1.Diagnostic performance evaluation of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination
Zichen YE ; Yihui YANG ; Lian XU ; Ronggan WEI ; Xiling RUAN ; Peng XUE ; Yu JIANG ; Youlin QIAO
Chinese Journal of Epidemiology 2025;46(3):499-505
Objective:To evaluate the diagnostic performance of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination.Methods:Cervical cytology slide data were retrospectively collected from four hospitals for the external validation of the developed artificial intelligence-assisted diagnostic system. Subsequently, prospective data collection was conducted for human-machine assisted studies.Results:In the retrospective study, a total of 3 162 valid samples were collected as external validation data. The system showed an area under the curve (AUC) of 0.890 (95% CI: 0.878-0.902), accuracy of 0.885 (95% CI: 0.873-0.896), sensitivity of 0.928 (95% CI: 0.914-0.941), and specificity of 0.852 (95% CI: 0.834-0.867). In the prospective study, 212 valid samples were collected, and five junior cytologists participated in the human-machine assisted study. Without artificial intelligence assistance, the average AUC for the five cytologists was 0.686 (95% CI: 0.650-0.722), the accuracy was 0.699 (95% CI: 0.671-0.727), the sensitivity was 0.653 (95% CI: 0.599-0.703), the specificity was 0.719 (95% CI: 0.685-0.750), the Fleiss κ value was 0.510, and the reading time was 223 seconds. With artificial intelligence assistance, the AUC, accuracy, sensitivity, and specificity increased by 0.166, 0.143, 0.225, and 0.107, respectively. Additionally, Fleiss κ was 0.730 and the reading time decreased by 188 seconds. All differences were statistically significant (all P<0.001). Conclusions:Artificial intelligence-assisted diagnosis system shows excellent performance and good generalizability, significantly improving the diagnostic accuracy, consistency, and efficiency of junior cytologists. It can be an effective auxiliary tool for junior cytologists in clinical practice.
2.Hepatitis E virus infection among blood donors in Zhengzhou
Hongna ZHAO ; Yueguang WEI ; Lumin YAN ; Tiantian TU ; Shumin WANG ; Yihui WEI ; Yifang WANG ; Lei ZHAO ; Mingjun CHEN
Chinese Journal of Blood Transfusion 2025;38(1):13-18
[Objective] To analyze the infection status of hepatitis E virus (HEV) among blood donors in Zhengzhou, so as to provide data support for formulating local blood screening strategies. [Methods] Random samples from blood donors from January to December 2022 were tested for HEV RNA using PCR technology. Reactive samples were sequenced for gene analysis, and the donors were followed up. [Results] Among 21 311 samples, 3(0.14‰) were reactive for HEV RNA, all of whom were male. Genetic sequencing results revealed that one strong positive sample was genotype 4, while sequencing failed for the other two due to low viral load. A follow-up of 25 strong positive donors showed that ALT significantly increased on day 7 after donation, anti-HEV IgM and anti-HEV IgG turned positive. On day 21, ALT returned to normal, and on day 35, HEV RNA turned negative. Notably, anti-HEV IgM and anti-HEV IgG persisted until day 482. [Conclusion] There is HEV infection among blood donors in Zhengzhou, and it is necessary to expand the screening scope to comprehensively explore the prevalence and genotype distribution of HEV among blood donors.
3.Comparison of clinicopathological and MRI imaging features between ductal carcinoma in situ with microinfiltration and ductal carcinoma in situ of the breast
Hong'en LI ; Li ZHANG ; Xia WANG ; Xing LIN ; Wei WANG ; Yihui ZENG
Chinese Journal of Oncology 2025;47(8):726-733
Objective:To investigate the differences in the clinicopathological and magnetic resonance imaging (MRI) imaging features between ductal carcinoma in situ (DCIS) and ductal carcinoma in situ with microinfiltration (DCIS-MI) of the breast, and to clarify the risk factors for the development of DCIS-MI.Methods:Forty-four patients diagnosed with DCIS and 21 patients diagnosed with DCIS-MI by postoperative pathology at Guangdong Maternal and Child Health Hospital from November 2017 to November 2022 were included, and the clinicopathological and preoperative breast MRI data of these patients were retrospectively collected. The patients' MRI images were categorized and diagnosed with reference to the Breast Imaging Reporting and Data System (BI-RADS) criteria. The χ2 test or Fisher exact probability method was used to compare the differences in the clinicopathological and MRI imaging characteristics between the two groups of patients, and generalized linear model analysis was used to clarify the influencing factors of DCIS-MI.Results:The differences in the histologic grading, estrogen receptor (ER) expression, progesterone receptor (PR) expression, human epidermal growth factor receptor 2 (HER-2) expression, Ki-67, and molecular typing between patients in the DCIS and DCIS-MI groups were statistically significant (all P<0.05). The results of generalized linear model analysis showed that Ki-67 expression and specific molecular typing (Luminal B and triple-negative types) were significantly associated with the risk of developing DCIS-MI ( P<0.05). Breast fibroglandular tissue density, lesion type, background parenchymal enhancement, type of time-intensity curves (TICs), distribution of non-mass enhancement, non-mass enhancement internal enhancement characteristics, mass morphology, mass boundary, mass enhancement mode, and other MRI imaging features were not statistically significant (all P>0.05).The MRI diagnostic accuracy of the DCIS group and the DCIS-MI group was 77.3% (34/44) and 95.2% (20/21), respectively, and the difference in the MRI BI-RADS classification of the patients in the two groups was not statistically significant ( P=0.227). Conclusions:There was no significant difference in the breast MRI imaging characteristics between patients in the DCIS and DCIS-MI groups. Patients in the DCIS-MI group were more likely to present with high histologic grades, negative ER, negative PR, positive HER-2, high Ki-67 expression, HER-2 overexpression, and triple-negative phenotypes. The association between Ki-67 expression and specific molecular typing (Luminal B and triple-negative phenotypes) and the risk of developing DCIS-MI risk were correlated.
4.Diagnostic performance evaluation of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination
Zichen YE ; Yihui YANG ; Lian XU ; Ronggan WEI ; Xiling RUAN ; Peng XUE ; Yu JIANG ; Youlin QIAO
Chinese Journal of Epidemiology 2025;46(3):499-505
Objective:To evaluate the diagnostic performance of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination.Methods:Cervical cytology slide data were retrospectively collected from four hospitals for the external validation of the developed artificial intelligence-assisted diagnostic system. Subsequently, prospective data collection was conducted for human-machine assisted studies.Results:In the retrospective study, a total of 3 162 valid samples were collected as external validation data. The system showed an area under the curve (AUC) of 0.890 (95% CI: 0.878-0.902), accuracy of 0.885 (95% CI: 0.873-0.896), sensitivity of 0.928 (95% CI: 0.914-0.941), and specificity of 0.852 (95% CI: 0.834-0.867). In the prospective study, 212 valid samples were collected, and five junior cytologists participated in the human-machine assisted study. Without artificial intelligence assistance, the average AUC for the five cytologists was 0.686 (95% CI: 0.650-0.722), the accuracy was 0.699 (95% CI: 0.671-0.727), the sensitivity was 0.653 (95% CI: 0.599-0.703), the specificity was 0.719 (95% CI: 0.685-0.750), the Fleiss κ value was 0.510, and the reading time was 223 seconds. With artificial intelligence assistance, the AUC, accuracy, sensitivity, and specificity increased by 0.166, 0.143, 0.225, and 0.107, respectively. Additionally, Fleiss κ was 0.730 and the reading time decreased by 188 seconds. All differences were statistically significant (all P<0.001). Conclusions:Artificial intelligence-assisted diagnosis system shows excellent performance and good generalizability, significantly improving the diagnostic accuracy, consistency, and efficiency of junior cytologists. It can be an effective auxiliary tool for junior cytologists in clinical practice.
5.Comparison of clinicopathological and MRI imaging features between ductal carcinoma in situ with microinfiltration and ductal carcinoma in situ of the breast
Hong'en LI ; Li ZHANG ; Xia WANG ; Xing LIN ; Wei WANG ; Yihui ZENG
Chinese Journal of Oncology 2025;47(8):726-733
Objective:To investigate the differences in the clinicopathological and magnetic resonance imaging (MRI) imaging features between ductal carcinoma in situ (DCIS) and ductal carcinoma in situ with microinfiltration (DCIS-MI) of the breast, and to clarify the risk factors for the development of DCIS-MI.Methods:Forty-four patients diagnosed with DCIS and 21 patients diagnosed with DCIS-MI by postoperative pathology at Guangdong Maternal and Child Health Hospital from November 2017 to November 2022 were included, and the clinicopathological and preoperative breast MRI data of these patients were retrospectively collected. The patients' MRI images were categorized and diagnosed with reference to the Breast Imaging Reporting and Data System (BI-RADS) criteria. The χ2 test or Fisher exact probability method was used to compare the differences in the clinicopathological and MRI imaging characteristics between the two groups of patients, and generalized linear model analysis was used to clarify the influencing factors of DCIS-MI.Results:The differences in the histologic grading, estrogen receptor (ER) expression, progesterone receptor (PR) expression, human epidermal growth factor receptor 2 (HER-2) expression, Ki-67, and molecular typing between patients in the DCIS and DCIS-MI groups were statistically significant (all P<0.05). The results of generalized linear model analysis showed that Ki-67 expression and specific molecular typing (Luminal B and triple-negative types) were significantly associated with the risk of developing DCIS-MI ( P<0.05). Breast fibroglandular tissue density, lesion type, background parenchymal enhancement, type of time-intensity curves (TICs), distribution of non-mass enhancement, non-mass enhancement internal enhancement characteristics, mass morphology, mass boundary, mass enhancement mode, and other MRI imaging features were not statistically significant (all P>0.05).The MRI diagnostic accuracy of the DCIS group and the DCIS-MI group was 77.3% (34/44) and 95.2% (20/21), respectively, and the difference in the MRI BI-RADS classification of the patients in the two groups was not statistically significant ( P=0.227). Conclusions:There was no significant difference in the breast MRI imaging characteristics between patients in the DCIS and DCIS-MI groups. Patients in the DCIS-MI group were more likely to present with high histologic grades, negative ER, negative PR, positive HER-2, high Ki-67 expression, HER-2 overexpression, and triple-negative phenotypes. The association between Ki-67 expression and specific molecular typing (Luminal B and triple-negative phenotypes) and the risk of developing DCIS-MI risk were correlated.
6.Effect and mechanism of IL-17 on heart failure in hypertensive rats
Yonggang DING ; Hongwu MA ; Jiaqi WEI ; Tiannan JIN ; Yihui LI ; Yingzi WANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(11):1343-1348
Objective To investigate the effect and mechanism of IL-17 on heart failure(HF)in hy-pertensive rats based on NF-κB/sarco-endoplasmic reticulum calcium ATPase 2(SERCA2)signa-ling pathway.Methods Thirty SPF male spontaneously hypertensive rats(SHR)aged 6-8 weeks were divided into control group,model group,phosphate buffer salt(PBS)solution injec-tion group(PBS group),IL-17 protein injection group(IL-17 group)and IL-17 and antibody injec-tion group(IL-17+IgG group),with 6 animals in each group.Hypertensive HF model was estab-lished,and corresponding agents were applied to the PBS group,IL-17 group and IL-17+IgG group intraperitoneally,respectively.The role of IL-17,NF-κB and SERCA2 in hypertensive HF was studied with HE staining,immunohistochemical assay,Western blotting,RT-qPCR and ELISA.Results Significantly higher serum levels of NT-proBNP and IL-17,enhanced myocardial expression of IL-17 mRNA and NF-κB protein,lower serum VEGF level,and down-regulated pro-tein level of SERCA2 in heart tissue were observed in the model group and the PBS group when compared with the control group(P<0.01).The IL-17 group had obviously higher serum NT-proBNP and IL-17 levels and myocardial expression of IL-17 mRNA and NF-κB protein,and reduced serum VEGF level and SERCA2 protein level in heart tissue than the model group(P<0.01).IL-17+IgG treatment resulted in notably lower serum IL-17 level and myocardial NF-κB protein level when compared with those of model group(8.98±1.20 vs 11.19±1.22,0.88±0.03 vs 0.93±0.03,P<0.01),and also resulted in remarkably reduced serum levels of NT-proBNP and IL-17 and myocardial expression of IL-17 mRNA and NF-κB protein but increased serum VEGF level and SERCA2 protein level in heart tissue when compared with the IL-17 group(P<0.01).The heart rate,SBP,IVSd,LVPWd,LVEDD and LVESD were significantly lower,while LVFS was notably higher in the IL-17+IgG group than the model group and IL-17 group(P<0.01).The IL-17+IgG group had obviously higher LVEF than the IL-17 group[(70.81±6.50)%vs(62.77±5.43)%,P<0.01].Conclusion IL-17/NF-κB/SERCA2 signaling pathway is involved in the regulation of inflammatory response after hypertensive HF,and inhibiting IL-17 can effective-ly improve the cardiac dysfunction caused by hypertensive HF.
7.Retrospective study of 121 patients with plexiform neurofibroma in head and neck
Wei WANG ; Yihui GU ; Beiyao ZHU ; Hao TAN ; Zicheng ZHU ; Bin GU ; Xiaojie HU ; Jun YANG ; Zhichao WANG ; Qingfeng LI
Chinese Journal of Plastic Surgery 2024;40(2):169-178
Objective:The treatment of head and neck in plexiform neurofibroma (PNF) is a major clinical problem, lacking consensus on surgical treatment, classification, operation timing, and treatment method. The purpose of this study was to provide a basis for further consensus formation by analyzing the clinical manifestations, surgical conditions, tumor recurrence, post-operation satisfaction, and changes in quality of life of patients undergoing PNF surgery in head and neck.Methods:Through medical record review and telephone follow-up, a retrospective analysis was conducted on neurofibromatosis type 1 (NF1) patients admitted for surgical treatment for PNF patient in head and neck from May 2012 to July 2022 in Department of Plastic and Reconstructive Surgery, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine. Complete collection and statistical analysis of patients’clinical data, using telephone follow-up to investigate the immediate postoperative satisfaction and long-term surgical satisfaction of patients and/or their families, as well as standardized quality of life questionnaires HRQol(health related quality of life) and PlexiQol(plexiform neurofibroma quality of life). Based on the data about changes in quality of life before and after surgery and long-term surgical satisfaction, patients were divided into surgical benefit and non-benefit groups. Binary and multivariate logistic regression analysis were used to analyze the clinical characteristics of patients with long-term surgical benefit.Results:Totally 512 patients with head and neck NF1 were admitted for surgery with complete medical records. 121 patients were identified as NF1 related PNF diagnosed by medical history and radiological examination, and effective follow-up was obtained. There were 70 males and 51 females, aged (25.60±12.85) years old, ranging from 7 to 63 years old, with 41 patients who were ≤ 18 years old and 80 patients over 18 years old. 62.81%(76/121) of patients exhibiting clinical dysfunctions, and the tumor mass were mainly characterized by invasive growth. 41.32%(50/121) of patients underwent multiple surgical treatments, with a total of 215 surgeries performed on 121 patients. The surgical objective included appearance improvement and functional repair. The incidence of postoperative complications was 6.05%(13/215). The follow-up period after last operation was (51.41±27.66) months, and 42.15%(51/121) of patients reported postoperative tumor recurrence. 76.03%(92/121) of patients were satisfied with immediate postoperative result, while the rate decreased to 46.28%(56/121) during long-term follow-up. Family members of patients who were ≤ 18 years old had a higher proportion of dissatisfaction with the scars caused by surgery and a stronger willingness to undergo another surgery. The tumor recurrence was closely related to surgical benefits ( OR=2.32, P<0.05). Further analysis found that the gender and age of patients were the main risk factors for the recurrence. The recurrence risk in patients ≤ 18 years old was significantly higher than in that over 18 years old( OR=3.49, P=0.004), and the highest in the 7-12 year-old group, reaching 68.42%(13/19). The recurrence risk in male patients was significantly lower than that in females ( OR=0.40, P=0.026). Conclusion:The clinical manifestations of PNF patients in head and neck region are complex. Clinical diagnosis and treatment in PNF should focus on the applications in comprehensive method such as full preoperative evaluation, active multi-disciplinary treatment cooperation and combined therapies in order to improve the safety and effectiveness of treatment and reduce tumor recurrence.
8.The protective effect and mechanism of cornuside on diabetic nephropathy model mice
Wei WANG ; Xiaoyang GAN ; Huiqin XU ; Yihui ZHU ; Anmei SHU ; Yingxue FU ; Bin YU ; Gaohong LYU
China Pharmacy 2024;35(4):395-400
OBJECTIVE To investigate the protective effect and potential mechanism of cornuside on diabetic nephropathy (DN) model mice. METHODS Male KK-Ay mice were fed with high-fat and high-sugar diet for two weeks to reproduce the DN model. The successfully modeled mice were randomly grouped into model group, aminoguanidine group (positive control,100 mg/kg) and cornuside group (100 mg/kg), and male C57BL/6J mice were included as normal group, with 6 mice in each group. Administration groups were given relevant medicine intragastrically, and normal group and model group were given a constant volume of normal saline intragastrically, once a day, for 8 consecutive weeks. The levels of fasting blood glucose (FBG), 24 h urinary protein, serum interleukin-12 (IL-12), IL-10, blood urea nitrogen (BUN) and serum creatinine (Scr) were detected; the pathological injury, fibrotic change and glomerular microstructure of renal tissue were observed; the expressions of the receptor of advanced glycation end products (RAGE), collagen type Ⅳ (COL-Ⅳ) and inducible nitric oxide synthase (iNOS) in renal cortex were detected in each group. RESULTS Compared with normal group, the renal cortex of mice in model group showed obvious inflammatory cell infiltration and fibrotic changes; the mesangial hyperplasia of glomerulus was serious and the basement membrane had a large number of irregular dark dense deposits; the levels of FBG and 24 h urinary protein, the serum levels of IL- 12, BUN and Scr, and the expression levels of RAGE, COL-Ⅳ and iNOS in the renal cortex were significantly increased, while the serum level of IL-10 was significantly decreased (P<0.01). Compared with the model group, the renal pathological injuries, fibrotic changes and glomerular microstructure of mice in administration groups were improved significantly, and the above quantitative indexes were generally improved (P<0.05 or P<0.01). CONCLUSIONS Cornuside has a certain protective effect on DN model mice. It can inhibit the inflammatory response, reduce urinary protein excretion, and alleviate renal fibrosis, which may be related to the inhibition of the advanced glycation end products/RAGE signaling pathway.
9.Progress in research on health literate schools
Chinese Journal of School Health 2024;45(3):448-451
Abstract
Health literate schools (HeLit-Schools) play a significant role in fostering students health literacy. The paper elucidates the background and conceptual connotations of HeLit-Schools, and analyzes how HeLit-Schools effectively integrate and enhance the health literacy of schools in three aspects: philosophy and core drivers, strategy and method implementation, as well as evaluation mechanisms and standard setting. Furthermore, the paper explores the implications of foreign HeLit-Schools research and practice for China under the context of "Healthy China" construction, as well as the key strategies for Chinese schools in the implementation of HeLit-Schools, aiming to provide a new perspective and theoretical support for Chinese schools to practice the "Healthy China initiative" and strengthen school construction from the perspective of health literacy.
10.Development of a prognostic risk marker of colon adenocarcinoma based on a weighted gene co-expression network and its clinical significance
Yihui LI ; Hao PENG ; Yuchun XU ; Rong GUO ; Wei GONG
Chinese Journal of Comparative Medicine 2024;34(1):69-79
Objective Because of the poor prognosis of colon adenocarcinoma(COAD),it is necessary to screen prognosis-related genes in COAD patients and establish a new prognostic risk assessment model.Methods COAD-related data from the cancer genome atlas(TCGA)and gene expression omnibus(GEO)were used as training and validation sets,respectively.Weighted gene co-expression network analysis(WGCNA),a Cox regression model and least absolute selection and shrinkage operator(LASSO)regression analysis were used to screen prognosis-related genes of COAD and establish a prognostic model.A receiver operating characteristic(ROC)curve was combined with a survival curve to verify the model accuracy,and a nomogram was constructed.Patients were divided into two groups by the median risk score.The immune cell proportion score(IPS)was used to evaluate the immunotherapy response of the two groups.Results A total of 15 feature genes were screened.The area under the ROC curve in the predictive model of COAD patients was>0.6,and the survival rate of the high-risk group was significantly lower than that of the low-risk group(P<0.05),suggesting a good distinguishing ability for high-and low-risk COAD patients.Patients in the low-risk group had a higher IPS(P=0.026),indicating a better response to immunotherapy.Conclusions The model developed for COAD in this study has a good ability to predict the survival of patients at high and low risk of COAD.


Result Analysis
Print
Save
E-mail