1.Evaluation of the performance of the artificial intelligence - enabled snail identification system for recognition of Oncomelania hupensis robertsoni and Tricula
Jihua ZHOU ; Shaowen BAI ; Liang SHI ; Jianfeng ZHANG ; Chunhong DU ; Jing SONG ; Zongya ZHANG ; Jiaqi YAN ; Andong WU ; Yi DONG ; Kun YANG
Chinese Journal of Schistosomiasis Control 2025;37(1):55-60
Objective To evaluate the performance of the artificial intelligence (AI)-enabled snail identification system for recognition of Oncomelania hupensis robertsoni and Tricula in schistosomiasis-endemic areas of Yunnan Province. Methods Fifty O. hupensis robertsoni and 50 Tricula samples were collected from Yongbei Township, Yongsheng County, Lijiang City, a schistosomiasis-endemic area in Yunnan Province in May 2024. A total of 100 snail sample images were captured with smartphones, including front-view images of 25 O. hupensis robertsoni and 25 Tricula samples (upward shell opening) and back-view images of 25 O. hupensis robertsoni and 25 Tricula samples (downward shell opening). Snail samples were identified as O. hupensis robertsoni or Tricula by schistosomiasis control experts with a deputy senior professional title and above according to image quality and morphological characteristics. A standard dataset for snail image classification was created, and served as a gold standard for recognition of snail samples. A total of 100 snail sample images were recognized with the AI-enabled intelligent snail identification system based on a WeChat mini program in smartphones. Schistosomiasis control professionals were randomly sampled from stations of schistosomisis prevention and control and centers for disease control and prevention in 18 schistosomiasis-endemic counties (districts, cities) of Yunnan Province, for artificial identification of 100 snail sample images. All professionals are assigned to two groups according the median years of snail survey experiences, and the effect of years of snail survey experiences on O. hupensis robertsoni sample image recognition was evaluated. A receiver operating characteristic (ROC) curve was plotted, and the sensitivity, specificity, accuracy, Youden’s index and the area under the curve (AUC) of the AI-enabled intelligent snail identification system and artificial identification were calculated for recognition of snail sample images. The snail sample image recognition results of AI-enabled intelligent snail identification system and artificial identification were compared with the gold standard, and the internal consistency of artificial identification results was evaluated with the Cronbach’s coefficient alpha. Results A total of 54 schistosomiasis control professionals were sampled for artificial identification of snail sample image recognition, with a response rate of 100% (54/54), and the accuracy, sensitivity, specificity, Youden’s index, and AUC of artificial identification were 90%, 86%, 94%, 0.80 and 0.90 for recognition of snail sample images, respectively. The overall Cronbach’s coefficient alpha of artificial identification was 0.768 for recognition of snail sample images, and the Cronbach’s coefficient alpha was 0.916 for recognition of O. hupensis robertsoni snail sample images and 0.925 for recognition of Tricula snail sample images. The overall accuracy of artificial identification was 90% for recognition of snail sample images, and there was no significant difference in the accuracy of artificial identification for recognition of O. hupensis robertsoni (86%) and Tricula snail sample images (94%) (χ2 = 1.778, P > 0.05). There was no significant difference in the accuracy of artificial identification for recognition of snail sample images with upward (88%) and downward shell openings (92%) (χ2 = 0.444, P > 0.05), and there was a significant difference in the accuracy of artificial identification for recognition of snail sample images between schistosomiasis control professionals with snail survey experiences of 6 years and less (75%) and more than 6 years (90%) (χ2 = 7.792, P < 0.05). The accuracy, sensitivity, specificity and AUC of the AI-enabled intelligent snail identification system were 88%, 100%, 76% and 0.88 for recognition of O. hupensis robertsoni snail sample images, and there was no significant difference in the accuracy of recognition of O. hupensis robertsoni snail sample images between the AI-enabled intelligent snail identification system and artificial identification (χ2 = 0.204, P > 0.05). In addition, there was no significant difference in the accuracy of artificial identification for recognition of snail sample images with upward (90%) and downward shell openings (86%) (χ2 = 0.379, P > 0.05), and there was a significant difference in the accuracy of artificial identification for recognition of snail sample images between schistosomiasis control professionals with snail survey experiences of 6 years and less and more than 6 years (χ2 = 5.604, Padjusted < 0.025). Conclusions The accuracy of recognition of snail sample images is comparable between the AI-enabled intelligent snail identification system and artificial identification by schistosomiasis control professionals, and the AI-enabled intelligent snail identification system is feasible for recognition of O. hupensis robertsoni and Tricula in Yunnan Province.
2.Chinese expert consensus on the diagnosis and treatment of traumatic supraorbital fissure syndrome (version 2024)
Junyu WANG ; Hai JIN ; Danfeng ZHANG ; Rutong YU ; Mingkun YU ; Yijie MA ; Yue MA ; Ning WANG ; Chunhong WANG ; Chunhui WANG ; Qing WANG ; Xinyu WANG ; Xinjun WANG ; Hengli TIAN ; Xinhua TIAN ; Yijun BAO ; Hua FENG ; Wa DA ; Liquan LYU ; Haijun REN ; Jinfang LIU ; Guodong LIU ; Chunhui LIU ; Junwen GUAN ; Rongcai JIANG ; Yiming LI ; Lihong LI ; Zhenxing LI ; Jinglian LI ; Jun YANG ; Chaohua YANG ; Xiao BU ; Xuehai WU ; Li BIE ; Binghui QIU ; Yongming ZHANG ; Qingjiu ZHANG ; Bo ZHANG ; Xiangtong ZHANG ; Rongbin CHEN ; Chao LIN ; Hu JIN ; Weiming ZHENG ; Mingliang ZHAO ; Liang ZHAO ; Rong HU ; Jixin DUAN ; Jiemin YAO ; Hechun XIA ; Ye GU ; Tao QIAN ; Suokai QIAN ; Tao XU ; Guoyi GAO ; Xiaoping TANG ; Qibing HUANG ; Rong FU ; Jun KANG ; Guobiao LIANG ; Kaiwei HAN ; Zhenmin HAN ; Shuo HAN ; Jun PU ; Lijun HENG ; Junji WEI ; Lijun HOU
Chinese Journal of Trauma 2024;40(5):385-396
Traumatic supraorbital fissure syndrome (TSOFS) is a symptom complex caused by nerve entrapment in the supraorbital fissure after skull base trauma. If the compressed cranial nerve in the supraorbital fissure is not decompressed surgically, ptosis, diplopia and eye movement disorder may exist for a long time and seriously affect the patients′ quality of life. Since its overall incidence is not high, it is not familiarized with the majority of neurosurgeons and some TSOFS may be complicated with skull base vascular injury. If the supraorbital fissure surgery is performed without treatment of vascular injury, it may cause massive hemorrhage, and disability and even life-threatening in severe cases. At present, there is no consensus or guideline on the diagnosis and treatment of TSOFS that can be referred to both domestically and internationally. To improve the understanding of TSOFS among clinical physicians and establish standardized diagnosis and treatment plans, the Skull Base Trauma Group of the Neurorepair Professional Committee of the Chinese Medical Doctor Association, Neurotrauma Group of the Neurosurgery Branch of the Chinese Medical Association, Neurotrauma Group of the Traumatology Branch of the Chinese Medical Association, and Editorial Committee of Chinese Journal of Trauma organized relevant experts to formulate Chinese expert consensus on the diagnosis and treatment of traumatic supraorbital fissure syndrome ( version 2024) based on evidence of evidence-based medicine and clinical experience of diagnosis and treatment. This consensus puts forward 12 recommendations on the diagnosis, classification, treatment, efficacy evaluation and follow-up of TSOFS, aiming to provide references for neurosurgeons from hospitals of all levels to standardize the diagnosis and treatment of TSOFS.
3.Feasibility study of active case findings for chronic obstructive pulmonary disease based on comorbidities-associated disease collection and questionnaire screening in county territory inpatients
Kun XIAO ; Zhenyu LIANG ; Lanfang LIANG ; Pusheng XU ; Meiyi LI ; Yanting XU ; Chunhong YU
Chinese Journal of Health Management 2024;18(5):326-332
Objective:To explore the feasibility of actively screening patients with chronic obstructive pulmonary disease (COPD) among inpatients in county territory-level hospitals based on the collection of comorbidity-related diseases and questionnaire surveys.Methods:This study was a cross-sectional study. From April 1, 2023, to November 30, 2023, a total of 1 392 inpatients who met the screening criteria in county territory-level hospitals within the Western Medical Group of Baiyun District, Guangzhou, were included in the study. General information, disease data, and COPD screening data of the patients were collected. A total of 1 392 questionnaires were distributed, all of which were returned and included in the analysis. Descriptive analysis, comparative analysis, and association rule mining were conducted, including the distribution of general information, distribution of common comorbidity-related diseases in COPD, distribution of questionnaire screening and pulmonary function test results, comparison of screening results based on comorbidity-related diseases grouping, comparison of screening results based on questionnaire screening results grouping, comparison of screening results based on smoking total score grouping, and association rules between screening results and pulmonary function test results and other research data.Results:Among the 1 392 study subjects, 334 cases (24.0%) had a positive self-screening questionnaire for COPD, 44 cases (13.2%) completed pulmonary function tests, and 17 cases (38.6%) were diagnosed with COPD. The positive rate of the screening questionnaire among inpatients was lowest in surgical patients without comorbidity-related diseases and highest in male patients with single/multiple comorbidity-related diseases and symptoms of chronic respiratory system diseases. The group with multiple comorbidity-related diseases had a significantly higher positive rate in the screening questionnaire than the group with single comorbidity-related diseases and the group without comorbidity-related diseases. Only 13.2% of inpatients with a positive screening questionnaire completed pulmonary function tests, with residents covered by medical insurance with multiple comorbidity-related diseases, including cardiovascular diseases, having the lowest rate, and patients with symptoms of chronic respiratory system diseases and single comorbidity-related diseases having the highest rate.Conclusions:Based on the collection of comorbidity-related diseases and questionnaire surveys, it is feasible to actively screen COPD patients among inpatients in county territory-level hospitals. However, efforts are needed to further increase the proportion of inpatients with positive screening questionnaires undergoing pulmonary function tests.
4.Effects of gender on clinical outcomes in extremely low birth weight infants and analysis of risk factors of mortality
Zhiwen SU ; Shaozhen LIANG ; Xiaoxia HUANG ; Huang WU ; Jianwei WEI ; Chunhong JIA ; Fan WU ; Qiliang CUI
Chinese Journal of Neonatology 2022;37(2):138-142
Objective:To study the effects of gender on clinical outcomes of extremely low birth weight infants (ELBWI) and to analyze the risk factors of mortality.Methods:From January 2011 to December 2020, ELBWI (birth weight <1 000 g) admitted to the Neonatology Department of our hospital were retrospectively studied. The infants were assigned into the male group and the female group. Incidences of major complications, survival rate and mortality rate were compared between the two groups. The infants were also assigned into survival group and death group according to their clinical outcomes. Binary multivariate unconditional Logistic regression was used to analyze the risk factors of mortality in ELBWI.Results:A total of 637 ELBWI cases were included. 311 cases were in the male group with a survival rate of 57.9% (180/311) and 326 cases were in the female group with a survival rate of 57.4% (187/326). The incidences of neonatal respiratory distress syndrome (RDS), bronchopulmonary dysplasia (BPD), pulmonary hemorrhage and severe intraventricular hemorrhage (IVH) in the male group were significantly higher than the female group ( P<0.05). Significant increases of survival rate existed for both groups year by year ( P<0.01).No significant differences existed in survival rate, mortality rate of infants receiving proactive treatment and mortality rate of infants withdrawing treatment between the two groups ( P>0.05). Multivariate unconditional Logistic regression analysis showed that withdrawing treatment ( P<0.01) and pulmonary hemorrhage ( P<0.05) were associated with increased risks of mortality. Conclusions:Male ELBWI have higher risks of RDS, BPD and severe IVH than female ELBWI. Withdrawing treatment and pulmonary hemorrhage are common risk factors of mortality for both male and female ELBWI.
5.Prevention and treatment strategy for deviation of costal cartilage dorsal onlay graft in rhinoplasty
Fanglin ZENG ; Xiaojian LIANG ; Xiankui HAN ; Ruobin LI ; Hui TIAN ; Chunhong LIANG ; Yanan BAO
Chinese Journal of Medical Aesthetics and Cosmetology 2022;28(4):282-286
Objective:To investigate the prevention and treatment for deviation of costal cartilage dorsal onlay grafts in rhinoplasty.Methods:From January 2010 to October 2020, a total of 588 patients (83 male cases, 505 female cases, age range from 25 years to 55 years, 32±4 years in average) accepted costal cartilage rhinoplasty in Shenzhen Mylike Medical Plastic Aesthetic Hospital. During the operation, various methods were used in the process of catilage selection, water bath, sculpture, treatment of nasal dorsal, graft fixation and fascial modification to prevent and treat the deformation and displacement of the costal cartilage dorsal onlay grafts.Results:The immediate postoperative photograph of 588 cases showed that costal cartilage dorsal onlay graft was put on the middle of dorsum. After a follow-up period of 396 cases from 6 to 60 months, the average follow-up period was 12.1 months, there were 44 cases happened with the deviation of dorsal onlay grafts, and deviation was managed after the second rhinoplasty surgery. There was no prolonged function sequela such as ventilation dysfunction, abnormal sensation, or hyposmia occured. 362 cases were satisfied with the aesthetic effect.Conclusions:It is particularly important to grasp the principles of managing costal cartilage in rhinoplasty and to learn how to prevent and treat postoperative complications of costal cartilage dorsal onlay graft.
6.Effects of neutrophilic granule protein on nitric oxide production in lipopolysaccharide-induced macrophages
Jing WANG ; Lixing TIAN ; Li TAO ; Chunhong SUN ; Huaping LIANG ; Baigang YAN
Chinese Critical Care Medicine 2021;33(2):198-202
Objective:To explore the influences of neutrophilic granule protein (NGP) on nitric oxide (NO) production in lipopolysaccharide (LPS)-induced macrophages and the regulatory mechanism.Methods:NGP highexpression RAW264.7 cells (NGP/RAW) and negative control empty vector cells (NC/RAW), NGP knockout RAW264.7 cells (NGP KO/RAW) and wild-type cells (WT/RAW) were cultured in vitro. Cells in logarithmic phase were stimulated with 10 mg/L LPS (LPS group) or phosphate buffered saline (PBS group) respectively. The content of NO in the supernatant was detected by Griess method. The mRNA expression of inducible nitric oxide synthase (iNOS) was detected by quantitative reverse transcription-polymerase chain reaction (RT-qPCR). The protein expressions of iNOS and phosphorylated signal transducer and activator of transcription 1 (p-STAT1) were detected by Western blotting.Results:Compared with PBS group, iNOS mRNA and NO expression were significantly increased at different time after LPS stimulation, the mRNA expression of iNOS peaked at 12 hours after LPS stimulation (2 -ΔΔCt: 38.45±1.34 vs. 1.00±0.00 in NC/RAW cells, 56.24±2.41 vs. 1.45±0.30 in NGP/RAW cells, 37.84±1.52 vs. 1.00±0.00 in WT/RAW cells, 5.47±0.62 vs. 0.98±0.40 in NGP KO/RAW cells, all P < 0.05), and the production of NO peaked at 24 hours after LPS stimulation (μmol/L: 24.15±1.26 vs. 0.15±0.04 in NC/RAW cells, 58.80±2.11 vs. 0.18±0.02 in NGP/RAW cells, 25.04±1.80 vs. 0.16±0.02 in WT/RAW cells, 2.42±0.38 vs. 0.12±0.03 in NGP KO/RAW cells, all P < 0.05). After being stimulated by LPS, the expression of iNOS mRNA and NO in NGP/RAW cells were increased significantly compared with NC/RAW cells [iNOS mRNA (2 -ΔΔCt): 8.42±0.59 vs. 4.63±0.37 at 2 hours, 27.16±1.60 vs. 14.25±1.02 at 6 hours, 56.24±2.41 vs. 38.45±1.34 at 12 hours; NO (μmol/L): 4.12±0.25 vs. 2.23±0.17 at 6 hours, 16.50±1.52 vs. 6.35±0.39 at 12 hours, 58.80±2.11 vs. 24.15±1.26 at 24 hours, all P < 0.05]. At the same time, the protein expressions of p-STAT1 and iNOS were also significantly enhanced (p-STAT1/GAPDH: 4.26±1.84 vs. 1.00±0.32 at 0 hours, 20.59±4.97 vs. 0.93±0.21 at 2 hours, 141.99±10.99 vs. 11.17±2.11 at 6 hours; iNOS/GAPDH: 1.27±0.86 vs. 1.00±0.22 at 0 hours, 7.94±1.94 vs. 2.01±0.92 at 2 hours, 24.24±4.88 vs. 3.72±1.11 at 6 hours, all P < 0.05), indicating that NGP might increase the expression of iNOS by promoting the phosphorylation of the signal transducer and activator of transcription 1 (STAT1) pathway, thereby increasing the production of NO. After being stimulated by LPS, the expression of iNOS mRNA and NO in NGP KO/RAW cells were significantly lower than that of WT/RAW cells [iNOS mRNA (2 -ΔΔCt): 2.46±0.31 vs. 4.22±0.18 at 2 hours, 3.61±0.44 vs. 13.02±1.34 at 6 hours, 5.47±0.62 vs. 37.84±1.52 at 12 hours; NO (μmol/L): 1.22±0.19 vs. 2.01±0.12 at 6 hours, 1.60±0.44 vs. 5.15±0.62 at 12 hours, 2.42±0.38 vs. 25.04±1.80 at 24 hours, all P < 0.05]. It showed that iNOS activation was reduced after NGP knockout, which in turn reduced NO production. Conclusion:NGP can positively regulate NO production in activated macrophages by activating the STAT1/iNOS pathway.
7.Construction and optimization of cordycepin-producing Saccharomyces cerevisiae.
Chunhong HUO ; Hongyu LI ; Qian LI ; Jihui WANG ; Cheng LI ; Liang WANG
Chinese Journal of Biotechnology 2021;37(9):3334-3347
Cordycepin is the key active component of medicinal fungus Cordyceps militaris, and it shows multiple functional activities such as anti-tumor and anti-virus. Cordycepin was conventionally produced by liquid fermentation of C. militaris, but the long production cycle and the low productivity constrained its development and application. In this study, two key genes for cordycepin biosynthesis (ScCNS1 and ScCNS2) were introduced into Saccharomyces cerevisiae S288C, producing 67.32 mg/L cordycepin at 240 h. Analysis of gene expression profiles indicated that ZWF1, PRS4, ADE4, ScCNS1 and ScCNS2 which encode enzymes involved in pentose phosphate pathway, purine metabolism and cordycepin biosynthesis pathway, were significantly up-regulated in the late phage of fermentation. Optimization of fermentation medium determined that 50 g/L initial glucose followed by feeding, supplemented with 5 mmol/L Cu²⁺ and 1.0 g/L adenine were the best condition. Fed-batch fermentation using the engineered yeast in a 5 L stirred fermenter produced 137.27 mg/L cordycepin at 144 h, with a productivity up to 0.95 mg/(L·h) reached, which was 240% higher than that of the control.
Cordyceps
;
Culture Media
;
Deoxyadenosines
;
Saccharomyces cerevisiae/genetics*
8.Study of the genotypic and hematological feature of hemoglobin H disease in West Guangxi area.
Xuejuan NONG ; Guidan XU ; Jia LI ; Juhua LIANG ; Shimao ZHONG ; Chunhong LIU ; Chunfang WANG
Chinese Journal of Medical Genetics 2020;37(12):1326-1330
OBJECTIVE:
To analyze the incidence, genotype and hematological feature of hemoglobin H (HbH) disease in West Guangxi region.
METHODS:
A total of 1246 patients diagnosed with HbH disease from January 2013 to December 2018 in our hospital were enrolled. Red blood cell parameters, hemoglobin electrophoresis, Gap-polymerase china reaction (Gap-PCR) and polymerase chain reaction-reverse dot blot (PCR-RDB) techniques were used to detect the 6 common α-thalassemia mutations and 17 common β-thalassemia mutations. The results were compared with those of other regions.
RESULTS:
The detection rate for HbH disease was 5.66%. Among the 1246 patients, 614 (49.28%) had deletion-type HbH disease, including -α
CONCLUSION
The prevalence of HbH disease is high in West Guangxi region, and the main genotypeis non-deletion. α
China/epidemiology*
;
Genotype
;
Humans
;
Mutation
;
Prevalence
;
alpha-Thalassemia/pathology*
;
beta-Thalassemia/genetics*
9.PCC0208017, a novel small-molecule inhibitor of MARK3/MARK4, suppresses glioma progression and .
Fangfang LI ; Zongliang LIU ; Heyuan SUN ; Chunmei LI ; Wenyan WANG ; Liang YE ; Chunhong YAN ; Jingwei TIAN ; Hongbo WANG
Acta Pharmaceutica Sinica B 2020;10(2):289-300
Gliomas are the most common primary intracranial neoplasms among all brain malignancies, and the microtubule affinity regulating kinases (MARKs) have become potential drug targets for glioma. Here, we report a novel dual small-molecule inhibitor of MARK3 and MARK4, designated as PCC0208017. PCC0208017 strongly inhibited kinase activity against MARK3 and MARK4, and strongly reduced proliferation in three glioma cell lines. This compound attenuated glioma cell migration, glioma cell invasion, and angiogenesis. Molecular mechanism studies revealed that PCC0208017 decreased the phosphorylation of Tau, disrupted microtubule dynamics, and induced a G2/M phase cell cycle arrest. In an glioma model, PCC0208017 showed robust anti-tumor activity, blood-brain barrier permeability, and a good oral pharmacokinetic profile. Molecular docking studies showed that PCC0208017 exhibited high binding affinity to MARK3 and MARK4. Taken together, our study describes for the first time that PCC0208017, a novel MARK3/MARK4 inhibitor, might be a promising lead compound for treatment of glioma.
10.Behavior problems and influencing factors of school-age children in Zhongshan
Shuhua HE ; Xianshang LIANG ; Jie ZENG ; Xueqin YAN ; Wanjian WEI ; Qunying WU ; Chunhong YE ; Ang CHEN ; Meizhen SU ; Jianhui GAO
Journal of Preventive Medicine 2019;31(5):449-455
Objective :
To investigate the behavior problems and influencing factors of school-age students from the third to the sixth grade in Zhongshan,and to provide evidence for early intervention of behavior problems in children.
Methods :
According to the proportion of population in urban area and township in Zhongshan,students of Grade Three to Six from eight primary schools(three in urban area and five in township)were recruited by stratified sampling method. The behavior problems in children were assessed by the Conners Parent Symptom Questionnaire(PSQ). Sociodemographic information,family discipline and so on was investigated by a general questionnaire. The influencing factors for behavior problems were analyzed by a logistic regression model.
Results :
A total of 2 292 questionnaires were issued,and 2 236 valid questionnaires were recycled,with an effective rate of 97.56%. The positive rate of behavioral problems was 11.72%. The results of multivariate logistic regression analysis showed that the risk factors for behavior problems were females(OR=1.594,95%CI:1.170-2.171),birth asphyxia(OR=2.372,95%CI:1.320-4.261),main family discipline(laissez-faire:OR=3.326,95%CI:1.450-7.630;doting:OR=3.244,95%CI:1.867-5.638;autocratic:OR=2.609,95%CI:1.584-4.296,mixed:OR=2.313,95%CI:1.669- 3.207),less than four hours per week for father-child communication(OR=1.551,95%CI:1.052-2.286),negative life events(OR=2.188,95%CI:1.448-3.308),living in township(OR=2.031,95%CI:1.330-3.102),academic performance (average:OR=2.786,95%CI:1.868-4.156;poor:OR=6.665,95%CI:3.236-13.727;very poor:OR=25.068,95%CI:5.786-108.617);the protective factors were occupation of mother as civil servants or professional personnel(OR=0.449,95%CI:0.238-0.844)and higher grades(Grade Five:OR=0.496,95%CI:0.339-0.727;Grade Six:OR=0.468,95%CI:0.309-0.710).
Conclusion
Females,birth asphyxia,main family discipline,less communication between father and child,occupation of mother,negative life events,place of residence,academic performance and grade were the influencing factors for behavior problems.


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