence-assisted quality control of anal sphincter ultrasound:a multicenter clinical study
Man ZHANG ; Junyan AN ; Liang MU ; Yuanchun FU ; Kun WANG ; Shuqing HUANG ; Jiawei WU ; Shuangyu WU ; Ying CHEN ; Ruixuan WANG ; Xinling ZHANG
Chinese Journal of Ultrasonography 2025;34(7):594-601
Objective:To develop a quality control model for anal sphincter ultrasound images and validate its diagnostic performance across multiple centers.Methods:A retrospective analysis was conducted on anal sphincter ultrasound images from seven medical centers in China between May 2019 and June 2022. A total of 7 040 images from 3 116 patients were included and divided into a training set(4 912 images)and a validation set(2 128 images). The images were classified as standard or non-standard images by three experts. Three models were developed based on different image feature extraction methods:a single-branch model,a multi-branch weighted model,and a multi-branch ensemble model. The diagnostic performance of each model was evaluated using the area under the ROC curve(AUC),sensitivity,specificity,accuracy,positive predictive value,and negative predictive value,respectively. The optimal model was selected and compared with the performance of 4 doctors with varying experience levels. Sixty days later,the images with the assistance of the model's output were reassessed by the doctors to evaluate its impact on manual quality control.Results:① Among the 3 models,the multi-branch ensemble model demonstrated the highest AUC and sensitivity,with an AUC of 0.966(95% CI=0.958 - 0.974),a sensitivity of 91.83%,and a specificity of 91.41%. This model was named M quality. ② M quality's AUC was slightly lower than that of Senior A and B(0.966 vs. 0.976,0.976,and P<0.05),its sensitivity was slightly lower than that of Senior A(91.83% vs. 95.61%, P<0.001)but comparable to Senior B(91.83% vs. 92.89%, P=0.315),its specificity was slightly lower than Senior A and B(91.41% vs. 94.44%,98.18%,and P<0.05). However,M quality significantly outperformed Junior A and B in AUC and sensitivity(AUC:0.966 vs. 0.850,0.818;sensitivity:91.83% vs. 84.90%,61.46%;all P<0.001),its specificity was higher than that of Junior A(91.41% vs. 80.28%, P<0.001)but lower than that of Junior B(91.41% vs. 95.96%, P<0.001). ③ With model assistance,Senior B's sensitivity(92.89% vs. 94.20%, P=0.001)and Senior A's specificity(94.44% vs. 96.56%, P<0.001)improved significantly. Junior A and B showed significant improvements in AUC and sensitivity(AUC:0.931 vs. 0.850,0.914 vs. 0.818;sensitivity:91.83% vs. 84.90%,89.53% vs. 61.46%;all P<0.001). After model assistance,Junior A's specificity increased(93.62% vs. 80.28%, P<0.001),while Junior B's specificity decreased(91.60% vs. 95.96%, P=0.013). Conclusions:This study develops a quality control model for anal sphincter ultrasound images with robust diagnostic performance,approaching the level of seniors. The model significantly enhances the image quality assessment capabilities of juniors,demonstrating promising clinical application potential.
6.Effects of changes in disease and injury spectrum on the health-adjusted life expectancy of permanent residents aged 55 and above in Shenzhen City from 2016 to 2030
Junyan XI ; Yijing WANG ; Yingbin FU ; Xiaoheng LI ; Jianjun BAI ; Yining XIANG ; Xiao LIN ; Jing GU ; Yuantao HAO ; Gang LIU
Chinese Journal of Preventive Medicine 2025;59(10):1640-1647
Objective:To analyze the effects of the disease and injury spectrum on health-adjusted life expectancy (HALE) among permanent residents aged 55 and above in Shenzhen from 2016 to 2030.Methods:Based on the mortality surveillance data and the permanent resident population data in Shenzhen from 2016 to 2022, the Sullivan method was used to calculate the HALE during 2016—2022. The Bayesian age-period-cohort model and the grey system model were used to predict the HALE during 2023—2030. The HALE changes in the two periods were decomposed into the contributions of 20 categories of diseases and injuries, respectively.Results:From 2016 to 2022, the HALE increased from 31.41 years (95% CI: 30.50-32.32) to 33.57 years (95% CI: 32.47-34.67). During this period, the mortality effect of neurological disorders slowed the increase of HALE, with a reduction of 0.27 years. By 2030, it is anticipated that the HALE will reach 36.40 years (95% CI: 34.78-38.01). This is expected to be influenced by the mortality effects of nutritional deficiencies (-0.40 years) and mental disorders (-0.29 years), as well as the disability effects of musculoskeletal disorders (-0.66 years), skin and subcutaneous diseases (-0.21 years) and nutritional deficiencies (-0.13 years). Conclusion:The HALE of permanent residents aged 55 years and above in Shenzhen demonstrated an increasing trend over time. Greater attention should be paid to the adverse effects of neurological disorders, nutritional deficiencies, mental disorders, musculoskeletal disorders, and skin and subcutaneous diseases on the continuous increase of HALE in this population.
7.Current and predicted disease burden in middle aged and elderly population aged 55 years and above in Shenzhen, 2016-2030
Junyan XI ; Ruiqi MING ; Yijing WANG ; Yingbin FU ; Zhen ZHANG ; Jia ZHANG ; Jianjun BAI ; Yining XIANG ; Xiao LIN ; Jing GU ; Yuantao HAO ; Gang LIU
Chinese Journal of Epidemiology 2024;45(11):1550-1558
Objective:To analyze the disease burden in middle-aged and elderly population aged ≥55 in Shenzhen from 2016 to 2030 and provide evidence for the development of healthy aging strategies.Methods:The years of life lost (YLL), years lost due to disability (YLD), and the disability-adjusted life year (DALY) in this population from 2016 to 2022 were calculated. Joinpoint log-linear regression model was used to analyze the time trend. Bayesian age-period-cohort model and grey system model were used to predict YLL, YLD, and DALY in this population in 2030.Results:From 2016 to 2022, the crude DALY rate showed a transient fluctuation in age group 55-74 years, but a pronounced increase in age group ≥85 years. The proportions of YLL and YLD due to non-communicable diseases in all age groups was considerably higher than those due to communicable and nutritional diseases and injuries. In 2022, in all age groups, the YLL due to neoplasms (55-74 years old) and cardiovascular disease (≥75 years old) ranked first, and the YLD due to musculoskeletal disorder ranked first. By 2030, the causes of YLL and YLD ranking first in each age group would be remained, while the ranks of some causes would increase.Conclusions:The age specific characteristics of current and predicted disease burden differed in individuals aged ≥55 years. Therefore, it is necessary to allocate social and medical resources according to the disease burden pattern.
8.Existing tests vs. novel non-invasive assays for detection of invasive aspergillosis in patients with respiratory diseases
Wei XIAO ; Longyi DU ; Linli CAI ; Tiwei MIAO ; Bing MAO ; Fuqiang WEN ; Gerard Peter GIBSON ; Deying GONG ; Yan ZENG ; Mei KANG ; Xinmiao DU ; Junyan QU ; Yan WANG ; Xuemei LIU ; Ruizhi FENG ; Juanjuan FU
Chinese Medical Journal 2022;135(13):1545-1554
Background::Although existing mycological tests (bronchoalveolar lavage [BAL] galactomannan [GM], serum GM, serum (1,3)-β-D-glucan [BDG], and fungal culture) are widely used for diagnosing invasive pulmonary aspergillosis (IPA) in non-hematological patients with respiratory diseases, their clinical utility in this large population is actually unclear. We aimed to resolve this clinical uncertainty by evaluating the diagnostic accuracy and utility of existing tests and explore the efficacy of novel sputum-based Aspergillus assays. Methods::Existing tests were assessed in a prospective and consecutive cohort of patients with respiratory diseases in West China Hospital between 2016 and 2019 while novel sputum assays (especially sputum GM and Aspergillus-specific lateral-flow device [LFD]) in a case-controlled subcohort. IPA was defined according to the modified European Organization for Research and Treatment of Cancer/Mycoses Study Group criteria. Sensitivity and specificity were computed for each test and receiver operating characteristic (ROC) curve analysis was performed. Results::The entire cohort included 3530 admissions (proven/probable IPA = 66, no IPA = 3464) and the subcohort included 127 admissions (proven/probable IPA = 38, no IPA = 89). Sensitivity of BAL GM (≥1.0 optical density index [ODI]: 86% [24/28]) was substantially higher than that of serum GM (≥0.5 ODI: 38% [39/102]) ( χ2 = 19.83, P < 0.001), serum BDG (≥70 pg/mL: 33% [31/95]) ( χ2 = 24.65, P < 0.001), and fungal culture (33% [84/253]) ( χ2 = 29.38, P < 0.001). Specificity varied between BAL GM (≥1.0 ODI: 94% [377/402]), serum GM (≥0.5 ODI: 95% [2130/2248]), BDG (89% [1878/2106]), and culture (98% [4936/5055]). Sputum GM (≥2.0 ODI) had similar sensitivity (84% [32/38]) (Fisher’s exact P = 1.000) to and slightly lower specificity (87% [77/89]) ( χ2 = 5.52, P = 0.019) than BAL GM (≥1.0 ODI). Area under the ROC curve values were comparable between sputum GM (0.883 [0.812-0.953]) and BAL GM (0.901 [0.824-0.977]) ( P = 0.734). Sputum LFD had similar specificity (91% [81/89]) ( χ2 = 0.89, P = 0.345) to and lower sensitivity (63% [24/38]) ( χ2 = 4.14, P = 0.042) than BAL GM (≥1.0 ODI), but significantly higher sensitivity than serum GM (≥0.5 ODI) ( χ2 = 6.95, P = 0.008), BDG ( χ2 = 10.43, P = 0.001), and fungal culture ( χ2 = 12.70, P < 0.001). Conclusions::Serum GM, serum BDG, and fungal culture lack sufficient sensitivity for diagnosing IPA in respiratory patients. Sputum GM and LFD assays hold promise as rapid, sensitive, and non-invasive alternatives to the BAL GM test.
9.Establishment and application of cat models of human diseases
Liang WANG ; Junyan FU ; Zijuan ZHOU ; Jianyi DONG ; Changyi LI ; Jun CHEN ; Hongwei ZHAN ; Huiling LI ; Dapeng CHEN ; Jingyu WANG
Acta Laboratorium Animalis Scientia Sinica 2018;26(2):248-252
At present, the cats play a more and more important role in medical experiments as an experimental animal,especially for the studies of neurology,physiology and toxicology. Compared with rodent animals,the physiological characteristics, anatomical features, pathological and biochemical reactions of cats are closer to human beings, and compared with the primate animals,they have advantages of economy,abundant resources and so on. Therefore,cat has an extensive application prospect in animal models of human diseases. This article mainly reviews and summarizes the establishing method and research status of cats as an animal model of human diseases in ophthalmology, nervous system, tumor and other fields in recent years.
10.Role of glycine receptor in protection of glycine against anoxia/reoxygenation injury in cardiomyocytes
Xue ZHAO ; Daxiang LU ; Renbin QI ; Huadong WANG ; Yanping WANG ; Yongmei FU ; Mengfei CHEN ; Junyan ZHANG ; Chujie LI
Chinese Journal of Pathophysiology 2000;0(11):-
AIM: To investigate whether glycine receptor is involved in the protection of glycine against(anoxia/reoxygenation) injury in cardiomyocytes by detecting oxygen free radical metabolism,apoptosis and intracellular calcium overload.METHODS: The neonatal rat cardiomyocytes were cultured and exposed to anoxia and reoxygenation((A/R)) in the presence of glycine receptor antagonist,glycine or in free chloride buffer.The superoxide dismutase(SOD) activity,the contents of malondialdehyde(MDA) and nitric oxide(NO),the intracellular free calcium concentration and the apoptotic rate in the cardiomyocytes were determined.RESULTS: SOD activity and NO content in cardiomyocytes were lower,but MDA content,intracellular free calcium concentration and apoptotic rate in cardiomyocytes were higher in A/R group than those in control.Pretreatment with glycine inhibited the above changes caused by A/R,which was reversed by strychnine treatment and in the free chloride medium.CONCLUSIONS: Glycine inhibits free radical production,attenuates calcium overload,decreases apoptotic rate and increases SOD activity and NO release in cardiomyocytes exposed to(A/R).These findings suggest that glycine exerts a protective effect against A/R injury via glycine receptor and glycine protects the neonatal rat cardiomycytes from A/R-induced injury in a chloride-dependent manner.

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