1.Performance Evaluation and Resource Utilization Optimization of Multidisciplinary Team Model for Lung Cancer: A Real-World Study
Meng WANG ; Xiaoli ZHANG ; Jue LIU ; Jingyi TANG ; Ziming LI
Medical Journal of Peking Union Medical College Hospital 2026;17(3):637-645
To compare the performance differences between the multidisciplinary team (MDT) model and the conventional diagnostic and treatment model for lung cancer, and to explore a high-quality development pathway for optimizing lung cancer diagnostic and treatment resources. A retrospective analysis was conducted on electronic medical record data of lung cancer patients at Shanghai Chest Hospital from March 2025 to December 2025. Patients were divided into an MDT group and a conventional care group based on whether they were admitted to the integrated oncology ward. Statistical analyses were performed using the Mann-Whitney A total of 4, 758 patients with primary lung cancer were included, comprising 365 (7.7%) in the MDT group and 4, 393 (92.3%) in the conventional care group. After adjusting for confounding factors, the MDT model significantly reduced hospitalization frequency during the observation period by 48.8% ( The MDT model for lung cancer significantly reduces hospitalization frequency; however, its effect on cost per hospitalization is population-selective, with increased costs in early-stage (stage Ⅰ) patients and decreased costs in late-stage (stages Ⅱ and Ⅳ) patients. The implementation of the MDT model should adopt precise patient stratification management, prioritizing the optimal patient population to achieve the optimal allocation of medical resources.
2.PLAGL1-IGF2 axis regulates osteogenesis of postnatal condyle development.
Jinrui SUN ; Jingyi XU ; Yue XU ; Yili LIU ; Enhui YAO ; Jiahui DU ; Xinquan JIANG
International Journal of Oral Science 2025;17(1):65-65
The mandibular condyle is a critical growth center in craniofacial bone development, especially during postnatal stages. Postnatal condyle osteogenesis requires precise spatiotemporal coordination of growth factor signaling cascades and hierarchical gene regulatory networks. Plagl1, which encodes a zinc finger transcription factor, is a paternally expressed gene. We demonstrate that PLAGL1 is highly expressed in cranial neural crest cell (CNCC)-derived lineage cells in mouse condyles. Using the CNCC-derived lineage-specific Plagl1 knockout mouse model, we evaluate the function of PLAGL1 during postnatal mouse condyle development. Our findings show that PLAGL1 contributes significantly to osteoblast differentiation, and its deficiency impairs osteogenic lineage differentiation, which consequently disrupts mandibular condyle development. Mechanistically, insulin-like growth factor 2 (IGF2) in complex with IGF-binding proteins (IGFBPs) has been identified as the principal PLAGL1 effector responsible for osteogenic regulation during postnatal condyle morphogenesis. Plagl1 deficiency significantly downregulates the IGF2/IGFBP pathway, leading to disordered glucose metabolism, defective extracellular matrix organization, and impaired ossification. Exogenous IGF2 treatment rescues impaired osteoblast differentiation caused by Plagl1 deficiency. In conclusion, the PLAGL1-IGF2 axis is a critical regulator of osteogenesis during mandibular condyle development.
Animals
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Osteogenesis/genetics*
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Insulin-Like Growth Factor II/metabolism*
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Mice
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Transcription Factors/metabolism*
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Mice, Knockout
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Cell Differentiation
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DNA-Binding Proteins/genetics*
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Mandibular Condyle/growth & development*
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Osteoblasts/cytology*
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Signal Transduction
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Neural Crest/cytology*
3.Categorizing Tongue Patterns in Ulcerative Colitis Using Deep Learning Techniques
Yiheng TONG ; Yifan ZHAO ; Guoying YAN ; Gaibo HUANG ; Xieda SONG ; Jingyi HU ; Lei ZHU ; Hong SHEN
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(9):2646-2653
Objective To promote the objectification and intelligence of clinical TCM tongue diagnosis in ulcerative colitis(UC).Methods Daosheng DS01-B tongue and face diagnosis information collection system was used to prospectively collect tongue image pictures of patients with ulcerative colitis damp-heat in the large intestine syndrome(DCSR)and spleen deficiency dampness retention syndrome(PXSY),with totaling 1096 images.After UC tongue image segmentation,preprocessing,and data augmentation,a data set of UC tongue images was formed.Based on ResNet50,a UC tongue image classification model was constructed using feature fusion methods and attention modules.Results The UC tongue image classification model constructed had better classification performance,with an average F1 value of 85.09%,an AUC value of 0.83 for PXSY,and an AUC value of 0.81 for DCSR,both of which were higher than the VGG11 and ResNet50 models.Conclusion The constructed UC tongue image classification model can effectively identify DCSR and PXSY,providing a new approach to improve the accuracy and objectivity of UC differentiation and assisting in the intelligence of TCM tongue diagnosis.
4.The Effect of Qingchang Huashi Formula on Serum Metabolism and Intestinal Liver Circulation of Bile acid in Ulcerative Co-litis Mice
Jingyi HU ; Yiheng TONG ; Hongxin CHEN ; Junlou LIU ; Guoying YAN ; Lei ZHU ; Hong SHEN
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(10):1274-1281
OBJECTIVE To explore the possible mechanism of Qingchang Huashi Formula in the treatment of ulcerative colitis(UC).METHODS Fifty C57BL/6 male mice were randomly divided into a control(Ctrl)group,a model group,a low-dose Qingchang Huashi Formula group,a high-dose Qingchang Huashi Formula group,and a 5-aminosalicylic acid(5-ASA)group based on body weight.The UC model was established in mice by drinking 3%dextran sulfate sodium(DSS)for 6 d.On d7 and d8,DSS was withdrawn and ultrapure water was given daily.Ultrapure water or different drugs were administered orally throughout the experiment:Ctrl and model groups received 0.2 mL of ultrapure water,while the low-dose and high-dose Qingchang Huashi Formula groups re-ceived 6 and 12 g·kg-1,respectively,and the concentration of 5-ASA was 100 mg·kg-1.Body weight and fecal characteristics of the mice were recorded daily,and the experiment ended on d9.Serum was collected from mice for serum metabolomics and inflam-matory factor expression analysis.The colons of the mice were isolated and their lengths were measured,and the distal colon was ob-tained for pathological analysis.The livers and colons of the mice were isolated for subsequent total bile acid analysis.RESULTS Compared with the Ctrl group,the model group mice showed a significant decrease in body weight and colon length(P<0.000 1),a remarkable increase in disease activity index(P<0.000 1).The concentration of inflammatory factors IL-1β and TNF-α was signifi-cantly increased(P<0.000 1).High-dose and low-dose Qingchang Huashi Formula,as well as 5-ASA could significantly alleviate the loss of body weight,increased DAI,colon shortening,and disappearance of colon tissue morphology in mice.Through ELISA tes-ting,it was found the concentration of IL-1β and TNF-α was remarkably decreased after Qingchang Huashi Formula and 5-ASA treat-ment(P<0.01,P<0.000 1).Through LC-MS analysis of serum metabolites and KEGG enrichment analysis,we found that interven-tion with Qingchang Huashi Formula could significantly affect the primary bile acid synthesis,secondary bile acid synthesis and bile se-cretion.Using total bile acid reagent kit,we found that the total bile acid in the liver of colitis mice did not show significant changes when compared with the Ctrl group of mice,and the concentration of total bile acid in the serum was significantly reduced,the concen-tration of TBA in the colon was significantly increased(P<0.05).After intervention with the Qingchang Huashi Formula,the concen-tration of total bile acid in the serum of mice was significantly increased,while the concentration of total bile acid in the colon was re-duced(P<0.05).Compared with mice in Ctrl group,the levels of deoxycholic acid(DCA)and taurine deoxycholic acid(TDCA)in serum of colitis mice were significantly reduced(P<0.05).After intervention with Qingchang Huashi Formula,the levels of DCA,TD-CA and Ursodeoxycholic acid(UDCA)in serum of mice were restored(P<0.01).CONCLUSION Qingchang Huashi Formula can effectively relieve DSS-induced colitis in mice,reducing immune inflammatory response,reregulating the disorder of serum metabolism and enterohepatic circulation.
5.The Study on Regulating Intestinal Metabolism to Improve Ulcerative Colitis by Qingchang Huazhuo Formula
Yuan CUI ; Jingyi HU ; Lei ZHU ; Yanan LI ; Feng XU ; Yiheng TONG ; Hong SHEN
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(4):456-472
OBJECTIVE To investigate the therapeutic effect of Qingchang Huazhuo Formula(QCHZF)on mice with ulcerative colitis(UC)and the influences of fecal metabolites based on non-targeted metabolomics to investigate the mechanism of action of QCHZF in the treatment of UC.METHODS UC mice were induced by dextran sulfate sodium salt(DSS)and were administered with QCHZF.During the experiment,the body weight,stool characteristics and blood in stool were recorded daily,and the disease activity index(DAI)was calculated.At the end of the experiment,the length of colon was measured,colonic tissue damage in mice were ob-served by hematoxylin-eosin and alcian blue staining,mRNA expression levels of inflammatory factors,IL-6,IL-18 and IL-1β,and intestinal barrier factors,ZO-1 and Muc2,were detected in colon tissues via qPCR method,and protein expression level of intestinal barrier,Muc2,was detected with immunofluorescence.Fecal metabolite changes in mice were detected employing un-targeted metabo-lomics and analyzed by MetaboAnalyst 5.0 for metabolic pathway enrichment.RESULTS QCHZF significantly alleviated colitis symptoms,increased body weight,decreased DAI score,reversed colonic shortening,inhibited inflammatory factors expression,im-proved colonic tissue structure disorders,increased the number of goblet cells,and restored the intestinal barrier in UC mice,regulated 58 metabolites,mainly involving pathways of methionine and cysteine metabolism,purine metabolism,steroid hormone biosynthesis,vitamin B6 metabolism,tryptophan metabolism and primary bile acid pathways.CONCLUSION QCHZF can improve colitis symp-toms,repaire the intestinal barrier and modulate fecal metabolites and related metabolic pathways in UC mice.
6.The Effect of Qingchang Huashi Formula on Serum Metabolism and Intestinal Liver Circulation of Bile acid in Ulcerative Co-litis Mice
Jingyi HU ; Yiheng TONG ; Hongxin CHEN ; Junlou LIU ; Guoying YAN ; Lei ZHU ; Hong SHEN
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(10):1274-1281
OBJECTIVE To explore the possible mechanism of Qingchang Huashi Formula in the treatment of ulcerative colitis(UC).METHODS Fifty C57BL/6 male mice were randomly divided into a control(Ctrl)group,a model group,a low-dose Qingchang Huashi Formula group,a high-dose Qingchang Huashi Formula group,and a 5-aminosalicylic acid(5-ASA)group based on body weight.The UC model was established in mice by drinking 3%dextran sulfate sodium(DSS)for 6 d.On d7 and d8,DSS was withdrawn and ultrapure water was given daily.Ultrapure water or different drugs were administered orally throughout the experiment:Ctrl and model groups received 0.2 mL of ultrapure water,while the low-dose and high-dose Qingchang Huashi Formula groups re-ceived 6 and 12 g·kg-1,respectively,and the concentration of 5-ASA was 100 mg·kg-1.Body weight and fecal characteristics of the mice were recorded daily,and the experiment ended on d9.Serum was collected from mice for serum metabolomics and inflam-matory factor expression analysis.The colons of the mice were isolated and their lengths were measured,and the distal colon was ob-tained for pathological analysis.The livers and colons of the mice were isolated for subsequent total bile acid analysis.RESULTS Compared with the Ctrl group,the model group mice showed a significant decrease in body weight and colon length(P<0.000 1),a remarkable increase in disease activity index(P<0.000 1).The concentration of inflammatory factors IL-1β and TNF-α was signifi-cantly increased(P<0.000 1).High-dose and low-dose Qingchang Huashi Formula,as well as 5-ASA could significantly alleviate the loss of body weight,increased DAI,colon shortening,and disappearance of colon tissue morphology in mice.Through ELISA tes-ting,it was found the concentration of IL-1β and TNF-α was remarkably decreased after Qingchang Huashi Formula and 5-ASA treat-ment(P<0.01,P<0.000 1).Through LC-MS analysis of serum metabolites and KEGG enrichment analysis,we found that interven-tion with Qingchang Huashi Formula could significantly affect the primary bile acid synthesis,secondary bile acid synthesis and bile se-cretion.Using total bile acid reagent kit,we found that the total bile acid in the liver of colitis mice did not show significant changes when compared with the Ctrl group of mice,and the concentration of total bile acid in the serum was significantly reduced,the concen-tration of TBA in the colon was significantly increased(P<0.05).After intervention with the Qingchang Huashi Formula,the concen-tration of total bile acid in the serum of mice was significantly increased,while the concentration of total bile acid in the colon was re-duced(P<0.05).Compared with mice in Ctrl group,the levels of deoxycholic acid(DCA)and taurine deoxycholic acid(TDCA)in serum of colitis mice were significantly reduced(P<0.05).After intervention with Qingchang Huashi Formula,the levels of DCA,TD-CA and Ursodeoxycholic acid(UDCA)in serum of mice were restored(P<0.01).CONCLUSION Qingchang Huashi Formula can effectively relieve DSS-induced colitis in mice,reducing immune inflammatory response,reregulating the disorder of serum metabolism and enterohepatic circulation.
7.Categorizing Tongue Patterns in Ulcerative Colitis Using Deep Learning Techniques
Yiheng TONG ; Yifan ZHAO ; Guoying YAN ; Gaibo HUANG ; Xieda SONG ; Jingyi HU ; Lei ZHU ; Hong SHEN
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(9):2646-2653
Objective To promote the objectification and intelligence of clinical TCM tongue diagnosis in ulcerative colitis(UC).Methods Daosheng DS01-B tongue and face diagnosis information collection system was used to prospectively collect tongue image pictures of patients with ulcerative colitis damp-heat in the large intestine syndrome(DCSR)and spleen deficiency dampness retention syndrome(PXSY),with totaling 1096 images.After UC tongue image segmentation,preprocessing,and data augmentation,a data set of UC tongue images was formed.Based on ResNet50,a UC tongue image classification model was constructed using feature fusion methods and attention modules.Results The UC tongue image classification model constructed had better classification performance,with an average F1 value of 85.09%,an AUC value of 0.83 for PXSY,and an AUC value of 0.81 for DCSR,both of which were higher than the VGG11 and ResNet50 models.Conclusion The constructed UC tongue image classification model can effectively identify DCSR and PXSY,providing a new approach to improve the accuracy and objectivity of UC differentiation and assisting in the intelligence of TCM tongue diagnosis.
8.The Study on Regulating Intestinal Metabolism to Improve Ulcerative Colitis by Qingchang Huazhuo Formula
Yuan CUI ; Jingyi HU ; Lei ZHU ; Yanan LI ; Feng XU ; Yiheng TONG ; Hong SHEN
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(4):456-472
OBJECTIVE To investigate the therapeutic effect of Qingchang Huazhuo Formula(QCHZF)on mice with ulcerative colitis(UC)and the influences of fecal metabolites based on non-targeted metabolomics to investigate the mechanism of action of QCHZF in the treatment of UC.METHODS UC mice were induced by dextran sulfate sodium salt(DSS)and were administered with QCHZF.During the experiment,the body weight,stool characteristics and blood in stool were recorded daily,and the disease activity index(DAI)was calculated.At the end of the experiment,the length of colon was measured,colonic tissue damage in mice were ob-served by hematoxylin-eosin and alcian blue staining,mRNA expression levels of inflammatory factors,IL-6,IL-18 and IL-1β,and intestinal barrier factors,ZO-1 and Muc2,were detected in colon tissues via qPCR method,and protein expression level of intestinal barrier,Muc2,was detected with immunofluorescence.Fecal metabolite changes in mice were detected employing un-targeted metabo-lomics and analyzed by MetaboAnalyst 5.0 for metabolic pathway enrichment.RESULTS QCHZF significantly alleviated colitis symptoms,increased body weight,decreased DAI score,reversed colonic shortening,inhibited inflammatory factors expression,im-proved colonic tissue structure disorders,increased the number of goblet cells,and restored the intestinal barrier in UC mice,regulated 58 metabolites,mainly involving pathways of methionine and cysteine metabolism,purine metabolism,steroid hormone biosynthesis,vitamin B6 metabolism,tryptophan metabolism and primary bile acid pathways.CONCLUSION QCHZF can improve colitis symp-toms,repaire the intestinal barrier and modulate fecal metabolites and related metabolic pathways in UC mice.
9.Prognostic factors of liver transplantation for hepatocellular carcinoma recipients beyond UCSF criteria but without macrovascular invasion
Guangdong WU ; Rui TANG ; Ang LI ; Xuan TONG ; Lihan YU ; Yucheng HOU ; Abudusalamu AINI ; Wei YANG ; Huayuan HAO ; Jingyi LIN ; Qian LU
Chinese Journal of General Surgery 2024;39(5):339-343
Objective:To investigate the prognostic factors for liver transplantation for hepatocellular carcinoma beyond UCSF criteria but without macrovascular invasion.Methods:A retrospective analysis was performed for the clinical data of the hepatocellular carcinoma patients without macrovascular invasion beyond UCSF criteria who underwent liver transplantation at our center from Jan 2018 to Jun 2023. The receiver operating characteristic curve analysis was performed to assess the predictive power of potential prognosis factors.Results:With this criteria, the 1-, 3-year overall survival rates were 94.1% and 75.0%, respectively, and the 1-, 3-year tumor free survival rates were 82.4% and 38.1%, respectively. The maximum tumor size, number of tumors, AFP, PIVKA-Ⅱ before transplantation, and whether undergo pretransplant down-stage therapy were significant prognostic factors ( P<0.05). Combining the above prognostic factors to construct the receiver operating characteristic curve yielded an area under the curve of 0.967, with a sensitivity and specificity of 0.932, 0.952, respectively. Further, the differentiation, MVI and Ki-67 were significant prognostic factors ( P<0.05). Combining pathological factors to construct the receiver operating characteristic curve yielded an area under the curve of 0.927, with a sensitivity and specificity of 0.769, 1, respectively. Conclusion:The maximum tumor diameter, number of tumors, AFP, PIVKA-Ⅱ before transplantation, and pretransplant down-stage therapy and tumor differentiation, MVI and Ki-67 are all prognostic factors of liver transplantation for hepatocellular carcinoma without macrovascular invasion beyond UCSF criteria.
10.Optimization of low-dose deep inferior epigastric artery CT angiography parameters based on deep learning image reconstruction algorithm
Mengting HU ; Yijun LIU ; Shigeng WANG ; Xiaoyu TONG ; Yong FAN ; Anliang CHEN ; Jingyi ZHANG ; Qiye CHENG
Journal of Practical Radiology 2024;40(7):1179-1183
Objective To explore the application value of deep learning image reconstruction(DLIR)algorithm in low-dose deep inferior epigastric artery(DIEA)computed tomography angiography(CTA).Methods A total of 59 patients undergoing DIEA CTA were prospectively selected and randomly divided into two groups:group A(29 cases)and group B(30 cases).Group A was the conventional radiation dose group(tube voltage 120 kVp),the tube current was dose modulation 3,and the iterative reconstruction algo-rithm was Karl 5.Group B was the low radiation dose group(tube voltage 120 kVp),the tube current was dose modulation 2,with DLIR reconstruction algorithm,and four levels of DLIR(1-4)were reconstructed and labeled as groups B1 to B4.The mean tube current,vol-ume CT dose index(CTDIvol),and dose length product(DLP)of group A and group B were recorded,and the effective dose(ED)was calculated.The CT and standard deviation(SD)values of the external iliac artery and psoas major muscle were measured on axial images of each group,and signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR)were calculated.Two observers using double-blind method independently evaluated the DIEA on volume rendering(VR)and maximum intensity projection(MIP)images of each group using a 3-point scale,and a 5-point scale was used to evaluate the overall image quality on axial images.Results Compared with group A,the mean tube current and ED in group B were decreased by 39.33%and 44.09%,respectively(P<0.05).With the increasing of DLIR level from groups B1 to B4,the SD value of the image gradually decreased,while SNR and CNR gradually increased(P<0.05).The CNR in groups B3 and B4 was higher than that in group A(P<0.05).The subjective scores of the two observers were consistent(Kappa value 0.779-0.889,P<0.05),and there was no statistical significance between group A and group B in the perforating vessels from the DIEA,intramuscular course,and the point of emergence(P>0.05).With the increase in DLIR level,the subjective score of the overall image quality from group B1 to group B4 showed a trend of first increasing and then decreasing,and the score of group B3 was the highest(4.50±0.51)points,which had no statistical significance compared with group A(4.45±0.51)points(P>0.05).Conclusion DLIR can effectively reduce the radiation dose of the DIEA CT A scan and ensure the image quality,among which DLIR 3 is the recommended best reconstruction grade.

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