1.Prognostic Significance of KMT2D Gene Mutation and Its Co-mutated Genes in Patients with Diffuse Large B-Cell Lymphoma
Mutibaier·MIJITI ; Xiaolong QI ; Renaguli·ABULAITI ; Wenxin TIAN ; Sha LIU ; Weiyuan MA ; Zengsheng WANG ; Li AN ; Min MAO ; Muhebaier·ABUDUER ; Yan LI
Cancer Research on Prevention and Treatment 2025;52(2):127-132
Objective To explore the clinical characteristics of patients with diffuse large B-cell lymphoma (DLBCL) accompanied with KMT2D gene mutation and the impact of its co-mutated genes on prognosis. Methods Clinical data of 155 newly diagnosed DLBCL patients were obtained. The second-generation sequencing method was used to detect 475 hotspot genes, including KMT2D mutation. Patients were divided into the KMT2D mutation group and KMT2D wild-type group based on the presence or absence of KMT2D gene mutation. Clinical characteristics, differences in co-mutated genes, and survival differences between the two groups were compared. Results The frequency of KMT2D mutation was 31%, which is predominantly observed in elderly patients (P=0.07) and less in the double-expressor phenotype (P=0.07). Compared with the KMT2D wild-type group, KMT2D gene mutation was associated with higher co-mutation rates of CDKN2A (OR=2.82, P=0.01) and BCL2 (OR=3.84, P=0.016), while being mutually exclusive with MYC gene mutation (OR=0.11, P=0.013). In univariate survival analysis, no statistically significant difference in overall survival (OS) was found between the KMT2D mutation group and the wild-type group (P=0.54). Further analysis of the prognostic significance of KMT2D with other gene mutations indicated that patients with KMT2DmutBTG2mut had poorer OS than those with KMT2Dwt BTG2mut (P=0.07) and KMT2Dwt BTG2wt (P=0.05). On the contrary, patients with KMT2Dmut CD79Bmut had better OS than those with KMT2Dmut CD79Bwt (P=0.09), with no prognostic impact observed for other co-mutated genes. Multivariate Cox regression analysis revealed that Ann Arbor stages Ⅲ and Ⅳ (HR=2.751, 95%CI: 1.169-6.472, P=0.02), elevated LDH levels (HR=2.461, 95%CI: 1.396-4.337, P=0.002), Ki-67 index>80% (HR=1.875, 95%CI: 1.066-3.299, P=0.029), and KMT2DmutBTG2mut(HR=4.566, 95%CI: 1.348-15.471, P=0.015) were independent risk factors for OS in patients with DLBCL (P<0.05). Conclusion DLBCL patients with KMT2D mutation often have multiple gene mutations, among which patients with a co-mutated BTG2 gene have poor prognosis.
2.Mechanism of Ruyan Neixiao Cream in Promoting Ferroptosis in Breast Precancerous Lesion Cells by Regulating Nrf2/SLC7A11/GPX4 Signaling Pathway
Haotian ZHANG ; Yebei QIU ; Ran SU ; Xianxin YAN ; Min MA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):98-107
ObjectiveTo explore the mechanism by which Ruyan Neixiao cream (RUC) induces ferroptosis in breast precancerous lesion (BPL) cells, and to enrich the theoretical foundation for its use in the treatment of BPL. MethodsThe inhibition of cell proliferation by 1%, 2%, and 4% concentrations of Ruyanneixiao Cream transdermal solution (RUT) was assessed using cell counting kit-8 (CCK-8) and a colony formation assay. Reactive oxygen species (ROS) were measured using the DCFH-DA probe, and the levels of ferrous ions (Fe2+), glutathione (GSH), and malondialdehyde (MDA) were determined using appropriate kits. Lipid peroxidation was detected with the C11-BODIPY581/591 fluorescent probe. The expression of nuclear factor E2-related factor 2 (Nrf2), solute carrier family 7 member 11 (SLC7A11), and glutathione peroxidase 4 (GPX4) proteins was analyzed by Western blot. The BPL rat model was constructed using 2,2′-bis(hydroxymethyl)butyric acid (DMBA) combined with estrogen and progesterone, and the rats were treated with RUC for external application. After the 12th cycle, the rats were euthanized, and histopathological changes in breast tissue were observed by hematoxylin-eosin (HE) staining. Fe2+ and MDA levels in breast tissue were measured using corresponding kits. The expression of Nrf2, SLC7A11, and GPX4 proteins in BPL rat breast tissue was detected by immunohistochemistry (IHC) and Western blot. ResultsCompared with the matrix group, the cell viability of MCF-10AT cells in the 1%, 2%, and 4% RUT groups was significantly reduced (P<0.05) in a concentration-dependent manner, with the 24-hour half inhibitory concentration (IC50) being 2.23%. Compared with the 4% RUT group, cell viability in the RUT + Fer-1 group was significantly increased (P<0.05). Compared with the matrix group, the colony formation rates of MCF-10AT cells in the 1%, 2%, and 4% RUT groups were significantly decreased (P<0.05). Compared with the 4% RUT group, the cell colony formation rate of the RUT + Fer-1 group was significantly increased (P<0.05). Compared with the matrix group, the levels of ROS and Fe2+ in the 1%, 2%, and 4% RUT groups were significantly increased (P<0.05), while GSH levels were significantly decreased (P<0.05), and MDA and lipid peroxidation levels were significantly increased (P<0.05). Compared with the 4% RUT group, ROS and Fe2+ levels in the RUT + Fer-1 group were significantly reduced (P<0.05), while GSH levels were significantly increased (P<0.05), and MDA and lipid peroxidation levels were significantly reduced (P<0.05). Compared with the matrix group, the protein expression levels of Nrf2, SLC7A11, and GPX4 in the 1%, 2%, and 4% RUT groups were significantly decreased (P<0.05). Compared with the 4% RUT group, the protein expression levels of Nrf2, SLC7A11, and GPX4 in the RUT + Fer-1 group were significantly increased (P<0.05). In the in vivo experiment, compared with the matrix group, the breast tissue histopathological status of the BPL rats in the RUC group was effectively improved, with less dilatation of the mammary ducts and more orderly duct arrangement. No pathological morphology indicative of invasive cancer was observed. Compared with the matrix group, Fe2+ and MDA levels in the mammary tissue of the RUC group were significantly increased (P<0.05). Compared with the matrix group, the protein expression levels of Nrf2, SLC7A11, and GPX4 in the mammary tissue of the RUC group were significantly reduced (P<0.05). ConclusionRUC may induce ferroptosis in BPL cells by inhibiting the Nrf2/SLC7A11/GPX4 signaling pathway, increasing Fe2+ accumulation, and promoting lipid peroxidation.
3.Mechanism of Ruyan Neixiao Cream in Promoting Ferroptosis in Breast Precancerous Lesion Cells by Regulating Nrf2/SLC7A11/GPX4 Signaling Pathway
Haotian ZHANG ; Yebei QIU ; Ran SU ; Xianxin YAN ; Min MA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):98-107
ObjectiveTo explore the mechanism by which Ruyan Neixiao cream (RUC) induces ferroptosis in breast precancerous lesion (BPL) cells, and to enrich the theoretical foundation for its use in the treatment of BPL. MethodsThe inhibition of cell proliferation by 1%, 2%, and 4% concentrations of Ruyanneixiao Cream transdermal solution (RUT) was assessed using cell counting kit-8 (CCK-8) and a colony formation assay. Reactive oxygen species (ROS) were measured using the DCFH-DA probe, and the levels of ferrous ions (Fe2+), glutathione (GSH), and malondialdehyde (MDA) were determined using appropriate kits. Lipid peroxidation was detected with the C11-BODIPY581/591 fluorescent probe. The expression of nuclear factor E2-related factor 2 (Nrf2), solute carrier family 7 member 11 (SLC7A11), and glutathione peroxidase 4 (GPX4) proteins was analyzed by Western blot. The BPL rat model was constructed using 2,2′-bis(hydroxymethyl)butyric acid (DMBA) combined with estrogen and progesterone, and the rats were treated with RUC for external application. After the 12th cycle, the rats were euthanized, and histopathological changes in breast tissue were observed by hematoxylin-eosin (HE) staining. Fe2+ and MDA levels in breast tissue were measured using corresponding kits. The expression of Nrf2, SLC7A11, and GPX4 proteins in BPL rat breast tissue was detected by immunohistochemistry (IHC) and Western blot. ResultsCompared with the matrix group, the cell viability of MCF-10AT cells in the 1%, 2%, and 4% RUT groups was significantly reduced (P<0.05) in a concentration-dependent manner, with the 24-hour half inhibitory concentration (IC50) being 2.23%. Compared with the 4% RUT group, cell viability in the RUT + Fer-1 group was significantly increased (P<0.05). Compared with the matrix group, the colony formation rates of MCF-10AT cells in the 1%, 2%, and 4% RUT groups were significantly decreased (P<0.05). Compared with the 4% RUT group, the cell colony formation rate of the RUT + Fer-1 group was significantly increased (P<0.05). Compared with the matrix group, the levels of ROS and Fe2+ in the 1%, 2%, and 4% RUT groups were significantly increased (P<0.05), while GSH levels were significantly decreased (P<0.05), and MDA and lipid peroxidation levels were significantly increased (P<0.05). Compared with the 4% RUT group, ROS and Fe2+ levels in the RUT + Fer-1 group were significantly reduced (P<0.05), while GSH levels were significantly increased (P<0.05), and MDA and lipid peroxidation levels were significantly reduced (P<0.05). Compared with the matrix group, the protein expression levels of Nrf2, SLC7A11, and GPX4 in the 1%, 2%, and 4% RUT groups were significantly decreased (P<0.05). Compared with the 4% RUT group, the protein expression levels of Nrf2, SLC7A11, and GPX4 in the RUT + Fer-1 group were significantly increased (P<0.05). In the in vivo experiment, compared with the matrix group, the breast tissue histopathological status of the BPL rats in the RUC group was effectively improved, with less dilatation of the mammary ducts and more orderly duct arrangement. No pathological morphology indicative of invasive cancer was observed. Compared with the matrix group, Fe2+ and MDA levels in the mammary tissue of the RUC group were significantly increased (P<0.05). Compared with the matrix group, the protein expression levels of Nrf2, SLC7A11, and GPX4 in the mammary tissue of the RUC group were significantly reduced (P<0.05). ConclusionRUC may induce ferroptosis in BPL cells by inhibiting the Nrf2/SLC7A11/GPX4 signaling pathway, increasing Fe2+ accumulation, and promoting lipid peroxidation.
4.Correlation of emotional abnormalities with the effectiveness of bariatric surgery in obese patients
Yan XU ; Yikai DOU ; Min WANG ; Xiao YANG ; Zhong CHENG ; Yi CHEN ; Xiaohong MA
Sichuan Mental Health 2024;37(1):46-51
BackgroundBariatric surgery has emerged as an important tool in the management of obesity. Some patients undergoing bariatric surgery are prone to develop emotional abnormalities and have abnormally elevated concentrations of inflammatory factors level in peripheral blood, whereas current domestic research focusing on the impact of preoperative emotional states and peripheral blood inflammatory factors level on weight loss effect remains limited. ObjectiveTo explore the correlation of preoperative emotional abnormalities with the effectiveness of bariatric surgery in obese patients, and to provide theoretical basis for improving the clinical efficacy of bariatric surgery. MethodsEighty-one obese patients scheduled for bariatric surgery at gastrointestinal surgery Department of West China Hospital, Sichuan University from December 30, 2022 to June 30, 2023 were enrolled and assessed using Hamilton Depression Scale-17 item (HAMD-17) and Hamilton Anxiety Scale (HAMA). Patients who scored 7 or above on HAMD-17 or HAMA or had a history of previous depression or anxiety diagnoses were classified into emotional abnormality group (n=34), and samples who scored less than 7 on HAMD-17 and HAMA and were free of history of previous depression and anxiety diagnoses were set as non-emotional abnormality group (n=47). The data were collected by the self made questionnaire. Patients were subjected to complete the assessment of Beck Scale for Suicide Ideation-Chinese Version (BSI-CV), Eating Disorder Inventory (EDI) and Pittsburgh Sleep Quality Index (PSQI). Laboratory tests including peripheral blood C-reactive protein (CRP) and interleukin-6 (IL-6). Body weight and height assessed in the early morning after an overnight fasting period were recorded in all participants at 1- and 6-month after surgery through outpatient clinic visits or telephone follow-up. Pearson correlation coefficient was used to examine relationship among body mass index (BMI), preoperative emotional states and peripheral blood inflammation mediators. ResultsAmong 81 obese patients, 62 completed the study, including 27 cases in emotional abnormality group and 35 cases in non-emotional abnormality group
5.Animal Models of Ovarian Cancer Based on Characteristics of Clinical Symptoms of Traditional Chinese and Western Medicine
Chu YI ; Xinyi MA ; Yangjie WU ; Junyi BU ; Min MA ; Xianxin YAN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(8):206-214
ObjectiveOvarian cancer is the third most common gynecologic cancer worldwide, with the second highest mortality rate among gynecologic cancers, and age-standardized rates are gradually increasing in many low- and middle-income countries. At present, its etiology and pathogenesis are not clear. There are no obvious symptoms in the early stage, and when the symptoms become obvious, it often indicates the advanced stage. The 5-year survival rate of the advanced stage is only 17%, which poses a great threat to women's health. Therefore, an in-depth study of the etiology and pathogenesis of ovarian cancer is very important to the exploration of prevention and treatment methods for ovarian cancer. Based on the clinical characteristics of ovarian cancer in traditional Chinese and Western medicine, and combined with the existing evaluation methods of animal models, this study evaluated the animal model of ovarian cancer, and provided analysis and suggestions. MethodThis study searched China National Knowledge Infrastructure (CNKI), Wanfang data, VIP information database, and PubMed database using the keywords "ovarian cancer" and "animal model", excluded the articles that did not meet the criteria, and then classified the remaining studies. Combined with the clinical diagnostic criteria of Western medicine and traditional Chinese medicine syndrome differentiation, the related indicators of ovarian cancer animal models were assigned and the degree of agreement was evaluated. ResultThe use of the transplanted animal model exhibited the highest frequency, followed by that of the induced model. The degree of agreement of traditional Chinese medicine for each model was lower than that of Western medicine. The induced ovarian cancer model had a high degree of clinical agreement and was similar to human ovarian cancer in terms of tumor growth pattern, disease progression and complications, which is an ideal animal model of ovarian cancer. Although this animal model can simulate the etiology and pathogenesis of ovarian cancer to a certain extent and reflect some indicators of traditional Chinese and Western medicine, it lacks differentiation of traditional Chinese medicine syndromes. ConclusionOn the basis of the original model, the animal model of ovarian cancer was added with Qi deficiency syndrome, blood deficiency syndrome, Qi stagnation syndrome, blood stasis syndrome, heat-toxin syndrome, and Yang deficiency syndrome to establish an animal model combining traditional Chinese medicine disease and syndrome of ovarian cancer, which could better simulate the clinical actual situation of traditional Chinese and Western medicine and lay a solid foundation for the study of integrated traditional Chinese and Western medicine for the treatment of ovarian cancer.
6.Xihuangwan Inhibits Mitochondrial Energy Metabolism in Ovarian Cancer Cells
Xianxin YAN ; Shouyi HONG ; Ruirui MA ; Yanqiu WANG ; Junyi BU ; Min MA
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(1):70-76
ObjectiveTo study the effect of Xihuangwan extract on mitochondrial energy metabolism in ovarian cancer SKOV3 and HEY cells and to explore the underlying mechanism. MethodSKOV3 and HEY cells were cultured in vitro and treated with different concentrations (0, 5, 10, 15, 20 g·L-1) of Xihuangwan extract. Methyl thiazolyl tetrazolium (MTT) was used to examine the viability of SKOV3 and HEY cells treated with Xihuangwan extract. The adenosine-triphosphate (ATP) levels in SKOV3 and HEY cells were measured by kit. Flow cytometry was employed to measure the content of reactive oxygen species (ROS) in cells. Western blot was employed to determine the protein levels of peroxisome proliferator-activated receptor-γ co-activator 1α (PGC1α), transcription factor A, mitochondrial (TFAM), translocase of outer mitochondrial membrane 20 (TOMM20), and aplasia Ras homologue member Ⅰ (ARHⅠ) in SKOV3 and HEY cells. Mito-Tracker Green staining was used to observe the morphological changes of mitochondria in SKOV3 and HEY cells. ResultCompared with blank group, Xihuangwan extract treatment for 24, 48 h inhibited the viability of SKOV3 and HEY cells in a concentration-dependent manner (P<0.05, P<0.01). Compared with blank group, Xihuangwan extract (10, 15, 20 g·L-1) groups presented lowered ATP levels (P<0.05, P<0.01), and the 20 g·L-1 Xihuangwan extract group had lower ATP level than the 10 and 15 g·L-1 Xihuangwan extract groups (P<0.05). Compared with blank group, Xihuangwan extract increased the content of ROS in SKOV3 and HEY cells in a concentration-dependent manner (P<0.05, P<0.01), and the 20 g·L-1 Xihuangwan extract group had higher ROS content than the 10 g·L-1 Xihuangwan extract group (P<0.05). Compared with blank group, Xihuangwan extract up-regulated the expression level of ARHⅠ protein in SKOV3 and HEY cells in a concentration-dependent manner (P<0.01), and the expression levels of ARHⅠ protein was higher in the 20 g·L-1 Xihuangwan extract group than in the 10 and 15 g·L-1 Xihuangwan extract groups (P<0.05). Compared with the blank group, Xihuangwan extract down-regulated the protein levels of PGC1α, TFAM, and TOMM20 in SKOV3 and HEY cells in a concentration-dependent manner (P<0.05, P<0.01), and the protein levels of TFAM and TOMM20 in the HEY cells treated with 20 g·L-1 Xihuangwan extract were lower than those in the HEY cells treated with 10, 15 g·L-1 Xihuangwan extract (P<0.05). Compared with the blank group, 20 g·L-1 Xihuangwan extract decreased the Mito-Tracker fluorescence intensity of SKOV3 and HEY cells (P<0.05). ConclusionXihuangwan can compromise the mitochondrial function of ovarian cancer SKOV3 and HEY cells and reduce cell energy metabolism to inhibit the proliferation of SKOV3 and HEY cells by up-regulating ARHⅠ and inhibiting PGC1α/TFAM signaling axis.
7.Application Progress of Electrochemical Methods in Quality Control of Traditional Chinese Medicine
Yan-Bing PAN ; IHSAN AWAIS ; Min SHI ; Wen-Wen MA ; MURTAZA GHULAM ; Ke-Fei HU ; Jun LI ; Xian-Ju HUANG ; Han CHENG
Chinese Journal of Analytical Chemistry 2024;52(1):22-34
The quality control of traditional Chinese medicine(TCM)is the core issue to ensure the modernization,industrialization and internationalization of TCM.Compared with other detection methods,electrochemical analysis method has many advantages such as high sensitivity,fast detection speed and low cost,making it an important means of quality control for TCM and having broad development prospects.This article reviewed the research progress of electrochemical methods in quality control of TCM in recent years,discussed the application of electrochemical fingerprinting technique in identification of TCM,and comprehensively summarized the application of electrochemical technology in analyzing effective components and harmful substances in TCM,including flavonoids,alkaloids,quinones,glycosides,heavy metals and pesticide residues.Finally,the development prospects of electrochemical methods in the field of quality control of TCM were discussed.
8.Analysis of HUANG Feng's Medication Rules for Low Back Pain Based on Data Mining
Wen-Xing ZENG ; Min-Hua HU ; Yuan-Lan FENG ; Jing-Tao ZHANG ; Lu-Yao MA ; Hong-Song YAN ; Feng HUANG
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(4):1030-1035
Objective To analyze the medication rules of Professor HUANG Feng for the treatment of low back pain using data mining methods.Methods The information of prescriptions for the effective cases of outpatients with low back pain treated by Professor HUANG Feng were collected and screened.Microsoft Excel 2019 was used to analyze the frequency of medication and the distribution of properties,flavors and meridian tropism of the drugs in the included prescription.IBM SPSS Modeler 18.0 was used for association rule analysis,and IBM Statistics 26.0 was used for cluster analysis.Results A total of 239 prescriptions and 75 Chinese medicines were included.There were 23 high-frequency Chinese medicines with the medication frequency being or over 20 times,and the top 10 Chinese medicines were Glycyrrhizae Radix et Rhizoma,vinegar-processed Corydalis Rhizoma,Cibotii Rhizoma,Atractylodis Macrocephalae Rhizoma,Zanthoxyli Radix,salt-processed Achyranthis Bidentatae Radix,Rehmanniae Radix,Dipsaci Radix,Coicis Semen,and Salviae Miltiorrhizae Radix et Rhizoma.The medicines were mainly warm in nature,and were sweet,bitter and pungent in flavor.Most of the drugs had the meridian tropism of liver,stomach and spleen meridians.Among the drug combinations obtained from association rule analysis with the top 20 highest support,vinegar-processed Corydalis Rhizoma,Cibotii Rhizoma,Atractylodis Macrocephalae Rhizoma and Zanthoxyli Radix were the core drugs.Cluster analysis yielded 6 clustering combinations.Conclusion For the treatment of low back pain,Professor HUANG Feng follows the principle of"treatment adapting to the climate,individuality,and environment"and"treating the root cause of the disease",usually adopts the drugs for activating blood,moving qi and relieving pain,nourishing the liver and kidney,and also uses the medicines for replenishing qi and strengthening the spleen.The ideas of HUANG Feng for the treatment of low back pain can be used as a reference for the clinical treatment.
9.Implement quality control circle activities to improve customer satisfaction
Yaoxing LI ; Cuidi LI ; Fen ZHANG ; Min TANG ; Wei YAN ; Puxian XIE ; Youlan XI ; Jiaxin WANG ; Yunhui WANG ; Haibo MA ; Chaodong ZHANG ; Jiyan DENG ; Yamei YU ; Qunhua MU
Modern Hospital 2024;24(3):391-394
Objective To study the application effect of quality control circle(QCC)in reducing the dissatisfaction rate of physical examination clients in health management center.Methods To establish QCC,selected the health check-up popula-tion in our hospital in September-2019 and March-2020,through the questionnaire investigation and analysis,compare the dis-satisfaction of the clients before and after the quality control circle.Results After carrying out QCC activities,the dissatisfaction of physical examination clients was significantly lower than that before QCC,and the difference was statistically significant(P<0.05).Conclusion The activities of QCC in the health management center can effectively improve the quality of the physical examination work and reduce the dissatisfaction of the customers in the physical examination.It is of great significance to the health management.
10.Research on Diagnosis Model of Endometrial Lesions by Hysteroscopy Based on Deep Learning Algorithm Combined with Grad-CAM
Mingliang CAO ; Mi YIN ; Qingbin WANG ; Hanfeng ZHU ; Xing LI ; Jun ZHANG ; Lin MAO ; Xuefeng MU ; Min CAO ; Yutao MA ; Jian WANG ; Yan ZHANG
Journal of Practical Obstetrics and Gynecology 2024;40(5):409-413
Objective:To explore the effectiveness of a hysteroscopic endometrial lesion diagnosis model de-veloped based on deep learning(DL)algorithm combined with gradient-weighted class activation mapping(Grad-CAM)visualization technology.Methods:303 hysteroscopy videos(4781 images)of 291 patients who un-derwent hysteroscopy examination in the Department of Gynecology,Renmin Hospital of Wuhan University from June 1,2021 to December 31,2022 were selected.The dataset was divided into a training set(3703 images)and a test set(1078 images)by weight sampling method.After the training set was used for model learning and train-ing,two model architectures,residual neural network(ResNet18)and efficient neural network(EfficientNet-B0),were selected to verify the model in the test set by five-class and two-class classification tasks,respectively.Tak-ing histopathology as the gold standard,the diagnostic efficacy was evaluated to select the optimal model,and the Grad-CAM layer was embedded in the optimal model to output hysteroscopy images of Grad-CAM.Results:①In the five-class classification tasks,the accuracy of EfficientNet-B0 model(93.23%)was higher than that of Res-Net18 model(84.23%);the area under the curve(AUC)of EfficientNet-B0 model in the diagnosis of five disea-ses,including atypical endometrial hyperplasia,endometrial polyps,endometrial cancer,endometrial atypical hy-perplasia,and submucous myoma,was slightly higher than that of ResNet18 model,and the AUC of both models was almost above 0.980.②In the binary classification task of accuracy and the evaluation of specificity,the two models were similar,both above 93.00%,and the sensitivity of EfficientNet-B0 model(91.14%)was significantly better than that of ResNet18 model(77.22%).③EfficientNet-B0 model combined with Grad-CAM algorithm could identify the abnormal areas in the image.After biopsy and pathological examination,it was confirmed that about 95%of the marked areas in the model's output heatmap were lesion areas.Conclusions:The hysteroscopy di-agnostic model developed by EfficientNet-B0 model combined with Grad-CAM has high diagnostic accuracy,sen-sitivity,and specificity,and has application value in the diagnosis of endometrial lesions.

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