1.Clinical Advantages of Traditional Chinese Medicine in Treatment of Childhood Simple Obesity: Insights from Expert Consensus
Qi ZHANG ; Yingke LIU ; Xiaoxiao ZHANG ; Guichen NI ; Heyin XIAO ; Junhong WANG ; Liqun WU ; Zhanfeng YAN ; Kundi WANG ; Jiajia CHEN ; Hong ZHENG ; Xinying GAO ; Liya WEI ; Qiang HE ; Qian ZHAO ; Huimin SU ; Zhaolan LIU ; Dafeng LONG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(6):238-245
Childhood simple obesity has become a significant public health issue in China. Modern medicine primarily relies on lifestyle interventions and often suffers from poor long-term compliance, while pharmacological options are limited and associated with potential adverse effects. Traditional Chinese Medicine (TCM) has a long history in the prevention and management of this condition, demonstrating eight distinct advantages, including systematic theoretical foundation, diversified therapeutic approaches, definite therapeutic efficacy, high safety profile, good patient compliance, comprehensive intervention strategies, emphasis on prevention, and stepwise treatment protocols. Additionally, TCM is characterized by six distinctive features: the use of natural medicinal substances, non-invasive external therapies, integration of medicinal dietetics, simple exercise regimens, precise syndrome differentiation, and diverse dosage forms. By combining internal and external treatments, TCM facilitates individualized regimen adjustment and holistic regulation, demonstrating remarkable effects in improving obesity-related metabolic indicators, regulating constitutional imbalance, and promoting healthy behaviors. However, challenges remain, such as inconsistent operational standards, insufficient high-quality clinical evidence, and a gap between basic research and clinical application. Future efforts should focus on accelerating the standardization of TCM diagnosis and treatment, conducting multicenter randomized controlled trials, and fostering interdisciplinary integration, so as to enhance the scientific validity and international recognition of TCM in the prevention and treatment of childhood obesity.
2.Evaluate the effect of morphology driven preparation technique in indirect restoration of posterior teeth
Qikun GAO ; Shiming LIU ; Mingyue WU ; Xiaoting WU ; Zehua WANG ; Mingliang DU ; Huimin CHEN
Acta Universitatis Medicinalis Anhui 2026;61(5):943-947
ObjectiveTo evaluate the application effect of morphology driven preparation technique in indirect restoration of posterior teeth. Methods84 patients with dental defects were selected and divided into the control group and the experimental group randomly, with 42 patients in each group (a total of 84 teeth). Traditional preparation and morphology driven preparation techniques were used to complete dental preparation and adhesive glass ceramic restorations, respectively. The satisfaction, masticatory function, World Dental Federation (FDI) Scores for edge fracture and fixation,edge adaptability index,periodontal bleeding index (BI) and plaque index (PLI) of the two groups of patients were evaluated and various indicator data were recorded and statistically analyzed at 3 and 6 months after restoration completion. ResultsThere was no statistically significant difference in satisfaction between the two groups after 3 and 6 months of repair; Both groups of data showed a significant improvement in masticatory function. There was no statistical difference after 3 and 6 months of repair. However, a statistically significant difference in masticatory function was noted after 6 months of repair compared with before and after 3 months of repair. As the repair time increased, the masticatory effect improved significantly. There was no statistically significant difference in the edge fracture and fixation index between the two groups at 3 months after repair, but there was a statistically significant difference between the two groups at 6 months with the experimental group outperforming the control group(P<0.05). The edge adaptability, BI, and PLI index were statistically significant between the two groups after 3 and 6 months of repair and the experimental group had a significant advantage (P<0.05). ConclusionBoth types of tooth preparation techniques can improve patient masticatory function and reach high satisfaction after repair. However, morphology driven preparation technique has significant advantages in edge adaptability, edge fracture and fixation index scores and improve periodontal conditions. This technique is an effective method for improving dental preparation in adhesive indirect restoration of posterior teeth.
3.Clinical Observation on 45 Cases of Chronic Obstructive Pulmonary Disease in the Stable Phase with Qi Deficiency,Blood Stasis and Phlegm Obstruction Syndrome with Auxiliary Treated with Jinwei Guben Decoction (金卫固本汤) Combined with Bailing Capsule (百令胶囊)
Deyu KONG ; Xudong ZHENG ; Huimin ZHOU ; Ruitao WANG ; Benzhang ZHAO ; Jianjun WU
Journal of Traditional Chinese Medicine 2025;66(4):367-375
ObjectiveTo observe the clinical efficacy of modified Jinwei Guben Decoction (金卫固本汤, MJGD) combined with Bailing Capsule (百令胶囊, BC) in the treatment of chronic obstructive pulmonary disease (COPD) patients in the stable stage with qi deficiency, blood stasis and phlegm obstruction syndrome, in addition to conventional western medicine treatment. MethodsA total of 102 patients with stable COPD and qi deficiency, blood stasis, and phlegm obstruction syndrome were included in the study. According to the patients'preferences, they were divided into treatment group (49 cases) and control group (53 cases). The control group received conventional western medicine treatment, while the treatment group was given MJGD (1 dose daily) combined with BC (2.0 g each time, three times a day) additionally. The treatment period was 3 months, and the patients were followed up for 1 year after the treatment. The acute exacerbation frequency (mild, moderate, severe) before treatment, during treatment, at 6-month follow-up, and at 1-year follow-up was compared between groups. Additionally, the lung function indicators such as FEV1, FEV1%pred, FVC, and FEV1/FVC ratio, traditional Chinese medicine (TCM) syndrome scores, modified British Medical Research Council (mMRC) dyspnea scale, and the COPD Assessment Test (CAT) scores before and after treatment were compared. A logistic regression model was constructed to analyze the impact of MJGD combined with BC on clinical efficacy. ResultsFour patients dropped out from the treatment group and eight from the control group, leaving 45 patients of each group for statistical analysis. The number of mild and moderate acute exacerbations in the treatment group was lower than that in the control group during the treatment period, at 6-month follow-up and within 1 year of follow-up (P<0.05) .The number of severe acute exacerbations was only lower in the treatment group than in the control group at 6-month follow-up (P<0.05). Compared with that before treatment, the number of acute exacerbations of all degrees in the treatment group was significantly reduced within 1 year of follow-up (P<0.05),while only the number of mild acute exacerbations in the control group was significantly reduced within 1 year of follow-up (P<0.05). The treatment group showed significant improvement in FEV1 and FEV1%pred and FEV1/FEV, while the control group showed a significant decline in FEV1 and FVC (P<0.05). After treatment, both groups showed significant reductions in TCM syndrome scores, including coughing, sputum, wheezing, chest tightness, shortness of breath, and fatigue, as well as mMRC and CAT scores (P<0.05), with the treatment group having significantly lower scores than the control group (P<0.05). The overall clinical effective rate of in the treatment group was 93.33% (42/45), significantly higher than that of the control group, 75.56% (34/45, P<0.05). Multivariate logistic regression analysis showed that the use of MJGD combined with BC (OR = 4.68, 95%CI: 1.15 - 19.09, P = 0.03) was positively correlated with clinical efficacy. ConclusionsIn addition to conventional western medicine treatment, the combination of MJGD and BC can reduce the frequency of acute exacerbations, delay the decline of lung function, improve clinical symptoms, and significantly enhance the clinical efficacy in patients with stable COPD and qi deficiency, blood stasis, and phlegm obstruction syndrome.
4.Clinical Efficacy of Jinwei Pingchuan Decoction in Treatment of Acute Exacerbation of Chronic Obstructive Pulmonary Disease with Phlegm-heat Obstruction in Lung Syndrome
Xudong ZHENG ; Deyu KONG ; Benzhang ZHAO ; Huimin ZHOU ; Ruitao WANG ; Jianjun WU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):125-133
ObjectiveTo study the effect of Jinwei Pingchuan decoction combined with conventional Western medicine on the number of acute exacerbations, lung function, and clinical symptoms in patients with acute exacerbation of chronic obstructive pulmonary disease (COPD) with phlegm-heat obstruction in lung syndrome. MethodsA non-randomized controlled trial was conducted to include 60 patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. Patients were divided into a treatment group and a control group based on whether they received Jinwei Pingchuan decoction, with 30 patients in each group. The treatment group received Jinwei Pingchuan decoction combined with conventional Western medicine therapy, while the control group received conventional Western medicine therapy alone. Both groups received treatment for 7 days. The number of acute exacerbations and lung function indices were followed up and recorded before treatment and three months after treatment. The following outcomes were observed before and after treatment: the number of acute exacerbations, lung function indices (forced expiratory volume in one second [FEV1], percentage of predicted value [FEV1%pred], forced vital capacity [FVC], and FEV1/FVC ratio), the degree of acute exacerbation, TCM syndrome score, COPD assessment test (CAT) score, modified British Medical Research Council Dyspnea Questionnaire (mMRC) score, C-reactive protein (CRP), and white blood cell (WBC) count. ResultsAfter 3 months of follow-up, the treatment group showed a significant reduction in the number of acute exacerbations compared with the pre-treatment values (P<0.05). After treatment, the treatment group had fewer acute exacerbations than the control group (P<0.05). The degree of acute exacerbation in the treatment group improved significantly compared with the pre-treatment values (P<0.05). After treatment, the degree of acute exacerbation in the treatment group was improved compared to the control group (P<0.05). Regarding lung function, FEV1, FEV1%pred, FVC, and FEV1/FVC ratio increased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar improvements were observed in the control group (P<0.05). After treatment, FEV1 and FVC were higher in the treatment group than the control group (P<0.05). Regarding TCM syndrome scores, the scores for individual symptoms such as wheezing, cough, expectoration, chest tightness, shortness of breath, and fatigue, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, fatigue, and palpitation, as well as the total score, also decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for wheezing, cough, chest tightness, shortness of breath, and the total score than the control group (P<0.05). Regarding the CAT score, the scores for cough, expectoration, chest tightness, climbing stairs, going out, activity, and energy, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, sleep, energy, and the total score decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for cough, expectoration, chest tightness, activity, and going out than the control group (P<0.05). Regarding the mMRC score, CRP level, and WBC count, all these parameters decreased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar reductions were observed in the control group (P<0.05). ConclusionJinwei Pingchuan decoction can reduce the number of acute exacerbations and the degree of acute exacerbation in patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. It also improves lung function and symptoms such as cough and chest tightness, thereby enhancing the quality of life of patients.
5.Clinical Efficacy of Jinwei Pingchuan Decoction in Treatment of Acute Exacerbation of Chronic Obstructive Pulmonary Disease with Phlegm-heat Obstruction in Lung Syndrome
Xudong ZHENG ; Deyu KONG ; Benzhang ZHAO ; Huimin ZHOU ; Ruitao WANG ; Jianjun WU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):125-133
ObjectiveTo study the effect of Jinwei Pingchuan decoction combined with conventional Western medicine on the number of acute exacerbations, lung function, and clinical symptoms in patients with acute exacerbation of chronic obstructive pulmonary disease (COPD) with phlegm-heat obstruction in lung syndrome. MethodsA non-randomized controlled trial was conducted to include 60 patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. Patients were divided into a treatment group and a control group based on whether they received Jinwei Pingchuan decoction, with 30 patients in each group. The treatment group received Jinwei Pingchuan decoction combined with conventional Western medicine therapy, while the control group received conventional Western medicine therapy alone. Both groups received treatment for 7 days. The number of acute exacerbations and lung function indices were followed up and recorded before treatment and three months after treatment. The following outcomes were observed before and after treatment: the number of acute exacerbations, lung function indices (forced expiratory volume in one second [FEV1], percentage of predicted value [FEV1%pred], forced vital capacity [FVC], and FEV1/FVC ratio), the degree of acute exacerbation, TCM syndrome score, COPD assessment test (CAT) score, modified British Medical Research Council Dyspnea Questionnaire (mMRC) score, C-reactive protein (CRP), and white blood cell (WBC) count. ResultsAfter 3 months of follow-up, the treatment group showed a significant reduction in the number of acute exacerbations compared with the pre-treatment values (P<0.05). After treatment, the treatment group had fewer acute exacerbations than the control group (P<0.05). The degree of acute exacerbation in the treatment group improved significantly compared with the pre-treatment values (P<0.05). After treatment, the degree of acute exacerbation in the treatment group was improved compared to the control group (P<0.05). Regarding lung function, FEV1, FEV1%pred, FVC, and FEV1/FVC ratio increased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar improvements were observed in the control group (P<0.05). After treatment, FEV1 and FVC were higher in the treatment group than the control group (P<0.05). Regarding TCM syndrome scores, the scores for individual symptoms such as wheezing, cough, expectoration, chest tightness, shortness of breath, and fatigue, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, fatigue, and palpitation, as well as the total score, also decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for wheezing, cough, chest tightness, shortness of breath, and the total score than the control group (P<0.05). Regarding the CAT score, the scores for cough, expectoration, chest tightness, climbing stairs, going out, activity, and energy, as well as the total score, decreased significantly in the treatment group compared with the pre-treatment values (P<0.05). In the control group, the scores for cough, expectoration, chest tightness, sleep, energy, and the total score decreased (P<0.05). After treatment, the treatment group showed significantly lower scores for cough, expectoration, chest tightness, activity, and going out than the control group (P<0.05). Regarding the mMRC score, CRP level, and WBC count, all these parameters decreased significantly in the treatment group compared with the pre-treatment values (P<0.05), and similar reductions were observed in the control group (P<0.05). ConclusionJinwei Pingchuan decoction can reduce the number of acute exacerbations and the degree of acute exacerbation in patients with acute exacerbation of COPD with phlegm-heat obstruction in lung syndrome. It also improves lung function and symptoms such as cough and chest tightness, thereby enhancing the quality of life of patients.
6.Ginkgetin mediates the NR4A2/p53/Bax pathway to regulate autophagy and inhibit cardiomyocyte apoptosis
Han LI ; Dongsheng WEI ; Huimin CAO ; Xinyue WU ; Yelei HAN ; Zhe ZHANG
Journal of China Medical University 2025;54(4):295-300
Objective To investigate the mechanism by which ginkgetin attenuates H9c2 cells injury.Methods H9c2 cells were divided into five groups:control,lipopolysaccharide(LPS),LPS+3-methyladenine(3-MA,an autophagy inhibitor),LPS+ginkgetin,and LPS+3-MA+ginkgetin.Cell viability and cytotoxicity were assessed using the cell CCK-8 and lactate dehydrogenase assays,respectively.Immunofluorescence staining for LC3,monodansylcadaverine staining for autophagosomes,and flow cytometry were used to measure apop-tosis rates.Quantitative real-time PCR was performed to measure the expression of NR4A2/p53/Bax pathway.Western blotting was used to detect the expression of NR4A2,p53,Bax,LC3,Beclin-1,p62,cleaved caspase-3,and Bcl-2 proteins.Results Compared to the LPS group,ginkgetin significantly increased LC3 fluorescence levels and monodansylcadaverine fluorescence intensity,decreased apoptosis,upregulated NR4A2,downregulated p53 and Bax,increased LC3,Beclin-1,and Bcl-2 proteins,and decreased p62 and cleaved caspase-3(P<0.05).The autophagic inhibitor,3-MA,confirmed that ginkgetin protected H9c2 cells from LPS-induced apoptosis via autophagy regulation.Conclusion Ginkgetin mitigated cardiomyocyte injury by enhancing autophagic flux and alleviating LPS-induced H9c2 cells apoptosis by modulating the NR4A2/p53/Bax pathway.
7.A retrospective study on the impact of the number of examined lymph nodes on the survival prognosis of patients with N3b gastric cancer
Xiaodong WANG ; Zhihao YU ; Xintong SUN ; Zhishuo LI ; Xingtu QIN ; Huimin ZHANG ; Yanrui LIANG ; Jing WU ; Mansheng ZHU ; Weihong GUO ; Guoxin LI ; Yanfeng HU ; Liying ZHAO ; Xinhua CHEN
Chinese Journal of Gastrointestinal Surgery 2025;28(10):1141-1150
Objective:To investigate the impact of the number of examined lymph nodes (ELN) on survival outcomes in gastric cancer patients with postoperative pathological stage pN3b.Methods:This retrospective cohort study included 279 pN3b gastric cancer patients who underwent D2 gastrectomy at Nanfang Hospital, Southern Medical University (September 2008 to April 2023), with 35 patients receiving combination chemotherapy and anti-PD-1 therapy (immunotherapy group) and 244 receiving adjuvant chemotherapy alone (nonimmunotherapy group). Additionally, 422 patients with pN3b from the SEER database (2005 to 2020) were collected as an external validation cohort to determine the optimal cutoff value for the number of lymph nodes examined in the nonimmunotherapy group. The primary endpoints were overall survival (OS) and recurrence-free survival (RFS) in the nonimmunotherapy group of the Nanfang Hospital cohort, stratified by whether the number of examined lymph nodes was above or below the ELN optimal cutoff value. These findings were subsequently validated in the SEER cohort.Results:The optimal ELN cutoff value (34 nodes) was determined using X-tile software and by constructing an ELN-HR fitting model with inflection point identification. In the nonimmunotherapy group, patients with ELN >34 exhibited significantly prolonged survival compared to ELN ≤34 (median OS: 25.0 (95%CI:20.5-29.5) to 17.0 (95%CI:12.7-21.3) months, P=0.004; median RFS: 19.0 (95%CI:15.6-22.4) to 13.0 (95%CI:9.5-16.5) months, P=0.048). Multivariate Cox analysis also showed ELN >34 to be an independent protective factor for both OS (HR=0.576, 95%CI: 0.397-0.836) and RFS (HR=0.701, 95%CI: 0.492-0.998). In the SEER cohort, ELN >34 was associated with a 5-month OS extension (19 to 14 months, P=0.065), with multivariate analysis supporting its independent prognostic significance (HR=0.729, 95%CI: 0.580-0.915, P=0.006). Notably, in the immunotherapy group, patients with ELN >34 ( n=30) achieved a median OS of 41 months, but the median OS had not been reached in the ELN ≤34 group ( n=5) (1 death at 48 months). Conclusion:Higher ELN (>34) correlates with improved survival in nonimmunotherapy-treated pN3b gastric cancer patients. However, in pN3b gastric cancer patients treated with immunotherapy, the optimal ELN threshold requires further exploration to determine.
8.Efficacy of nucleos(t)ide analogues combined with peginterferon α-2b on antiviral therapy in children with chronic hepatitis B
Wenting CHEN ; Shilian LI ; Xiaochen MA ; Fang CHEN ; Lijian RAN ; Yi WU ; Yan GUO ; Yan ZHU ; Qing MAO ; Huimin LIU
Chinese Journal of Experimental and Clinical Virology 2025;39(4):411-418
Objective:To analyze the efficacy of combination of peginterferon α-2b(Peg-IFN α-2b)with nucleos(t)ide analogues(NAs)on antiviral therapy in children with chronic hepatitis B(CHB)and to provide an optimized clinical treatment strategies for CHB children.Methods:A retrospective analysis was conducted on 30 CHB children treated in The First Affiliated Hospital of the Army Medical University(Southwest Hospital)from January 2022 to January 2025 with treatment duration at least 48 weeks. The enrolled children were aged between 2 and 17 years and divided into the NAs combined with Peg-IFN α-2b(NPI)group(n=13)and NAs group(n=17)by their therapy regimens. The characteristics of baseline,week 12,week 24,week 48 and week 96 were compared between groups,as well as the differences in response to biochemical,immune and viral indicators at each observation point. Logistic regression analysis and receiver operating characteristic(ROC)curve analysis were performed to identify factors influencing the HBsAg seroclearance. Results:At baseline of treatment,the proportion of HBeAg positivity in the NPI group and the NAs group was high(76.9% vs 86.6%, χ2=0.679, P=0.628),and the alanine aminotransferase(ALT)and aspartate aminotransferase(AST)in the NPI group were significantly lower than those in the NAs group( P<0.001). At 24 weeks,the decrease in HBsAg in the NPI group was also significantly higher than that in the NAs group( Z=-3.161, P=0.002). Finally,the cumulative seroclearance rate of HBsAg at 96 weeks in the NPI group was significantly higher than that in the NAs group(46.15% vs 5.88%, χ2=0.679, P=0.025). Mulitivariate Logistic regression analysis showed that treatment regimen and gender were risk factors affecting the outcome of HBsAg( P<0.05). ROC curve analysis showed that the increase in ALT at 12 weeks compared with baseline(AUC=0.857,Cutoff value=3.615 IU/L),the decrease in ALT at 24 weeks(AUC=0.870,Cutoff value=47.85 IU/L),and the decrease in HBsAg at 12 weeks and especially at 24 weeks(AUC=0.885,Cutoff value=0.97log IU/ml)were effective predictors of HBsAg prognosis at 96 weeks. Conclusion:In CHB children,antiviral regimen Peg-IFN α-2b combined with NAs was more effective than NAs alone in improving the HBsAg seroclearance rate of CHB,and the effects in female were better than in male. The decline of HBsAg and the fluctuation of ALT in the early treatment period are valid predictors of HBsAg clearance.
9.Clinical features of Chlamydia pneumoniae pneumonia in 10 children
Xiaohui WEN ; Huimin LI ; Xiaoyan ZHANG ; Hui LIU ; Xiaolei TANG ; Xiaohui WU ; Weihan XU ; Shunying ZHAO ; Haiming YANG
Chinese Journal of Pediatrics 2025;63(4):362-366
Objective:To summarize the clinical features of Chlamydia pneumoniae pneumonia (CPP) in children. Methods:Case series study. Clinical data of 10 children with CPP hospitalized in Department No.2 of Respiratory Medicine of Beijing Children′s Hospital, Capital Medical University from January 2019 to August 2024 were retrospectively collected, including general information, clinical manifestations, chest imaging, laboratory examination and treatment. The clinical features and prognosis were summarized.Results:Among the 10 children with CPP, 7 were male and 3 were female. The age of onset was 11.2 (10.3, 13.1) years. The course were 17 (7, 23) days. Cough occurred in 9 cases with wet cough in 7 cases, while moderate and high fever occurred in 6 cases. Besides, chest pain occurred in 4 cases, rash and hemoptysis occurred in 1 case respectively. High density mass shadow was found in 7 cases chest CT imaging, accompanied by air bronchogram sign, surrounded by halo sign, 6 cases of which were distributed under the pleura, while patchy consolidation in the remaining 3 cases. Pulmonary embolism was present in 2 cases. Among the 10 children with CPP, bilateral lung involvement was found in 3 cases and unilateral lung involvement in 7 cases. The white blood cell count was 10.21 (7.45, 11.64)×10 9/L and the proportion of neutrophils was 0.69 (0.63, 0.71). C-reactive protein increased in 7 cases, with the level of 33 (16, 77) mg/L. D-dimer increased slightly in 3 cases (0.393, 0.396, 0.739 mg/L). Serum Chlamydia pneumoniae-IgM antibody test was positive in 6 cases. Chlamydia pneumoniae nucleic acid test by bronchoalveolar lavage fluid (BALF) next-generation sequencing was positive in 6 cases. Both serum IgM antibody and BALF nucleic acid tests were positive in 2 cases. Among the 10 children with CPP, azithromycin alone was used in 5 cases, while glucocorticoid was added in 1 case. Due to poor response to azithromycin in 4 cases, doxycycline was replaced in 3 cases and minocycline was replaced in 1 case, while glucocorticoid was added in 2 cases. Moxifloxacin combined with glucocorticoid therapy was adopted in 1 case with long course after the poor response to azithromycin and doxycycline. All patients were cured finally. Conclusions:CPP mostly occurs in elderly children. The main clinical manifestations include cough, fever and chest pain. The common chest imaging feature is subpleural high-density mass shadow with halo sign. Pulmonary embolism is present in a few cases. Nucleic acid detection and (or) serology is helpful for etiological diagnosis. Some cases need glucocorticoid therapy.
10.Multi-task improved nnU-Net model based on enhanced CT for segmenting primary oral cancer and predicting patients' relapse free survival
Huimin JIANG ; Liming FANG ; Shuhan QIU ; Jing WU
Chinese Journal of Medical Imaging Technology 2025;41(9):1568-1572
Objective To observe the value of multi-task improved nnU-Net model based on enhanced CT for segmenting primary oral cancer and predicting patients'relapse free survival(RFS).Methods Enhanced CT data of 186 cases of primary oral cancer were retrospectively analyzed,and a multi-task improved nnU-Net model was constructed for tumor segmentation and survival prediction tasks.Pre-training of tumor segmentation was completed with nnU-Net as the baseline network,and the accuracy of recognizing and segmenting tumor was improved by enhancing the decoder through the modified skip connection.Then univariable and multivariable regression analyses were used to select clinical features closely associated with RFS.Radiomics and deep learning features were also extracted to construct a survival prediction model,with fine-tuning of the above model.The training set,validation set and test set were divided at a ratio of 7∶2∶1.Dice similarity coefficient(DSC)was used to evaluate the segmentation performance of the modified model,and the consistency index C-index was used to verify the performance of the improved model for predicting RFS.Results DSC of the multi-task improved nnU-Net model(0.78)for segmenting primary oral cancer was superior to that of 3D Inception ResNet(0.65),3D InceptSENet(0.75)and 3D U-Net models(0.69),respectively,its C-index for predicting RFS(0.798)was higher than that of Cox regression model(0.744),ICARE model(0.761),random forest model(0.744),DeepSurv model(0.735),nnU-Net model(0.760)and radiology+nnU-Net model(0.744),respectively.DSC for segmenting primary oral cancer and C-index for predicting RFS of multi-task improved nnU-Net model were both superior to those of simple baseline network(0.653 and 0.649),baseline network+multi-scale convolution fusion(0.755 and 0.752),as well as baseline network combined with clinical features(0.764 and 0.759),radiomics features(0.770 and 0.764)and clinical+radiomics features(0.773 and 0.761),respectively.Conclusion Multi-task improved nnU-Net model could be used to effectively improve the accuracy of tumor segmentation and predicting patients'RFS.

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