1.Deep learning-based automatic morphological assessment of the aortic root in bicuspid aortic valve patients before transcatheter aortic valve replacement
Guozhong CHEN ; Yu MAO ; Aiqing JI ; Yingsong HUO ; Qian CHEN ; Wei WANG ; Jian YANG ; Jian LIU ; Haibo ZHANG ; Chenming MA ; Yifei QU ; Hui XU ; Zhengcan WU
Chinese Journal of Radiology 2025;59(9):1029-1036
Objective:To explore the construction of an evaluation model for aortic root anatomy and calcium burden in patients with bicuspid aortic valve (BAV) stenosis before transcatheter aortic valve replacement (TAVR) based on deep learning (DL) algorithms.Methods:A retrospective collection of 362 BAV stenosis patients who underwent TAVR from September 2023 to May 2024 was performed. All patients underwent cardiac CT angiography. The patients were divided into training group ( n=104), internal validation group ( n=206), and external validation group ( n=52). A DL model was trained on the training dataset to assess aortic root anatomy and calcification burden. The evaluation included the segmentation accuracy of the algorithm, the measurement performance of key anatomical structures (i.e., valve leaflets and type-1 and type-2 fusion raphe), and calcification burden, as well as the measurement efficiency. Overall segmentation performance was assessed using the average Dice coefficient (ADC). The fine-scale segmentation quality was validated by the 95th-percentile Hausdorff distance (HD-95) and the average symmetric surface distance (ASSD). The consistency of the measurement results was assessed using the Pearson correlation coefficient and the intraclass correlation coefficient ( ICC) with a two-way mixed model for absolute agreement. In addition, the total time and total mouse movement distance required for manual assessment versus the DL model on the validation datasets were recorded and compared. Results:The algorithm demonstrated excellent segmentation performance on aortic root anatomical targets, achieving outstanding consistency within both internal and external validation datasets (0.955
2.Fastest recovery after surgery during perioperative period under laparoscopic surgery of gastrointestinal tumors
Qizhi LIU ; Huimin ZHOU ; Minjun ZHOU ; Guozhong CHEN ; Cheng LI ; Junyi CHEN ; Yonggang HONG ; Nan ZHANG ; Hanrong LIU ; Xiaohuang TU
Academic Journal of Naval Medical University 2025;46(1):135-140
Objective To explore the feasibility and safety of fastest recovery after surgery(FRAS)in laparoscopic surgery of gastrointestinal tumors.Methods The clinical data of patients undergoing laparoscopic surgery for gastrointestinal tumors under FRAS and enhanced recovery after surgery(ERAS)from Jan.2023 to May 2024 were collected,and perioperative safety and medical cost were analyzed.Results A total of 87 patients were enrolled,including 43 in the FRAS group and 44 in the ERAS group.Compared with the ERAS group,the FRAS group had significantly shorter surgical time(3.0[2.5,3.5]h vs 3.0[2.5,4.0]h),first postoperative movement time([2.85±4.29]h vs[20.18±6.13]h),first postoperative oral feeding time(2.0[2.0,3.0]h vs 24.0[15.0,48.0]h),postoperative hospital stay(24.0[20.0,40.0]h vs 192.0[150.0,216.0]h),lower hospitalization costs(50 515.61[46 650.44,56 827.12]yuan vs 65 555.09[58 683.21,86 239.02]yuan),and lower medication costs(2 671.09[2 063.31,3 127.09]yuan vs 7 326.90[5 104.66,10 674.26]yuan)(all P<0.05).Conclusion It is safe and feasible to use FRAS during the perioperative period of laparoscopic radical gastrectomy for gastrointestinal tumors,and FRAS can also reduce the costs of hospitalization and medications.
3.Comparative analysis of emergency service capabilities in county-level hospitals in Zhejiang and Jiangsu Provinces
Yi YANG ; Zeng HUANG ; Silong ZHANG ; Xiafei ZHOU ; Zilong LI ; Yuefeng MA ; Guozhong CHEN ; Hengjin DONG
Chinese Journal of Emergency Medicine 2025;34(5):744-750
Objective:To analyze the differences in emergency rescue service capacities between county-level hospitals in Zhejiang and Jiangsu provinces, and propose targeted improvement suggestions.Methods:Cluster sampling was employed, with representative county-level hospitals recommended by provincial hospital alliances in Zhejiang and Jiangsu. Emergency departments voluntarily submitted data, resulting in 24 hospitals from Zhejiang and 34 from Jiangsu. Data were collected through the China County-Level Hospital Emergency Service Capability Evaluation System. Differences between provinces were analyzed. Spearman correlation analysis explored relationships between multidimensional indicators, and multivariate logistic regression identified factors influencing hospital grade B++ and above.Results:In terms of department scale, Jiangsu had a larger emergency department area (4 853 m 2vs. 1 927 m 2, P<0.001), more beds of comprehensive inpatient wards in the emergency department (25.5 beds vs. 5.5 beds, P=0.011), and higher scores for the ratio of emergency department area to beds (4.8 vs. 3.4, P=0.005) than Zhejiang. In terms of staffing, Jiangsu had a higher proportion of doctors with master's degrees or above (13.8% vs. 0.0%, P<0.001), a higher proportion of frontline emergency medical staff with over three years of clinical experience (100.0% vs. 91.5%, P=0.001), and more doctors (19 vs. 15, P=0.039) and nurses (46 vs. 32, P=0.039). In terms of quality and safety and medical service capacity, Zhejiang had a higher severe trauma resuscitation success rate (92.9% vs. 83.75%, P=0.003), annual emergency surgery volume (1 002 vs. 428, P=0.015), and number of emergency surgery procedures (125 vs. 42, P=0.027), but Jiangsu had a shorter emergency room stay time (87.5 min vs. 136.2 min, P=0.029). In terms of informatization, Zhejiang outperformed Jiangsu in all indicators, especially in patient information interconnection and sharing (100.0% vs. 82.4%, P=0.030) and in-hospital diagnosis and treatment timeline (91.7% vs. 73.5%, P=0.043). Correlation analysis showed that the total specialty scale score was significantly positively correlated with the in-hospital emergency rescue service capacity score ( r=0.576) and the staffing score ( r=0.455). The total evaluation score was significantly positively correlated with the informatization total score ( r=0.397) and the pre-hospital emergency rescue service capacity score ( r=0.322). Binary Logistic regression analysis showed that the emergency rescue service capacity score was significantly positively correlated with hospital grade ( B=1.431, P=0.03, OR=4.185, 95% CI:1.152-15.205). For every 1-unit increase in the emergency department area ( B=0.002, P=0.05), the probability of a hospital being upgraded to B++ or above increased by 0.2% ( OR=1.002, 95% CI:1.000-1.004). Conclusions:Both provinces exhibit distinct advantages in emergency department development. Departmental scale and configuration significantly impact emergency service capabilities, while staffing and quality management constitute core elements for improvement. Informatization construction notably enhances emergency service efficiency and quality.
4.Significance of precise classification of sacral meningeal cysts by multiple dimensions radiographic reconstruction MRI in guiding operative strategy and rehabilitation.
Jianjun SUN ; Qianquan MA ; Xiaoliang YIN ; Chenlong YANG ; Jia ZHANG ; Suhua CHEN ; Chao WU ; Jingcheng XIE ; Yunfeng HAN ; Guozhong LIN ; Yu SI ; Jun YANG ; Haibo WU ; Qiang ZHAO
Journal of Peking University(Health Sciences) 2025;57(2):303-308
OBJECTIVE:
To precise classify sacral meningeal cysts, effective guide minimally invasive neurosurgery and postoperative personalized rehabilitation by multiple dimensions radiographic reconstruction MRI.
METHODS:
From March to December 2021, based on the original 3D-fast imaging employing steadystate acquisition (FIESTA) scanning sequence, 92 patients with sacral meningeal cysts were pre-operatively evaluated by multiple dimensional reconstruction MRI. The shape of nerve root and the leakage of cyst were reconstructed according to the direction of nerve root or leakage track showed on original MRI scans. Sacral canal cysts were accurately classified as including nerve root and without nerve root, so as to accurately design the incision of skin and formulate corresponding open range of the posterior wall of the sacral canal. Under the microscope intraoperation, the shape of the nerve roots inside cysts or leakage track of the cysts without nerve roots were verified and explored. After the reinforcement and shaping operation, several reexaminations of multiple dimensional reconstruction MRI were performed to understand the deformation of the nerve root and hydrops in the operation cavity, so as to formulate a persona-lized rehabilitation plan for the patients.
RESULTS:
Among the 92 patients with sacral mengingeal cyst, 58 (63.0%) cysts with nerve root cyst, 29 (31.5%) cysts without nerve root cyst, and 5 (5.4%) cysts with mixed sacral canal cyst. In 58 patients with nerve root cysts, the accuracy of preoperative clinical classification on MRI image reached 96.6% (56/58) through confirmation by operating microscope. Only 2 cases of large single cyst with nerve root on the head of cyst were mistaken for without nerve root type. In 29 patients with sacral cyst without nerve root, the accuracy of preoperative image reached 100% through confirmation by operating microscope. The accuracy of judging the internal nerve root and leakage of 12 cases with recurrent sacral cyst was also 100%. Two cases of delayed postoperative hydrops were found one month after operation. After rehabilitation treatment by moxibustion and bathing, the hydrops disappeared 4-6 months after operation.
CONCLUSION
Multiple dimensional reconstruction MRI can precisely make clinical classification of sacral meningeal cysts before operation, guide minimally invasive neurosurgery effectively, and improve the rehabilitation effect.
Humans
;
Magnetic Resonance Imaging/methods*
;
Male
;
Female
;
Sacrum/surgery*
;
Adult
;
Middle Aged
;
Imaging, Three-Dimensional/methods*
;
Cysts/rehabilitation*
;
Aged
;
Adolescent
;
Young Adult
;
Spinal Nerve Roots/diagnostic imaging*
;
Minimally Invasive Surgical Procedures
;
Neurosurgical Procedures/methods*
5.Mechanism of regulating M1/M2 macrophage polarization intervention on intestinal injury of severe acute pancreatitis by Qingjie Huagong decoction
Hui LI ; Xiaoxia AN ; Dewen LI ; Leilei LI ; Cenyi LIANG ; Guozhong CHEN
Chinese Journal of Immunology 2025;41(11):2651-2656
Objective:To investigate the effect of Qingjie Huagong decoction on the polarization of intestinal M1/M2 macro-phages in rats with severe acute pancreatitis and the related molecular mechanisms.Methods:Forty-eight SD rats were randomly divid-ed into blank group,model group,Qingjie Huagong decoction low,medium and high dose groups,and Western medicine group.The rat model of severe acute pancreatitis was established according to 5%sodium taurocholate retrograde pancreatic duct.Western medi-cine group was given intraperitoneal injection of ulinastatin injection,and Qingjie Huagong decoction low,medium and high dose groups were given corresponding concentrations of traditional Chinese medicine by intragastric.After 24 h of intervention,pancreatic and ileal tissues were taken for HE staining to observe pathological changes.The levels of serum amylase,TNF-α,IL-6,IL-10 and TGF-β in intestinal tissue homogenate were detected by ELISA.Western blot and Real-time PCR were used to detect phosphatidylino-sitol 3-kinase(PI3K),protein serine-threonine kinase(Akt),inducible nitric oxide synthase(iNOS),leukocyte differentiation anti-gen 86(CD86),and arginase in ileum tissue The relative expression levels of 1(Arg-1),leukocyte differentiation antigen 163(CD163)protein and mRNA.Results:Compared with the model group,the pathological injury of pancreas and small intestine in Qingjie Huagong low,medium and high groups were alleviated after intervention.ELISA method for detecting serum amylase and TNF-α,IL-6 levels significantly decreased(P<0.05),while the levels of IL-10 and TGF-β were increased(P<0.05);expression levels of p-PI3K/PI3K,p-Akt,iNOS,CD86 mRNA and protein were significantly reduced(P<0.05),while the levels of CD163,Arg-1 mRNA and protein were significantly increased(P<0.05),with the highest dose group showing the most significant changes.Conclu-sion:Qingjie Huagong decoction may regulation the PI3K/Akt pathway and interfere with M1 macrophage polarization,inducing M2 macrophage polarization,reducing intestinal inflammatory response,improving intestinal immune barrier,and play its role in anti-in-flammatory-immune regulation.
6.Mechanism of IL-23/STAT3/Th17 axis in severe acute pancreatitis and intervention effect of Qingjie Huagong decoction
Minchao FENG ; Fang LUO ; Baijun QIN ; Xiping TANG ; Kai LI ; Guozhong CHEN
Chinese Journal of Immunology 2025;41(4):792-797,802
Objective:To investigate the mechanism of IL-23/STAT3/Th17 axis in severe acute pancreatitis(SAP)and the in-terventional effect of the Qingjie Huagong decoction(QJHGD).Methods:A rat model of SAP was established by injecting sodium tau-rocholate into the retrograde pancreatic duct.The blank group,model group,different doses of QJHGD administration groups and posi-tive group were set up respectively.HE staining was used to observe the pathology of pancreatic tissue.ELISA was used to detect serum lipase,α-amylase and inflammatory markers.By combining RT-qPCR,IHC,Western blot,and IF techniques,we elucidated the mechanism of QJHGD in protecting pancreatic tissue in SAP rats.Results:The levels of amylase,lipase,IL-1β,IL-6,IL-17,IL-23,TNF-α and TGF-β in the serum of SAP model rats in all dose groups of QJHGD were significantly reduced,and the effect was the best in medium dose group(P<0.05).The results of IHC and RT-qPCR revealed that the medium-and high-dose groups of QJHGD sig-nificantly reduced the expression of IL-23,STAT3,IL-17 protein and mRNA in the pancreatic tissue of this model(P<0.05).More-over,the Western blot results demonstrated that the expression of IL-23,STAT3,p-STAT3,and IL-17 proteins in SAP rats were sig-nificantly decreased in the medium-dose group of QJHGD(P<0.05);the IF assay indicated that Th17 cell differentiation in SAP rats was inhibited by all dose groups of QJHGD,with the most significant inhibition effect in the middle dose(P<0.05).Conclusion:QJH-GD regulates the activation of IL-23/STAT3/Th17 axis,thereby inhibiting Th17 cell differentiation and exerting a protective effect on pancreatic tissue.
7.Mechanism of regulating M1/M2 macrophage polarization intervention on intestinal injury of severe acute pancreatitis by Qingjie Huagong decoction
Hui LI ; Xiaoxia AN ; Dewen LI ; Leilei LI ; Cenyi LIANG ; Guozhong CHEN
Chinese Journal of Immunology 2025;41(11):2651-2656
Objective:To investigate the effect of Qingjie Huagong decoction on the polarization of intestinal M1/M2 macro-phages in rats with severe acute pancreatitis and the related molecular mechanisms.Methods:Forty-eight SD rats were randomly divid-ed into blank group,model group,Qingjie Huagong decoction low,medium and high dose groups,and Western medicine group.The rat model of severe acute pancreatitis was established according to 5%sodium taurocholate retrograde pancreatic duct.Western medi-cine group was given intraperitoneal injection of ulinastatin injection,and Qingjie Huagong decoction low,medium and high dose groups were given corresponding concentrations of traditional Chinese medicine by intragastric.After 24 h of intervention,pancreatic and ileal tissues were taken for HE staining to observe pathological changes.The levels of serum amylase,TNF-α,IL-6,IL-10 and TGF-β in intestinal tissue homogenate were detected by ELISA.Western blot and Real-time PCR were used to detect phosphatidylino-sitol 3-kinase(PI3K),protein serine-threonine kinase(Akt),inducible nitric oxide synthase(iNOS),leukocyte differentiation anti-gen 86(CD86),and arginase in ileum tissue The relative expression levels of 1(Arg-1),leukocyte differentiation antigen 163(CD163)protein and mRNA.Results:Compared with the model group,the pathological injury of pancreas and small intestine in Qingjie Huagong low,medium and high groups were alleviated after intervention.ELISA method for detecting serum amylase and TNF-α,IL-6 levels significantly decreased(P<0.05),while the levels of IL-10 and TGF-β were increased(P<0.05);expression levels of p-PI3K/PI3K,p-Akt,iNOS,CD86 mRNA and protein were significantly reduced(P<0.05),while the levels of CD163,Arg-1 mRNA and protein were significantly increased(P<0.05),with the highest dose group showing the most significant changes.Conclu-sion:Qingjie Huagong decoction may regulation the PI3K/Akt pathway and interfere with M1 macrophage polarization,inducing M2 macrophage polarization,reducing intestinal inflammatory response,improving intestinal immune barrier,and play its role in anti-in-flammatory-immune regulation.
8.Deep learning-based automatic morphological assessment of the aortic root in bicuspid aortic valve patients before transcatheter aortic valve replacement
Guozhong CHEN ; Yu MAO ; Aiqing JI ; Yingsong HUO ; Qian CHEN ; Wei WANG ; Jian YANG ; Jian LIU ; Haibo ZHANG ; Chenming MA ; Yifei QU ; Hui XU ; Zhengcan WU
Chinese Journal of Radiology 2025;59(9):1029-1036
Objective:To explore the construction of an evaluation model for aortic root anatomy and calcium burden in patients with bicuspid aortic valve (BAV) stenosis before transcatheter aortic valve replacement (TAVR) based on deep learning (DL) algorithms.Methods:A retrospective collection of 362 BAV stenosis patients who underwent TAVR from September 2023 to May 2024 was performed. All patients underwent cardiac CT angiography. The patients were divided into training group ( n=104), internal validation group ( n=206), and external validation group ( n=52). A DL model was trained on the training dataset to assess aortic root anatomy and calcification burden. The evaluation included the segmentation accuracy of the algorithm, the measurement performance of key anatomical structures (i.e., valve leaflets and type-1 and type-2 fusion raphe), and calcification burden, as well as the measurement efficiency. Overall segmentation performance was assessed using the average Dice coefficient (ADC). The fine-scale segmentation quality was validated by the 95th-percentile Hausdorff distance (HD-95) and the average symmetric surface distance (ASSD). The consistency of the measurement results was assessed using the Pearson correlation coefficient and the intraclass correlation coefficient ( ICC) with a two-way mixed model for absolute agreement. In addition, the total time and total mouse movement distance required for manual assessment versus the DL model on the validation datasets were recorded and compared. Results:The algorithm demonstrated excellent segmentation performance on aortic root anatomical targets, achieving outstanding consistency within both internal and external validation datasets (0.955
9.Mechanism of IL-23/STAT3/Th17 axis in severe acute pancreatitis and intervention effect of Qingjie Huagong decoction
Minchao FENG ; Fang LUO ; Baijun QIN ; Xiping TANG ; Kai LI ; Guozhong CHEN
Chinese Journal of Immunology 2025;41(4):792-797,802
Objective:To investigate the mechanism of IL-23/STAT3/Th17 axis in severe acute pancreatitis(SAP)and the in-terventional effect of the Qingjie Huagong decoction(QJHGD).Methods:A rat model of SAP was established by injecting sodium tau-rocholate into the retrograde pancreatic duct.The blank group,model group,different doses of QJHGD administration groups and posi-tive group were set up respectively.HE staining was used to observe the pathology of pancreatic tissue.ELISA was used to detect serum lipase,α-amylase and inflammatory markers.By combining RT-qPCR,IHC,Western blot,and IF techniques,we elucidated the mechanism of QJHGD in protecting pancreatic tissue in SAP rats.Results:The levels of amylase,lipase,IL-1β,IL-6,IL-17,IL-23,TNF-α and TGF-β in the serum of SAP model rats in all dose groups of QJHGD were significantly reduced,and the effect was the best in medium dose group(P<0.05).The results of IHC and RT-qPCR revealed that the medium-and high-dose groups of QJHGD sig-nificantly reduced the expression of IL-23,STAT3,IL-17 protein and mRNA in the pancreatic tissue of this model(P<0.05).More-over,the Western blot results demonstrated that the expression of IL-23,STAT3,p-STAT3,and IL-17 proteins in SAP rats were sig-nificantly decreased in the medium-dose group of QJHGD(P<0.05);the IF assay indicated that Th17 cell differentiation in SAP rats was inhibited by all dose groups of QJHGD,with the most significant inhibition effect in the middle dose(P<0.05).Conclusion:QJH-GD regulates the activation of IL-23/STAT3/Th17 axis,thereby inhibiting Th17 cell differentiation and exerting a protective effect on pancreatic tissue.
10.Research Progress of Traditional Chinese Medicine Intervention in Nrf2/HO-1 Signaling Pathway for Acute Pancreatitis: A Review
Wanling XIN ; Ning WANG ; Cenyi LIANG ; Yue ZU ; Sijia LI ; Minchao FENG ; Guozhong CHEN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(5):265-271
Acute pancreatitis (AP) is a common clinical acute abdominal disease, which is characterized by acute onset, rapid development, severe disease, many complications, and high mortality rate. It can progress to severe AP (SAP) if not treated promptly in the early stage. The pathogenesis of AP is complex and involves multiple cellular and molecular levels. It is now clear that oxidative stress and reactive oxygen species (ROS) production are involved in the physiopathological process of AP, which is associated with a low quantity and activity of antioxidant enzymes in pancreatic cells. Nuclear factor E2-related factor 2 (Nrf2) serves as the ''golden key'' to maintain redox homeostasis in tissue cells and constitutes an important signaling pathway for antioxidant response and inflammation in vivo by collaborating with downstream antioxidant enzymes such as heme oxygenase-1 (HO-1). Traditional Chinese medicine has unique efficacy in treating diseases due to its multi-component, multi-target, multi-drug delivery, and multi-formulation characteristics. Based on the concept of synergy between traditional Chinese and Western medicine, traditional Chinese medicine is becoming a new craze in the treatment of AP. The level of oxidative stress and Nrf2/HO-1 signaling pathway in AP pancreatic tissue are in a dynamic change process, and the intervention of traditional Chinese medicine can clean ROS production, affect the inflammatory pathway, and reduce oxidative stress damage, so as to protect against pancreatic injury. This suggests that this pathway plays an important role in AP. This article reviews the recent literature on the regulation of the Nrf2/HO-1 signaling pathway by traditional Chinese medicine for AP and summarizes that the monomers of traditional Chinese medicine targeting this pathway are mainly heat-clearing and detoxifying, blood-activating and blood-stasis-removing, and Qi benefiting and middle warming, and the compounds of traditional Chinese medicine include Yinchenhao Decoction and QingYi Ⅱ, so as to provide a new direction for the prevention and treatment of AP and further drug development.

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