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Objective:To study the efficiency and difference of the artificial intelligence (AI) system based on fundus-reading in community and hospital scenarios in screening/diagnosing diabetic retinopathy (DR) among aged population, and further evaluate its application value.Methods:A combination of retrospective and prospective study. The clinical data of 1 608 elderly patients with diabetes were continuously treated in Henan Eye Hospital & Henan Eye Institute from July 2018 to March 2021, were collected. Among them, there were 659 males and 949 females; median age was 64 years old. From December 2018 to April 2019, 496 elderly diabetes patients were prospectively recruited in the community. Among them, there were 202 males and 294 female; median age was 62 years old. An ophthalmologist or a trained endocrinologist performed a non-mydriatic fundus color photographic examination in both eyes, and a 45° frontal radiograph was taken with the central fovea as the central posterior pole. The AI system was developed based on the deep learning YOLO source code, AI system based on the deep learning algorithm was applied in final diagnosis reporting by the"AI+manual-check" method. The diagnosis of DR were classified into 0-4 stage. The 2-4 stage patients were classified into referral DR group.Results:A total of 1 989 cases (94.5%, 1 989/2 104) were read by AI, of which 437 (88.1%, 437/496) and 1 552 (96.5%, 1 552/1 608) from the community and hospital, respectively. The reading rate of AI films from community sources was lower than that from hospital sources, and the difference was statistically significant ( χ2=51.612, P<0.001). The main reasons for poor image quality in the community were small pupil (47.1%, 24/51), cataract (19.6%, 10/51), and cataract combined with small pupil (21.6%, 11/51). The total negative rate of DR was 62.4% (1 241/1 989); among them, the community and hospital sources were 84.2% and 56.3%, respectively, and the AI diagnosis negative rate of community source was higher than that of hospital, and the difference was statistically significant ( χ2=113.108, P<0.001). AI diagnosis required referral to DR 20.2% (401/1 989). Among them, community and hospital sources were 6.4% and 24.0%, respectively. The rate of referral for DR for AI diagnosis from community sources was lower than that of hospitals, and the difference was statistically significant ( χ2=65.655, P<0.001). There was a statistically significant difference in the composition ratio of patients with different stages of DR diagnosed by AI from different sources ( χ2=13.435, P=0.001). Among them, community-derived patients were mainly DR without referral (52.2%, 36/69); hospital-derived patients were mainly DR requiring referral (54.9%, 373/679), and the detection rate of treated DR was higher (14.3%). The first rank of the order of the fundus lesions number automatically identified by AI was drusen (68.4%) and intraretinal hemorrhage (48.5%) in the communities and hospitals respectively. Conclusions:It is more suitable for early and negative DR screening for its high non-referral DR detection rate in the community. Whilst referral DR were mainly found in hospital scenario.
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Objective:To study the research hot spots of ophthalmology-related coronavirus disease 2019 (COVID-19).Methods:PubMed database as the data source, the literatures of ophthalmology-related COVID-19 published on January 1, 2020 to February 22, 2022 were collected, limited to Medline included, the language type was limited to English and Chinese, and 1 592 literatures were included. By reading the titles and abstracts, the literatures of meeting notice, editor's note, etc. and the literature that was not quite relevant with ophthalmology-related COVID-19 were removed, and finally 1 547 literatures were included. Bibliographic Items Co-occurrence Matrix Builder (BICOMB 2.02 software) was used to collect the frequency of major Mesh terms/subheadings and the frequency of major Mesh terms after removing the subheadings, and the number of included articles published in the top 10 journals by the number of ophthalmology-related COVID-19 articles was recorded. VosViewer 1.6.18 software was used for cluster analysis of collaborator network and major Mesh terms, and the publication status and country or region distribution of active authors of ophthalmology-related COVID-19 were recorded.Results:Of the 1 547 literatures, the active authors were mainly from India, Italy, Singapore, Spain, and Hong Kong, China, and so on; the top 10 journals published 617 articles in total (39.88%, 617/1 547). The high frequency major Mesh terms/subheadings included COVID-19, viral pneumonia, coronavirus infection, eye diseases/epidemiology, complications, prevention & control, diagnosis, virology, and Severe acute respiratory syndrome coronavirus 2, betacoronavirus/isolation & purification, ophthalmology/education, organization & administration, telemedicine, delivery of health care/organization & administration, and mucormycosis/diagnosis, etc. After taking out the subheadings, the high frequency of major Mesh terms also included conjunctivitis, orbital disease, retinal diseases, neuromyelitis optica, retinal vein occlusion, myopia and other eye diseases, eye diseases-related systemic diseases, such as multiple sclerosis and Miller Fisher syndrome, therapy and prevention-related drugs, such as hydroxyl chloroquine, angiogenesis inhibitors, and vaccination.Conclusions:Ophthalmology-related COVID-19 researches have received extensive attention worldwide, COVID-19 is associated with multiple ocular diseases of anterior and posterior segments. COVID-19-related mucormycosis, hydroxychloroquine and possible retinal toxicity, and possible ocular adverse effects associated with vaccination are also noteworthy.
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Objective:To compare the quantitative measurements of the retinal capillary nonperfusion areas in a cohort of proliferative diabetic retinopathy (PDR) patients with fluorescein fundus angiography (FFA) and swept source optical coherence tomography angiography (SS-OCTA), and to determine the intrapersonal variability between examiners.Methods:A cross-sectional study. Eighteen eyes of eleven PDR patients diagnosed in Department of ophthalmology of Henan Provincial People's Hospital from September 2019 to January 2020 were included in this study. FFA was performed using Spectralis HRA+OCT (Germany Heidelberg Company) from and SS-OCTA was performed using VG200D (China Vision Micro Image Corporation). SS-OCTA was used to collect images of retinal layer, superficial capillary plexus (SCP) and deep capillary plexus (DCP). The same observation area was 80°×60° for SS-OCTA and 55° for FFA with both setting centered on the fovea. The forty-nine retinal capillary nonperfusion areas were observed. The area measurement was completed independently by three examiners. Paired sample t test or paired sample Wilcoxon test were used to compare the measured values of retinal capillary nonperfusion areas between the two examination methods and among the three examiners. Results:There was no significant difference in the retinal layer, SCP and DCP nonperfusion area measured by FFA and SS-OCTA among the three examiners ( P>0.05), and the consistency is good (consistency correlation coefficient> 0.9, P<0.05). The nonperfusion area measured by FFA was 0.786 mm 2. The median nonperfusion area of retinal layer and SCP measured by SS-OCTA were 0.787 mm 2 and 0.791 mm 2, respectively, and the average nonperfusion area of DCP was 0.878±0.366 mm 2. The nonperfusion area of retinal layer and SCP measured by FFA and SS-OCTA showed no statistically significant difference ( P=0.054, 0.198). The nonperfusion area of DCP measured by SS-OCTA was significantly larger than that of FFA, and the difference was statistically significant ( P<0.001). The results of repeatability analysis showed that 93.88% (46/49) of the DCP nonperfusion area data measured by SS-OCTA were greater than those measured by FFA. Conclusion:The retinal nonperfusion area of DCP in PDR patients measured by SS-OCTA is larger than that of FFA.
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Based on deep learning algorithm, big stride development has been made about artificial intelligence ( AI) technology,both in its basic theory and clinical ophthalmic image analysis. AI can diagnose diabetic retinopathy ( DR) automatically by using color fundus photography. Compared with other ophthalmic diseases, DR assisted diagnosis with AI might be far more advanced technic. Benefited from advantage of fast diagnostic speed,high accuracy and accordingly saved human resources, great potential can be expected in AI-assisted DR screening and grading. However,as a recently developed interdisciplinary technology,deep learning-based AI-aided DR screening system still needs multidisciplinary cooperation and resources sharing to get further development,such as overcoming data standardization, real-world verification and productization issues. Although challenges coexist, AI applied in ophthalmology clinical practice can be realized with technical development and widespread concern of society.
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Objective To investigate the correlation between white matter hyperintensities (WMH)and hyperintense vessel sign (HVS) on fluid-attenuated inversion recovery (FLAIR) magnetic resonance imaging(MRI)in old adults and to explore the risk factors and pathogeneses of WMH.Methods We retrospectively collected imaging and clinical data of patients who had received both head and neck CTA and brain MRI within one month at our hospital from 2013 to 2016.The Fazekas visual scale was used to evaluate periventricular white matter hyperintensity(PWMH)and deep white matter hyperintensity(DWMH)in each brain hemisphere.According to the presence or absence of HVS in a cerebra[hemisphere,patients were assigned into an HVS-positive group or an HVS-negative group.Clinical data,PWMH,and DWMH differences were compared between the two groups.Results A total of 271 patients(542 cerebral hemispheres)were included in this study.HVS-positive imaging occurred in 79(14.6％)cerebral hemispheres and negative imaging was observed in 463 (85.4％) cerebral hemispheres.There was a significant difference between the HVS-positive and negative groups in the ipsilateral CIA stenosis(x2 =126.840,P＜0.01).The incidence of ipsilateral severe carotid artery stenosis in the HVS-positive group was 62.0％ (49/79),which was significantly higher than 9.9％ (46/463)in the HVS-negative group.The incidence of moderate-severe DWMH was 65.8％(52/79) in the HVS-positive group,which was higher than 34.8％ (161/463)in the negative group(x2 =34.962,P ＜20.01).Nevertheless,the incidences of moderate-severe PWMH in the two groups were 65.8％ (52/79) and 55.5％ (257/463),respectively,without a significant difference between them (x2 =6.944,P =0.074).After adjusting for age,gender,ipsilateral ICA stenosis,hypertension,diabetes,etc.multivariate analysis suggested that HVS-positive imaging was still an independent risk factor for DWMH(OR =2.653,95％CI:1.489-4.726,P =0.001).Conclusions HVS-positive imaging is an independent risk factor for DWMH in the elderly,but no clear correlation with PWMH is found.It suggests that hypoperfusion is a possible mechanism for the development of DWMH in the elderly.
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<p><b>BACKGROUND</b>The adverse health effects of lead for children under 6 years are well known. Studies to assess the lead exposure among children in China are small in sample size and lack of national representative data. The aim of this study therefore was to describe blood lead levels and identify risk factors for lead exposure among children aged 0 to 6 years living in 16 cities in China.</p><p><b>METHODS</b>We analyzed data from blood lead levels surveillance in China carried out in 16 large cities between 2004 and 2008. A stratified clustered random sampling strategy was used. A total of 69 968 children aged 0 to 6 years were included. We conducted multiple Logistic regression analyses to explore risk factors to high blood lead level.</p><p><b>RESULTS</b>The geometric mean blood lead level of the children was 4.50 µg/dl (median: 4.90 µg/dl; IQR: 3.20 - 7.00 µg/dl). Overall prevalence of blood lead level ≥ 10.00 µg/dl among 0- to 6-year-old children was 7.57%. But the proportion of blood lead level ≥ 5.00 but < 10.00 µg/dl was 42.12%. Blood lead levels were significantly higher in boys (4.63 µg/dl) than in girls (4.35 µg/dl) (P < 0.0001). The geometric mean blood lead levels and prevalence of blood lead level ≥ 10.00 µg/dl increased with age (P < 0.0001 for the two trends). After controlling for sociodemographic, dietary and behavior factors, multivariable analysis indicated that lower maternal education, male gender, younger age, often biting pencil or/and toys, walking or playing for long time on the street, not washing hands before eating are major risk factors for higher lead levels.</p><p><b>CONCLUSIONS</b>The blood lead levels among Chinese children in urban areas are lower than previous studies but close to those of developed countries. However, children with low lead exposure account for almost half and the sociodemographic factors (age, male sex, and low mother education level) continue to be associated with higher blood lead levels.</p>
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Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Masculino , China , Plomo , Sangre , Modelos Logísticos , Factores de Tiempo , Salud UrbanaRESUMEN
<p><b>OBJECTIVE</b>To understand the overall HIV sero-conversion rate and its trend and risk factors of uninfected partners in sero-discordant couples.</p><p><b>METHODS</b>A total of 3088 uninfected partners, whose HIV positive partners infected via former plasma donation or blood transfusion from July, 2006 to December 2010, were chosen as a fix cohort. They were tested for HIV antibodies twice a year using ELISA by local CDC from July, 2006 to December, 2010. Data regarding demographic, sexual behavior information of uninfected partners and infection, serologic characteristics of positive partners were retrospectively surveyed and collected to analyze possible risky factors.</p><p><b>RESULTS</b>A total of 132 in 3088 uninfected partners were sero-converted, with a sero-conversion rate of 1.17/100 person years (95%CI: 0.99/100 person years -1.39/100 person years). Sero-conversion rate reached the peak (0.82%) in the following interval of January and June in 2008 and have a bottom conversion rate (0.13%) in the same month interval in 2010. Conversion rate outcome showed a downward trend in following(χ(2)trend = 8.907, P < 0.05). In the survey, 56.6% (1513/2673) uninfected partners were males, 56.2% (1501/2673) were with lower education level. Among uninfected partners, as reported by themselves, having sex in recently 6 months accounted for a proportion of 81.4% (2176/2673), sex frequency of less than 4 times per month accounted for 45.7% (1169/2558) and consistent using of condom accounted for 94.5% (2418/2558). The proportion of the index partners' most recently CD4 cell count less than 200 cells per µl was 17.4% (437/2505). Results from multivariate of Cox regression showed that male negative partners (RR = 1.58, 95%CI: 1.02 - 2.43), negative partners with lower education level(RR = 2.77, 95%CI: 1.68 - 4.57), having sexual activity in latest one year(RR = 4.39, 95%CI: 1.53 - 12.56) and CD4 count less than 200 cells per µl (RR = 2.36, 95%CI: 1.42 - 3.93) were associated with increased risk of HIV sero-conversion, while intercourse frequency less than 4 times per month(RR = 0.18, 95%CI: 0.10 - 0.32), consistent using of condom(RR = 0.07, 95%CI: 0.05 - 0.12) decreased the risk of conversion.</p><p><b>CONCLUSION</b>In this city, the conversion rate of negative partners whose positive partner infected via former plasma donation or blood transfusion is relatively low and behave a downward trend. Serologic surveillance, education and intervention based on couple are needed to be enhanced.</p>
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Adulto , Femenino , Humanos , Masculino , Persona de Mediana Edad , China , Epidemiología , Estudios de Cohortes , Composición Familiar , Anticuerpos Anti-VIH , Sangre , Infecciones por VIH , Epidemiología , Seropositividad para VIH , Epidemiología , Factores de RiesgoRESUMEN
<p><b>BACKGROUND</b>HIV transmission between discordant couples has become an important source of new infections in China. To describe the seroconversion rate among serodiscordant couples and to identify salient behavioral and clinical risk factors including ART that affect heterosexual HIV transmission risk among couples in rural China.</p><p><b>METHODS</b>Longitudinal follow-up of an open cohort of HIV serodiscordant couples took place between 2007 and 2011 in Zhumadian, a city in southern Henan province in China, where blood plasma selling in 1990s led to a regional HIV epidemic. Annual follow-up included separate face-to-face interviews of husbands and wives, and HIV antibody testing for non-index partners. Cox proportional-hazard modeling was used to assess the relationship between HIV seroconversion and covariates of interest.</p><p><b>RESULTS</b>By the end of 2011, 4499 HIV serodiscordant couples had been enrolled in at least two follow-up interviews; 100 non-index partners seroconverted during the entire observation period for an incidence rate of 0.82 per 100 person-years (95% CI: 0.66-0.99). The incidence rates by the end of 2008, 2009, and 2010 were 2.14, 1.51, and 0.90 per 100 personyears respectively. Always using condoms in the past year of sex, gender of the index partner, frequency of sex, and ART exposure were all significant predictors of HIV seroconversion in the negative spouse. ART was highly protective against seroconversion whether the index partner was actively receiving treatment at the last follow-up (RR = 0.05, 95% CI, 0.01-0.16) or if the index partner had ever received ART (RR = 0.01, 95% CI, 0.00, 0.12). The risk of seroconversion in the nonindex spouse also decreased the longer the duration of the index partner's exposure to ART.</p><p><b>CONCLUSIONS</b>ART exposure and always using condom were highly protective against HIV seroconversion in the negative spouse. HIV incidence in serodiscordant couples has been decreasing over time, associated with ART treatment time within 7 years in the index partner. Gender of the index spouse and frequency of sex were also important predictors. Treatment as part of a combination prevention package may be a feasible method of HIV control in this population.</p>
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Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Antirretrovirales , Usos Terapéuticos , China , Epidemiología , Estudios de Cohortes , Infecciones por VIH , Quimioterapia , Seropositividad para VIH , Heterosexualidad , Modelos de Riesgos Proporcionales , Factores de RiesgoRESUMEN
<p><b>OBJECTIVE</b>To investigate the blood lead status and influencing factors among preschool children in the sampling city.</p><p><b>METHOD</b>Stratified-clustered-random sampling was used. Standardized questionnaire and peripheral blood samples were obtained from 69 968 children aged 0-6 years in fixed kindergartens and communities of Yinchuan, Xi'an, Chengdu, Wuhan, Hefei, Beijing, Harbin, Zhengzhou, Huhhot, Shijiazhuang, Haikou, Dalian, Qingdao, Guangzhou, Nanning and Changsha from 2004 to 2008, respectively. Tungsten atomic absorbtion spectrophotometry was employed to determine the blood lead level of children.</p><p><b>RESULT</b>The proportion of children with blood lead level ≥ 100 µg/L was 7.57% (among which the proportion of high blood lead level, mild lead poisoning, moderate lead poisoning, severe lead poisoning were 91.0%, 2.76%, 3.32%, 2.93%, respectively) and the blood lead level was lower than those of the past studies. The proportion of high blood lead level has steadily declined from 2004 to 2008 [the proportions were 10.03%, 7.85%, 7.40%, 6.91% and 4.78%, respectively (χ(2) = 297.36, P < 0.0001)]. The proportion of children with blood lead level ≥ 100 µg/L in Haikou, Zhengzhou, Guangzhou, Shijiazhuang, Changsha, Xi'an, Wuhan, Hefei, Chengdu, Yinchuan, Harbin, Beijing, Dalian, Huhhot, Nanning and Qingdao were 12.15%, 10.49%, 10.37%, 9.69%, 9.53%, 9.46%, 9.40%, 8.50%, 7.99%, 7.98%, 7.51%, 6.10%, 3.25%, 2.89%, 2.46% and 2.39%, respectively (χ(2) = 768.21, P < 0.0001). By multiple regression method, the risk factors which influenced blood lead status of children were education status of mother, older children, behavior and dietary habit of children, boy, stay for long time in traffic busy areas, the type of housing, taking traditional Chinese and herbal medicine. The protective factors against lead poisoning in children mainly included scattered living, the nutritional status of calcium, iron, zinc, frequent intake of milk, and older mother.</p><p><b>CONCLUSION</b>The blood lead level of children has decreased, but is still higher than those in developed countries. Lead exposure remains a public health issue which affects children most. The blood lead level of children is affected by multiple factors. Government and the whole society should pay attention to interrupt the lead pollutant and to promote nutritional health education. With all these efforts, it is possible to stop the progress of lead exposure and reduce its hazardous effects on the growth and development of children.</p>
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Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , China , Epidemiología , Plomo , Sangre , Intoxicación por Plomo , Epidemiología , Factores de Riesgo , Encuestas y Cuestionarios , Población UrbanaRESUMEN
Objective To understand the status on AIDS awareness,AIDS-related behaviors,risk factors on HIV infection status among 15-90 years or older men at the sexually transmitted disease clinics.Methods Data from the 2009 and 2010 national sentinel surveillance system,regarding men attending sexually transmitted disease clinics was collected from Guangdong,Guangxi,Henan,Sichuan,Yunnan and Jiangxi provinces,where the AIDS epidemic among 15-90 years or older population was serious.Data was uploaded to National Center for AIDS/STD Control and Prevention (NCAIDS) through the comprehensive AIDS control and prevention information system.Data was then analyzed by SPSS 18.0.Results A total of 64 003 pieces of data were collected.Among them,8783 ( 13.7％ ) were related to men at ≥ 50 years or older,and to men 15-49 years older were 55 220.The rates on the awareness of AIDS knowledge were from 69.6％ vs.80.1％,on frequently having had commercial sexual contacts in the last three months were between 34.1％vs.36.6％,on having had casual sexual contact in the last three months were 18.7％ vs.28.4％,on having had homosexual anal intercourse as 0.7％ vs.1.4％.The rates of taking HIV antibody testing in the last year (14.3％ vs.17.1％ ) among this population were all significantly lower than the rate among the 15 to 49 years age group.However,the HlV-positive rate among the older age group (fifty years of age or older) was significantly higher than the rate among 15 to 49 year age group ( 1.1％ vs.0.7％ ).Regard the fifty years of age or older men.Data from the multivariate logistic regression analysis demonstrated that factors as:having regular partner (OR=0.588,P=0.034),having homosexual anal intercourse (OR=5.226,P=0.006) were associated with positivities of HIV antibody.Conclusion High-risk sexual behaviors,including homosexual anal intercourse were the major risk factors for men at ≥50 years or older age,related to the infection of HIV.
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<p><b>OBJECTIVE</b>To investigate the blood lead level in children aged 0-6 years in urban areas of China.</p><p><b>METHODS</b>Fourteen cities were selected as sites under surveillance. A total of 44 045 peripheral blood specimens were collected from 2004 to 2006, during which 15 727, 14 737, and 13 584 specimens were tested in 2004, 2005, and 2006, respectively. Tungsten atomizer absorption spectrophotometer was employed to determine blood lead level.</p><p><b>RESULTS</b>The geometric mean blood lead level in the tested children was 47.10 microg/L with 10.10% > or = 100 microg/L, 46.17 microg/L with 7.78% > or = 100 microg/L, and 47.03 microg/L with 7.30% > or = 100 microg/L in 2004, 2005, and 2006, respectively. The blood lead levels seemed to tend to rise in parallel with the increase of age of the children and were higher in boys (48.84 microg/L, 47.56 microg/L, and 47.78 microg/L in the 3 respective years) than in girls (45.00 microg/L, 44.53 microg/L, and 46.13 microg/L).</p><p><b>CONCLUSION</b>The blood lead levels in children in cities of China are lower than those in previous national studies, but higher than those in developed countries. Childhood lead poisoning remains a public health problem in China.</p>
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Niño , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Distribución por Edad , China , Epidemiología , Ciudades , Epidemiología , Plomo , Sangre , Intoxicación por Plomo , Sangre , Diagnóstico , Epidemiología , Vigilancia de la Población , Caracteres SexualesRESUMEN
<p><b>OBJECTIVE</b>To observe blood lead level and related risk factors among children aged 0-6 years old living in cities in China and to provide data for policy development to the prevention on environmental lead pollution.</p><p><b>METHODS</b>A stratified-clustered-random sampling method was used. 17 141 peripheral blood samples of 0-6 years old children from 15 cities in China were tested. Tungsten atomizer absorption spectrophotometer was employed to determined the blood lead level. Related factors were also studied using a standardized questionnaire. Data were analyzed on related risk factors that affecting blood lead levels through multiple regression method.</p><p><b>RESULTS</b>The mean blood lead level of 0-6 years old children from 15 cities in China was 59.52 microg/L including 10.45% of those > or =100 microg/L, and 0.62% > or = 200 microg/L. However, the blood lead levels seemed to have had a trend of increase parallel to age among 0-6 years-old children and were higher for boys (59.50 microg/L) than girls (54.95 microg/L). The risk factors which influenceing children's blood lead levels would include the type of housing, parent's education levels, social status and hobby, children's behavior habit, dieting habit and nutritional condition.</p><p><b>CONCLUSION</b>The blood lead levels of children in China were lower than data gathered from former national studies but higher than those from developed countries, suggesting that the. Government and the whole society should be aware of the problem on lead poisoning among children during their childhood.</p>