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.USP11 mediates the proliferation and invasion of OSCC cells via regulation of IGF2BP3 expression
Hongyan GUO ; Fuyan WU ; Shaowen WANG
Journal of Practical Stomatology 2024;40(3):377-384
Objective:To explore the mechanism of ubiquitin-specific protease 11(USP11)affecting the proliferation and invasion of oral squamous cell carcinoma(OSCC)cells by regulating IGF2BP3 expression.Methods:USP11 expression in OSCC tissues and adja-cent tissues from OSCC patients(n=50)was detected by immunohistochemistry and western blot,and USP11 expression in normal hu-man oral keratinocyte(HOK)cell line and human OSCC cell lines SCC-25 and CAL-27 was detected by western blot.SCC-25 and CAL-27 cells were transfected with siRNA USP11(si-USP11)or siRNA negative control(si-NC).Western blot was performed to de-tect the silencing efficiency of USP11.CCK-8,wound healing assay and Transwell assay were carried out to evaluate the effects of USP11 silencing on cell proliferation,migration and invasion.Western blot was employed to detect IGF2BP3 expression after the knockdown of USP11.Nude mice were inoculated with SCC-25 cells to construct the transplanted tumor model,and the inhibitory effect of USP11 knock-down on SCC-25 cell tumorigenicity was investigated.Results:The USP11 protein level in carcinoma tissues of OSCC patients was significantly higher than in the adjacent tissues,USP11 protein expression was significantly higher in SCC-25 and CAL-27 cells than in HOK cells.The knockdown of USP11 markedly reduced the proliferation,migration and invasion of SCC-25 and CAL-27 cells,and down-regulated the expression of IGF2BP3 cells.Compared with the USP11 silencing group,the proliferation,migration and invasion of SCC-25 and CAL-27 cells were significantly increased in the simultaneous knockdown of USP11 and overexpression of IGF2BP3 cells.Compared with the USP11 overexpression group,the proliferation,migration and invasion of SCC-25 and CAL-27 cells were decreased in the simultaneous IGF2BP3 knockdown and USP11 overexpression cells.Tumorigenicity experiments in nude mice showed that the tumor volume and weight were significantly declined by USP11 knockdown.Conclusion:USP11 is highly expressed in OSCC tissues,which may promote the proliferation,migration and invasion of OSCC cells through up-regulation of IGF2BP3 expression.
3.Latest incidence and electrocardiographic predictors of atrial fibrillation: a prospective study from China.
Yong WEI ; Genqing ZHOU ; Xiaoyu WU ; Xiaofeng LU ; Xingjie WANG ; Bin WANG ; Caihong WANG ; Yahong SHEN ; Shi PENG ; Yu DING ; Juan XU ; Lidong CAI ; Songwen CHEN ; Wenyi YANG ; Shaowen LIU
Chinese Medical Journal 2023;136(3):313-321
BACKGROUND:
China bears the biggest atrial fibrillation (AF) burden in the world. However, little is known about the incidence and predictors of AF. This study aimed to investigate the current incidence of AF and its electrocardiographic (ECG) predictors in general community individuals aged over 60 years in China.
METHODS:
This was a prospective cohort study, recruiting subjects who were aged over 60 years and underwent annual health checkups from April to July 2015 in four community health centers in Songjiang District, Shanghai, China. The subjects were then followed up from 2015 to 2019 annually. Data on sociodemographic characteristics, medical history, and the resting 12-lead ECG were collected. Kaplan-Meier curve was used for showing the trends in AF incidence and calculating the predictors of AF. Associations of ECG abnormalities and AF incidence were examined using Cox proportional hazard models.
RESULTS:
This study recruited 18,738 subjects, and 351 (1.87%) developed AF. The overall incidence rate of AF was 5.2/1000 person-years during an observation period of 67,704 person-years. Multivariable Cox regression analysis indicated age (hazard ratio [HR], 1.07; 95% confidence interval [CI]: 1.06-1.09; P < 0.001), male (HR, 1.30; 95% CI: 1.05-1.62; P = 0.018), a history of hypertension (HR, 1.55; 95% CI: 1.23-1.95; P < 0.001), a history of cardiac diseases (HR, 3.23; 95% CI: 2.34-4.45; P < 0.001), atrial premature complex (APC) (HR, 2.82; 95% CI: 2.17-3.68; P < 0.001), atrial flutter (HR, 18.68; 95% CI: 7.37-47.31; P < 0.001), junctional premature complex (JPC) (HR, 3.57; 95% CI: 1.59-8.02; P = 0.002), junctional rhythm (HR, 18.24; 95% CI: 5.83-57.07; P < 0.001), ventricular premature complex (VPC) (HR, 1.76; 95% CI: 1.13-2.75, P = 0.012), short PR interval (HR, 5.49; 95% CI: 1.36-22.19; P = 0.017), right atrial enlargement (HR, 6.22; 95% CI: 1.54-25.14; P = 0.010), and pacing rhythm (HR, 3.99; 95% CI: 1.57-10.14; P = 0.004) were independently associated with the incidence of AF.
CONCLUSIONS
The present incidence of AF was 5.2/1000 person-years in the studied population aged over 60 years in China. Among various ECG abnormalities, only APC, atrial flutter, JPC, junctional rhythm, short PR interval, VPC, right atrial enlargement, and pacing rhythm were independently associated with AF incidence.
Humans
;
Male
;
Middle Aged
;
Aged
;
Atrial Fibrillation/epidemiology*
;
Prospective Studies
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Incidence
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Atrial Flutter/complications*
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Risk Factors
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China/epidemiology*
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Electrocardiography
5.The role of concurrent chemotherapy in intensity-modulated radiotherapy for patients with stage Ⅲ nasopharyngeal carcinoma
Zheng WU ; Lei WANG ; Dehuan XIE ; Shaowen LYU ; Yong SU
Chinese Journal of Radiation Oncology 2020;29(10):827-832
Objective:To investigate the clinical efficacy of concurrent chemotherapy in intensity-modulated radiotherapy (IMRT) for patients with stage Ⅲ nasopharyngeal carcinoma (NPC).Methods:Clinical data of 251 patients with stage Ⅲ NPC treated with IMRT alone or concurrent chemoradiotherapy (CCRT) at Sun Yat-sen University Cancer Center from February 2001 to December 2008 were retrospectively analyzed. The prognostic factors of NPC were analyzed and the efficacy of CCRT was assessed. The survival rate was calculated by Kaplan-Meier method. The differences between two groups were analyzed by log-rank test. The prognostic factors were analyzed by Cox model.Results:The 10-year locoregional-free survival (LRFS), distant metastasis-free survival (DMFS), progression-free survival (PFS), and overall survival (OS) for NPC patients were 88.6%, 81.1%, 68.8% and 75.1%, respectively. Univariate and multivariate analyses demonstrated that N staging and nasopharyngeal tumor volume were the most important prognostic factors, and concurrent chemotherapy significantly improved PFS and OS (both P<0.05). In T 3N 0-1 patients, there was no significant difference in survival indexes between IMRT alone and CCRT (10y-LRFS: 93.8% vs. 93.2%, P=0.933; 10y-DMFS: 80.9% vs. 86.8%, P=0.385; 10y-PFS: 70.6% vs. 77.7%, P=0.513; 10y-OS: 71.8% vs. 83.6%, P=0.207). For T 1-3N 2 patients, CCRT was significantly better than radiotherapy alone in LRFS, PFS, and OS (10y-LRFS: 87.3% vs. 66.7%, P=0.016; 10y-PFS: 70.2% vs. 41.0%, P=0.003; 10y-OS: 78.5% vs. 51.7%, P=0.008), whereas there was an increasing trend in DMFS (10y-DMFS: 80.3% vs. 66.4%, P=0.103). Conclusions:Concurrent chemotherapy can improve clinical prognosis of stage Ⅲ NPC patients, and the most survival benefits are obtained in the N 2 group. Individualized treatment options should be delivered based on the risk of treatment failure.
6.Current status and enlightenment of teaching models in evidence-based medicine at home and abroad: a qualitative systematic review
Yingli LIU ; Yue LI ; Yufan WANG ; Shuqing YU ; Zhixia LI ; Beibei YUAN ; Shaowen TANG ; Tao WU ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2020;41(12):2141-2148
Objective:To summarize the different teaching models and their effects in evidence-based medicine at home and abroad by qualitative method and systematic review.Methods:We searched the following databases (from inception to 13 May, 2019): PubMed, Embase, Proquest, Cochrane, Web of Science database and the Chinese databases (CNKI, Wanfang, SinoMed and VIP). To assess data strength and validity, risk of bias assessments were undertaken.Results:A total of 52 literatures were included in this study, including 21 Chinese-language literature and 31 English-language literature. PBL teaching model, mixed teaching model and workshop teaching model were the three teaching models with the largest number of studies in 20 teaching models.Conclusion:The evidence-based medicine teaching effect was closely related to the teaching models, so it is necessary to explore more suitable teaching models for the evidence-based medicine to improve the teaching effects.
7.Study on the Relationship between 24-hour Urinary Protein Quantification and Maternal and Neonatal Complications in Severe Preeclampsia
Shaowen WU ; Weiyuan ZHANG ; Lirong TANG
Journal of Medical Research 2018;47(2):83-86
Objective To investigate the relationship between 24-hour urinary protein quantification and maternal and neonatal complications in severe preeclampsia. Methods Totally 2305 cases of pregnant women which were diagnosed as severe preeclampsia more than 28 weeks of single pregnancy in 37 hospitals in mainland China were selected from January 1 to December 31, 2011. According to the results of the highest 24 hours urine protein quantitative after admission, the subjects were divided into 3 groups. The group Ⅰ included 590 cases whose 24h urinary protein were 0-2g. There were 843 cases in group Ⅱ whose 24h urinary protein were 2-5g, 872 cases were in group Ⅲ whose 24h urinary protein were more than 5g. The complications of the maternal and neonatal outcome were analyzed among the three groups. Results The incidence of hypoalbuminemia was 14. 8%, the rate of chest /ascites /pulmonary edema / heart failure was 1. 6%, the incidence of renal dysfuction was 0. 6% and the incidence of placental abruption and HELLP syndrome was 2. 7% and 3. 0%. There was significant difference in the incidence of hypoalbuminemia among the three groups of which the incidence of groupⅠwas significantly lower than that of group Ⅱ and group Ⅲ (P < 0. 017). The rate of fetal growth restriction, fetal distress and neonatal asphyxia was 3. 3%, 9. 5%, and 1. 1%. The incidence of neonatal body weight, fetal growth restriction and neonatal asphyxia among the three groups were significantly different (P < 0. 05). The body weight of neonatal group was significantly higher than that of group Ⅱ and group Ⅲ (P < 0. 017). The incidence of FGR in group Ⅱ was significantly higher than that in group Ⅲ (P < 0. 017). The rate of neonatal asphyxia in group Ⅰ was significantly lower than that in group Ⅲ (P < 0. 017). There are no significant difference in the incidence of heart failure /pulmonary edema, placental abruption, HELLP syndrome and cesarean section among the three groups. Conclusion 24-hour urinary protein may increase the risk of hypoalbuminemia in pregnant women with severe preeclampsia, but do not increase the risk of heart failure /pulmonary edema, placental abruption and HELLP syndrome. 24-hour urinary protein was associated with severe preeclampsia neonatal body weight, fetal growth restriction, and neonatal asphyxia.
8.Microsurgical resection of petroclival meningiomas: choice of surgical approaches, techniques and efficacies
Yuanfu TAN ; Shaowen XIAO ; Chaoyuan ZHANG ; Xuesong WU ; Zhiyi CHEN
Chinese Journal of Neuromedicine 2018;17(3):233-239
Objective To investigate the approaches,techniques and efficacies ofmicrosurgical resection ofpetroclival meningiomas.Methods A total of 59 patients with petroclival meningiomas,admitted to our hospital from January 2003 to January 2016,were chosen in our study;single microscopic resection was performed in 55 patients (93.2%) and re-operation was performed in 4 patients (6.8%);29 times (46.0%) via retrosigmoid approach,17 times (27.0%) via tranpetrosal approach,and 17 time via subtemporal approach (27.0%) were chosen.The clinical data,radiological findings,surgical records and outcomes of patients were retrospectively analyzed,and the prognostic factors was analyzed.Results Complete resection was achieved in 31 patients (52.5%),subtotal resection in 19 (21.7%) and partial resection in 9 (15.3%).There was no death in perioperative period.Follow-up were obtained in 55 patients,and median follow-up was 42.6 months (ranged 3-131 months).Permanent neurological damage occurred in 16 patients (27%).Tumor recurred in 11 patients:6 had gamma knife radiosurgery,one had routine radiotherapy,and 4 required re-operation.Two patients died of tumor recurrence/progression reoperation.In these 55 patients,42 enjoyed good prognosis and 13 had poor prognosis.The tumor sizes,brainstem edema and preoperative Kamofsky performance scale scores were unfavorable prognostic factors.Conclusion By using appropriate approaches,surgical strategies and techniques,the petroclival meningiomas can be removed with relatively favorable outcome.
9.Bladder pressure expansion with drug perfusion for the treatment of ketaminea ssociated cystitis: long-term results
Zhigang CHENG ; Hui WEI ; Ying HUANG ; Huizhi YANG ; Guo LI ; Shaowen WU ; Hua MEI
Chinese Journal of Urology 2017;38(1):28-32
Objective To study the long-term efficacy of bladder pressure expansion and perfusion therapy by bladder hydraulic expansion with alkalify lidocaine,heparin,dexamethasone for the treatment of ketamine correlation cystitis Methods From January 2008 to September 2011,the data from 19 male and 3 female patients,who were diagnosed as ketamine-associated cystitis was retrospectively analyzed.The mean age was (26 ± 5)years old.All patients accepted bladder pressure expansion under the spinal and epidural anesthesia.After expansion,the silicon three-channel catheters were left in those patients.2% lidocaine (20 ml) and 5% bicarbonate (10 ml) was perfused into the bladder.Meanwhile,the heparin (2.5 U) and dexamethasone (10 mg) were added into the solution,as well.After perfusion,the catheter was clamped until the patient could not tolerate.The perfusion was performed three times every day for 5 days.The volume of urine was recorded each time.The OABSS score,urine volume,maximum urine flow rate,day and night urination frequency were followed within 5 years.And the data was compared with those preoperative and postoperative 1 week,1 month,3 months,6 months.Results 22 patients accepted the procedure successfully.No complications,such as fever or bladder rupture,occurred.At the end of 5 years,the bladder volume daily urinating frequency,night urinating frequency,maximal flow rate,OABSS score were (238.3 ± 37.3) ml,9.2 ± 2.3,2.1-± 1.3,(18.2 ± 8.3) ml/s,4.4-± 2.4,respectively.Compared to the one week and one month after the operation,those results have significant difference (P < 0.01).Compared to the 3 months after the procedure,the bladder volume has significant difference [(238.3-± 37.3) ml vs.(158.3-± 18.3) ml,P < 0.01].No significant differences were noticed in those items 6 months after the procedure (P > 0.05).Conclusion The long-term efficacy of bladder pressure expansion with alkaline lidocaine,heparin and dexamethasone the anesthesia in the treatment of ketamine associated cystitis is good.The outcome is stable,and no obvious complications.
10.Clinic characteristics of women with advanced maternal age and perinatal outcomes
Yu CHEN ; Xiaoli ZHENG ; Shaowen WU ; Weiyuan ZHANG
Chinese Journal of Obstetrics and Gynecology 2017;52(8):508-513
Objective To explore the association between maternal age and perinatal outcomes.Methods Totally,3 151 women with advanced maternal age and 6 098 women younger than 35 years old who delivered in Beijing Obstetrics and Gynecology Hospital in 2016 were recruited.Their clinic characteristics and perinatal outcomes were collected to divide into 3 groups based on delivery age,Group 1 (aged 35-39 years,2 683 cases),Group 2 (aged ≥40 years,366 cases) and the control group (aged<35 years,6 098 cases).The association between maternal age and adverse perinatal outcomes were analyzed,including hypertensive disorder complicating pregnancy,gestational diabetes mellitus (GDM),preterm birth and postpartum hemorrhage.Results The rate of cesarean section history (27.39%,33.61%,5.53%) or previous myomectomy history (2.80%,5.46%,0.72%) were compared between the advanced maternal age groups and the control group,and the differences were statistically significant (P<0.05).The percentage of prepregnancy overweight and obesity (29.67%,27.05%,18.47%),complicated with myoma (14.83%,19.95%,5.64%) were compared among the three groups,and the differences were statistically significant (P< 0.05).The percentage of pregnancy through assisted reproductive technology (9.84%,15.03%,3.12%) also had statistically significant differences (P<0.05).The incidence of fetal chromosomal abnormalities (1.23%,3.01%,0.36%) and fetal malformations (1.94%,4.37%,0.48%) increased with the maternal age,with statistically significant differences (P<0.01).The mobidity of hypertensive disorders (9.84%,13.11%,9.23%),pregestational diabetes mellitus (1.83%,2.19%,0.72%),gestational diabetes mellitus (22.70%,28.42%,14.87%),premature rupture of membranes (25.57%,19.40%,31.42%),placenta previa (2.05%,2.46%,0.92%),preterm birth(8.35%,11.20%,5.51%),postpartum hemorrhage (25.11%,18.31%,20.27%)and forceps delivery (5.42%,2.33%,5.71%) were compared,and the differences were statistically significant (P<0.05).The cesarean section rate in primipara (45.42%,75.74%,21.33%) and multipara (51.46%,61.54%,30.95%) had statistically significant difference (P<0.05).The proportion of macrosomia (10.80%,8.85%,7.96%) and neonates transferred into neonatal ICU (9.63%,11.48%,5.21%) in term neonates had statistically significant difference (P<0.05).Conclusions Women with advanced maternal age increase after new family planning policy put into effect,so do the risk of adverse perinatal outcomes.Attention and interventions should be made to cope with the occurrence of adverse perinatal outcomes.

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