1.Surveillance results of common diseases among primary and secondary school students in Yichang City in 2019 - 2022
Yi LIANG ; Zaoxia WANG ; Chi HU ; Xiaoyan MING ; Man XIAO ; Qian WU ; Zhongcheng YANG
Journal of Public Health and Preventive Medicine 2025;36(4):98-101
Objective To investigate the prevalence of common diseases among primary and secondary school students in Yichang City from 2019 to 2022, and to provide a scientific basis for formulating effective intervention measures in the future. Methods By random cluster sampling , 7 schools in urban areas and 5 schools in suburban counties were selected to screen common diseases such as myopia, dental caries, obesity and abnormal spinal curvature. Descriptive epidemiological methods were employed for statistical analysis. Results A total of 17 023 primary and secondary school students were screened from 2019 to 2022. The overall detection rate of common diseases from high to low was myopia (54.12%), caries (36.75%), overweight (15.17%), obesity (11.88%), malnutrition (5.80%), and abnormal spinal curvature (3.49%). The detection rates of myopia and abnormal curvature of the spine showed an increasing trend with years and school stages, while the detection rates of malnutrition and dental caries showed a decreasing trend with years and school stages. The detection rates of overweight and obesity showed no trend difference with years, and the detection rates of obesity showed a decreasing trend with school stages. The rates of myopia, overweight and obesity were higher in urban areas than those in suburban counties, and the rate of dental caries was higher in suburban counties than that in urban areas. The prevalence of overweight, obesity, and malnutrition in boys was higher than that in girls. The prevalence of myopia and dental caries in girls was higher than that in boys. The above differences were statistically significant (all P<0.05). Conclusion Myopia, dental caries, obesity, and abnormal curvature of the spine are the current focus of the prevention and treatment of common diseases in students. There are great differences between different regions, school stages, and genders. The “tripartite linkage” of schools, families, and communities should be achieved with the joint efforts of the education and health departments to actively take targeted intervention measures to reduce the prevalence.
2.Short- to medium-term safety and efficacy of the implantable Corheart 6 left ventricular assist system in patients with end-stage heart failure
Zhibing QIU ; Xiaochun SONG ; Liangpeng LI ; Hongwei SHI ; Liqiong XIAO ; Yunzhang WU ; Xiaosong RONG ; Jidan FAN ; Liang WEI ; Xin CHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):639-645
Objective To investigate the efficacy and safety of the Corheart 6 left ventricular assist system in patients with end-stage heart failure. Methods A retrospective study was conducted on patients with end-stage heart failure who were treated with Corheart 6 left ventricular assist system from March 2022 to June 2024 in 4 hospitals in Jiangsu Province. The efficacy of the device was evaluated by comparing changes in clinical indicators at preoperative, discharge, 3-month postoperative, and 6-month postoperative timepoints, including the New York Heart Association (NYHA) functional classification, left ventricular ejection fraction (LVEF), and left ventricular end-diastolic diameter (LVEDD). The safety of the device was assessed by analyzing the intraoperative position and orientation of the blood pump inlet cannula, as well as the incidence of adverse events. Results In this study, 39 patients were collected, including 34 males and 5 females with a mean age of (56.4±12.5) years, ranging from 20 to 75 years. There was no operative death. There was no death in postoperative 3 months with a survival rate of 100.0%. There were 3 deaths in 6 months postoperatively, with a survival rate of 92.3%. All patients had a preoperative NYHA cardiac function classification of class Ⅳ. The NYHA cardiac function class of the patients improved (P<0.05) at discharge, 3 and 6 months after surgery when compared to the preoperative period. LVEF was significantly higher at 3 months after surgery than that during the preoperative period (P<0.05). LVEDD was significantly smaller at discharge, 3 and 6 months after surgery than that during the preoperative period (P<0.05). The safety evaluation's findings demonstrated that all 39 patients' intraoperative blood pump inlet tubes were oriented correctly, the artificial blood vessel suture sites were appropriate, there were no instances of device malfunction or pump thrombosis, or instances of bleeding or hemolysis, and the rate of the remaining adverse events was low. Conclusion With a low rate of adverse events and an excellent safety profile, the Corheart 6 left ventricular assist system can efficiently enhance cardiac function in patients with end-stage heart failure. It also has considerable clinical uses.
3.Analyzing the influencing factors of occupational burnout among disease control and prevention staffs in Sichuan Province
Chaoxue WU ; Shuang DONG ; Liang WANG ; Xunbo DU ; Lin ZHAO ; Dan SHAO ; Quanquan XIAO ; Lijun ZHOU ; Chongkun XIAO ; Heng YUAN
China Occupational Medicine 2025;52(3):288-292
Objective To assess the situation and influencing factors of occupational burnout among the staff at the Center for Disease Control and Prevention (CDC) in Sichuan Province. Methods A total of 1 038 CDC staff members in Sichuan Province were selected as the study subjects using the stratified random sampling method. Occupational burnout of the staff was assessed using the Maslach Burnout Inventory General Survey via an online questionnaire. Results The detection rate of occupational burnout was 42.3% (439/1 038). Binary logistic regression analysis result showed that, after controlling for confounding factors such as education level and alcohol consumption, CDC staffs aged at 20-<31, 31-<41, and 41-<51 years were at higher risk of occupational burnout compared with those ≥51 years (all P<0.05). CDC staffs with 5-<10 or ≥10 years of service had higher occupational burnout risk compared with those with <5 years (both P<0.05). CDC staffs with poor or fair health status, irregular diet, and poor sleep quality had higher risk of occupational burnout compared with those healthy, have regular diet, and good sleep quality (all P<0.05). The risk of occupational burnout increased with higher overtime frequency (all P<0.05). Conclusion Occupational burnout among CDC staffs in Sichuan Province is relatively high. Age, years of service, health status, diet, sleep quality, and overtime frequency are key influencing factors.
4.Mechanism of Huayu jiedu formula in alleviating inflammatory injury in chronic kidney disease based on AIM2 pyroptosis pathway
Jinhuan XUE ; Ziwen WU ; Fan YANG ; Yunyun LOU ; Yingjun DING ; Yupeng XIAO ; Xianhui LIU ; Wenjie LIANG
China Pharmacy 2025;36(21):2638-2644
OBJECTIVE To explore the mechanism of Huayu jiedu formula in regulating inflammatory injury in chronic kidney disease (CKD). METHODS Fifty male SD rats were randomly divided into a sham surgery group (10 rats) and a modeling group (40 rats). The CKD model was replicated in the modeling group by unilateral ureteral obstruction surgery. After successful modeling, the rats were randomly divided into model group, esaxerenone group (positive control), and TCM low- and high-dose groups, with 10 rats in each group. The Esaxerenone group was given 1 mg/kg of esaxerenone, while the TCM low- and high-dose groups were given 13.7 and 27.4 g/kg of Huayu jiedu formula respectively, the sham surgery group and model group were given an equal volume of physiological saline, all groups were intervened continuously for 14 days. Hematoxylin eosin and Masson staining were used to observe the pathological changes in rat kidney tissue. Conventional biochemical methods were used to detect serum urea (SUr), serum creatinine (SCr), malondialdehyde (MDA), and superoxide dismutase (SOD) levels; enzyme-linked immunosorbent assay was used to detect the levels of serum interleukin-1β (IL-1β), IL-6, and tumor necrosis factor-α(TNF-α); immunohistochemistry and Western blot were used to detect the protein expression of peroxisome proliferator-activated receptor γ coactivator-1α(PGC-1α) , mitochondrial transcription factor A (TFAM), absent in melanoma 2(AIM2), caspase-1, gasdermin D (GSDMD), IL-1β and IL-18 in renal tissue; real-time fluorescence quantitative PCR was used to detect the mRNA expression of AIM2. RESULTS Compared with the sham surgery group, the renal tissue of the model group showed pathological changes such as glomerular deformation and destruction, severe tubular dilation, and increased deposition of blue fibrin; the levels of SUr, SCr, MDA, IL-1β, IL-6, TNF-α,the protein expression of AIM2, GSDMD, caspase-1, IL-1β, IL-18 , and the mRNA expression of AIM2 were significantly increased or up-regulated (P<0.01); the levels of SOD, the protein expression of PGC-1α, TFAM were significantly reduced or down-regulated (P<0.01). Compared with the model group, all treatment groups showed improvement in the above symptoms and most indicators in rats. CONCLUSIONS Huayu jiedu formula may improve renal function, alleviate renal inflammatory damage and pyroptosis, and exert renal protective effects by regulating the AIM2 pyroptosis pathway.
5.Efficacy analysis of OLIF combined with posterior percutaneous internal fixation in patients with lumbar spinal stenosis with or without redundant nerve roots
Hong-Zhou SUN ; Yu ZHANG ; Liang XIAO ; Quan-Lai ZHAO ; Chen LIU ; Zhong-Xuan WU
China Journal of Orthopaedics and Traumatology 2024;37(4):345-351
Objective To investigate the clinical efficacy of oblique lumbar interbody fusion(OLIF)combined with poste-rior percutaneous internal fixation in patients with lumbar spinal stenosis with or without redundant nerve roots(RNRs).Meth-ods A retrospective analysis of 92 patients with lumbar spinal stenosis treated by oblique lateral lumbar interbody fusion com-bined with posterior percutaneous internal fixation from June 2019 to June 2022 was performed.There were 32 males and 60 females,aged from 44 to 82 years old with an average of(63.67±9.93)years old.All patients were divided into RNRs positive group and RNRs negative group according to redundancy or not before operation.There were 38 patients in RNRs positive group,including 15 males and 23 females.The age ranged from 45 to 82 years old with an average of(65.45±10.37)years old.The disease duration was 24.00(12.00,72.00)months.There were 54 patients in RNRs negative group,including 17 males and 37 females.The age ranged from 44 to 77 years old with an average of(62.42±9.51)years old.The disease duration was 13.50(9.00,36.00)months.The general data of patients were recorded,including operation time,intraoperative blood loss and complications.The imaging parameters before and after operation were observed,including the number of stenosis segments,intervertebral space height,lumbar lordosis angle and dural sac area.The visual analogue scale(VAS)was used to evaluate the back and lower extremity pain,and the Oswestry disability index(ODI)was used to evaluate the activities of daily living.Results All patients were followed up for 8 to 18 months with an average of(11.04±3.61)months,and no complications were found during the follow-up period.The number of stenosis segments in RNRs positive group(1.71±0.46)was more than that in RNRs negative group(1.17±0.38).In RNRs positive group,intervertebral space height,dural sac area,low back pain VAS,lower extremity pain VAS,ODI score were(1.11±0.19)cm,(0.46±0.17)cm2,(5.39±1.00)scores,(5.05±1.01)points,(55.74±4.05)points,respectively.RNRs negative groups respectively(0.97±0.23)cm,(0.69±0.26)cm2,(4.50±0.77)scores,(4.00±0.58)scores,(47.33±3.43)%.In RNRs positive group,intervertebral space height,dural sac area,low back pain VAS,leg pain VAS,ODI score were(1.60±0.19)cm,(0.74±0.36)cm2,(3.39±0.72)scores,(3.05±1.01)scores,(46.74±4.82)scores,respectively.RNRs negative groups respectively(1.48±0.25)cm,(1.12±0.35)cm2,(3.00±0.82)scores,(3.00±0.82)scores,(37.67±3.58)%.The postoperative intervertebral space height,dural sac area,low back pain VAS score,lower extremity pain VAS and ODI score of the patients in the RNRs positive group and the negative group were signifi-cantly improved compared with those before operation,and the differences were statistically significant(P<0.05).There were statistically significant differences in the number of stenosed segments,preoperative intervertebral space height,dural sac area,low back pain VAS,lower extremity pain VAS,and ODI between the two groups(P<0.05).There were significant differences in postoperative intervertebral space height and postoperative ODI between the two groups(P<0.05),but there was no significant difference in intervertebral space height before and after operation and ODI score before and after operation(P>0.05).There were significant differences in operation time,intraoperative blood loss,postoperative dural sac area,difference of dural sac area before and after operation,postoperative low back pain VAS,difference of low back pain VAS score before and after oper-ation,difference of lower extremity pain VAS before and after operation between the two groups(P<0.05).Conclusion OLIF combined with posterior percutaneous internal fixation has a good effect on patients with or without RNRs.Multi-segmental lumbar spinal stenosis and decreased dural sac area may lead to the occurrence of RNRs,and LSS patients with RNRs have more severe symptoms.LSS patients with RNRs have worse surgical outcomes than those without RNRs.
6.Comparison of two surgical methods for the treatment of intertrochanteric fractures of the femur in elderly patients with knee osteoarthritis
Qian WAN ; Chun-Hu WU ; Hua-Dong YIN ; Xiao-Feng ZHU ; Yu LIU ; You-Liang YU
China Journal of Orthopaedics and Traumatology 2024;37(10):985-990
Objective To explore the difference in the effectiveness between proximal femoral nail anti-rotation(PFNA)and proximal femoral locking compression plate(PFLCP)of intertrochanteric fracture in the elderly patients combined with knee osteoarthritis.Methods The clinical data of 65 intertrochanteric femoral fractures combined with knee osteoarthritis be-tween June 2015 and February 2021 were retrospectively analyze.They were divided into two groups according to the different surgical methods.PFNA group was composed of 36 patients,12 males and 24 females,aged from 61to 88 years old with an av-erage of(77.0±6.4)years old.There were 17 cases of left injury and 19 cases of right injury.According to modified Evans clas-sification,there were 3 cases of type Ⅱ,19 cases of type Ⅲ,10 cases of type Ⅳ,and 4 cases of type Ⅴ.PFLCP group was com-posed of 29 patients,11 males and 18 females,aged from 60 to 92 years old with an average of(78.8±6.5)years old.There were 14 cases of left injury and 15 cases of right injury.According to modified Evans classification,there were 2 cases of typeⅡ,18 cases of type Ⅲ,7 cases of type Ⅳ,and 2 cases of type Ⅴ.Comparison of operation time,intraoperation blood loss,postoperative bed time,incidence of postoperative complications,Harris score at 6 months and 1 year postoperation.Results All 65 patients were followed up ranging from 12 to 24 months with an average of(16.9±3.6)months.In the PFNA and PFLCP groups,the operation time was respectively(57.6±6.8)min and(77.4±6.5)min,the intraoperative blood loss was(128.3±50.3)ml and(156.3±23.9)ml,postoperative bed time was(4.0±2.5)days and(8.1±2.0)days,Harris score at 6 months post-operative was(45.3±8.6)points and(36.3±7.0)points.There were significant differences between two groups(P<0.05).Inci-dence of postoperative complications was 19.4%(7/36)and 34.5%(10/29),Harris score at 1 year postoperative was(60.8±6.7)points and(59.0±8.1)points.There was no significant difference between the two groups(P>0.05).Conclusion Compared with PFLCP,PFNA treatment of elderly patients with knee osteoarthritis between the femoral intertrochanteric fractures shorter surgical time,less intraoperative blood loss,bed rest after surgery,short-term hip function recovery better,when the affected knee joint can tolerate traction,can be used as a priority.
7.Expression of severe fever with thrombocytopenia syndrome virus Gn-D Ⅲ-Ⅲ and development of indirect ELISA for antibody detection
Mengyao ZHANG ; Tianlai LIANG ; Feihu YAN ; Tao CHEN ; Cuicui JIAO ; Hongli JIN ; Jiaoyan LUAN ; Xiao WU ; Pei HUANG ; Haili ZHANG ; Qin NING ; Hualei WANG ; Yuanyuan LI
Chinese Journal of Veterinary Science 2024;44(8):1704-1712
The PCR-amplified severe fever with thrombocytopenia syndrome virus(SFTSV)Gn-DⅢ-Ⅲ gene was inserted into the pET-30a(+)prokaryotic expression vector to generate the re-combinant plasmid pET-SFTSV-Gn-D Ⅲ-Ⅲ.The plasmid was transformed into E.coli BL21(DE3)for Gn-DⅢ-m protein expression and the expression conditions were optimized.The Gn-DⅢ-Ⅲ protein purified with Ni-NTA column affinity chromatography was applied as the captured antigen to establish an indirect ELISA method for the detection of SFTSV antibody.The results demonstrated that the recombinant plasmid pET-SFTSV-Gn-D Ⅲ-Ⅲ was successfully constructed as identified by PCR and sequencing.The recombinant protein SFTSV Gn-D m-Ⅲ was soluble ex-pression in E.coli under the optimal induction conditions of 0.4 mmol/L IPTG at 25 ℃ for 4 h,and the protein purity was 91.77%after purification by Ni-NTA column.The optimal reaction con-ditions for the indirect ELISA of SFTSV antibody were as follows:coating antigen concentration(5 μg/mL),primary antibody(incubation at 37 ℃ for 1.5 h),and secondary antibody(diluted 1:10 000 and incubated at 37 ℃ for 1 h).The established method had no cross-reactivity with Rift Valley fever virus(RVFV),Ebola virus(EBOV),and tick-borne encephalitis virus(TBEV)posi-tive sera.The method had a high sensitivity,with P/N>2.1 for SFTSV-positive sera diluted to 81920.Coefficients of variation for intra-and inter-batch reactions were less than 10%.Detection of four SFTSV-infected human clinical serum samples showed the serum samples from patients in re-mission were tested as positive(P/N>2.1),while serum samples from patients with multiple or-gan failure were detected as negative(P/N<2.1).The results indicated that the SFTSV Gn-D Ⅲ-Ⅲ protein was successfully expressed and purified,and it was used as the coating protein to estab-lish an indirect ELISA assay for SFTSV antibody,which possesses good specificity,sensitivity and reproducibility.This method might be applied to detect human SFTSV clinical serum samples.
8.Survival analysis and causes of death among patients with Alzheimer′s disease in memory clinic: a long-term follow-up study
Jie WU ; Zhenxu XIAO ; Xiaoxi MA ; Xiaoniu LIANG ; Li ZHENG ; Ding DING ; Qianhua ZHAO
Chinese Journal of Neurology 2024;57(7):755-762
Objective:To investigate the cause of death, survival time, and risk factors in patients diagnosed with Alzheimer′s disease (AD) at memory clinic.Methods:The patients with AD were enrolled from the memory clinic at Huashan Hospital, Fudan University between August 2002 and December 2006. Baseline data were collected and 7 rounds of telephone follow-up visits were conducted to track clinical outcomes. For death cases, the date and cause of death were recorded. Patients were divided into several subgroups based on gender and baseline cognition [Mini-Mental State Examination (MMSE) score]. Kaplan-Meier analysis and Cox proportional hazards regression models were constructed to analyze the survival time of patients and identify the risk factors.Results:A total of 499 patients were enrolled, including 199 males and 300 females. The follow-up time was 5.5(3.4,7.4) years, with longest follow-up time of 19.3 years. The median survival time after symptom onset was 11.8 years (95% CI 10.2-13.4 years), which was 12.4 years (95% CI 11.2-13.5 years) in females, significantly longer than that in males (10.2 years, 95% CI 9.6-10.8 years, logrank test, P=0.010). The median survival time after diagnosis was 8.3 years (95% CI 7.3-9.4 years), which was 8.8 years (95% CI 6.9-10.6 years) for women, significantly longer than that for men (6.8 years, 95% CI 5.7-7.9 years, logrank test, P=0.001). Patients with baseline MMSE scores≥15 ( n=265) had a median survial of 11.4 years (95% CI 9.5-13.2 years), significantly longer than those with poorer cognitive function (baseline MMSE scores<15; n=234, 7.4 years, 95% CI 6.4-8.4 years, logrank test, P<0.001). Multivariable Cox proportional hazards regression analysis showed that aging ( HR=1.027, 95% CI 1.002-1.052, P=0.034), lower body mass index (BMI; HR=1.081, 95% CI 1.023-1.139, P=0.007), lower baseline MMSE score ( HR=1.056, 95% CI 1.026-1.086, P<0.001), diabetes ( HR=1.716, 95% CI 1.076-2.735, P=0.023), and history of falls ( HR=1.536,95% CI 1.007-2.341, P=0.046) were independent risk factors for death (all P<0.05). During the follow-up, 224 of the participants died. Except for 62 cases of unknown reason, the top 6 causes of death were pneumonia (39 cases, 24.1%), cerebrovascular disease (24 cases, 14.8%), circulatory system disease(21 cases, 13.0%), multi-organ failure (17 cases, 10.5%), tumor (13 cases, 8.0%), eating disorders and malnutrition (13 cases, 8.0%). Conclusions:In the current study, the median survival time after onset for patients with AD was 11.8 years; aging, lower BMI, lower baseline cognition, comorbidities, and history of falls were independent risk factors for death; pneumonia was the most common cause of death.
9.Interaction analysis of mismatch repair protein and adverse clinicopathological features on prognosis of colon cancer
Kexuan LI ; Fuqiang ZHAO ; Qingbin WU ; Junling ZHANG ; Shuangling LUO ; Shidong HU ; Bin WU ; Heli LI ; Guole LIN ; Huizhong QIU ; Junyang LU ; Lai XU ; Zheng WANG ; Xiaohui DU ; Liang KANG ; Xin WANG ; Ziqiang WANG ; Qian LIU ; Yi XIAO
Chinese Journal of Digestive Surgery 2024;23(6):826-835
Objective:To investigate the interactive effect of mismatch repair (MMR) protein status and adverse clinicopathological features on prognosis of stage Ⅰ-Ⅲ colon cancer.Methods:The retrospective cohort study was conducted. The clinicopathological data of 1 650 patients with colon cancer of stage Ⅰ-Ⅲ who were admitted to 7 hospitals in China from January 2016 to December 2017 were collected. There were 963 males and 687 females, aged 62(53,71)years. Patients were classified as 230 cases of MMR deficiency (dMMR) and 1 420 cases of MMR proficiency (pMMR) based on their MMR protein status. Observation indicators: (1) comparison of clinicopathological characteristics between patients of different MMR protein status; (2) analysis of factors affecting the survival outcomes of patients of dMMR; (3) analysis of factors affecting the survival outcomes of patients of pMMR; (4) interaction analysis of MMR and adverse clinicopathological features on survival outcomes. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the independent t test. Measurement data with skewed distribution were represented as M( Q1, Q3), and comparison between groups was conducted using the Mann-Whitney U test. Count data were described as absolute numbers, and comparison between groups was conducted using the chi-square test or Fisher exact probability. Comparison of ordinal data was conducted using the Mann-Whitney U test. The random forest interpolation method was used for missing values in data interpolation. Univariate analysis was conducted using the COX proportional risk regression model, and multivariate analysis was conducted using the COX stepwise regression with forward method. The coefficient of multiplication interaction effect was obtained using the interaction term coefficient of COX proportional risk regression model. Evaluation of additive interaction effects was conducted using the relative excess risk due to interaction ( RERI). Results:(1) Comparison of clinicopathological characteristics between patients of different MMR protein status. There were significant differences in age, T staging, the number of lymph node harvest, the number of lymph node harvest <12, high grade tumor between patients of dMMR and pMMR ( P<0.05). (2) Analysis of factors affecting the survival outcomes of patients of dMMR. Results of multivariate analysis showed that T staging, N staging, the number of lymph node harvest <12 were independent factors affecting the disease-free survival (DFS) of colon cancer patients of dMMR ( hazard ratio=3.548, 2.589, 6.702, 95% confidence interval as 1.460-8.620, 1.064-6.301, 1.886-23.813, P<0.05). Age and N staging were independent factors affecting the overall survival (OS) of colon cancer patients of dMMR ( hazard ratio=1.073, 10.684, 95% confidence interval as 1.021-1.126, 2.311-49.404, P<0.05). (3) Analysis of factors affecting the survival outcomes of patients of pMMR. Results of multivariate analysis showed that age, T staging, N staging, vascular tumor thrombus were independent factors affecting the DFS of colon cancer patients of pMMR ( hazard ratio=1.018, 2.214, 2.598, 1.549, 95% confidence interval as 1.006-1.030, 1.618-3.030, 1.921-3.513, 1.118-2.147, P<0.05). Age, T staging, N staging, high grade tumor were independent factors affecting the OS of colon cancer patients of pMMR ( hazard ratio=1.036, 2.080, 2.591, 1.615, 95% confidence interval as 1.020-1.052, 1.407-3.075, 1.791-3.748, 1.114-2.341, P<0.05). (4) Interaction analysis of MMR and adverse clinicopathological features on survival outcomes. Results of interaction analysis showed that the multiplication interaction effect between the number of lymph node harvest <12 and MMR protein status was significant on DFS of colon cancer patients ( hazard ratio=3.923, 95% confidence interval as 1.057-14.555, P<0.05). The additive interaction effects between age and MMR protein status, between high grade tumor and MMR protein status were significant on OS of colon cancer patients ( RERI=-0.033, -1.304, 95% confidence interval as -0.049 to -0.018, -2.462 to -0.146). Conclusions:There is an interaction between the MMR protein status and the adverse clinicopathological features (the number of lymph node harvest <12, high grade tumor) on prognosis of colon cancer patients of stage Ⅰ-Ⅲ. In patients of dMMR, the number of lymph node harvest <12 has a stronger predictive effect on poor prognosis. In patients of pMMR, the high grade tumor has a stronger predictive effect on poor prognosis.
10.Establishment and performance evaluation of an AI-Doctor collaborative intelligent precision segmentation model for non-perfusion area of retinal vessels
Suyan LI ; Mengchu WU ; Liang WU ; Chang XIAO ; Xu YANG ; Xiao XU
Chinese Journal of Experimental Ophthalmology 2024;42(12):1100-1110
Objective:To develop an " AI-Doctor" collaborative intelligent model for precise segmentation of retinal non-perfusion areas and evaluate its effectiveness.Methods:Seventy-three retinal non-perfusion images were collected from diabetic retinopathy patients who visited Xuzhou Medical University Affiliated Xuzhou Municipal Hospital and underwent the ultra-widefield fluorescein angiography (UWFA) from December 2022 to January 2024.These images were divided into a training set of 38 images, a validation set of 10 images, and a test set of 25 images.A VGG-UNet model was created, which is an optimization of the combination of VGG-16 and U-Net.Large-scale and small-scale training datasets were created from the UWFA images, and the VGG-UNet was trained on each to obtain corresponding large-scale and small-scale networks.Initial segmentation of non-perfusion areas in UWFA images was conducted using the large-scale network.A physician interaction module was introduced to enhance local segmentation accuracy via the small-scale network, allowing for precise segmentation of non-perfusion areas in UWFA images.The efficacy of the " AI-Doctor" collaborative model was then compared with that of traditional physician annotation methods.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Xuzhou Medical University Affiliated Xuzhou Municipal Hospital (No.xyy11[2023]069).Written informed consent was obtained from each subject.Results:The VGG-UNet model was generally able to accurately segment retinal non-perfusion areas.However, problems such as missegmentation, omission, and imprecision were observed at the edge of the eyeball.After the introduction of the physician interaction module, the average segmentation accuracy was improved to 90.36%, showing a significant improvement over conventional methods.Based on the VGG-UNet, a collaborative intelligent segmentation model of " AI-Doctor" was constructed, which can accurately segment images of the non-perfusion area of retinal blood vessels.The validation results showed that the average time of " AI-Doctor" collaborative annotation was about 3.0 minutes, which was significantly shorter than the 29.6 minutes of the traditional annotation method, and the efficiency was improved by about 10 times, and the segmentation accuracy reached 90.36%.Conclusions:An intelligent segmentation model with " AI-Doctor" collaboration is successfully established to achieve efficient and accurate segmentation of the non-perfused area of retinal blood vessels.


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